diff --git a/README.md b/README.md
index c9ff41c3f34dcafcf7a9ed24a54cd0780e022b64..1038b3068a7bcd3a1dcddd7ce7a3c22a12db884d 100644
--- a/README.md
+++ b/README.md
@@ -1,92 +1,38 @@
# Gasparini-etal-2024-GRL-CRH-submitted
+Scripts and data used in the Gasparini et al., 2024 submitted manuscript to GRL
+I. Scripts
-## Getting started
+1. The template script used for processing the RCEMIP data is in:
+/scripts/postprocessing/regridding_averaging_merging_saving_RCEMIP.ipynb
-To make it easy for you to get started with GitLab, here's a list of recommended next steps.
+2. Plotting scripts used in the main part of the paper and in the supplement are in:
+/scripts/scripts_plotting/
-Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!
+II. Data
-## Add your files
+1. Observations & Satellite retrievals (used in Figures 4, S5):
+Processed SST and CIRS-ML radiative heating data is available in:
+/data/observations/
-- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
-- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command:
+2. RCEMIP postprocessed data (used in Figures 4 and 5, Figures S4 and S6):
+/data/RCEMIP_processed/
-```
-cd existing_repo
-git remote add origin https://gitlab.phaidra.org/climate/gasparini-etal-2024-grl-crh-submitted.git
-git branch -M main
-git push -uf origin main
-```
+3. Radiative transfer model data (used in Figure 1, Figure S1, Supplemental Data Table 1):
+/data/radiative-transfer-model/
-## Integrate with your tools
+4. Radiative transfer model data settings and namelist parameters
+/data/radiative-transfer-model/model_settings/
-- [ ] [Set up project integrations](https://gitlab.phaidra.org/climate/gasparini-etal-2024-grl-crh-submitted/-/settings/integrations)
+5. SAM model data (used in Figures 2, 3, S2,S3)
+/data/SAM/
-## Collaborate with your team
+6. SAM model data settings and namelist parameters
+/data/SAM/model_settings/
-- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)
-- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)
-- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
-- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)
-- [ ] [Automatically merge when pipeline succeeds](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html)
+III. Figures
+The figures used in the manuscript are in folders
+/figures/main/ and
+/figures/supplement/
-## Test and Deploy
-
-Use the built-in continuous integration in GitLab.
-
-- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/index.html)
-- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing(SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)
-- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)
-- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)
-- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)
-
-***
-
-# Editing this README
-
-When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thank you to [makeareadme.com](https://www.makeareadme.com/) for this template.
-
-## Suggestions for a good README
-Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information.
-
-## Name
-Choose a self-explaining name for your project.
-
-## Description
-Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors.
-
-## Badges
-On some READMEs, you may see small images that convey metadata, such as whether or not all the tests are passing for the project. You can use Shields to add some to your README. Many services also have instructions for adding a badge.
-
-## Visuals
-Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method.
-
-## Installation
-Within a particular ecosystem, there may be a common way of installing things, such as using Yarn, NuGet, or Homebrew. However, consider the possibility that whoever is reading your README is a novice and would like more guidance. Listing specific steps helps remove ambiguity and gets people to using your project as quickly as possible. If it only runs in a specific context like a particular programming language version or operating system or has dependencies that have to be installed manually, also add a Requirements subsection.
-
-## Usage
-Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README.
-
-## Support
-Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc.
-
-## Roadmap
-If you have ideas for releases in the future, it is a good idea to list them in the README.
-
-## Contributing
-State if you are open to contributions and what your requirements are for accepting them.
-
-For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self.
-
-You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser.
-
-## Authors and acknowledgment
-Show your appreciation to those who have contributed to the project.
-
-## License
-For open source projects, say how it is licensed.
-
-## Project status
-If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.
diff --git a/data/RCEMIP_processed/RCElarge_z24_merged_1D_averages_multiplevars2.nc b/data/RCEMIP_processed/RCElarge_z24_merged_1D_averages_multiplevars2.nc
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diff --git a/data/SAM/model_settings/prm.P3_96x96_1km_rcemip_test b/data/SAM/model_settings/prm.P3_96x96_1km_rcemip_test
new file mode 100644
index 0000000000000000000000000000000000000000..e8948f16d91d9ff680fa6dfcb644715c2162dfd2
--- /dev/null
+++ b/data/SAM/model_settings/prm.P3_96x96_1km_rcemip_test
@@ -0,0 +1,135 @@
+&SGS_TKE
+dosmagor = .true.
+/
+
+ &MICRO_P3
+ nCat = 1
+ frzmodes = .false. !each source process has a separate ice mode
+ log_predictNc = .true.
+ aerosol_mode1_number = 120.e6
+ do_output_micro_process_rates = .true.
+ Nc0 = 100.
+ MaxTotalIceNumber = 10.e6 !!!10.e6 !!!! MUCH MORE NOW!
+ NumCirrusSulf = 20.
+ NumCirrusINP = 20.e-3
+ ramp_min = 0.1 !ice ramp min value relative to NumCirrusINP
+ useMurphyKoopESat = .true. !instead of Flatau
+
+ depo_frz_std = .false. !use new freezing for cirrus or use default P3?
+ use_preexisting_ice = .true. !!!!true.
+ do_mesoscale_variab = .false. !!!!.true.
+ do_new_lp_frz = .true. !!!!
+ no_lphom_ice_nucleation = .true. !!!
+ no_cirrus_mohler_ice_nucleation=.true. !!!
+ do_wtke = .true.
+
+ freezing_3dout = .false.
+
+/
+
+&UWOPTIONS
+
+doextrapolate_upperbound = .true.
+dowtg_blossey_etal_JAMES2009 = .false.
+nelapsemin = 700,
+
+/
+
+&PARAMETERS
+
+caseid ='P3_96x96x74_1km_rcemip_test',
+
+nrestart = 0,
+ nrestart_skip=5, !write restart file every n+1th time a stat file computed
+
+
+ocean_type = 0, ! ocean_type=1 is sinusoidal SST in x direction
+tabs_s = 295.00, ! when ocean_type is 1 or 2, this is the mean SST
+
+
+
+CEM = .true.,
+OCEAN = .true.,
+
+dosgs = .true.,
+dodamping = .true.,
+doupperbound = .true.,
+docloud = .true.,
+doprecip = .true.,
+dolongwave = .true.,
+doshortwave = .true.,
+dosurface = .true.,
+dolargescale = .false.,
+doradforcing = .false.,
+dosfcforcing = .false., ! should be false for constant SSTs
+docoriolis = .false.,
+! donudging_uv = .false.,
+donudging_tq = .false.,
+! doDge_SnowAndIce = .true.,
+! other_3d = .true.,
+! dotracers=.false.,
+! trac3d = .false., !!!!
+! acre3d = .true., !!!
+
+ dotracers=.false.,
+ write_w2_sgs = .false.,
+
+
+!Perturb first 5 layers as per RCEMIP protocol,
+! for convection to start quicker
+perturb_type=0
+
+tauls = 7200.,
+
+SFC_FLX_FXD = .false.,
+SFC_TAU_FXD = .false.,
+
+longitude0 = 0.,
+latitude0 = 0.,
+
+! note: insolation = solar_constant*cos(zenith_angle)
+! ABS: insolation folllowing the RCEMIP protocol
+doperpetual = .true.
+dosolarconstant = .true.
+zenith_angle = 42.05,
+solar_constant = 551.58,
+doseasons = .false.
+nrad = 6,
+day0 = 0.0,
+
+dx = 1000., !resolution in meters
+dy = 1000., !resolution in meters
+dt = 30., !time step (seconds)
+
+doisccp = .false.,
+domodis = .false.,
+domisr = .false.,
+
+nstop = 28800,!length of simulation in timesteps (100 days)
+nprint = 360, !frequency of printouts (in time steps)
+nstat = 180, !30 min !number of time steps used for averaging the statistics output
+nstatfrq= 30, !2 min !num samples to use for averaging (will spread evenly over nstat time steps)
+nrestart_skip = 47,
+
+doSAMconditionals = .false.
+dosatupdnconditionals = .false.
+
+nsave2D = 360, !sampling interval (in time steps) of 2D output (120=1hour for 30s dt)
+nsave2Dstart = 0, !timestep to start sampling 2D data
+nsave2Dend = 9999999,
+save2Dbin = .true.,
+save2Dsep = .false.,
+
+nsave3D = 360, !every 100 d !frequency (in time steps) of 3D snapshot output
+nsave3Dstart = 0, !timestep to start sampling 3D data
+nsave3Dend = 999999999,
+save3Dbin = .true.,
+
+
+ncycle_max = 50, !max num of divisions of the main tilmestep
+ncycle_min = 1, !
+ncycle0 = 1,
+
+/
+
+
diff --git a/data/observations/profiles_15S_15N__180W_180E.nc b/data/observations/profiles_15S_15N__180W_180E.nc
new file mode 100644
index 0000000000000000000000000000000000000000..a0c3f27c50bb001f9ca6f89271b0d46ecb0f5db4
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diff --git a/data/observations/sst_NOAA_OIsst.csv b/data/observations/sst_NOAA_OIsst.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35699f171e0ced5ed94015e7a394e45ca950b09b
--- /dev/null
+++ b/data/observations/sst_NOAA_OIsst.csv
@@ -0,0 +1,15 @@
+,year,sst anomaly
+0,2004,0.06518936
+1,2005,-0.07953453
+2,2006,0.05545807
+3,2007,-0.36371994
+4,2008,-0.10812187
+5,2009,0.24346352
+6,2010,-0.2896614
+7,2011,-0.25217438
+8,2012,-0.010982513
+9,2013,-0.0345726
+10,2014,0.15429115
+11,2015,0.5324955
+12,2016,0.157938
+13,2017,-0.07003784
diff --git a/data/radiative-transfer-model/BARcirrus_295K_P3_128x128_cld8_r20-r30_9p5-11p5km_cod1.nc b/data/radiative-transfer-model/BARcirrus_295K_P3_128x128_cld8_r20-r30_9p5-11p5km_cod1.nc
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diff --git a/data/radiative-transfer-model/BARcirrus_305K_P3_128x128_cld8_r20-r30_12p25-14p25km_cod1.nc b/data/radiative-transfer-model/BARcirrus_305K_P3_128x128_cld8_r20-r30_12p25-14p25km_cod1.nc
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diff --git a/data/radiative-transfer-model/model_settings/BARcirrus_295K_P3_128x128_cld8_r20-r30_9p5-11p5km_cod1.nml b/data/radiative-transfer-model/model_settings/BARcirrus_295K_P3_128x128_cld8_r20-r30_9p5-11p5km_cod1.nml
new file mode 100644
index 0000000000000000000000000000000000000000..bf0ffbe5f8c800b4d873162cdfdc16dbc1ab69f7
--- /dev/null
+++ b/data/radiative-transfer-model/model_settings/BARcirrus_295K_P3_128x128_cld8_r20-r30_9p5-11p5km_cod1.nml
@@ -0,0 +1,528 @@
+ &PARAMETERS
+ DODAMPING = T,
+ DOUPPERBOUND = T,
+ DOCLOUD = T,
+ DOPRECIP = T,
+ DOLONGWAVE = T,
+ DOSHORTWAVE = T,
+ DOSGS = T,
+ DZ = 0.000000000000000E+000,
+ DOCONSTDZ = F,
+ DOCORIOLIS = F,
+ DOCORIOLISZ = F,
+ DOSURFACE = T,
+ DOLARGESCALE = T,
+ DORADFORCING = F,
+ FLUXT0 = 0.000000000000000E+000,
+ FLUXQ0 = 0.000000000000000E+000,
+ TAU0 = 0.000000000000000E+000,
+ TABS_S = 295.000000000000 ,
+ Z0 = 3.500000000000000E-002,
+ NELAPSE = 999999999,
+ DT = 5.00000000000000 ,
+ DX = 250.000000000000 ,
+ DY = 250.000000000000 ,
+ FCOR = -999.000000000000 ,
+ UG = 0.000000000000000E+000,
+ VG = 0.000000000000000E+000,
+ NSTOP = 10,
+ CASEID = P3_128x128_cld8_r20-r30_9p5-11p5km_cod1 ,
+ CASE_RESTART = ,
+ CASEID_RESTART = ,
+ NSTAT = 2,
+ NSTATFRQ = 2,
+ NPRINT = 120,
+ NRESTART = 0,
+ DORADSIMPLE = F,
+ NSAVE3D = 2400,
+ NSAVE3DSTART = 0,
+ NSAVE3DEND = 999999999,
+ DOSFCFORCING = F,
+ DONUDGING_UV = F,
+ DONUDGING_TQ = F,
+ DONUDGING_T = F,
+ DONUDGING_Q = F,
+ TAULS = 7200.00000000000 ,
+ TAUTQLS = 99999999.0000000 ,
+ NUDGING_UV_Z1 = -1.00000000000000 ,
+ NUDGING_UV_Z2 = 1000000.00000000 ,
+ NUDGING_T_Z1 = -1.00000000000000 ,
+ NUDGING_T_Z2 = 1000000.00000000 ,
+ NUDGING_Q_Z1 = -1.00000000000000 ,
+ NUDGING_Q_Z2 = 1000000.00000000 ,
+ DOFPLANE = T,
+ DOVARIABLE_TAUZ = F,
+ VARIABLE_TAUZ_OFFSET_ABOVE_INVERSION = 500.000000000000 ,
+ VARIABLE_TAUZ_THICKNESS_OF_ONSET = 300.000000000000 ,
+ VARIABLE_TAUZ_MINIMUM_HEIGHT = 1000.00000000000 ,
+ NUDGING_T_ZRAMP = -1.00000000000000 ,
+ NUDGING_Q_ZRAMP = -1.00000000000000 ,
+ TIMELARGESCALE = 0.000000000000000E+000,
+ LONGITUDE0 = 0.000000000000000E+000,
+ LATITUDE0 = 0.000000000000000E+000,
+ DAY0 = 0.000000000000000E+000,
+ NRAD = 1,
+ CEM = T,
+ LES = F,
+ OCEAN = T,
+ LAND = F,
+ SFC_FLX_FXD = F,
+ SFC_TAU_FXD = F,
+ SOIL_WETNESS = 1.00000000000000 ,
+ DOENSEMBLE = F,
+ NENSEMBLE = 0,
+ DOWALLX = F,
+ DOWALLY = F,
+ NSAVE2D = 2400,
+ NSAVE2DSTART = 0,
+ NSAVE2DEND = 9999999,
+ QNSAVE3D = 0.000000000000000E+000,
+ DOCOLUMN = F,
+ SAVE2DBIN = T,
+ SAVE2DAVG = F,
+ SAVE3DBIN = T,
+ SAVE2DSEP = F,
+ SAVE3DSEP = F,
+ DOGZIP2D = F,
+ DOGZIP3D = F,
+ RESTART_SEP = F,
+ DOSEASONS = F,
+ DOPERPETUAL = T,
+ DORADHOMO = F,
+ DOSFCHOMO = F,
+ DOISCCP = T,
+ DOMODIS = F,
+ DOMISR = F,
+ DODYNAMICOCEAN = F,
+ OCEAN_TYPE = 0,
+ DELTA_SST = 0.000000000000000E+000,
+ DEPTH_SLAB_OCEAN = 2.00000000000000 ,
+ SZERO = 0.000000000000000E+000,
+ DELTAS = 0.000000000000000E+000,
+ TIMESIMPLEOCEAN = 0.000000000000000E+000,
+ DOSOLARCONSTANT = T,
+ SOLAR_CONSTANT = 551.580000000000 ,
+ ZENITH_ANGLE = 42.0500000000000 ,
+ RUNDATADIR = ./RUNDATA
+
+ ,
+ DOTRACERS = F,
+ OUTPUT_SEP = F,
+ PERTURB_TYPE = 7,
+ DOSAMCONDITIONALS = F,
+ DOSATUPDNCONDITIONALS = F,
+ DOSCAMIOPDATA = F,
+ IOPFILE = ,
+ DOZERO_OUT_DAY0 = F,
+ USE_SCAM_REFERENCE_SOUNDING = F,
+ SET_OBS_TO_REFERENCE_SOUNDING = F,
+ USE_SCAM_REFERENCE_SOUNDING_FOR_WTG = F,
+ USE_SCAM_INITIAL_SOUNDING = F,
+ NSTATMOM = 1000,
+ NSTATMOMSTART = 1,
+ NSTATMOMEND = 0,
+ SAVEMOMSEP = F,
+ SAVEMOMBIN = F,
+ NMOVIE = 1000,
+ NMOVIESTART = 99999999,
+ NMOVIEEND = 99999999,
+ NRESTART_SKIP = 0,
+ BUBBLE_X0 = 0.000000000000000E+000,
+ BUBBLE_Y0 = 0.000000000000000E+000,
+ BUBBLE_Z0 = 0.000000000000000E+000,
+ BUBBLE_RADIUS_HOR = 0.000000000000000E+000,
+ BUBBLE_RADIUS_VER = 0.000000000000000E+000,
+ BUBBLE_DTEMP = 0.000000000000000E+000,
+ BUBBLE_DQ = 0.000000000000000E+000,
+ DOSMOKE = F,
+ DOSSTHOMO = F,
+ RAD3DOUT = T,
+ NXCO2 = 1.00000000000000 ,
+ DOSIMFILESOUT = F,
+ NOTRACEGASES = F,
+ NCYCLE_MAX = 40,
+ NCYCLE_MIN = 1,
+ NCYCLE0 = 1,
+ CFL_SAFETY_FACTOR = 1.50000000000000 ,
+ DO_CHUNKED_ENERGY_BUDGETS = F,
+ DO_CHUNKED_MOMENTUM_BUDGETS = F,
+ NCHUNK_X_GL = -1,
+ NCHUNK_Y_GL = -1,
+ NSAVEMSE = 0,
+ DORADLAT = F,
+ DORADLON = F,
+ DOSEAWATER = T,
+ DISABLECLOUDRADIATION = F,
+ DODGE_SNOWANDICE = T,
+ DOTHOMPSONREFFICE = F,
+ DISABLECLOUDRADIATION_SW = F,
+ NOLW_HIGHCLD = F,
+ NOSW_HIGHCLD = F,
+ NOSW_CLEARSKY = F,
+ NOLW_CLEARSKY = F,
+ OTHER_3D = F,
+ ACRE3D = F,
+ TRAC3D = F,
+ INCLDHOMO = F,
+ INCLDHOMBUOY = F
+ /
+ &UWOPTIONS
+ RAD_SIMPLE_FLUXDIV1 = 70.0000000000000 ,
+ RAD_SIMPLE_FLUXDIV2 = 22.0000000000000 ,
+ RAD_SIMPLE_KAPPA = 85.0000000000000 ,
+ DOFIXDIVG = F,
+ DO_LINEAR_SUBSIDENCE = T,
+ DIVG_LS = 3.750000000000000E-006,
+ DIVG_LAPSE = 6.000000000000000E-003,
+ NELAPSEMIN = 360,
+ DOEXTRAPOLATE_UPPERBOUND = T,
+ DOFIXEDWINDSPEEDFORSURFACEFLUXES = F,
+ WINDSPEEDFORFLUXES = 8.00000000000000 ,
+ DODERBYSHIRE = F,
+ DERBYSHIRE_Z1 = 1000.00000000000 ,
+ DERBYSHIRE_Z2 = 2000.00000000000 ,
+ DERBYSHIRE_Z3 = 15000.0000000000 ,
+ DERBYSHIRE_RELH_LOW = 0.800000000000000 ,
+ DERBYSHIRE_RELH_HIGH = 0.250000000000000 ,
+ DERBYSHIRE_THETA0 = 290.000000000000 ,
+ DERBYSHIRE_LAPSERATE = 3.000000000000000E-003,
+ DERBYSHIRE_TAU = 3600.00000000000 ,
+ COMPUTE_ADVECTION_EVERYWHERE = F,
+ DOWTG_BLOSSEY_ETAL_JAMES2009 = F,
+ DOWTG_QNUDGE = F,
+ ITAU_WTG_QNUDGE = 0.000000000000000E+000,
+ DOWTG_TNUDGE = F,
+ ITAU_WTG_TNUDGE = 0.000000000000000E+000,
+ TAULZ_WTG_TNUDGE = 1500.00000000000 ,
+ TAUZ0_WTG_QNUDGE = 3000.00000000000 ,
+ TAULZ_WTG_QNUDGE = 1500.00000000000 ,
+ AM_WTG = 2.00000000000000 ,
+ AM_WTG_EXP = 0.000000000000000E+000,
+ LAMBDA_WTG = 650000.000000000
+ /
+
+ &SGS_TKE
+ DOSMAGOR = F
+ /
+
+ &MICRO_P3
+ IWARMRAINSCHEME = 3,
+ LOG_PREDICTNC = F,
+ NC0 = 100.000000000000 ,
+ DOFIX_PGAM = F,
+ PGAM_FIXED = 10.3000000000000 ,
+ AEROSOL_MODE1_RADIUS = 5.000000000000000E-008,
+ AEROSOL_MODE1_SIGMAG = 2.00000000000000 ,
+ AEROSOL_MODE1_NUMBER = 300000000.000000 ,
+ AEROSOL_MODE2_RADIUS = 1.300000000000000E-006,
+ AEROSOL_MODE2_SIGMAG = 2.50000000000000 ,
+ AEROSOL_MODE2_NUMBER = 0.000000000000000E+000,
+ NCAT = 1,
+ MAXTOTALICENUMBER = 50000000.0000000 ,
+ TYPEDIAGS_ON = F,
+ MODEL = WRF ,
+ N_DIAG_2D = 1,
+ N_DIAG_3D = 1,
+ DOCONVERTREFFTODGE = T,
+ DOUSE_REFFC = T,
+ DOUSE_REFFI = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES_UD = F,
+ USEMURPHYKOOPESAT = T,
+ NO_ICE_NUCLEATION = F,
+ NO_HOM_ICE_NUCLEATION = F,
+ NO_HET_ICE_NUCLEATION = F,
+ DEPO_FRZ_STD = F,
+ DO_MEYERS = T,
+ NO_CIRRUS_MOHLER_ICE_NUCLEATION = T,
+ NO_LPHOM_ICE_NUCLEATION = T,
+ DO_NEW_LP_FRZ = T,
+ USE_PREEXISTING_ICE = T,
+ DO_MESOSCALE_VARIAB = T,
+ DEPOFIX = F,
+ FREEZING_3DOUT = T,
+ NUMCIRRUSINP = 2.000000000000000E-003,
+ NUMCIRRUSSULF = 20.0000000000000 ,
+ DO_DEFAULT_ICNC_LIMIT = F,
+ DO_INITIAL_ICE_CLOUD = T,
+ INITIAL_ICE_CLOUD_Z0 = 10500.0000000000 ,
+ INITIAL_ICE_CLOUD_DEPTH = 2000.00000000000 ,
+ INITIAL_ICE_CLOUD_IWC = 5.000000000000000E-006,
+ INITIAL_ICE_CLOUD_REFF = 30.0000000000000 ,
+ ICE_CLOUD_VERSION = 8,
+ INITIAL_ICE_CLOUD_RADIUS = 300000.000000000 ,
+ INITIAL_ICE_CLOUD_EDGE_FRACTION = 0.300000000000000 ,
+ ICE_RADIUS_MULTIPLICATION_FACTOR = 0.500000000000000 ,
+ DOLATENT = T,
+ NO_DEPOSITION = F,
+ NO_EVAP_I = F,
+ NO_EVAP_W = F,
+ DO_ICE_SEDI = T,
+ INCLDLATH = F,
+ INCLDHOMSLI = F
+ /
+
+ &PARAMETERS
+ DODAMPING = T,
+ DOUPPERBOUND = T,
+ DOCLOUD = T,
+ DOPRECIP = T,
+ DOLONGWAVE = T,
+ DOSHORTWAVE = T,
+ DOSGS = T,
+ DZ = 0.000000000000000E+000,
+ DOCONSTDZ = F,
+ DOCORIOLIS = F,
+ DOCORIOLISZ = F,
+ DOSURFACE = T,
+ DOLARGESCALE = T,
+ DORADFORCING = F,
+ FLUXT0 = 0.000000000000000E+000,
+ FLUXQ0 = 0.000000000000000E+000,
+ TAU0 = 0.000000000000000E+000,
+ TABS_S = 295.000000000000 ,
+ Z0 = 3.500000000000000E-002,
+ NELAPSE = 999999999,
+ DT = 5.00000000000000 ,
+ DX = 250.000000000000 ,
+ DY = 250.000000000000 ,
+ FCOR = -999.000000000000 ,
+ UG = 0.000000000000000E+000,
+ VG = 0.000000000000000E+000,
+ NSTOP = 10,
+ CASEID = P3_128x128_cld8_r20-r30_9p5-11p5km_cod1 ,
+ CASE_RESTART = ,
+ CASEID_RESTART = ,
+ NSTAT = 2,
+ NSTATFRQ = 2,
+ NPRINT = 120,
+ NRESTART = 0,
+ DORADSIMPLE = F,
+ NSAVE3D = 2400,
+ NSAVE3DSTART = 0,
+ NSAVE3DEND = 999999999,
+ DOSFCFORCING = F,
+ DONUDGING_UV = F,
+ DONUDGING_TQ = F,
+ DONUDGING_T = F,
+ DONUDGING_Q = F,
+ TAULS = 7200.00000000000 ,
+ TAUTQLS = 99999999.0000000 ,
+ NUDGING_UV_Z1 = -1.00000000000000 ,
+ NUDGING_UV_Z2 = 1000000.00000000 ,
+ NUDGING_T_Z1 = -1.00000000000000 ,
+ NUDGING_T_Z2 = 1000000.00000000 ,
+ NUDGING_Q_Z1 = -1.00000000000000 ,
+ NUDGING_Q_Z2 = 1000000.00000000 ,
+ DOFPLANE = T,
+ DOVARIABLE_TAUZ = F,
+ VARIABLE_TAUZ_OFFSET_ABOVE_INVERSION = 500.000000000000 ,
+ VARIABLE_TAUZ_THICKNESS_OF_ONSET = 300.000000000000 ,
+ VARIABLE_TAUZ_MINIMUM_HEIGHT = 1000.00000000000 ,
+ NUDGING_T_ZRAMP = -1.00000000000000 ,
+ NUDGING_Q_ZRAMP = -1.00000000000000 ,
+ TIMELARGESCALE = 0.000000000000000E+000,
+ LONGITUDE0 = 0.000000000000000E+000,
+ LATITUDE0 = 0.000000000000000E+000,
+ DAY0 = 0.000000000000000E+000,
+ NRAD = 1,
+ CEM = T,
+ LES = F,
+ OCEAN = T,
+ LAND = F,
+ SFC_FLX_FXD = F,
+ SFC_TAU_FXD = F,
+ SOIL_WETNESS = 1.00000000000000 ,
+ DOENSEMBLE = F,
+ NENSEMBLE = 0,
+ DOWALLX = F,
+ DOWALLY = F,
+ NSAVE2D = 2400,
+ NSAVE2DSTART = 0,
+ NSAVE2DEND = 9999999,
+ QNSAVE3D = 0.000000000000000E+000,
+ DOCOLUMN = F,
+ SAVE2DBIN = T,
+ SAVE2DAVG = F,
+ SAVE3DBIN = T,
+ SAVE2DSEP = F,
+ SAVE3DSEP = F,
+ DOGZIP2D = F,
+ DOGZIP3D = F,
+ RESTART_SEP = F,
+ DOSEASONS = F,
+ DOPERPETUAL = T,
+ DORADHOMO = F,
+ DOSFCHOMO = F,
+ DOISCCP = T,
+ DOMODIS = F,
+ DOMISR = F,
+ DODYNAMICOCEAN = F,
+ OCEAN_TYPE = 0,
+ DELTA_SST = 0.000000000000000E+000,
+ DEPTH_SLAB_OCEAN = 2.00000000000000 ,
+ SZERO = 0.000000000000000E+000,
+ DELTAS = 0.000000000000000E+000,
+ TIMESIMPLEOCEAN = 0.000000000000000E+000,
+ DOSOLARCONSTANT = T,
+ SOLAR_CONSTANT = 551.580000000000 ,
+ ZENITH_ANGLE = 42.0500000000000 ,
+ RUNDATADIR = ./RUNDATA
+
+ ,
+ DOTRACERS = F,
+ OUTPUT_SEP = F,
+ PERTURB_TYPE = 7,
+ DOSAMCONDITIONALS = F,
+ DOSATUPDNCONDITIONALS = F,
+ DOSCAMIOPDATA = F,
+ IOPFILE = ,
+ DOZERO_OUT_DAY0 = F,
+ USE_SCAM_REFERENCE_SOUNDING = F,
+ SET_OBS_TO_REFERENCE_SOUNDING = F,
+ USE_SCAM_REFERENCE_SOUNDING_FOR_WTG = F,
+ USE_SCAM_INITIAL_SOUNDING = F,
+ NSTATMOM = 1000,
+ NSTATMOMSTART = 1,
+ NSTATMOMEND = 0,
+ SAVEMOMSEP = F,
+ SAVEMOMBIN = F,
+ NMOVIE = 1000,
+ NMOVIESTART = 99999999,
+ NMOVIEEND = 99999999,
+ NRESTART_SKIP = 0,
+ BUBBLE_X0 = 0.000000000000000E+000,
+ BUBBLE_Y0 = 0.000000000000000E+000,
+ BUBBLE_Z0 = 0.000000000000000E+000,
+ BUBBLE_RADIUS_HOR = 0.000000000000000E+000,
+ BUBBLE_RADIUS_VER = 0.000000000000000E+000,
+ BUBBLE_DTEMP = 0.000000000000000E+000,
+ BUBBLE_DQ = 0.000000000000000E+000,
+ DOSMOKE = F,
+ DOSSTHOMO = F,
+ RAD3DOUT = T,
+ NXCO2 = 1.00000000000000 ,
+ DOSIMFILESOUT = F,
+ NOTRACEGASES = F,
+ NCYCLE_MAX = 40,
+ NCYCLE_MIN = 1,
+ NCYCLE0 = 1,
+ CFL_SAFETY_FACTOR = 1.50000000000000 ,
+ DO_CHUNKED_ENERGY_BUDGETS = F,
+ DO_CHUNKED_MOMENTUM_BUDGETS = F,
+ NCHUNK_X_GL = -1,
+ NCHUNK_Y_GL = -1,
+ NSAVEMSE = 0,
+ DORADLAT = F,
+ DORADLON = F,
+ DOSEAWATER = T,
+ DISABLECLOUDRADIATION = F,
+ DODGE_SNOWANDICE = T,
+ DOTHOMPSONREFFICE = F,
+ DISABLECLOUDRADIATION_SW = F,
+ NOLW_HIGHCLD = F,
+ NOSW_HIGHCLD = F,
+ NOSW_CLEARSKY = F,
+ NOLW_CLEARSKY = F,
+ OTHER_3D = F,
+ ACRE3D = F,
+ TRAC3D = F,
+ INCLDHOMO = F,
+ INCLDHOMBUOY = F
+ /
+ &UWOPTIONS
+ RAD_SIMPLE_FLUXDIV1 = 70.0000000000000 ,
+ RAD_SIMPLE_FLUXDIV2 = 22.0000000000000 ,
+ RAD_SIMPLE_KAPPA = 85.0000000000000 ,
+ DOFIXDIVG = F,
+ DO_LINEAR_SUBSIDENCE = T,
+ DIVG_LS = 3.750000000000000E-006,
+ DIVG_LAPSE = 6.000000000000000E-003,
+ NELAPSEMIN = 360,
+ DOEXTRAPOLATE_UPPERBOUND = T,
+ DOFIXEDWINDSPEEDFORSURFACEFLUXES = F,
+ WINDSPEEDFORFLUXES = 8.00000000000000 ,
+ DODERBYSHIRE = F,
+ DERBYSHIRE_Z1 = 1000.00000000000 ,
+ DERBYSHIRE_Z2 = 2000.00000000000 ,
+ DERBYSHIRE_Z3 = 15000.0000000000 ,
+ DERBYSHIRE_RELH_LOW = 0.800000000000000 ,
+ DERBYSHIRE_RELH_HIGH = 0.250000000000000 ,
+ DERBYSHIRE_THETA0 = 290.000000000000 ,
+ DERBYSHIRE_LAPSERATE = 3.000000000000000E-003,
+ DERBYSHIRE_TAU = 3600.00000000000 ,
+ COMPUTE_ADVECTION_EVERYWHERE = F,
+ DOWTG_BLOSSEY_ETAL_JAMES2009 = F,
+ DOWTG_QNUDGE = F,
+ ITAU_WTG_QNUDGE = 0.000000000000000E+000,
+ DOWTG_TNUDGE = F,
+ ITAU_WTG_TNUDGE = 0.000000000000000E+000,
+ TAULZ_WTG_TNUDGE = 1500.00000000000 ,
+ TAUZ0_WTG_QNUDGE = 3000.00000000000 ,
+ TAULZ_WTG_QNUDGE = 1500.00000000000 ,
+ AM_WTG = 2.00000000000000 ,
+ AM_WTG_EXP = 0.000000000000000E+000,
+ LAMBDA_WTG = 650000.000000000
+ /
+
+ &SGS_TKE
+ DOSMAGOR = F
+ /
+
+ &MICRO_P3
+ IWARMRAINSCHEME = 3,
+ LOG_PREDICTNC = F,
+ NC0 = 100.000000000000 ,
+ DOFIX_PGAM = F,
+ PGAM_FIXED = 10.3000000000000 ,
+ AEROSOL_MODE1_RADIUS = 5.000000000000000E-008,
+ AEROSOL_MODE1_SIGMAG = 2.00000000000000 ,
+ AEROSOL_MODE1_NUMBER = 300000000.000000 ,
+ AEROSOL_MODE2_RADIUS = 1.300000000000000E-006,
+ AEROSOL_MODE2_SIGMAG = 2.50000000000000 ,
+ AEROSOL_MODE2_NUMBER = 0.000000000000000E+000,
+ NCAT = 1,
+ MAXTOTALICENUMBER = 50000000.0000000 ,
+ TYPEDIAGS_ON = F,
+ MODEL = WRF ,
+ N_DIAG_2D = 1,
+ N_DIAG_3D = 1,
+ DOCONVERTREFFTODGE = T,
+ DOUSE_REFFC = T,
+ DOUSE_REFFI = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES_UD = F,
+ USEMURPHYKOOPESAT = T,
+ NO_ICE_NUCLEATION = F,
+ NO_HOM_ICE_NUCLEATION = F,
+ NO_HET_ICE_NUCLEATION = F,
+ DEPO_FRZ_STD = F,
+ DO_MEYERS = T,
+ NO_CIRRUS_MOHLER_ICE_NUCLEATION = T,
+ NO_LPHOM_ICE_NUCLEATION = T,
+ DO_NEW_LP_FRZ = T,
+ USE_PREEXISTING_ICE = T,
+ DO_MESOSCALE_VARIAB = T,
+ DEPOFIX = F,
+ FREEZING_3DOUT = T,
+ NUMCIRRUSINP = 2.000000000000000E-003,
+ NUMCIRRUSSULF = 20.0000000000000 ,
+ DO_DEFAULT_ICNC_LIMIT = F,
+ DO_INITIAL_ICE_CLOUD = T,
+ INITIAL_ICE_CLOUD_Z0 = 10500.0000000000 ,
+ INITIAL_ICE_CLOUD_DEPTH = 2000.00000000000 ,
+ INITIAL_ICE_CLOUD_IWC = 5.000000000000000E-006,
+ INITIAL_ICE_CLOUD_REFF = 30.0000000000000 ,
+ ICE_CLOUD_VERSION = 8,
+ INITIAL_ICE_CLOUD_RADIUS = 300000.000000000 ,
+ INITIAL_ICE_CLOUD_EDGE_FRACTION = 0.300000000000000 ,
+ ICE_RADIUS_MULTIPLICATION_FACTOR = 0.500000000000000 ,
+ DOLATENT = T,
+ NO_DEPOSITION = F,
+ NO_EVAP_I = F,
+ NO_EVAP_W = F,
+ DO_ICE_SEDI = T,
+ INCLDLATH = F,
+ INCLDHOMSLI = F
+ /
+
diff --git a/data/radiative-transfer-model/model_settings/BARcirrus_305K_P3_128x128_cld8_r20-r30_12p25-14p25km_cod1.nml b/data/radiative-transfer-model/model_settings/BARcirrus_305K_P3_128x128_cld8_r20-r30_12p25-14p25km_cod1.nml
new file mode 100644
index 0000000000000000000000000000000000000000..034a112a6e027627540414c0420b69b8576df1e8
--- /dev/null
+++ b/data/radiative-transfer-model/model_settings/BARcirrus_305K_P3_128x128_cld8_r20-r30_12p25-14p25km_cod1.nml
@@ -0,0 +1,264 @@
+ &PARAMETERS
+ DODAMPING = T,
+ DOUPPERBOUND = T,
+ DOCLOUD = T,
+ DOPRECIP = T,
+ DOLONGWAVE = T,
+ DOSHORTWAVE = T,
+ DOSGS = T,
+ DZ = 0.000000000000000E+000,
+ DOCONSTDZ = F,
+ DOCORIOLIS = F,
+ DOCORIOLISZ = F,
+ DOSURFACE = T,
+ DOLARGESCALE = T,
+ DORADFORCING = F,
+ FLUXT0 = 0.000000000000000E+000,
+ FLUXQ0 = 0.000000000000000E+000,
+ TAU0 = 0.000000000000000E+000,
+ TABS_S = 305.000000000000 ,
+ Z0 = 3.500000000000000E-002,
+ NELAPSE = 999999999,
+ DT = 5.00000000000000 ,
+ DX = 250.000000000000 ,
+ DY = 250.000000000000 ,
+ FCOR = -999.000000000000 ,
+ UG = 0.000000000000000E+000,
+ VG = 0.000000000000000E+000,
+ NSTOP = 10,
+ CASEID = P3_128x128_cld8_r20-r30_12p25-14p25km_cod1 ,
+ CASE_RESTART = ,
+ CASEID_RESTART = ,
+ NSTAT = 2,
+ NSTATFRQ = 2,
+ NPRINT = 120,
+ NRESTART = 0,
+ DORADSIMPLE = F,
+ NSAVE3D = 2400,
+ NSAVE3DSTART = 0,
+ NSAVE3DEND = 999999999,
+ DOSFCFORCING = F,
+ DONUDGING_UV = F,
+ DONUDGING_TQ = F,
+ DONUDGING_T = F,
+ DONUDGING_Q = F,
+ TAULS = 7200.00000000000 ,
+ TAUTQLS = 99999999.0000000 ,
+ NUDGING_UV_Z1 = -1.00000000000000 ,
+ NUDGING_UV_Z2 = 1000000.00000000 ,
+ NUDGING_T_Z1 = -1.00000000000000 ,
+ NUDGING_T_Z2 = 1000000.00000000 ,
+ NUDGING_Q_Z1 = -1.00000000000000 ,
+ NUDGING_Q_Z2 = 1000000.00000000 ,
+ DOFPLANE = T,
+ DOVARIABLE_TAUZ = F,
+ VARIABLE_TAUZ_OFFSET_ABOVE_INVERSION = 500.000000000000 ,
+ VARIABLE_TAUZ_THICKNESS_OF_ONSET = 300.000000000000 ,
+ VARIABLE_TAUZ_MINIMUM_HEIGHT = 1000.00000000000 ,
+ NUDGING_T_ZRAMP = -1.00000000000000 ,
+ NUDGING_Q_ZRAMP = -1.00000000000000 ,
+ TIMELARGESCALE = 0.000000000000000E+000,
+ LONGITUDE0 = 0.000000000000000E+000,
+ LATITUDE0 = 0.000000000000000E+000,
+ DAY0 = 0.000000000000000E+000,
+ NRAD = 1,
+ CEM = T,
+ LES = F,
+ OCEAN = T,
+ LAND = F,
+ SFC_FLX_FXD = F,
+ SFC_TAU_FXD = F,
+ SOIL_WETNESS = 1.00000000000000 ,
+ DOENSEMBLE = F,
+ NENSEMBLE = 0,
+ DOWALLX = F,
+ DOWALLY = F,
+ NSAVE2D = 2400,
+ NSAVE2DSTART = 0,
+ NSAVE2DEND = 9999999,
+ QNSAVE3D = 0.000000000000000E+000,
+ DOCOLUMN = F,
+ SAVE2DBIN = T,
+ SAVE2DAVG = F,
+ SAVE3DBIN = T,
+ SAVE2DSEP = F,
+ SAVE3DSEP = F,
+ DOGZIP2D = F,
+ DOGZIP3D = F,
+ RESTART_SEP = F,
+ DOSEASONS = F,
+ DOPERPETUAL = T,
+ DORADHOMO = F,
+ DOSFCHOMO = F,
+ DOISCCP = T,
+ DOMODIS = F,
+ DOMISR = F,
+ DODYNAMICOCEAN = F,
+ OCEAN_TYPE = 0,
+ DELTA_SST = 0.000000000000000E+000,
+ DEPTH_SLAB_OCEAN = 2.00000000000000 ,
+ SZERO = 0.000000000000000E+000,
+ DELTAS = 0.000000000000000E+000,
+ TIMESIMPLEOCEAN = 0.000000000000000E+000,
+ DOSOLARCONSTANT = T,
+ SOLAR_CONSTANT = 551.580000000000 ,
+ ZENITH_ANGLE = 42.0500000000000 ,
+ RUNDATADIR = ./RUNDATA
+
+ ,
+ DOTRACERS = F,
+ OUTPUT_SEP = F,
+ PERTURB_TYPE = 7,
+ DOSAMCONDITIONALS = F,
+ DOSATUPDNCONDITIONALS = F,
+ DOSCAMIOPDATA = F,
+ IOPFILE = ,
+ DOZERO_OUT_DAY0 = F,
+ USE_SCAM_REFERENCE_SOUNDING = F,
+ SET_OBS_TO_REFERENCE_SOUNDING = F,
+ USE_SCAM_REFERENCE_SOUNDING_FOR_WTG = F,
+ USE_SCAM_INITIAL_SOUNDING = F,
+ NSTATMOM = 1000,
+ NSTATMOMSTART = 1,
+ NSTATMOMEND = 0,
+ SAVEMOMSEP = F,
+ SAVEMOMBIN = F,
+ NMOVIE = 1000,
+ NMOVIESTART = 99999999,
+ NMOVIEEND = 99999999,
+ NRESTART_SKIP = 0,
+ BUBBLE_X0 = 0.000000000000000E+000,
+ BUBBLE_Y0 = 0.000000000000000E+000,
+ BUBBLE_Z0 = 0.000000000000000E+000,
+ BUBBLE_RADIUS_HOR = 0.000000000000000E+000,
+ BUBBLE_RADIUS_VER = 0.000000000000000E+000,
+ BUBBLE_DTEMP = 0.000000000000000E+000,
+ BUBBLE_DQ = 0.000000000000000E+000,
+ DOSMOKE = F,
+ DOSSTHOMO = F,
+ RAD3DOUT = T,
+ NXCO2 = 1.00000000000000 ,
+ DOSIMFILESOUT = F,
+ NOTRACEGASES = F,
+ NCYCLE_MAX = 40,
+ NCYCLE_MIN = 1,
+ NCYCLE0 = 1,
+ CFL_SAFETY_FACTOR = 1.50000000000000 ,
+ DO_CHUNKED_ENERGY_BUDGETS = F,
+ DO_CHUNKED_MOMENTUM_BUDGETS = F,
+ NCHUNK_X_GL = -1,
+ NCHUNK_Y_GL = -1,
+ NSAVEMSE = 0,
+ DORADLAT = F,
+ DORADLON = F,
+ DOSEAWATER = T,
+ DISABLECLOUDRADIATION = F,
+ DODGE_SNOWANDICE = T,
+ DOTHOMPSONREFFICE = F,
+ DISABLECLOUDRADIATION_SW = F,
+ NOLW_HIGHCLD = F,
+ NOSW_HIGHCLD = F,
+ NOSW_CLEARSKY = F,
+ NOLW_CLEARSKY = F,
+ OTHER_3D = F,
+ ACRE3D = F,
+ TRAC3D = F,
+ INCLDHOMO = F,
+ INCLDHOMBUOY = F
+ /
+ &UWOPTIONS
+ RAD_SIMPLE_FLUXDIV1 = 70.0000000000000 ,
+ RAD_SIMPLE_FLUXDIV2 = 22.0000000000000 ,
+ RAD_SIMPLE_KAPPA = 85.0000000000000 ,
+ DOFIXDIVG = F,
+ DO_LINEAR_SUBSIDENCE = T,
+ DIVG_LS = 3.750000000000000E-006,
+ DIVG_LAPSE = 6.000000000000000E-003,
+ NELAPSEMIN = 360,
+ DOEXTRAPOLATE_UPPERBOUND = T,
+ DOFIXEDWINDSPEEDFORSURFACEFLUXES = F,
+ WINDSPEEDFORFLUXES = 8.00000000000000 ,
+ DODERBYSHIRE = F,
+ DERBYSHIRE_Z1 = 1000.00000000000 ,
+ DERBYSHIRE_Z2 = 2000.00000000000 ,
+ DERBYSHIRE_Z3 = 15000.0000000000 ,
+ DERBYSHIRE_RELH_LOW = 0.800000000000000 ,
+ DERBYSHIRE_RELH_HIGH = 0.250000000000000 ,
+ DERBYSHIRE_THETA0 = 290.000000000000 ,
+ DERBYSHIRE_LAPSERATE = 3.000000000000000E-003,
+ DERBYSHIRE_TAU = 3600.00000000000 ,
+ COMPUTE_ADVECTION_EVERYWHERE = F,
+ DOWTG_BLOSSEY_ETAL_JAMES2009 = F,
+ DOWTG_QNUDGE = F,
+ ITAU_WTG_QNUDGE = 0.000000000000000E+000,
+ DOWTG_TNUDGE = F,
+ ITAU_WTG_TNUDGE = 0.000000000000000E+000,
+ TAULZ_WTG_TNUDGE = 1500.00000000000 ,
+ TAUZ0_WTG_QNUDGE = 3000.00000000000 ,
+ TAULZ_WTG_QNUDGE = 1500.00000000000 ,
+ AM_WTG = 2.00000000000000 ,
+ AM_WTG_EXP = 0.000000000000000E+000,
+ LAMBDA_WTG = 650000.000000000
+ /
+
+ &SGS_TKE
+ DOSMAGOR = F
+ /
+
+ &MICRO_P3
+ IWARMRAINSCHEME = 3,
+ LOG_PREDICTNC = F,
+ NC0 = 100.000000000000 ,
+ DOFIX_PGAM = F,
+ PGAM_FIXED = 10.3000000000000 ,
+ AEROSOL_MODE1_RADIUS = 5.000000000000000E-008,
+ AEROSOL_MODE1_SIGMAG = 2.00000000000000 ,
+ AEROSOL_MODE1_NUMBER = 300000000.000000 ,
+ AEROSOL_MODE2_RADIUS = 1.300000000000000E-006,
+ AEROSOL_MODE2_SIGMAG = 2.50000000000000 ,
+ AEROSOL_MODE2_NUMBER = 0.000000000000000E+000,
+ NCAT = 1,
+ MAXTOTALICENUMBER = 50000000.0000000 ,
+ TYPEDIAGS_ON = F,
+ MODEL = WRF ,
+ N_DIAG_2D = 1,
+ N_DIAG_3D = 1,
+ DOCONVERTREFFTODGE = T,
+ DOUSE_REFFC = T,
+ DOUSE_REFFI = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES = T,
+ DO_OUTPUT_MICRO_PROCESS_RATES_UD = F,
+ USEMURPHYKOOPESAT = T,
+ NO_ICE_NUCLEATION = F,
+ NO_HOM_ICE_NUCLEATION = F,
+ NO_HET_ICE_NUCLEATION = F,
+ DEPO_FRZ_STD = F,
+ DO_MEYERS = T,
+ NO_CIRRUS_MOHLER_ICE_NUCLEATION = T,
+ NO_LPHOM_ICE_NUCLEATION = T,
+ DO_NEW_LP_FRZ = T,
+ USE_PREEXISTING_ICE = T,
+ DO_MESOSCALE_VARIAB = T,
+ DEPOFIX = F,
+ FREEZING_3DOUT = T,
+ NUMCIRRUSINP = 2.000000000000000E-003,
+ NUMCIRRUSSULF = 20.0000000000000 ,
+ DO_DEFAULT_ICNC_LIMIT = F,
+ DO_INITIAL_ICE_CLOUD = T,
+ INITIAL_ICE_CLOUD_Z0 = 13250.0000000000 ,
+ INITIAL_ICE_CLOUD_DEPTH = 2000.00000000000 ,
+ INITIAL_ICE_CLOUD_IWC = 5.000000000000000E-006,
+ INITIAL_ICE_CLOUD_REFF = 30.0000000000000 ,
+ ICE_CLOUD_VERSION = 8,
+ INITIAL_ICE_CLOUD_RADIUS = 300000.000000000 ,
+ INITIAL_ICE_CLOUD_EDGE_FRACTION = 0.300000000000000 ,
+ ICE_RADIUS_MULTIPLICATION_FACTOR = 0.500000000000000 ,
+ DOLATENT = T,
+ NO_DEPOSITION = F,
+ NO_EVAP_I = F,
+ NO_EVAP_W = F,
+ DO_ICE_SEDI = T,
+ INCLDLATH = F,
+ INCLDHOMSLI = F
+ /
+
diff --git a/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_14p25-12p25km_cod1 b/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_14p25-12p25km_cod1
new file mode 100644
index 0000000000000000000000000000000000000000..0e4208b511fbf073b2ee96687c900009dc887003
--- /dev/null
+++ b/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_14p25-12p25km_cod1
@@ -0,0 +1,149 @@
+&SGS_TKE
+dosmagor = .false.
+/
+
+&MICRO_M2005
+doicemicro = .true.
+douse_reffc = .true.
+douse_reffi = .true.
+dopredictNc = .false.
+do_output_micro_process_rates=.true.
+Nc0 = 100.
+
+ do_initial_ice_cloud = .true.
+ initial_ice_cloud_z0 = 15.e3 ! height of geometric center of ice cloud in meters
+ initial_ice_cloud_depth = 2.e3 ! depth of ice cloud in meters
+ initial_ice_cloud_iwc = 8.3e-5 ! ice water content of cloud in kg/m3 (does nothing under new scheme)
+ initial_ice_cloud_reff = 30. ! effective radius of ice in microns
+
+ ice_cloud_version = 2
+
+ do_defeat_limits_on_ice_number_concentration = .true.
+
+/
+
+
+
+&MICRO_P3
+ Nc0 = 100.
+ MaxTotalIceNumber = 50.e6 !!!!
+ NumCirrusSulf = 20.
+ NumCirrusINP = 2.e-3
+ freezing_3dout =.false. !!!!!
+ do_output_micro_process_rates = .true.
+ do_output_micro_process_rates_ud = .false.
+ useMurphyKoopESat = .true. !instead of Flatau
+
+ depo_frz_std = .false. !use new freezing for cirrus or use default P3?
+ use_preexisting_ice = .true.
+ do_mesoscale_variab = .true.
+ do_new_lp_frz = .true.
+ no_lphom_ice_nucleation = .true.
+ no_cirrus_mohler_ice_nucleation=.true.
+
+ freezing_3dout =.true. !!!!!
+ incldlath = .false. !!!!
+ depofix = .false. !!!
+ no_evap_i =.false. !no deposition
+
+ do_initial_ice_cloud = .true.
+ ice_cloud_version = 8
+!for cld8 use: NEW SETTINGS 23 JAN 2019
+ initial_ice_cloud_z0 = 13.25e3 ! height of geometric center of ice cloud in meters
+ initial_ice_cloud_depth = 2.e3 ! depth of ice cloud in meters
+ initial_ice_cloud_iwc = 0.5e-5 ! ice water content of cloud in kg/m3 => 1e-1 g/m3, like heymsf for -65
+ !if cloud 10 -> this is MIXING RATIO in kg/kg!!!
+ initial_ice_cloud_reff = 30 !=>40 !NO: 61.2=> reff of 40 ! effective radius of ice in microns
+ initial_ice_cloud_radius = 300.e3 ! physical radius of ice cloud in meters
+ ice_radius_multiplication_factor = 0.5 !BG only for cld8: if 0 => same radius
+ ! if 1 => reff_base = 2*reff_top
+/
+
+&UWOPTIONS
+
+doextrapolate_upperbound = .true.
+dowtg_blossey_etal_JAMES2009 = .false.
+nelapsemin = 360
+
+/
+
+&PARAMETERS
+
+caseid ='P3_128x128_cld8_r20-r30_12p25-14p25km_cod1' ,
+
+nrestart = 0,
+
+perturb_type = 7 ! puts noise in T within cloud layer
+
+CEM = .true.,
+OCEAN = .true.,
+doseawater = .true.,
+
+dosgs = .true.,
+dodamping = .true.,
+doupperbound = .true.,
+docloud = .true.,
+doprecip = .true.,
+dolongwave = .true.,
+doshortwave = .true.,
+dosurface = .true.,
+dolargescale = .true.,
+doradforcing = .false.,
+dosfcforcing = .false., !.true.,
+docoriolis = .false.,
+donudging_uv = .false., !.true.,
+donudging_tq = .false.,
+doDge_SnowAndIce = .true.,
+disablecloudradiation=.false.,
+disablecloudradiation_sw=.false.,
+
+tauls = 7200.,
+
+SFC_FLX_FXD = .false.,
+SFC_TAU_FXD = .false.,
+
+longitude0 = 0.,
+latitude0 = 0.,
+day0=0.0,
+
+nrad = 1,
+
+! note: insolation = solar_constant*cos(zenith_angle)
+! below values are equivalent to insolation = 409.5 W/m2, RCEMIP protocol!
+doperpetual = .true.
+dosolarconstant = .true.
+zenith_angle = 42.05,
+solar_constant = 551.58,
+
+dx = 250., !50000., !250 is standard?
+dy = 250.,
+
+dt = 5., !BG 5.,
+
+doisccp = .true. !.true.,
+domodis = .false. !.true.,
+domisr = .false. !.true.,
+
+nstop = 10, !3.5 d
+nprint = 120,
+nstat = 2,
+nstatfrq= 2,
+
+doSAMconditionals = .false.
+dosatupdnconditionals = .false.
+
+nsave2D = 2400,
+nsave2Dstart = 0,
+nsave2Dend = 9999999,
+save2Dbin = .true.
+
+nsave3D = 2400,
+nsave3Dstart = 0,
+nsave3Dend = 999999999,
+save3Dbin = .true.
+rad3Dout = .true.
+
+tabs_s = 305.00 !RCEMIP
+/
+
+
diff --git a/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_9p5-11p5km_cod1 b/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_9p5-11p5km_cod1
new file mode 100644
index 0000000000000000000000000000000000000000..69d83880c1adca58b43255c7d73bb28712f2fa77
--- /dev/null
+++ b/data/radiative-transfer-model/model_settings/prm.2cpu_128x128_cld8_r20-30_9p5-11p5km_cod1
@@ -0,0 +1,150 @@
+&SGS_TKE
+dosmagor = .false.
+/
+
+&MICRO_M2005
+doicemicro = .true.
+douse_reffc = .true.
+douse_reffi = .true.
+dopredictNc = .false.
+do_output_micro_process_rates=.true.
+Nc0 = 100.
+
+ do_initial_ice_cloud = .true.
+ initial_ice_cloud_z0 = 15.e3 ! height of geometric center of ice cloud in meters
+ initial_ice_cloud_depth = 2.e3 ! depth of ice cloud in meters
+ initial_ice_cloud_iwc = 8.3e-5 ! ice water content of cloud in kg/m3 (does nothing under new scheme)
+ initial_ice_cloud_reff = 30. ! effective radius of ice in microns
+
+ ice_cloud_version = 2
+
+ do_defeat_limits_on_ice_number_concentration = .true.
+
+/
+
+
+
+&MICRO_P3
+ Nc0 = 100.
+ MaxTotalIceNumber = 50.e6 !!!!
+ NumCirrusSulf = 20.
+ NumCirrusINP = 2.e-3
+ freezing_3dout =.false. !!!!!
+ do_output_micro_process_rates = .true.
+ do_output_micro_process_rates_ud = .false.
+ useMurphyKoopESat = .true. !instead of Flatau
+
+ depo_frz_std = .false. !use new freezing for cirrus or use default P3?
+ use_preexisting_ice = .true.
+ do_mesoscale_variab = .true.
+ do_new_lp_frz = .true.
+ no_lphom_ice_nucleation = .true.
+ no_cirrus_mohler_ice_nucleation=.true.
+
+ freezing_3dout =.true. !!!!!
+ incldlath = .false. !!!!
+ depofix = .false. !!!
+ no_evap_i =.false. !no deposition
+
+ do_initial_ice_cloud = .true.
+ ice_cloud_version = 8
+!for cld8 use: NEW SETTINGS 23 JAN 2019
+ initial_ice_cloud_z0 = 10.5e3 ! height of geometric center of ice cloud in meters
+ initial_ice_cloud_depth = 2.e3 ! depth of ice cloud in meters
+ initial_ice_cloud_iwc = 0.5e-5 ! ice water content of cloud in kg/m3 => 1e-1 g/m3, like heymsf for -65
+ !if cloud 10 -> this is MIXING RATIO in kg/kg!!!
+ initial_ice_cloud_reff = 30 !=>40 !NO: 61.2=> reff of 40 ! effective radius of ice in microns
+ initial_ice_cloud_radius = 300.e3 ! physical radius of ice cloud in meters
+ ice_radius_multiplication_factor = 0.5 !BG only for cld8: if 0 => same radius
+ ! if 1 => reff_base = 2*reff_top
+/
+
+&UWOPTIONS
+
+doextrapolate_upperbound = .true.
+dowtg_blossey_etal_JAMES2009 = .false.
+nelapsemin = 360
+
+/
+
+&PARAMETERS
+
+caseid ='P3_128x128_cld8_r20-r30_9p5-11p5km_cod1' ,
+
+nrestart = 0,
+
+perturb_type = 7 ! puts noise in T within cloud layer
+
+CEM = .true.,
+OCEAN = .true.,
+doseawater = .true.,
+
+dosgs = .true.,
+dodamping = .true.,
+doupperbound = .true.,
+docloud = .true.,
+doprecip = .true.,
+dolongwave = .true.,
+doshortwave = .true.,
+dosurface = .true.,
+dolargescale = .true.,
+doradforcing = .false.,
+dosfcforcing = .false., !.true.,
+docoriolis = .false.,
+donudging_uv = .false., !.true.,
+donudging_tq = .false.,
+doDge_SnowAndIce = .true.,
+disablecloudradiation=.false.,
+disablecloudradiation_sw=.false.,
+
+tauls = 7200.,
+
+SFC_FLX_FXD = .false.,
+SFC_TAU_FXD = .false.,
+
+longitude0 = 0.,
+latitude0 = 0.,
+day0=0.0,
+
+nrad = 1,
+
+! note: insolation = solar_constant*cos(zenith_angle)
+! below values are equivalent to insolation = 409.5 W/m2, RCEMIP protocol!
+doperpetual = .true.
+dosolarconstant = .true.
+zenith_angle = 42.05,
+solar_constant = 551.58,
+
+dx = 250., !50000., !250 is standard?
+dy = 250.,
+
+dt = 5., !BG 5.,
+
+doisccp = .true. !.true.,
+domodis = .false. !.true.,
+domisr = .false. !.true.,
+
+nstop = 10, !3.5 d
+nprint = 120,
+nstat = 2,
+nstatfrq= 2,
+
+doSAMconditionals = .false.
+dosatupdnconditionals = .false.
+
+nsave2D = 2400,
+nsave2Dstart = 0,
+nsave2Dend = 9999999,
+save2Dbin = .true.
+
+nsave3D = 2400,
+nsave3Dstart = 0,
+nsave3Dend = 999999999,
+save3Dbin = .true.
+rad3Dout = .true.
+
+tabs_s = 295.00 !RCEMIP
+
+/
+
+
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diff --git a/scripts/postprocessing/.ipynb_checkpoints/regridding_averaging_merging_saving_RCEMIP-checkpoint.ipynb b/scripts/postprocessing/.ipynb_checkpoints/regridding_averaging_merging_saving_RCEMIP-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..327169ef28e2b22e15dd05ab2f2d8fb664f38e4d
--- /dev/null
+++ b/scripts/postprocessing/.ipynb_checkpoints/regridding_averaging_merging_saving_RCEMIP-checkpoint.ipynb
@@ -0,0 +1,578 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "example script used for processing RCEMIP data and producing vertical domain averages\n",
+ "beware - not elegant, done variable by variable!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower.\n",
+ " Based an a similar script by Aiko Voigt.\"\"\"\n",
+ "\n",
+ " #import xarray as xr\n",
+ " import numpy as np\n",
+ " from scipy import interpolate\n",
+ "\n",
+ " # target vertical levels -> as input!\n",
+ " zlev1 = np.array([0.1,0.3,0.5,0.75]) \n",
+ " zlev2 = np.arange(1, 24.1, 0.5)\n",
+ " \n",
+ " zlev_int = np.concatenate((zlev1,zlev2))\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=\"linear\", fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "# target vertical levels onto which regridded the standardized RCEMIP output\n",
+ "zlev1 = np.array([0.1,0.3,0.5,0.75]) \n",
+ "zlev2 = np.arange(1, 24.1, 0.5)\n",
+ " \n",
+ "zlev_int = np.concatenate((zlev1,zlev2))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib import ticker\n",
+ "import copy\n",
+ "import xarray as xr\n",
+ "import glob \n",
+ "\n",
+ "plt.rcParams.update({'font.size': 16}) #all to 18 if not specified other\n",
+ "\n",
+ "#path to original, standardized RCEMIP data \n",
+ "#The standardized RCEMIP output is hosted by the German Climate Computing Center (DKRZ) and is \n",
+ "#publicly available at http://hdl.handle.net/21.14101/d4beee8e-6996-453e-bbd1-ff53b6874c0e. \n",
+ "path = '/jetfs/scratch/bgasparini/DATA/RCEMIP/all/'\n",
+ "\n",
+ "#separate file, vert coord in meters\n",
+ "models_z = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam']\n",
+ "vertdim_z = ['altitude','z','z','z','lev','z']\n",
+ "\n",
+ "#1 file, vert coord in meters\n",
+ "models_z1f=['MPAS','UCLA-CRM']\n",
+ "vertdim_z1f = ['height','zt']\n",
+ "\n",
+ "##################\n",
+ "\n",
+ "#separate file, 1d height in a separate file as zg_avg (meters, not constant in time)\n",
+ "model_lev_zvar = ['CAM5_GCM','CAM6_GCM','CNRM-CM6-1','GEOS_GCM'] \n",
+ "vertdim_lev_zvar = ['zg_avg','zg_avg','zg_avg','zg_avg']#,\n",
+ "\n",
+ "models = models_z+models_z1f+ model_lev_zvar\n",
+ "\n",
+ "vertdim = vertdim_z+vertdim_z1f+vertdim_lev_zvar\n",
+ "\n",
+ "#separate files, 1d height in a separate file as zg_avg (meters, constant in time)\n",
+ "models_lev_zconst = ['ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "vertdim_lev_zconst = ['height_avg','height_avg','z_avg','z_avg','rho_height_levels','z']\n",
+ "\n",
+ "models = models_z+models_z1f+ model_lev_zvar+models_lev_zconst\n",
+ "\n",
+ "vertdim = vertdim_z+vertdim_z1f+vertdim_lev_zvar+vertdim_lev_zconst\n",
+ "\n",
+ "#1 file, 1d height in a separate file as zg_avg (meters, constant in time)\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['k','orange','crimson']"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here an example script that plots the standardized RCEMIP data and regrids them onto the chosen 0.5 km vertical grid (zlev_int). Finally, we save these processed quantities in a new ncfile if write=1.\n",
+ "\n",
+ "Added only examples for two quantities, CRH and cloud ice (in kg/kg, different from ice water content).\n",
+ "Other quantities (cloud fraction, temperature, density) were computed using the same procedure)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "MESONH 0\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "NICAM 1\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SAM_CRM 2\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SAM_GCRM 3\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SCALE 4\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "dam 5\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "MPAS 6\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "UCLA-CRM 7\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CAM5_GCM 8\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CAM6_GCM 9\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CNRM-CM6-1 10\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "GEOS_GCM 11\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "ICON_LEM_CRM 12\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "ICON_NWP_CRM 13\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SP-CAM 14\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SPX-CAM 15\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "UKMO-GA7.1 16\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CM1 17\n",
+ "295\n",
+ "300\n",
+ "305\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 2592x3024 with 19 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#CRH - both SW and LW here\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(36,42,forward=True)\n",
+ "gs = gridspec.GridSpec(15,30,height_ratios=[1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1],width_ratios=30*[1])\n",
+ "\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12,14,14,14]\n",
+ "x0 = [0,10,20]*7\n",
+ "\n",
+ "\n",
+ "dataint={}\n",
+ "for m,model in enumerate(models):\n",
+ " ax = fig.add_subplot(gs[y0[m],x0[m]:x0[m]+9])\n",
+ " print(model,m)\n",
+ " dataint[model]={}\n",
+ "\n",
+ " for s,sst in enumerate(ssts):\n",
+ " print(sst)\n",
+ " dataint[model][sst]={}\n",
+ "\n",
+ " ds = xr.merge([xr.open_dataset(v) for v in glob.glob(path+model+'/RCE_large'+sst+'/1D/'+model+'_RCE_large'+sst+'_1D*nc')],compat='override')\n",
+ "\n",
+ " #acre 0 stuff--------------\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre0 = ds['tntrs_avg'].squeeze().values - ds['tntrscs_avg'].squeeze().values + ds['tntrl_avg'].squeeze().values - ds['tntrlcs_avg'].squeeze().values\n",
+ " else:\n",
+ " acre0 = ds['tntrs_avg']- ds['tntrscs_avg'] + ds['tntrl_avg']-ds['tntrlcs_avg']\n",
+ " #acre 0 end-----------------------------\n",
+ " if model=='MPAS':\n",
+ " acre = 86400*((acre0[-600:].mean(axis=1)).squeeze()).values\n",
+ " else:\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre = 86400*((np.nanmean(acre0[-600:],axis=0)).squeeze())\n",
+ " else:\n",
+ " acre = 86400*((acre0[-600:].mean(axis=0)).squeeze()).values\n",
+ " #acre end----------------------------------\n",
+ " if m<8: #all models with vert coordinate in meters\n",
+ " zlev = ds[vertdim[m]].values/1e3 #in km\n",
+ " if (m>7) & (m<12): #all models with vert coordinate as a separate file, variable in time\n",
+ " zlev=((ds[vertdim[m]][-600:].mean(axis=0,skipna=True)).squeeze()).values/1e3\n",
+ " if m>11: #all models with vert coordinate as a separate file, constant time\n",
+ " zlev=((ds[vertdim[m]]).squeeze()).values/1e3\n",
+ "\n",
+ " if (model=='SP-CAM')|(model=='SPX-CAM'):\n",
+ " acre = acre[~np.isnan(acre)]\n",
+ " zlev = zlev[~np.isnan(zlev)]\n",
+ " \n",
+ " #here, vertical regridding: maybe on 0.5 km grid between 0 and 24 km\n",
+ " acre_interp = vertinterpolate(acre,zlev,method='scipy')\n",
+ " \n",
+ " #now, make a dictionary\n",
+ " dataint[model][sst]=acre_interp \n",
+ " \n",
+ " plt.plot(acre_interp, zlev_int,color=col[s],linewidth=3,linestyle='-',label=model+' '+sst) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1)\n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20)\n",
+ " \n",
+ " plt.xlabel('CRH [K/day]')\n",
+ " if np.mod(m,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(model)\n",
+ " \n",
+ " if m==len(models)-1:\n",
+ " ax = fig.add_subplot(gs[y0[m+1],x0[m+1]:x0[m+1]+9])\n",
+ " meansst = np.zeros((len(ssts),len(zlev_int)))\n",
+ " plotsst = np.zeros((len(zlev_int)))\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cumsst=[]\n",
+ " for model in dataint:\n",
+ " dsst = dataint[model][sst]\n",
+ " cumsst.append(dsst)\n",
+ " cumsst=np.array(cumsst)\n",
+ " meansst[s] = np.nanmean(cumsst,axis=0)\n",
+ " plotsst = np.nanmean(cumsst,axis=0)\n",
+ " plot_1quartile = np.nanpercentile(cumsst,25,axis=0)\n",
+ " plot_3quartile = np.nanpercentile(cumsst,75,axis=0)\n",
+ " plt.plot(plotsst, zlev_int,color=col[s],linewidth=3,linestyle='-')#,label='multimodel average at')\n",
+ " plt.plot(plot_1quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(zlev_int,plot_3quartile, plot_1quartile,facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20) \n",
+ " plt.title('Multimodel average + IQR (25-75 percentile)')\n",
+ "\n",
+ "plt.suptitle('LW+SW CRH, RCE_large',size=26,y=0.92)\n",
+ "#plt.savefig('path-to-file/CRH_RCE_large_analysis_0to20km_w_meanIQR_nolim.png',dpi=200,bbox_inches='tight')\n",
+ "\n",
+ "write=0\n",
+ "if (write == 1):\n",
+ " ##############WRITE IN A NC FILE##################################################\n",
+ "\n",
+ " ############################################################################\n",
+ " from netCDF4 import Dataset as NetCDFFile\n",
+ " import netCDF4\n",
+ "\n",
+ " savepath = '../data/RCEMIP_processed/'\n",
+ "\n",
+ " ncfile = NetCDFFile(savepath+'RCElarge_crh_from_1D_files_z24_testprocess.nc', 'w', format='NETCDF4_CLASSIC')\n",
+ "\n",
+ " alt = ncfile.createDimension('alt', len(zlev_int) )\n",
+ " model= ncfile.createDimension('model', len(models) )\n",
+ " sst = ncfile.createDimension('sst', 3 )\n",
+ " nchar = ncfile.createDimension('nchar',len(models))\n",
+ " nchar2 = ncfile.createDimension('nchar2',12) #12 is the lenght of the longest model name\n",
+ "\n",
+ " #Create variables for the dimensions (so that we can have values there)\n",
+ " alt= ncfile.createVariable('alt', np.float32, ('alt',))\n",
+ " sst= ncfile.createVariable('sst', np.float32, ('sst',))\n",
+ " \n",
+ " # Create the actual 2-d variable\n",
+ " cli_avg = ncfile.createVariable('hr_acre', np.dtype('float32').char, ('model','sst','alt'))\n",
+ " #cli_avg = ncfile.createVariable('clear_sky_radiative_heating', np.dtype('float32').char, ('model','sst','alt')) \n",
+ " modelnames= ncfile.createVariable('names_of_models', 'S1',('nchar','nchar2'))\n",
+ " \n",
+ " str_out = netCDF4.stringtochar(np.array(models,'S'))\n",
+ " \n",
+ " # Variable Attributes \n",
+ " cli_avg.units = 'K/day'\n",
+ " \n",
+ " #assign values\n",
+ " alt[:] = zlev_int\n",
+ " sst[:] = ssts\n",
+ " model = models #np.enumerate(models)\n",
+ " modelnames[:]=str_out\n",
+ " for m,model in enumerate(models):\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cli_avg[m,s,:] = dataint[model][sst]\n",
+ "\n",
+ "\n",
+ " ncfile.close()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "MESONH 0\n",
+ "NICAM 1\n",
+ "SAM_CRM 2\n",
+ "SAM_GCRM 3\n",
+ "SCALE 4\n",
+ "dam 5\n",
+ "MPAS 6\n",
+ "UCLA-CRM 7\n",
+ "CAM5_GCM 8\n",
+ "CAM6_GCM 9\n",
+ "CNRM-CM6-1 10\n",
+ "GEOS_GCM 11\n",
+ "ICON_LEM_CRM 12\n",
+ "ICON_NWP_CRM 13\n",
+ "SP-CAM 14\n",
+ "SPX-CAM 15\n",
+ "UKMO-GA7.1 16\n",
+ "CM1 17\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 2592x3024 with 19 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#cloud ice -> in units kg/kg\n",
+ "# to compute ice water content, need to multiply with air density!!!\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(36,42,forward=True)\n",
+ "gs = gridspec.GridSpec(15,30,height_ratios=[1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1],width_ratios=30*[1])\n",
+ "\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12,14,14,14]\n",
+ "x0 = [0,10,20]*7\n",
+ "\n",
+ "\n",
+ "dataint={}\n",
+ "for m,model in enumerate(models):\n",
+ " ax = fig.add_subplot(gs[y0[m],x0[m]:x0[m]+9])\n",
+ " print(model,m)\n",
+ " dataint[model]={}\n",
+ " \n",
+ " for s,sst in enumerate(ssts):\n",
+ " #print(sst)\n",
+ " dataint[model][sst]={}\n",
+ "\n",
+ " ds = xr.merge([xr.open_dataset(v) for v in glob.glob(path+model+'/RCE_large'+sst+'/1D/'+model+'_RCE_large'+sst+'_1D*nc')],compat='override')\n",
+ "\n",
+ " #acre 0 stuff--------------\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre0 = ds['cli_avg'].squeeze().values \n",
+ " elif (model=='UCLA-CRM'):\n",
+ " acre0 = ds['cli_avg']#+ ds['graupel_avg'] + ds['hail_avg']+ds['snow_avg'] => falling ice not included here\n",
+ " elif (model=='GEOS_GCM') | (model=='UKMO-GA7.1'):\n",
+ " acre0 = ds['cli_avg']\n",
+ " else:\n",
+ " acre0 = ds['cli_avg']\n",
+ " #acre 0 end-----------------------------\n",
+ " if model=='MPAS':\n",
+ " acre = ((acre0[-600:].mean(axis=1)).squeeze()).values\n",
+ " else:\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre = ((acre0[-600:].mean(axis=0)).squeeze()) \n",
+ " else:\n",
+ " acre = ((acre0[-600:].mean(axis=0)).squeeze()).values\n",
+ " #acre end----------------------------------\n",
+ " \n",
+ " if m<8: #all models with vert coordinate in meters\n",
+ " zlev = ds[vertdim[m]].values/1e3 #in km\n",
+ " if (m>7) & (m<12): #all models with vert coordinate as a separate file, variable in time\n",
+ " zlev=((ds[vertdim[m]][-600:].mean(axis=0,skipna=True)).squeeze()).values/1e3\n",
+ " if m>11: #all models with vert coordinate as a separate file, constant time\n",
+ " zlev=((ds[vertdim[m]]).squeeze()).values/1e3\n",
+ "\n",
+ " if (model=='SP-CAM')|(model=='SPX-CAM'):\n",
+ " acre = acre[~np.isnan(acre)]\n",
+ " zlev = zlev[~np.isnan(zlev)]\n",
+ " \n",
+ " #here, vertical regridding: maybe on 0.5 km grid between 0 and 24 km\n",
+ " acre_interp = vertinterpolate(acre,zlev,method='scipy')\n",
+ " \n",
+ " #now, make a dictionary\n",
+ " dataint[model][sst]=acre_interp\n",
+ "\n",
+ " plt.plot(acre_interp, zlev_int,color=col[s],linewidth=3,linestyle='-',label=model+' '+sst) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1)\n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20)\n",
+ " \n",
+ " plt.xlabel('cloud ice [kg/kg]')\n",
+ " if np.mod(m,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(model)\n",
+ " \n",
+ " if m==len(models)-1:\n",
+ " ax = fig.add_subplot(gs[y0[m+1],x0[m+1]:x0[m+1]+9])\n",
+ " meansst = np.zeros((len(ssts),len(zlev_int)))\n",
+ " plotsst = np.zeros((len(zlev_int)))\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cumsst=[]\n",
+ " for model in dataint:\n",
+ " #print(model)\n",
+ " dsst = dataint[model][sst]\n",
+ " cumsst.append(dsst)\n",
+ " cumsst=np.array(cumsst)\n",
+ " meansst[s] = np.nanmean(cumsst,axis=0)\n",
+ " plotsst = np.nanmean(cumsst,axis=0)\n",
+ " plot_1quartile = np.nanpercentile(cumsst,25,axis=0)\n",
+ " plot_3quartile = np.nanpercentile(cumsst,75,axis=0)\n",
+ " plt.plot(plotsst, zlev_int,color=col[s],linewidth=3,linestyle='-')#,label='multimodel average at')\n",
+ " plt.plot(plot_1quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(zlev_int,plot_3quartile, plot_1quartile,facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20) \n",
+ " plt.title('Multimodel average + IQR (25-75 percentile)')\n",
+ "\n",
+ "plt.suptitle('cloud ice, RCE_large',size=26,y=0.92)\n",
+ "\n",
+ "#plt.savefig('/path-to-file/cloud_ice_RCE_large_analysis_nolim.pdf',dpi=200,bbox_inches='tight')\n",
+ "\n",
+ "\n",
+ "write=0\n",
+ "if (write == 1):\n",
+ " ##############WRITE IN A NC FILE##################################################\n",
+ "\n",
+ " ############################################################################\n",
+ " from netCDF4 import Dataset as NetCDFFile\n",
+ " import netCDF4\n",
+ "\n",
+ " savepath = '../data/RCEMIP_processed/'\n",
+ "\n",
+ " ncfile = NetCDFFile(savepath+'RCElarge_qi_from_1D_files_z24_testprocess.nc', 'w', format='NETCDF4_CLASSIC')\n",
+ "\n",
+ " alt = ncfile.createDimension('alt', len(zlev_int) )\n",
+ " model= ncfile.createDimension('model', len(models) )\n",
+ " sst = ncfile.createDimension('sst', 3 )\n",
+ " nchar = ncfile.createDimension('nchar',len(models))\n",
+ " nchar2 = ncfile.createDimension('nchar2',12) \n",
+ " \n",
+ " #Create variables for the dimensions (so that we can have values there)\n",
+ " alt= ncfile.createVariable('alt', np.float32, ('alt',))\n",
+ " sst= ncfile.createVariable('sst', np.float32, ('sst',))\n",
+ " \n",
+ " # Create the actual 2-d variable\n",
+ " cli_avg = ncfile.createVariable('ice_mixing_ratio', np.dtype('float32').char, ('model','sst','alt'))\n",
+ " \n",
+ " modelnames= ncfile.createVariable('names_of_models', 'S1',('nchar','nchar2'))\n",
+ " \n",
+ " str_out = netCDF4.stringtochar(np.array(models,'S'))\n",
+ " \n",
+ " # Variable Attributes \n",
+ " cli_avg.units = 'kg/kg'\n",
+ " \n",
+ " #assign values\n",
+ " alt[:] = zlev_int\n",
+ " sst[:] = ssts\n",
+ " model = models #np.enumerate(models)\n",
+ " modelnames[:]=str_out\n",
+ " for m,model in enumerate(models):\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cli_avg[m,s,:] = dataint[model][sst]\n",
+ "\n",
+ "\n",
+ " ncfile.close()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env",
+ "language": "python",
+ "name": "blaz_env"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/postprocessing/regridding_averaging_merging_saving_RCEMIP.ipynb b/scripts/postprocessing/regridding_averaging_merging_saving_RCEMIP.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c70a1d8fd4bce21f95acdb348ecaaf8215d5b28f
--- /dev/null
+++ b/scripts/postprocessing/regridding_averaging_merging_saving_RCEMIP.ipynb
@@ -0,0 +1,578 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "example script used for processing RCEMIP data and producing vertical domain averages\n",
+ "beware - not elegant, done variable by variable!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower.\n",
+ " Based an a similar script by Aiko Voigt.\"\"\"\n",
+ "\n",
+ " #import xarray as xr\n",
+ " import numpy as np\n",
+ " from scipy import interpolate\n",
+ "\n",
+ " # target vertical levels -> as input!\n",
+ " zlev1 = np.array([0.1,0.3,0.5,0.75]) \n",
+ " zlev2 = np.arange(1, 24.1, 0.5)\n",
+ " \n",
+ " zlev_int = np.concatenate((zlev1,zlev2))\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=\"linear\", fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "# target vertical levels onto which regridded the standardized RCEMIP output\n",
+ "zlev1 = np.array([0.1,0.3,0.5,0.75]) \n",
+ "zlev2 = np.arange(1, 24.1, 0.5)\n",
+ " \n",
+ "zlev_int = np.concatenate((zlev1,zlev2))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib import ticker\n",
+ "import copy\n",
+ "import xarray as xr\n",
+ "import glob \n",
+ "\n",
+ "plt.rcParams.update({'font.size': 16}) #all to 18 if not specified other\n",
+ "\n",
+ "#path to original, standardized RCEMIP data \n",
+ "#The standardized RCEMIP output is hosted by the German Climate Computing Center (DKRZ) and is \n",
+ "#publicly available at http://hdl.handle.net/21.14101/d4beee8e-6996-453e-bbd1-ff53b6874c0e. \n",
+ "path = '/path-to-your-RCEMIP-data-folder/'\n",
+ "\n",
+ "#separate file, vert coord in meters\n",
+ "models_z = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam']\n",
+ "vertdim_z = ['altitude','z','z','z','lev','z']\n",
+ "\n",
+ "#1 file, vert coord in meters\n",
+ "models_z1f=['MPAS','UCLA-CRM']\n",
+ "vertdim_z1f = ['height','zt']\n",
+ "\n",
+ "##################\n",
+ "\n",
+ "#separate file, 1d height in a separate file as zg_avg (meters, not constant in time)\n",
+ "model_lev_zvar = ['CAM5_GCM','CAM6_GCM','CNRM-CM6-1','GEOS_GCM'] \n",
+ "vertdim_lev_zvar = ['zg_avg','zg_avg','zg_avg','zg_avg']#,\n",
+ "\n",
+ "models = models_z+models_z1f+ model_lev_zvar\n",
+ "\n",
+ "vertdim = vertdim_z+vertdim_z1f+vertdim_lev_zvar\n",
+ "\n",
+ "#separate files, 1d height in a separate file as zg_avg (meters, constant in time)\n",
+ "models_lev_zconst = ['ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "vertdim_lev_zconst = ['height_avg','height_avg','z_avg','z_avg','rho_height_levels','z']\n",
+ "\n",
+ "models = models_z+models_z1f+ model_lev_zvar+models_lev_zconst\n",
+ "\n",
+ "vertdim = vertdim_z+vertdim_z1f+vertdim_lev_zvar+vertdim_lev_zconst\n",
+ "\n",
+ "#1 file, 1d height in a separate file as zg_avg (meters, constant in time)\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['k','orange','crimson']"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here an example script that plots the standardized RCEMIP data and regrids them onto the chosen 0.5 km vertical grid (zlev_int). Finally, we save these processed quantities in a new ncfile if write=1.\n",
+ "\n",
+ "Added only examples for two quantities, CRH and cloud ice (in kg/kg, different from ice water content).\n",
+ "Other quantities (cloud fraction, temperature, density) were computed using the same procedure)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "MESONH 0\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "NICAM 1\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SAM_CRM 2\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SAM_GCRM 3\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SCALE 4\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "dam 5\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "MPAS 6\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "UCLA-CRM 7\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CAM5_GCM 8\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CAM6_GCM 9\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CNRM-CM6-1 10\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "GEOS_GCM 11\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "ICON_LEM_CRM 12\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "ICON_NWP_CRM 13\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SP-CAM 14\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "SPX-CAM 15\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "UKMO-GA7.1 16\n",
+ "295\n",
+ "300\n",
+ "305\n",
+ "CM1 17\n",
+ "295\n",
+ "300\n",
+ "305\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 2592x3024 with 19 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#CRH - both SW and LW here\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(36,42,forward=True)\n",
+ "gs = gridspec.GridSpec(15,30,height_ratios=[1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1],width_ratios=30*[1])\n",
+ "\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12,14,14,14]\n",
+ "x0 = [0,10,20]*7\n",
+ "\n",
+ "\n",
+ "dataint={}\n",
+ "for m,model in enumerate(models):\n",
+ " ax = fig.add_subplot(gs[y0[m],x0[m]:x0[m]+9])\n",
+ " print(model,m)\n",
+ " dataint[model]={}\n",
+ "\n",
+ " for s,sst in enumerate(ssts):\n",
+ " print(sst)\n",
+ " dataint[model][sst]={}\n",
+ "\n",
+ " ds = xr.merge([xr.open_dataset(v) for v in glob.glob(path+model+'/RCE_large'+sst+'/1D/'+model+'_RCE_large'+sst+'_1D*nc')],compat='override')\n",
+ "\n",
+ " #acre 0 stuff--------------\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre0 = ds['tntrs_avg'].squeeze().values - ds['tntrscs_avg'].squeeze().values + ds['tntrl_avg'].squeeze().values - ds['tntrlcs_avg'].squeeze().values\n",
+ " else:\n",
+ " acre0 = ds['tntrs_avg']- ds['tntrscs_avg'] + ds['tntrl_avg']-ds['tntrlcs_avg']\n",
+ " #acre 0 end-----------------------------\n",
+ " if model=='MPAS':\n",
+ " acre = 86400*((acre0[-600:].mean(axis=1)).squeeze()).values\n",
+ " else:\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre = 86400*((np.nanmean(acre0[-600:],axis=0)).squeeze())\n",
+ " else:\n",
+ " acre = 86400*((acre0[-600:].mean(axis=0)).squeeze()).values\n",
+ " #acre end----------------------------------\n",
+ " if m<8: #all models with vert coordinate in meters\n",
+ " zlev = ds[vertdim[m]].values/1e3 #in km\n",
+ " if (m>7) & (m<12): #all models with vert coordinate as a separate file, variable in time\n",
+ " zlev=((ds[vertdim[m]][-600:].mean(axis=0,skipna=True)).squeeze()).values/1e3\n",
+ " if m>11: #all models with vert coordinate as a separate file, constant time\n",
+ " zlev=((ds[vertdim[m]]).squeeze()).values/1e3\n",
+ "\n",
+ " if (model=='SP-CAM')|(model=='SPX-CAM'):\n",
+ " acre = acre[~np.isnan(acre)]\n",
+ " zlev = zlev[~np.isnan(zlev)]\n",
+ " \n",
+ " #here, vertical regridding: maybe on 0.5 km grid between 0 and 24 km\n",
+ " acre_interp = vertinterpolate(acre,zlev,method='scipy')\n",
+ " \n",
+ " #now, make a dictionary\n",
+ " dataint[model][sst]=acre_interp \n",
+ " \n",
+ " plt.plot(acre_interp, zlev_int,color=col[s],linewidth=3,linestyle='-',label=model+' '+sst) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1)\n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20)\n",
+ " \n",
+ " plt.xlabel('CRH [K/day]')\n",
+ " if np.mod(m,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(model)\n",
+ " \n",
+ " if m==len(models)-1:\n",
+ " ax = fig.add_subplot(gs[y0[m+1],x0[m+1]:x0[m+1]+9])\n",
+ " meansst = np.zeros((len(ssts),len(zlev_int)))\n",
+ " plotsst = np.zeros((len(zlev_int)))\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cumsst=[]\n",
+ " for model in dataint:\n",
+ " dsst = dataint[model][sst]\n",
+ " cumsst.append(dsst)\n",
+ " cumsst=np.array(cumsst)\n",
+ " meansst[s] = np.nanmean(cumsst,axis=0)\n",
+ " plotsst = np.nanmean(cumsst,axis=0)\n",
+ " plot_1quartile = np.nanpercentile(cumsst,25,axis=0)\n",
+ " plot_3quartile = np.nanpercentile(cumsst,75,axis=0)\n",
+ " plt.plot(plotsst, zlev_int,color=col[s],linewidth=3,linestyle='-')#,label='multimodel average at')\n",
+ " plt.plot(plot_1quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(zlev_int,plot_3quartile, plot_1quartile,facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20) \n",
+ " plt.title('Multimodel average + IQR (25-75 percentile)')\n",
+ "\n",
+ "plt.suptitle('LW+SW CRH, RCE_large',size=26,y=0.92)\n",
+ "#plt.savefig('path-to-file/CRH_RCE_large_analysis_0to20km_w_meanIQR_nolim.png',dpi=200,bbox_inches='tight')\n",
+ "\n",
+ "write=0\n",
+ "if (write == 1):\n",
+ " ##############WRITE IN A NC FILE##################################################\n",
+ "\n",
+ " ############################################################################\n",
+ " from netCDF4 import Dataset as NetCDFFile\n",
+ " import netCDF4\n",
+ "\n",
+ " savepath = '../data/RCEMIP_processed/'\n",
+ "\n",
+ " ncfile = NetCDFFile(savepath+'RCElarge_crh_from_1D_files_z24_testprocess.nc', 'w', format='NETCDF4_CLASSIC')\n",
+ "\n",
+ " alt = ncfile.createDimension('alt', len(zlev_int) )\n",
+ " model= ncfile.createDimension('model', len(models) )\n",
+ " sst = ncfile.createDimension('sst', 3 )\n",
+ " nchar = ncfile.createDimension('nchar',len(models))\n",
+ " nchar2 = ncfile.createDimension('nchar2',12) #12 is the lenght of the longest model name\n",
+ "\n",
+ " #Create variables for the dimensions (so that we can have values there)\n",
+ " alt= ncfile.createVariable('alt', np.float32, ('alt',))\n",
+ " sst= ncfile.createVariable('sst', np.float32, ('sst',))\n",
+ " \n",
+ " # Create the actual 2-d variable\n",
+ " cli_avg = ncfile.createVariable('hr_acre', np.dtype('float32').char, ('model','sst','alt'))\n",
+ " #cli_avg = ncfile.createVariable('clear_sky_radiative_heating', np.dtype('float32').char, ('model','sst','alt')) \n",
+ " modelnames= ncfile.createVariable('names_of_models', 'S1',('nchar','nchar2'))\n",
+ " \n",
+ " str_out = netCDF4.stringtochar(np.array(models,'S'))\n",
+ " \n",
+ " # Variable Attributes \n",
+ " cli_avg.units = 'K/day'\n",
+ " \n",
+ " #assign values\n",
+ " alt[:] = zlev_int\n",
+ " sst[:] = ssts\n",
+ " model = models #np.enumerate(models)\n",
+ " modelnames[:]=str_out\n",
+ " for m,model in enumerate(models):\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cli_avg[m,s,:] = dataint[model][sst]\n",
+ "\n",
+ "\n",
+ " ncfile.close()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "MESONH 0\n",
+ "NICAM 1\n",
+ "SAM_CRM 2\n",
+ "SAM_GCRM 3\n",
+ "SCALE 4\n",
+ "dam 5\n",
+ "MPAS 6\n",
+ "UCLA-CRM 7\n",
+ "CAM5_GCM 8\n",
+ "CAM6_GCM 9\n",
+ "CNRM-CM6-1 10\n",
+ "GEOS_GCM 11\n",
+ "ICON_LEM_CRM 12\n",
+ "ICON_NWP_CRM 13\n",
+ "SP-CAM 14\n",
+ "SPX-CAM 15\n",
+ "UKMO-GA7.1 16\n",
+ "CM1 17\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 2592x3024 with 19 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#cloud ice -> in units kg/kg\n",
+ "# to compute ice water content, need to multiply with air density!!!\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(36,42,forward=True)\n",
+ "gs = gridspec.GridSpec(15,30,height_ratios=[1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1,0.1,1],width_ratios=30*[1])\n",
+ "\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12,14,14,14]\n",
+ "x0 = [0,10,20]*7\n",
+ "\n",
+ "\n",
+ "dataint={}\n",
+ "for m,model in enumerate(models):\n",
+ " ax = fig.add_subplot(gs[y0[m],x0[m]:x0[m]+9])\n",
+ " print(model,m)\n",
+ " dataint[model]={}\n",
+ " \n",
+ " for s,sst in enumerate(ssts):\n",
+ " #print(sst)\n",
+ " dataint[model][sst]={}\n",
+ "\n",
+ " ds = xr.merge([xr.open_dataset(v) for v in glob.glob(path+model+'/RCE_large'+sst+'/1D/'+model+'_RCE_large'+sst+'_1D*nc')],compat='override')\n",
+ "\n",
+ " #acre 0 stuff--------------\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre0 = ds['cli_avg'].squeeze().values \n",
+ " elif (model=='UCLA-CRM'):\n",
+ " acre0 = ds['cli_avg']#+ ds['graupel_avg'] + ds['hail_avg']+ds['snow_avg'] => falling ice not included here\n",
+ " elif (model=='GEOS_GCM') | (model=='UKMO-GA7.1'):\n",
+ " acre0 = ds['cli_avg']\n",
+ " else:\n",
+ " acre0 = ds['cli_avg']\n",
+ " #acre 0 end-----------------------------\n",
+ " if model=='MPAS':\n",
+ " acre = ((acre0[-600:].mean(axis=1)).squeeze()).values\n",
+ " else:\n",
+ " if (model=='ICON_LEM_CRM') | (model=='ICON_NWP_CRM'):\n",
+ " acre = ((acre0[-600:].mean(axis=0)).squeeze()) \n",
+ " else:\n",
+ " acre = ((acre0[-600:].mean(axis=0)).squeeze()).values\n",
+ " #acre end----------------------------------\n",
+ " \n",
+ " if m<8: #all models with vert coordinate in meters\n",
+ " zlev = ds[vertdim[m]].values/1e3 #in km\n",
+ " if (m>7) & (m<12): #all models with vert coordinate as a separate file, variable in time\n",
+ " zlev=((ds[vertdim[m]][-600:].mean(axis=0,skipna=True)).squeeze()).values/1e3\n",
+ " if m>11: #all models with vert coordinate as a separate file, constant time\n",
+ " zlev=((ds[vertdim[m]]).squeeze()).values/1e3\n",
+ "\n",
+ " if (model=='SP-CAM')|(model=='SPX-CAM'):\n",
+ " acre = acre[~np.isnan(acre)]\n",
+ " zlev = zlev[~np.isnan(zlev)]\n",
+ " \n",
+ " #here, vertical regridding: maybe on 0.5 km grid between 0 and 24 km\n",
+ " acre_interp = vertinterpolate(acre,zlev,method='scipy')\n",
+ " \n",
+ " #now, make a dictionary\n",
+ " dataint[model][sst]=acre_interp\n",
+ "\n",
+ " plt.plot(acre_interp, zlev_int,color=col[s],linewidth=3,linestyle='-',label=model+' '+sst) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1)\n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20)\n",
+ " \n",
+ " plt.xlabel('cloud ice [kg/kg]')\n",
+ " if np.mod(m,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(model)\n",
+ " \n",
+ " if m==len(models)-1:\n",
+ " ax = fig.add_subplot(gs[y0[m+1],x0[m+1]:x0[m+1]+9])\n",
+ " meansst = np.zeros((len(ssts),len(zlev_int)))\n",
+ " plotsst = np.zeros((len(zlev_int)))\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cumsst=[]\n",
+ " for model in dataint:\n",
+ " #print(model)\n",
+ " dsst = dataint[model][sst]\n",
+ " cumsst.append(dsst)\n",
+ " cumsst=np.array(cumsst)\n",
+ " meansst[s] = np.nanmean(cumsst,axis=0)\n",
+ " plotsst = np.nanmean(cumsst,axis=0)\n",
+ " plot_1quartile = np.nanpercentile(cumsst,25,axis=0)\n",
+ " plot_3quartile = np.nanpercentile(cumsst,75,axis=0)\n",
+ " plt.plot(plotsst, zlev_int,color=col[s],linewidth=3,linestyle='-')#,label='multimodel average at')\n",
+ " plt.plot(plot_1quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile, zlev_int,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(zlev_int,plot_3quartile, plot_1quartile,facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=1) \n",
+ " #plt.xlim(-0.6,2.5)\n",
+ " plt.ylim(0,20) \n",
+ " plt.title('Multimodel average + IQR (25-75 percentile)')\n",
+ "\n",
+ "plt.suptitle('cloud ice, RCE_large',size=26,y=0.92)\n",
+ "\n",
+ "#plt.savefig('/path-to-file/cloud_ice_RCE_large_analysis_nolim.pdf',dpi=200,bbox_inches='tight')\n",
+ "\n",
+ "\n",
+ "write=0\n",
+ "if (write == 1):\n",
+ " ##############WRITE IN A NC FILE##################################################\n",
+ "\n",
+ " ############################################################################\n",
+ " from netCDF4 import Dataset as NetCDFFile\n",
+ " import netCDF4\n",
+ "\n",
+ " savepath = '../data/RCEMIP_processed/'\n",
+ "\n",
+ " ncfile = NetCDFFile(savepath+'RCElarge_qi_from_1D_files_z24_testprocess.nc', 'w', format='NETCDF4_CLASSIC')\n",
+ "\n",
+ " alt = ncfile.createDimension('alt', len(zlev_int) )\n",
+ " model= ncfile.createDimension('model', len(models) )\n",
+ " sst = ncfile.createDimension('sst', 3 )\n",
+ " nchar = ncfile.createDimension('nchar',len(models))\n",
+ " nchar2 = ncfile.createDimension('nchar2',12) \n",
+ " \n",
+ " #Create variables for the dimensions (so that we can have values there)\n",
+ " alt= ncfile.createVariable('alt', np.float32, ('alt',))\n",
+ " sst= ncfile.createVariable('sst', np.float32, ('sst',))\n",
+ " \n",
+ " # Create the actual 2-d variable\n",
+ " cli_avg = ncfile.createVariable('ice_mixing_ratio', np.dtype('float32').char, ('model','sst','alt'))\n",
+ " \n",
+ " modelnames= ncfile.createVariable('names_of_models', 'S1',('nchar','nchar2'))\n",
+ " \n",
+ " str_out = netCDF4.stringtochar(np.array(models,'S'))\n",
+ " \n",
+ " # Variable Attributes \n",
+ " cli_avg.units = 'kg/kg'\n",
+ " \n",
+ " #assign values\n",
+ " alt[:] = zlev_int\n",
+ " sst[:] = ssts\n",
+ " model = models #np.enumerate(models)\n",
+ " modelnames[:]=str_out\n",
+ " for m,model in enumerate(models):\n",
+ " for s,sst in enumerate(ssts):\n",
+ " cli_avg[m,s,:] = dataint[model][sst]\n",
+ "\n",
+ "\n",
+ " ncfile.close()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env",
+ "language": "python",
+ "name": "blaz_env"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/Fig1_zenodo_radiative_transfer_cloud-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/Fig1_zenodo_radiative_transfer_cloud-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..aa28286a55e9ba7a4cdc82100a8bff1cb2b556e3
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/Fig1_zenodo_radiative_transfer_cloud-checkpoint.ipynb
@@ -0,0 +1,446 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib.colors import LogNorm\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Note for SAM output: the variable RADQRC is DIAGNOSTIC!\n",
+ "RADQRCLW and RADQRCSW are taken directly from the code, so better use those variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.rcParams.update({'font.size': 22}) #all to 22 if not specified other\n",
+ "\n",
+ "#####IWP vs cloud cover plot#############\n",
+ "path2d ='../../data/radiative-transfer-model/' \n",
+ "varname = ['p','z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QI']\n",
+ "\n",
+ "names = ['9p5-11p5km','12p25-14p25km'] #base temp 0.8 K warmer in the 305K case\n",
+ "\n",
+ "temps = ['295','305']\n",
+ "\n",
+ "col = ['k','crimson','dodgerblue','c']\n",
+ "\n",
+ "var = ['RADQR','RADQRLW','RADQRSW'] #full sky\n",
+ "cvar = ['RADQRCLW','RADQRCLW','RADQRCSW'] #clear sky \n",
+ "\n",
+ "\n",
+ "vvars = ['NET','LW','SW']\n",
+ "left = [0,10]\n",
+ "right = [9,19]\n",
+ "\n",
+ "y1 = [9.5,12.25]\n",
+ "y2 = [11.5,14.25]\n",
+ "cod = ['SST=295','SST=305']\n",
+ "#############################\n",
+ "abc = ['a','b','c','d','e','f']\n",
+ "##################################"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "15500.0\n",
+ "0 [5026.3154, 9500, 11500, 20000]\n",
+ "[36, 54, 62, 96] [ 5026.3154 9500. 11500. 20000. ]\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n",
+ "17000.0\n",
+ "1 [5026.3154, 12250, 14250, 20000]\n",
+ "[36, 65, 73, 96] [ 5026.3154 12250. 14250. 20000. ]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, alt / 1000, color=col[v], linewidth=3)\n",
+ " plt.ylim(3, 20)\n",
+ " plt.xlim(-0.5, 10)\n",
+ "\n",
+ " plt.axvline(0, color='grey', linewidth=1.)\n",
+ " ax.get_xaxis().set_ticks([-2, 0, 2, 4, 6, 8, 10])\n",
+ " if t == 0:\n",
+ " plt.ylabel('altitude [km]', size=24)\n",
+ " ax.tick_params(axis='y', which='major', pad=15)\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " plt.text(0.965, 0.46, 'cloud', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=24, color='black')\n",
+ " if t == 1:\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " leg = plt.legend(vvars, loc='best', fontsize=28, frameon=False, handlelength=0,\n",
+ " markerscale=0, labelspacing=0.07, bbox_to_anchor=(0.5, 0., 0.5, 0.5)) # prop=legend_properties)\n",
+ " legcolor(leg)\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((6, 6), 1.5, 5, color='white', alpha=1)) # white shading over legend dots\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, y1[t]), 10, 2, color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015)\n",
+ "\n",
+ " plt.text(0.2, 1.07, abc[t] + ')', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=24, color='black', bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['left'].set_position(('data', 0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-2., 10)\n",
+ "\n",
+ " # Create a twin y-axis for temperature\n",
+ " ax2 = ax.twinx()\n",
+ " ax2.set_ylim(3, 20)\n",
+ " ax2.set_xlim(-2, 10.3)\n",
+ " if t==1:\n",
+ " ax2.set_ylabel('temperature [K]', size=24)\n",
+ " ax2.tick_params(axis='y', which='major', pad=15)\n",
+ "\n",
+ " # Plot temperature values on the temperature y-axis\n",
+ " temp_values = temp = data_2d['TABS'][0].squeeze() # data_2d['TABS'][0].squeeze()\n",
+ " tminalt=alt[np.argmin(temp_values)]\n",
+ " print(tminalt)\n",
+ " # Set temperature values as y-axis tick labels\n",
+ " if t == 0:\n",
+ " alt1 = [5026.3154, 9500, 11500,20000]#tminalt]\n",
+ " else:\n",
+ " alt1 = [5026.3154, 12250, 14250, 20000]#tminalt]\n",
+ " alt2 = [val -3000 for val in alt1] #because axis starts at 3 km!\n",
+ " #print(alt2)\n",
+ " ax2.set_yticks(alt2) # Set tick locations based on altitude values\n",
+ " \n",
+ " \n",
+ " print(t,alt1)\n",
+ " alt_indices = [np.abs(alt - val).argmin() for val in alt1] # Convert alt1 values to indices\n",
+ " print(alt_indices,alt[alt_indices])\n",
+ " #alt_indices = [index - 14 for index in alt_indices] # Subtract 4 from each index\n",
+ " ax2.set_yticklabels([f'{temp_values[i]:.0f}' for i in alt_indices], fontsize=24)\n",
+ " \n",
+ " # Remove top and right plot boundary lines\n",
+ " ax2.spines['top'].set_visible(False)\n",
+ " ax2.spines['left'].set_visible(False)\n",
+ " ax2.spines['bottom'].set_bounds(-2., 10)\n",
+ " \n",
+ "\n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##Same but in pressure space"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "abcd = ['a','b','c','d']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(-0.5, 10)\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, ctop[t]), 10, cextent[t], color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ "\n",
+ " plt.text(0.965, 0.14, 'cloud vertical extent: ' + str(cextent[t]) + ' hPa', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black')\n",
+ " plt.text(0.965, 0.07, '2 km', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black') \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " plt.text(-0.11,1.08,abcd[t]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig_S1ab_pressure_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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w4BFpjx07dviMg6yO+JUHDx48ePDgEWmPWIzhbIYRi2leV0ePHtVXX32lRYsW6U9/+pNqamrUrVs3Pffcc5o+fXrA2509e7bmz58vyZxQ/q233nIpk5SUpMbGRknmWZSEBO8X5n73u9/Vc889J0l67rnndOWVV3os2/4Me2Vlpfr27as9e/YoOzu7w8cDa6iurlbv3r21d+9eZWVlhbs6iFD0E/iDfgJ/VFVVqU+fPqqoqFBOTk64qxM1iF8RS/i9sAba2Tpoa2uI5RgupofMO0pPT9eoUaM0atQoXX311Zo0aZIOHjyo888/Xx9//LFGjhwZ0Hbvu+8+PfXUUzIMQ++9956OHz+u1NRUpzIZGRmqqKiQJNXV1SkjI8PrNo8fP25fzszM9Fo2OTlZycnJLs9nZ2fzpQSfsrKy6CfwiX4Cf9BP4I+4OEvezzNgxK+IRfxeWAPtbB20tTXEYgwXe0fkh4EDB+r++++XZE5W//vf/z7gbfXs2VMnnHCCJPNs986dO13KOGbRDx8+7HObjnMnxVoGHgAAAB1H/AoAABA6lkyIStLMmTPtyx988EFQ23KcaN7dJPInnXSSfdldwNmeYxnH9wIAAMC6iF8BAABCw7IJUcehPL7uhOlLWVmZfdndGfHhw4fbl9euXet1WyUlJdq7d68kqbCwUAUFBR2qS3Jysu655x63w5CAVvQT+IN+An/QT+AP+kloEL8imtHO1kA7WwdtbQ2x3M6WualSe5s2bbIHej179tS+ffsC2s6+ffvUp08fGYah5ORklZeXKy0tzanM+++/r7POOkuSNHXqVC1btszj9ubPn6/Zs2dLkq6//nr7hPcAAACwNuJXAACA0LDsFaKPPfaYfXnChAkBb+euu+5Sa0552rRpLsGkJE2ZMkXFxcWSzOFN69atc7ut5uZmPfzww/b1WbNmBVwvAAAAxBbiVwAAgNCIqYToY489pmXLlsnbRa/Nzc164IEH9Oijj9qf+/73v+9UZvv27XrooYdUXV3tcTuNjY2688479dRTT9mfu+uuu9yWjY+P1913321fv/baa1VaWupS7uc//7k2bNggyQxyp0+f7nH/AAAAiH7ErwAAAF0vpobMX3/99Xr66afVu3dvnX322Ro+fLgKCwuVlJSkyspKbdq0SYsWLdKuXbvs75k7d67LXTo3bNig0aNHKzk5WWeeeabGjRun/v37KzMzU7W1tdq4caNeeukl+1xJkvS73/1Ov/jFLzzWrampSTNmzNC7774rSSouLtacOXM0ZMgQlZeX6/nnn9fKlSslSdnZ2Vq1apWGDh0awk8HAAAAkYb4FQAAoOvFZELUH9nZ2br//vt1yy23uLzWGlD6IysrS3/5y1/s8yZ5U1NTo6uuukqLFy/2WKZXr1568cUXdcYZZ/i1fwAAAEQv4lcAAICuF1MJ0draWq1atUrLly/XmjVrdODAAZWWlqqmpkbp6ekqKirSiBEjNH36dF122WXKzs52u536+np98MEHWrNmjT766CPt2rVLR44cUUVFhZKTk5Wfn6+RI0fq7LPP1jXXXKOsrKwO1XPRokV65plntHbtWpWWliozM1MDBw7UxRdfrJtvvtljvQAAABBbiF8BAADCwEDAXn/9deOSSy4x+vTpYyQnJxsFBQXGaaedZjz44INGZWVlp+xz2bJlxjXXXGP079/fSElJMXJzc43Ro0cb99xzj3HgwIEObauystJ48MEHjdNOO80oKCgwkpOTjT59+hiXXHKJsWjRorDWLZbQTwzjuuuuMyT5/Vi2bFkARx3dorWfVFVVGcuWLTP++Mc/GrNmzTJOOOEEw2azBd2WfJ+4Rz/h+8Qf0dpPtm3bZvztb38zLr/8cmPw4MFGRkaGkZCQYOTl5Rmnn366MXfuXGP79u1hqVssidb+0Yr41T+0s3V+L6K1rYkhO4Z2tsbfdLS2c7TGcCREA1BdXW2ce+65Xv/4evXqZaxatSpk+2xsbDRuvPFGr/vMzc01Xn/9db+2t2LFCqNnz55et3f++ecbtbW1XV63WEE/aWOFH69ARXM/qaysdApoQtGWfJ+4Rz9pw/eJZ9HcT8aNG+dXeyYkJBi/+tWvjJaWli6rW6yI5v7RivjVN9q5Taz/XkRzWxND+o92bhPLf9PR3M7RHMPF1JD5rtB+cvmioiKXyeVXrVolScrJydHKlStDMrn87NmzNX/+fEnm/FE33nijxowZo6NHj+qNN97QW2+9JUlKSkrSO++8o2nTpnnc1saNGzVx4kT7XUgnTpyoWbNmqVu3btq8ebPmzZunkpISSdI555yjxYsXKz4+vkvqFivoJ84c50f75z//qcLCQq/HMXHiROXn53fs4KNQtPeTyspK5ebm2tdtNpsGDhxoH6IpScuWLdPUqVO7vG6xhH7ijO8T96K9n6SkpKi+vl42m03jx4/XlClTdOKJJyorK0sHDhzQ4sWL9d///tde/tZbb9Xf/va3LqlbLIj2/iERv/qDdnYWy78X0d7WxJD+oZ2dxerfdLS3c1THcEGlUy3o0UcftWekhwwZYhw6dMilzI9//GN7mQkTJgS9zyVLlti31717d2Pbtm0uZR5++GF7mf79+xv19fUet3fqqafay/7kJz9xef3QoUPGkCFD7GUef/zxLqtbrKCfOHM8m7dz586Aji8WRXs/qampMWbNmmX84Q9/MN5//337MI4pU6YEdGaW7xP36CfO+D5xL9r7SX5+vnHnnXcaO3bs8Li/Z5991oiPj7dvb/ny5V1St1gQ7f3DMIhf/UE7O4vl34tob2tiSP/Qzs5i9W862ts5mmM4EqId0NTUZBQXF9s/+E8//dRjuVGjRtnLvfPOO0Htd+zYsfZtLVy40GO58847z17usccec1tm8eLF9jKjRo0ympqa3Jb75JNP7OV69OhhNDc3d3rdYgX9xFWs/ngFIxb6iSeBBjl8n7iin7ji+8RVLPSTI0eO+LXPH/7wh/ZtXXfddV1St2gXC/2D+NU32tlVrP5exEJbe0IM2YZ2dhWLf9Ox0M7RHMOREO2A9957z/6BT5kyxWvZJ5980q/G9mXHjh327fTv39/rfAvvv/++z/pdc8019jLz58/3uu/Jkyd7/aIKdd1iBf3EVSz+eAUrFvqJJ4EEOXyfuEc/ccX3iatY7iftrVmzxr6t0aNHR1TdIlUs9A/iV99oZ1ex+nsRC23tCTFkG9rZVSz+TcdyO7cXiTFcnOC3d955x748Y8YMr2UdX3/77bdDss9zzjlHNpvNY9lJkyYpIyNDkrRixQrV1tZ63V6wxxDqusUK+gn8EQv9JJQiuW7hRD+BP6zUTzIzM+3Lx48fj6i6RapY6B/Er77RztYRC20dSpFct2DQztZgpXaOxBiOhGgHbNy40b48btw4r2WLiorUu3dvSVJpaanKyso6fZ8JCQkaPXq0JKmlpUVbtmxxer2kpMRejz59+vichNhxf5s2berUusUS+ol33/ve99S3b1+lpKQoOztbJ554oq655hotWrRIhoXu8Rbt/STUIrlu4UQ/8Y7vE5OV+onjfvv27RtRdYtU0d4/iF/9Qzt7F0u/F9He1qEWyXULBu3sXaz8TVupnSMxhiMh2gFbt261L/fv399neccyju8N1z5DXf9wfB7RgH7i3bvvvqs9e/aovr5e1dXV+uqrr/Tss8/qwgsv1JgxY2K6bziK9n4SapFct3Cin3jH94nJSv3kH//4h3155syZEVW3SBXt/YP41T+0s3ex9HsR7W0dapFct2DQzt7Fyt+0ldo5EmO4hA6/w8IqKyvty/n5+T7L5+XluX1vuPYZ6vqH4/OIBvQT99LT03XWWWdp/Pjx6tevn5KSklRSUqIVK1botddeU2NjozZs2KDTTz9dq1at0uDBg33uO5pFez8JtUiuWzjRT9zj+8SZVfrJU089peXLl0uSunfvrtmzZ0dM3SJZtPcP4lf/0M7uxeLvRbS3dahFct2CQTu7F2t/01Zp50iN4UiIdoDjnAQpKSk+y6emptqXa2pqwr7PUNc/HJ9HNKCfuLrtttv0t7/9zT7HR/vXvv76a1166aVav369KioqdNlll+nzzz9XXFzsXsQe7f0k1CK5buFEP3HF94krK/STTz/9VLfeeqt9/dFHH1V6enpE1C3SRXv/IH71D+3sKlZ/L6K9rUMtkusWDNrZVSz+TVuhnSM5hovcngEX3iaU7YxtdWR/oawbghOJ/WTs2LFuf7haDRgwQEuXLrXPF/XFF19o4cKF/lcUHRbJf7ORXDericS24Psk8nR2P9m5c6fOP/98HTt2TJL0ox/9SBdeeKFf743EPmw1kRiXBFIW3kViO/N70Tki+e8mkusWbSLxs+RvOvSsHsOREO0Axz++uro6n+Ud75zleEetQPfp6U5c/u6zo9tq7bTuthXqusUS+klgCgoKdMcdd9jXFy9eHPC2okG095NQi+S6hRP9JDB8n3gXTf1k7969Ouuss3TgwAFJ0nXXXac//vGPEVG3aBHt/YP41T+0c2Ci8fci2ts61CK5bsGgnQMTbX/TsdzO0RDDkRDtgJycHPvy4cOHfZY/cuSI2/eGa5+hrn84Po9oQD8J3LRp0+zLkXzXx1CI9n4SapFct3CinwSO7xPPoqWf7Nu3T9OmTdPOnTslSd/97nf15JNP+rxiIFb6cKhEe/8gfvUP7Ry4aPu9iPa2DrVIrlswaOfARdPfdKy2c7TEcCREO+Ckk06yL7c2rDeOZRzfG659hrr+4fg8ogH9JHCOEydH8iTnoRDt/STUIrlu4UQ/CRzfJ55FQz/Zv3+/pk2bph07dkiSrrzySj399NN+zQMWK304VKK9fxC/+od2Dly0/V5Ee1uHWiTXLRi0c+Ci6W86Fts5mmI4EqIdMHz4cPvy2rVrvZYtKSnR3r17JUmFhYUqKCjo9H02NTVp/fr1kqS4uDgNGTLE6fWioiJ7Pfbs2aPS0lKv23Pc37Bhwzq1brG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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d['QI'][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d['QI'][0].squeeze()*data_2d['RHO'][0].squeeze()\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(0,0.02)\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " plt.xlabel('ice water content [g m$^{-3}$]', color='dodgerblue', size=24)\n",
+ " plt.text(0.11, -0.25, 'ice mixing ratio [g kg$^{-1}$]', transform=ax.transAxes,fontsize=24, color='black')\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ " \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " \n",
+ " plt.text(-0.11,1.08,abcd[t+2]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/FigS1_cd_pressure_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ec6f84996881a88ec58641b369cc77a62028aba5
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure-checkpoint.ipynb
@@ -0,0 +1,1631 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import scipy.interpolate\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib import colors\n",
+ "import xarray as xr\n",
+ "from scipy import stats\n",
+ "from scipy.stats import linregress\n",
+ "import matplotlib.gridspec as gs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some general helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind='linear',method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower. Based on Aiko Voigt's interpolation script.\"\"\"\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Functions we need for the calculation of the moist adiabatic moist lapse rate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#useful constants for atmospheric thermodynamics--------\n",
+ "#copied from the aes_thermo_ice2.py script\n",
+ "\n",
+ "\"\"\"\n",
+ "Created on Tuesday, May 22, 2019\n",
+ "Author: Bjorn Stevens (bjorn.stevens@mpimet.mpg.de)\n",
+ "\"\"\"\n",
+ "#\n",
+ "import numpy as np\n",
+ "from scipy import interpolate, optimize\n",
+ "\n",
+ "gravity = 9.8076\n",
+ "\n",
+ "cpd = 1006.\n",
+ "Rd = 287.05\n",
+ "\n",
+ "Rv = 461.53 # IAPWS97 at 273.15\n",
+ "cpv = 1865.01 # ''\n",
+ "cpl = 4219.32 # '' \n",
+ "cpi = 2096.70 # ''\n",
+ "lv0 = 2500.93e3 # ''\n",
+ "lf0 = 333.42e3 #''\n",
+ "\n",
+ "eps1 = Rd/Rv\n",
+ "eps2 = Rv/Rd -1.\n",
+ "\n",
+ "\n",
+ "P0 = 100000. # Standard Pressure [Pa]\n",
+ "T0 = 273.15 # Standard Temperature [K]\n",
+ "e0 = 611.2 # This is the saturation vapor pressure at T0 [K]\n",
+ "sd00 = 6783 # Dry air entropy at P0, T0\n",
+ "sv00 = 10321 # Water vapor entropy at P0, T0\n",
+ "PvC = 22.064e6 # Critical pressure [Pa] of water vapor\n",
+ "TvC = 647.096 # Critical temperature [K] of water vapor\n",
+ "TvT = 273.16 # Triple point temperature [K] of water\n",
+ "PvT = 611.655\n",
+ "#T_ice = 233.15\n",
+ "T_ice = 240.15 #below -33 C only ice"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaz Gasparini (University of Vienna)\n",
+ "\n",
+ "Using also some bits and pieces of the code/basic thermodynamics and thermodynamical constants by Jiawei Bao/Bjorn Stevens (Max Planck Institute for Meterorology)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#import aes_thermo_ice2 as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = PvT*(T/T0)**((cpv-cpl)/Rv)*np.exp( ( lv0 - T0*(cpv-cpl) )/Rv * ( 1./T0 - 1./T ) )\n",
+ " esi = PvT*(T/T0)**((cpv-cpl)/Rv)*np.exp( ( lv0 + lf0 - T0*(cpv-cpl) )/Rv * ( 1./T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = Rd/Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-T_ice)/(T0-T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ " #global ztop_conv\n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Peter Blossey's script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " #rhs = -L * ent * (1 - rh_profile) * satvpi(T - 273.18, p * 0.01) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " Hv = 2501000. # heat of vaporisation of water (from wiki and metpy)\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ "\n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (not used in this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? for isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ " #######BG HERE ONLY FOR DRY ADIABAT########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " ############HERE MOIST ADIABAT######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " #print(L_m)\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor!!!\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "----------------spectral plume model code-----------end-------------------------------------\n",
+ "\n",
+ "From here on we use it by giving some input parameters"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#linear ramp! the best and simplest one, using it here!\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "('this is the considered top of the convective layer=',\n",
+ " array([ 8000. , 8500. , 9166.66666667, 10000. ,\n",
+ " 11000. , 12166.66666667, 13500. , 15000. ,\n",
+ " 16666.66666667, 18500. , 20500. ]))"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "'this is the considered top of the convective layer=',arr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2033160/546367205.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Temperature deviation from moist adiabats')"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(265,315.1,5)\n",
+ "temps = ['265','270','275','280','285','290','295','300','305','310','315']\n",
+ "\n",
+ "#BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000)\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr #linear ramp BEST !\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)\n",
+ "plt.title('Temperature deviation from moist adiabats')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "-------------spectral plume model (SPM) calculations finished----------------------------------------\n",
+ "\n",
+ "From here on some diagnostic plots for the supplement"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure S3: temperature profiles simulated by SAM (solid) and predicted (dashed)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 61,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x750 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path2d ='../../data/SAM/'\n",
+ "varname = ['z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QCI','QIA']\n",
+ "pvars = ['CRH']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "plt.rcParams.update({'font.size': 16})\n",
+ "fig.set_size_inches(12,7.5,forward=True)\n",
+ "pvars = ['CRH']\n",
+ "col = ['k','blue','deepskyblue','plum','g','limegreen','y','peru','orange','tomato','crimson']\n",
+ "\n",
+ "ssts = np.arange(265,315.1,5)\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "\n",
+ "# Format the ssts array with 3 significant digits\n",
+ "ssts = [f'{value:.3g}' for value in ssts]\n",
+ "\n",
+ "tempmax = np.zeros(len(ssts))\n",
+ "tempmaxcld = np.zeros(len(ssts))\n",
+ "gs = fig.add_gridspec(1,20, height_ratios=[1], width_ratios=20*[1])\n",
+ "\n",
+ "b=[]\n",
+ "# loop over the variables to plot\n",
+ "for v, pvar in enumerate(pvars):\n",
+ " ax = fig.add_subplot(gs[0,0:9])\n",
+ "\n",
+ " # loop over the temperatures to plot\n",
+ " for t, mtemp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{mtemp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " cld = np.nanmean(data_2d['CLD'][-600:], axis=0)\n",
+ " \n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " plotvar = qrad\n",
+ " tempmax[t] = temp[np.nanargmax(qrad)]\n",
+ " tempmaxcld[t] = temp[np.nanargmax(cld)]\n",
+ " \n",
+ " b.append(plt.plot(temp, alt/1e3, color=cols[t], linewidth=4, label=f'{varname} ({temp})')[0])\n",
+ " plt.plot(moistadi_100[mtemp][2],moistadi_100['295'][0]/1e3,color=cols[t],label='MADB+SPM',linewidth=3,linestyle='--')\n",
+ "\n",
+ " # set the plot limits and labels\n",
+ " plt.ylim(0,20)\n",
+ " plt.xlim(195,315)\n",
+ "\n",
+ " plt.axvline(0, color='k', linewidth=0.75)\n",
+ " plt.title('Temperature profiles',y=1.02)\n",
+ " plt.xlabel('temperature [K]')\n",
+ " if v==0:\n",
+ " plt.ylabel('altitude [km]')#, size=24)\n",
+ " if v==0:\n",
+ " plt.legend(b,ssts,fontsize=15)\n",
+ "currentAxis = plt.gca()\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "\n",
+ "#######################################################\n",
+ "#plt.savefig('/path-to-figure/FigS3_SAM_temp_profiles.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Some diagnostic plots for peak CRH/CLD temp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 62,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 84\n",
+ "1 100\n",
+ "2 115\n",
+ "3 129\n",
+ "4 143\n",
+ "5 158\n",
+ "6 168\n",
+ "7 195\n",
+ "8 216\n",
+ "9 244\n",
+ "10 297\n"
+ ]
+ }
+ ],
+ "source": [
+ "# target vertical levels for the interpolation\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "\n",
+ "temp_interpq = np.zeros((11,len(zlev_int)))\n",
+ "temp_interpq1 = {}\n",
+ "rho_interpq = {}\n",
+ "tempmax_interpq = np.zeros((11))\n",
+ "tempmaxcld_interpq = np.zeros((11))\n",
+ "qradmax_interpq = np.zeros((11))\n",
+ "rhomax_interpq = np.zeros((11))\n",
+ "\n",
+ "# loop over the temperatures to plot\n",
+ "for t, mtemp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{mtemp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " cld = np.nanmean(data_2d['CLD'][-600:], axis=0)\n",
+ "\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " qrad_interpq = vertinterpolate(qrad,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " cld_interpq = vertinterpolate(cld,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp_interpq = vertinterpolate(temp,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp_interpq1[mtemp] = temp_interpq\n",
+ " \n",
+ " rho_interpq[mtemp] = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " rho1 = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " tempmax_interpq[t] = temp_interpq[np.nanargmax(qrad_interpq)]\n",
+ " print(t,np.nanargmax(qrad_interpq))\n",
+ " tempmaxcld_interpq[t] = temp_interpq[np.nanargmax(cld_interpq)]\n",
+ " \n",
+ " #max qrad and rho interpolated!!!\n",
+ " qradmax_interpq[t] = np.nanmax(qrad_interpq)\n",
+ " rhomax_interpq[t] = rho1[np.nanargmax(qrad_interpq)]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "See below a comparison for e.g. our reference, 295 K temperature at peak CRH"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure S1: temperature at peak cloud fraction and at peak CRH\n",
+ "if you have problems in displaying this figure, just execute the cell again"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "ssts = np.arange(265,315.1,5)\n",
+ "ssts = ssts.astype(float)\n",
+ "tempmaxcld_interpq = tempmaxcld_interpq.astype(float)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x400 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, axs = plt.subplots(1, 2)\n",
+ "fig.set_size_inches(12,4,forward=True)\n",
+ "slope=np.zeros(2)\n",
+ "for i in range(len(tempmax)):\n",
+ " axs[0].scatter(ssts[i], tempmaxcld_interpq[i], color=cols[i], label=ssts[i],s=140,zorder=9)\n",
+ " axs[1].scatter(ssts[i], tempmax_interpq[i], color=cols[i], label=ssts[i],s=140,zorder=9)\n",
+ "axs[0].set_title('Temperature at peak cloud fraction')\n",
+ "axs[1].set_title('Temperature at peak CRH')\n",
+ "for ax in axs.flat:\n",
+ " ax.set(xlabel='SST', ylabel='K')\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(265, 315)\n",
+ " \n",
+ "\n",
+ "# Linear regression using scipy.stats.linregress => only till SST=300K\n",
+ "slope[0], intercept, r_value, p_value, std_err = linregress(ssts[:], tempmaxcld_interpq)\n",
+ "regression_line1 = slope[0] * ssts + intercept\n",
+ "slope[1], intercept2, r_value2, p_value2, std_err2 = linregress(ssts[:], tempmax_interpq)\n",
+ "regression_line2 = slope[1] * ssts + intercept2\n",
+ "# Plotting the regression line\n",
+ "axs[0].plot(ssts, regression_line1, color='gray', linestyle='--', linewidth=1, label=f'Regression Line (R-squared = {r_value**2:.3f})')\n",
+ "axs[1].plot(ssts, regression_line2, color='gray', linestyle='--', linewidth=1, label=f'Regression Line (R-squared = {r_value**2:.3f})')\n",
+ "slope = slope.round(2)\n",
+ "for a,ax in enumerate(axs.flat):\n",
+ " ax.text(0.03, 0.6, 'slope='+ str(slope[a]),transform=ax.transAxes,fontsize=14,color='gray') \n",
+ " \n",
+ "#plt.savefig('/save-path/FigEXT1_peakCLD_CRH_temp_interp_cubic.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure S2: density profiles at different SSTs from SAM simulations"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 600x400 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#col = ['k','blue','deepskyblue','plum','g','limegreen','y','peru','orange','tomato','crimson']\n",
+ "ssts = np.arange(265,315.1,5)\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(6,4,forward=True)\n",
+ "for s,sst in enumerate(temps):\n",
+ " plt.plot(rho_interpq[sst],zlev_int,color=cols[s],label=sst+' SST')\n",
+ "plt.plot(rho_interpq['295'],zlev_int,'k',linewidth=3)\n",
+ "plt.ylim(0,20)\n",
+ "plt.xlabel('kg m$^{-2}$')\n",
+ "plt.ylabel('km')\n",
+ "plt.title('Density profiles for SAM simulations',fontsize=16)\n",
+ "plt.legend(fontsize=11)\n",
+ "\n",
+ "currentAxis = plt.gca()\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['bottom'].set_bounds(0, 1.3)\n",
+ "#plt.savefig('/save-to-file/FigS2_density_profiles.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Calculate values needed for the prediction used in Fig. 3 (methods figure) and in Fig. 2\n",
+ "We are using:\n",
+ "1. predicted T_cloud peak based on the MADLR+SPM for reference SST=295 (moistadi_100[t][2] variable) + density of reference run too!\n",
+ "2. Assuming no change in temperature, find densities for same temperatures in all simulation\n",
+ "3. Compute the prediction"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Use the predicted value of rho, based on the cubic interpolation of simulated rho values from SAM L74 (standard RCEMIP simulation/vertical grid)\n",
+ "\n",
+ "We assume we know the T profile for the simulation at 295 K (our reference profile) and maximum temperature at peak CRH for simulation at 295 K"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "rho_isopredict = {}\n",
+ "for s,sst in enumerate(temps): #tempmax_interpq[6] = 231.3\n",
+ " rho_isopredict[sst] = rho_interpq['295'][find_nearest(moistadi_100[sst][2],tempmax_interpq[6])] "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Search for the shift - here done manually, assuming isothermal shift!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(170, 223, '315', 11.15, 8.5, 2.6500000000000004, 53)"
+ ]
+ },
+ "execution_count": 67,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "find_nearest(moistadi_100['295'][2],tempmax_interpq[6]),find_nearest(moistadi_100['305'][2],\n",
+ " tempmax_interpq[6]),sst,zlev_int[223],zlev_int[170],zlev_int[223]-zlev_int[170],223-170"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Sensitivity test: Assume we perfectly know the temperature at peak CRH (gray dotted line in the method figure)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(170, 219, '315', 10.950000000000001, 8.5, 2.450000000000001, 49)"
+ ]
+ },
+ "execution_count": 68,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "find_nearest(moistadi_100['295'][2],tempmax_interpq[6]),find_nearest(moistadi_100['305'][2],\n",
+ " tempmax_interpq[8]),sst,zlev_int[219],zlev_int[170],zlev_int[219]-zlev_int[170],219-170"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure 3: Methods plot on the example of SAM 295 K (taken as reference) and 305 K simulations"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x800 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ncol = ['dodgerblue','crimson']\n",
+ "\n",
+ "# target vertical levels for the interpolation\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16,8,forward=True)\n",
+ "gs = gridspec.GridSpec(1,2,height_ratios=[1],width_ratios=2*[1])\n",
+ "ssts = ['295','305']\n",
+ "#ratio plots: 6x4 per subplot!\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "\n",
+ "altmax = np.zeros(len(ssts))\n",
+ "variables = ['temp','qrad']\n",
+ "for v,variable in enumerate(variables[:2]):\n",
+ " ax = fig.add_subplot(gs[0,v])\n",
+ "\n",
+ " #plt.text(0.12,0.95,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " # verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ " \n",
+ " for s,sst in enumerate(ssts):\n",
+ " # 1. open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{sst}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " # 2. interpolate to a finer, 50 m vertical grid using cubic interpolation\n",
+ " qrad = vertinterpolate(qrad,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp = vertinterpolate(temp,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " rho = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " iwc = vertinterpolate(iwc,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ "\n",
+ " if v ==0:\n",
+ " temp295 = temp\n",
+ " plt.plot(temp, zlev_int,color=ncol[s],linewidth=3,linestyle='-')\n",
+ " plt.plot(moistadi_100['295'][2],moistadi_100['295'][0]/1e3,'dodgerblue',label='RH=90 hvtemp',linewidth=3,linestyle='--')\n",
+ " plt.plot(moistadi_100['305'][2],moistadi_100['295'][0]/1e3,'crimson',label='RH=90 hvtemp',linewidth=3,linestyle='--')\n",
+ " plt.xlim(195,320)\n",
+ " plt.xlabel('temperature [K]')\n",
+ " plt.ylabel('altitude [km]')\n",
+ "\n",
+ " plt.text(0.15,0.05,'T at CRH$_{max,SST=295K}$',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=16,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['bottom'].set_bounds(200,320)\n",
+ "\n",
+ " if s==0:\n",
+ " #arrow predicted shift\n",
+ " plt.arrow(x=-0+temp[np.nanargmax(qrad)], y=8.7, dx=0, dy=-0.2,color='k',linewidth=3,\n",
+ " head_length = 0.3, head_width = 2.5, length_includes_head = True,zorder=111)\n",
+ " plt.vlines(x=-0+temp[np.nanargmax(qrad)],ymin=8.5,ymax=10.9,linestyle='--', color = 'k',linewidth=3)\n",
+ " plt.arrow(x=-0+temp[np.nanargmax(qrad)], y=10.9, dx=0, dy=0.2,color='k',linewidth=3,\n",
+ " head_length = 0.3, head_width = 2.5, length_includes_head = True,zorder=111) \n",
+ " \n",
+ " else: #CRH Plot\n",
+ " qrad[temp>273.15]=np.nan\n",
+ " qrad[iwc<1e-8]=np.nan\n",
+ " altmax[s] = zlev_int[np.nanargmax(qrad)]\n",
+ "\n",
+ " plt.plot(qrad, zlev_int,color=ncol[s],linewidth=3,linestyle='-') #color=col[s],linewidth=1,linestyle='--') \n",
+ " plt.xlabel('cloud radiative heating [K day$^{-1}$]')\n",
+ " if s==0: #295 K\n",
+ " #1. isothermal CRH shift\n",
+ " #from altmax we know it's 2.65 km =53 indices here!! \n",
+ " gsam_shift=shift_elements(qrad,53,0) \n",
+ " gsam_shift[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift,zlev_int,'dodgerblue',linestyle=(0, (5, 5)),linewidth=3)\n",
+ "\n",
+ " #2. density factor \n",
+ " gsam_dens_shift=shift_elements(rho,53,0)\n",
+ " gsam_densfac=gsam_dens_shift/rho\n",
+ " gsam_densfac[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift*gsam_densfac,zlev_int,'dodgerblue',linestyle=':',linewidth=3)\n",
+ "\n",
+ " #2. assuming the inferred change in temp at peak CRH (0.28)\n",
+ " #from altmax we know it's 2.35 km =47 indices here!\n",
+ " gsam_shift=shift_elements(qrad,49,0) \n",
+ " gsam_shift[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ "\n",
+ " #2. density factor \n",
+ " gsam_dens_shift=shift_elements(rho,49,0)\n",
+ " gsam_densfac=gsam_dens_shift/rho\n",
+ " gsam_densfac[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift*gsam_densfac,zlev_int,'gray',linestyle=':',linewidth=2)\n",
+ " \n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ " ax.tick_params(axis='y', which='major', pad=35)\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " \n",
+ " #arrow ideal shift\n",
+ " plt.arrow(x=1.02, y=10.8, dx=0, dy=0.2,color='k',\n",
+ " head_length = 0.5, head_width = 0.05, length_includes_head = True,zorder=111)\n",
+ " plt.vlines(x=1.02,ymin=8.5,ymax=11.,linestyle='--', color = 'k',linewidth=3.5)\n",
+ " #arrow intensity \n",
+ " plt.arrow(x=1.36, y=11.11, dx=0.015, dy=0.0,color='k',\n",
+ " head_length = 0.04, head_width = 0.5, length_includes_head = True,zorder=111)\n",
+ " plt.hlines(y=11.11,xmin=1.01,xmax=1.36,linestyle=':', color = 'k',linewidth=4)\n",
+ "\n",
+ " plt.ylim(0,18)\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ "#plt.savefig('/path-to-figure/Fig3_review_method_SAM295to305.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure 2: model-simulated cloud fraction, CRH. Panel c) shows the CRH prediction."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.02, 'Peak cloud radiative heating')"
+ ]
+ },
+ "execution_count": 70,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1800x800 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure()\n",
+ "plt.rcParams.update({'font.size': 16})\n",
+ "fig.set_size_inches(18,8,forward=True)\n",
+ "pvars = ['CLD','CRH']\n",
+ "col = ['k','blue','deepskyblue','plum','g','limegreen','y','peru','orange','tomato','crimson']\n",
+ "\n",
+ "ssts = np.arange(265,315.1,5)\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "\n",
+ "# Format the ssts array with 3 significant digits\n",
+ "ssts = [f'{value:.3g}' for value in ssts]\n",
+ "\n",
+ "gs = fig.add_gridspec(1,30, height_ratios=[1], width_ratios=30*[1])\n",
+ "########################################################################################\n",
+ "# loop over the variables to plot\n",
+ "for v, pvar in enumerate(pvars):\n",
+ " ax = fig.add_subplot(gs[0,v*10:v*10+9])\n",
+ " currentAxis = plt.gca()\n",
+ " \n",
+ " # loop over the temperatures to plot\n",
+ " for t, temp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{temp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " if v==1:\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " plotvar = qrad\n",
+ " else:\n",
+ " plotvar = np.nanmean(data_2d[pvar][-600:], axis=0)\n",
+ " plt.plot(plotvar, temp, color=cols[t], linewidth=4, label=f'{varname} ({temp})')\n",
+ "\n",
+ " # set the plot limits and labels\n",
+ " plt.ylim(315, 185)\n",
+ "\n",
+ " vertticks = [300,280,260,240,220,200]\n",
+ " plt.axvline(0, color='k', linewidth=0.75)\n",
+ "\n",
+ " if v==1:\n",
+ " plt.title('Cloud radiative heating',y=1.02)\n",
+ " plt.xlabel('[K day$^{-1}$]')\n",
+ " \n",
+ " plt.yticks([])\n",
+ " plt.plot([0,0,0,0,0,0],[vertticks[i] for i in range(0,6)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " \n",
+ " if v==0:\n",
+ " currentAxis.spines['bottom'].set_bounds(0.,0.8)\n",
+ " currentAxis.spines['left'].set_visible(False)\n",
+ "\n",
+ " plt.title('Cloud fraction',y=1.02)\n",
+ " plt.xlabel('[1]')\n",
+ " plt.ylabel('temperature [K]')\n",
+ " \n",
+ " plt.plot([0,0,0,0,0,0],[vertticks[i] for i in range(0,6)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ "\n",
+ " plt.text(-0.11,1.08,'a)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ " \n",
+ "\n",
+ " \n",
+ " currentAxis.spines['left'].set_visible(False)\n",
+ " currentAxis.spines['top'].set_visible(False)\n",
+ " currentAxis.spines['right'].set_visible(False)\n",
+ "\n",
+ "plt.text(-0.11,1.08,'b)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "############################################################################################################################\n",
+ "#PLOT 2\n",
+ "\n",
+ "#dictionary to array transformation\n",
+ "rho_isopredict0 = np.array(list(rho_isopredict.values()))\n",
+ "rho_isopredict1=rho_isopredict0.reshape((11,1))\n",
+ "dfdz = qradmax_interpq*rhomax_interpq*1004\n",
+ "predict = dfdz[6]*1/rho_isopredict0/1004 #usign predicted rho values\n",
+ "predict2 = dfdz[6]*1/rhomax_interpq/1004 #knowing perfect density value\n",
+ "\n",
+ "dfdz_p= dfdz.reshape((11,1))\n",
+ "relanom =np.copy(dfdz)\n",
+ "for i in range(len(dfdz)):\n",
+ " relanom[i] = 100*(dfdz[i] -dfdz_p[6])/dfdz_p[6]\n",
+ "relanom=relanom.reshape((11,1))\n",
+ "\n",
+ "rhoanom=np.copy(dfdz)\n",
+ "#for i in range(len(dfdz)):\n",
+ "for i,sst in enumerate(temps): \n",
+ " rhoanom[i] = 100*(rho_isopredict[sst]-rhomax_interpq[i])/rhomax_interpq[i]\n",
+ "rhoanom=rhoanom.reshape((11,1))\n",
+ "\n",
+ "\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "b=[]\n",
+ "ax = fig.add_subplot(gs[0,21:30])\n",
+ "for i in range(len(qradmax_interpq)):\n",
+ " plt.scatter(qradmax_interpq[i], predict[i], color='k', label=ssts[i],s=250)\n",
+ " b.append(plt.scatter(qradmax_interpq[i], predict[i], color=cols[i+1], label=ssts[i],s=190))\n",
+ "plt.ylabel('predicted [K day$^{-1}$]')\n",
+ "plt.xlabel('computed by the model [K day$^{-1}$]')\n",
+ "plt.plot(qradmax_interpq,qradmax_interpq,color='k',linewidth=0.5)\n",
+ "plt.xlim(0.58,1.4)\n",
+ "legend=plt.legend(b,ssts,fontsize=16,bbox_to_anchor=(0.35, 0.96))\n",
+ "for lh in legend.legendHandles:\n",
+ " lh.set_edgecolor('black')\n",
+ "\n",
+ "plt.text(0.74,2.25,'SST',fontsize=15)\n",
+ "#add a table with the values of dF/dz term:---------------------------\n",
+ "clevs = np.arange(-58,59,4)\n",
+ "tabnorm = colors.BoundaryNorm(clevs, ncolors=256, clip=False)\n",
+ "tcols = plt.cm.RdBu_r(tabnorm(relanom))\n",
+ "\n",
+ "tcols2 = plt.cm.RdBu(tabnorm(rhoanom)) #density too small => value too large and vice versa!\n",
+ "\n",
+ "currentAxis = plt.gca()\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "currentAxis.spines['bottom'].set_bounds(0.6,1.4)\n",
+ "\n",
+ "plt.text(-0.11,1.08,'c)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ "########################---------------end-------------------------------\n",
+ "plt.title('Peak cloud radiative heating',fontsize=18,y=1.02)\n",
+ "#plt.savefig('/save-to-files/Fig2_review_SAM_CLD_CRH_rho295K_prediction.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "Do some statistics: calculate correl coeff and RMSE"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Correlation coefficient (r): 0.9134937868193864\n",
+ "Root Mean Square Error (RMSE): 0.31475808853059034\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.metrics import mean_squared_error\n",
+ "\n",
+ "# calculate the correlation coefficient (r)\n",
+ "r = np.corrcoef(qradmax_interpq, predict)[0, 1]\n",
+ "print(f'Correlation coefficient (r): {r}')\n",
+ "\n",
+ "# calculate the root mean square error (RMSE)\n",
+ "rmse = np.sqrt(mean_squared_error(qradmax_interpq, predict))\n",
+ "print(f'Root Mean Square Error (RMSE): {rmse}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Correlation coefficient (r): 0.9797640436309253\n",
+ "Root Mean Square Error (RMSE): 0.1381532448839551\n"
+ ]
+ }
+ ],
+ "source": [
+ "# calculate the correlation coefficient (r)\n",
+ "r = np.corrcoef(qradmax_interpq[1:-1], predict[1:-1])[0, 1]\n",
+ "print(f'Correlation coefficient (r): {r}')\n",
+ "\n",
+ "# calculate the root mean square error (RMSE)\n",
+ "rmse = np.sqrt(mean_squared_error(qradmax_interpq[1:-1], predict[1:-1]))\n",
+ "print(f'Root Mean Square Error (RMSE): {rmse}')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/Fig4_zenodo_RCEMIP-CIRS_profiles-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/Fig4_zenodo_RCEMIP-CIRS_profiles-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..8786e5784a1ec9dc62a1a312c501068db3a4ae3e
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/Fig4_zenodo_RCEMIP-CIRS_profiles-checkpoint.ipynb
@@ -0,0 +1,321 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Fig 2: CRH increases despite decreases in cloud fraction and cloud ice in RCEMIP;\n",
+ "similar CRH behavior from satellite data regressed onto SST anomalies"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker\n",
+ "import xarray as xr\n",
+ "from matplotlib.patches import Rectangle\n",
+ "plt.rcParams.update({'font.size': 20}) #all to 18 if not specified other\n",
+ "\n",
+ "\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import scipy.stats\n",
+ "path = '../../data/observations/'\n",
+ "ds = xr.open_dataset(path+ 'profiles_15S_15N__180W_180E.nc')\n",
+ "pdjj = pd.read_csv(path+'sst_NOAA_OIsst.csv', header=[0], index_col=0)\n",
+ "\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "crh[:,0:2] = np.nan #values close to surface not trustworthy -> remove them\n",
+ "levels = ds['altitude'].values\n",
+ "\n",
+ "#####regression here############\n",
+ "slope_all =[]\n",
+ "for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)\n",
+ "#####regression stop##############"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#USE ONLY CRMS + SP GCMS, don't take GCM values!\n",
+ "crms = [0,1,2,3,4,5,6,7,12,13,17,14,15]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2028929/2923403746.py:23: RuntimeWarning: All-NaN slice encountered\n",
+ " plt.fill_betweenx(levels,np.nanmin(crh,axis=0), np.nanmax(crh,axis=0),facecolor='forestgreen',alpha=0.09,\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 3000x650 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "variables = ['hr_acre','cloud_fraction',\n",
+ " 'ice_water_content']\n",
+ "names = ['cloud radiative heating','cloud fraction','ice water content']\n",
+ "\n",
+ "units = ['K day$^{-1}$','','kg m$^{-3}$','kg/kg']\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "b=[]\n",
+ "\n",
+ "#transform QI to IWC:\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(30,6.5,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ "\n",
+ " if v==0: #CIRS obs of CRH\n",
+ " b.append(plt.plot(np.mean(crh,axis=0),levels,color='forestgreen',linewidth=1.5)[0])\n",
+ " plt.fill_betweenx(levels,np.nanmin(crh,axis=0), np.nanmax(crh,axis=0),facecolor='forestgreen',alpha=0.09,\n",
+ " label='min to max from interannual variab') \n",
+ "\n",
+ " for s,sst in enumerate(ssts):\n",
+ " if s==1:\n",
+ " pass\n",
+ " else:\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ " plotvar = (plotvar0.median(axis=0)).values\n",
+ " b.append(plt.plot(plotvar[s], ds1['alt'].values,color=col[s],linewidth=3,linestyle='-')[0])\n",
+ "\n",
+ " plot_1quartile = (plotvar0.quantile(0.25,dim='model')).values\n",
+ " plot_3quartile = (plotvar0.quantile(0.75,dim='model')).values\n",
+ " plt.plot(plot_1quartile[s], ds1['alt'].values,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile[s], ds1['alt'].values,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(ds1['alt'].values,plot_3quartile[s], plot_1quartile[s],facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18) \n",
+ "\n",
+ " plt.text(0.0,1.08,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " plt.xlabel(units[v])\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " xlow=[-0.2,0,0]\n",
+ " xhigh=[1,0.2,7e-6]\n",
+ " ax.set_xlim(xlow[v],xhigh[v])\n",
+ "\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticks([])\n",
+ " if v==1:\n",
+ " ax.xaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:.2f}\"))\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " leg = plt.legend(b,['CIRS-ML','SST295','SST305'],fontsize=28,frameon=False,handlelength=0,markerscale=0,labelspacing=0.07,bbox_to_anchor=(0.6,0.4))#prop=legend_properties)\n",
+ " legcolor(leg) #function legend text color!!!\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((0.55, 2), 0.07, 5,color='white',alpha=1))#white shading over legend dots\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02) \n",
+ "#plt.savefig('path-to-figures/Fig2abc_RCE_large_and_CIRS_noGCM.pdf',bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "HERE ANOMALIES OF THE SAME QUANTITIES"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.07, 'Changes: 305-295K simulations and linear regression')"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 3000x650 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "units = ['K day$^{-1}$ K$^{-1}$','K$^{-1}$','kg m$^{-3}$ K$^{-1}$']\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "b=[] #for legend\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(30,6.5,forward=True)\n",
+ "\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ "\n",
+ " if v==0:\n",
+ " ##############################################################\n",
+ " #observations\n",
+ " #crh\n",
+ " #linear regression\n",
+ " slope_all =[]\n",
+ " for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)\n",
+ " #linear regression stop\n",
+ " b.append(plt.plot(slope_all, levels, color='forestgreen',linewidth=2.5)[0])\n",
+ " plt.fill_betweenx(levels,slope_all-se, slope_all+se,facecolor='forestgreen',alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ " ############################################################\n",
+ "\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ " plotvar_med = (plotvar0.median(axis=0)).values/10\n",
+ " plot_1quartile = (plotvar0.quantile(0.25,dim='model')).values/10\n",
+ " plot_3quartile = (plotvar0.quantile(0.75,dim='model')).values/10 \n",
+ " b.append(plt.plot(plotvar_med[2]-plotvar_med[0], ds1['alt'].values,color='k',linewidth=3,linestyle='-')[0])\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "\n",
+ " plt.xlabel(units[v])\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " xlow=[-0.04,-0.008,-4e-7]\n",
+ " xhigh=[0.08,0.012,3e-7]\n",
+ " ax.set_xlim(xlow[v],xhigh[v])\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticks([])\n",
+ " if v==1:\n",
+ " ax.get_xaxis().set_ticks([-0.008,-0.004,0.,0.004,0.008,0.012])\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " leg = plt.legend(b,['CIRS-ML','RCEMIP'],fontsize=28,frameon=False,handlelength=0,labelspacing=0.07,bbox_to_anchor=(0.6,0.45))#prop=legend_properties)\n",
+ " legcolor(leg) #function legend text color!!! \n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((0.035, 2.5), 0.007, 5,color='white',alpha=1))#white shading over legend dots \n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ "\n",
+ " plt.text(0.0,1.08,abc[v+3]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ "plt.suptitle('Changes: 305-295K simulations and linear regression',size=25,y=1.07)\n",
+ "#plt.savefig('/path-to-figures/Fig2def_ANOMALIES_RCElarge_CIRS_perK_noGCM.pdf',bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/Fig5_zenodo_rcemip_scatter_prediction-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/Fig5_zenodo_rcemip_scatter_prediction-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..5f94e7066f5996e73a6faa32e543f1e614c52afc
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/Fig5_zenodo_rcemip_scatter_prediction-checkpoint.ipynb
@@ -0,0 +1,1269 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "90d6ac7c-4f00-4c07-94f4-0cae79b9ad03",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import scipy.interpolate\n",
+ "from scipy import stats\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d390c53b-1bfb-48a0-a934-6eeaa2639c70",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions first"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "58c73c32-b17a-45c4-9bfe-9ddfa909d046",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind='linear',method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower. Based on Aiko Voigt's interpolation script.\"\"\"\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "b8a9704b-2f03-42a9-8d29-e48bb8afc9b9",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "1d2f0897-0076-42ae-a25d-57625d32a68a",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "bf4a7850-cef2-4fc7-9d5b-d9f0b46e296a",
+ "metadata": {},
+ "source": [
+ "Some functions that we need for moist adiabatic lapse rate computation and temperature profiles"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "2167498c-03a9-4d46-b4ce-6b58e2062e0f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071)) #*100.\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "365f067b-9fd6-4f0c-b3f4-a7d432667e2f",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaž Gasparini (University of Vienna)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "3eddb463-43f8-4f1d-804b-637c92e3a899",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#SPM-specific functions\n",
+ "import aes_thermo_ice2 as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "#-----------------------\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "d78ed834-5b94-4088-a935-132e16d7c34a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The plume model is solved using the modified Euler method, which is a second-order\n",
+ " method that combines forward Euler and the trapezoidal rule. The modified Euler\n",
+ " method is more accurate than forward Euler and more efficient than the trapezoidal\n",
+ " rule.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "6e40883a-78ce-4473-8ef7-9a44e16e71ba",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ " #global ztop_conv\n",
+ " # some predefined values: eps0=3.e-4; # 0.3 km-1\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "c5765d47-6de6-48b6-8a77-fc0230587d67",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ "\n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "da0e301b-501b-4f48-9612-dcea7f67b391",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Peter Blossey's script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "50745342-874e-4837-b11b-881358ccfa14",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "b909cbe8-294f-4ca5-a251-eb253ea02a83",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "48cee906-b615-4fac-bfe0-d728b26d88bc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " #Hv = 2257000. # heat of vaporisation of water\n",
+ " Hv = 2501000. # from wiki and metpy\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ "\n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes, not for this work!\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (fixed at 1 for this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? is this for use with isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ " #######This is computed only for DRY ADIABATS########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor;NOT USED in this work! (i.e. set always to 1)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " \n",
+ " ############HERE MOIST ADIABATS######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work!)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ "\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "70e12feb-a4cf-4086-a1a7-a4b70045e919",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#here calculate convective cloud top for different SST values, from 265 to 315 K\n",
+ "#sort of tuning to the values we see in the simulation; but largely using common sense here\n",
+ "\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "7b91abc3-bd2b-40ca-8e54-2ac19485e8f9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "arr_rcemip = arr[6:9] #use only only 295-305 K range for RCEMIP"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "bb5300e9-c86d-4914-8a82-ed9634d7e23d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_1955750/1110380331.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(295,305.1,5)\n",
+ "temps = ['295','300','305']\n",
+ "#ztop_sst = np.arange(2000,17000.1,1500)\n",
+ "#ztop_sst= np.arange(2000,20000.1,1800) #BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000) #OK, simple to think of it!\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr_rcemip #np.linspace(500, 2000, 10) #linear ramp BEST !\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "50f6c290-f2b5-44a7-af9a-84208a784375",
+ "metadata": {},
+ "source": [
+ "1. Latent heat of condensation temp dependent => does make a difference! check again - small!!!???\n",
+ "2. Move from water to ice saturation at some temp => would flatten it, make it cool more in the upper tropo (but maybe 1 K difference only): as it goes in the wrong direction, omitting it here\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "ba79ebe8-6868-42d6-bd77-c44b2ddbfe2c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['k','orange','crimson']\n",
+ "\n",
+ "variables = ['temperature']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d410922a-ff98-45ea-af7f-8703b48a95d9",
+ "metadata": {},
+ "source": [
+ "Now regrid RCEMIP-simulated profiles to finer vertical levels, 50 m spacing before doing the prediction, using cubic interpolation\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "317d775f-8130-402d-85a0-7eea50d88d35",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# target vertical levels\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "ssts = ['295','300','305']\n",
+ "models = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "variables = ['hr_acre','ice_mixing_ratio','cloud_fraction','density','temperature']\n",
+ "\n",
+ "ds1['ice_water_content'] = ds1['ice_mixing_ratio']*ds1['density']\n",
+ "\n",
+ "#1.) filter and regrid ACRE \n",
+ "dataint={} \n",
+ "data_ice={}\n",
+ "data_temp={}\n",
+ "for v,variable in enumerate(variables):\n",
+ " dataint[variable]={}\n",
+ " for m,model in enumerate(models):\n",
+ " #print(model)\n",
+ " dataint[variable][model]={}\n",
+ " data_ice[model]={}\n",
+ " data_temp[model]={}\n",
+ " for s,sst in enumerate(ssts):\n",
+ " dataint[variable][model][sst]={}\n",
+ " data_ice[model][sst]={}\n",
+ " data_temp[model][sst]={}\n",
+ " rho0=ds1['density'][m][s].values\n",
+ " temp0 = ds1['temperature'][m][s].values\n",
+ " ice0=ds1['ice_mixing_ratio'][m][s].values*rho0\n",
+ " alt0=ds1['alt'].values\n",
+ "\n",
+ " plotvar = (ds1[variable][m,s]).values\n",
+ "\n",
+ " if variable=='density':\n",
+ " pass\n",
+ " else:\n",
+ " plotvar[temp0>273] = np.nan\n",
+ " plotvar[ice0<1e-8] = np.nan\n",
+ "\n",
+ " alt = alt0[~np.isnan(plotvar)]\n",
+ " plotvar = plotvar[~np.isnan(plotvar)]\n",
+ "\n",
+ " if variable=='density': #we don't want to limit density profiles!\n",
+ " acre_interp = vertinterpolate(plotvar,alt0,zlev_int,kind='cubic',method='scipy')\n",
+ " else:\n",
+ " acre_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ " if v==0:\n",
+ " qrad_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ "\n",
+ " #now do the nan to 0 to avoid problems/weird outcomes later when doing subtractions#\n",
+ " acre_interp = np.nan_to_num(acre_interp, nan=0)\n",
+ "\n",
+ " dataint[variable][model][sst]=acre_interp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "aeefc3f7-4843-438b-9927-dddc8ae26e2e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 MESONH\n",
+ "1 NICAM\n",
+ "2 SAM_CRM\n",
+ "3 SAM_GCRM\n",
+ "4 SCALE\n",
+ "5 dam\n",
+ "6 MPAS\n",
+ "7 UCLA-CRM\n",
+ "8 CAM5_GCM\n",
+ "9 CAM6_GCM\n",
+ "10 CNRM-CM6-1\n",
+ "11 GEOS_GCM\n",
+ "12 ICON_LEM_CRM\n",
+ "13 ICON_NWP_CRM\n",
+ "14 SP-CAM\n",
+ "15 SPX-CAM\n",
+ "16 UKMO-GA7.1\n",
+ "17 CM1\n"
+ ]
+ }
+ ],
+ "source": [
+ "temp_anom_best = np.zeros(len(models))\n",
+ "alt_cold = np.zeros(len(models))\n",
+ "temp_cold= np.zeros(len(models))\n",
+ "alt_warm = np.zeros(len(models))\n",
+ "isot_alt_shift = np.zeros(len(models))\n",
+ "isot_alt_shift_adiab = np.zeros(len(models))\n",
+ "\n",
+ "dens_cold=np.zeros(len(models))\n",
+ "dens_fac = np.zeros(len(models))\n",
+ "\n",
+ "alt_cold_ad = np.zeros(len(models))\n",
+ "alt_warm_ad = np.zeros(len(models))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " print(m,model)\n",
+ " alt_cold[m] = np.nanargmax(dataint['hr_acre'][model]['295'])*50 #alt in m (spacing is 50 m)\n",
+ " temp_cold[m] = dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " temp_anom_best[m]= dataint['temperature'][model]['305'][np.nanargmax(dataint['hr_acre'][model]['305'])] - dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " alt_warm[m] = find_nearest(dataint['temperature'][model]['305'],temp_cold[m]) * 50 #alt in meters\n",
+ " isot_alt_shift[m] = alt_warm[m] - alt_cold[m]\n",
+ " #NOTE: moistadi_100_295[2]+deltaT295 = outcome of Spectral Plume Model\n",
+ "\n",
+ " alt_cold_ad[m] = find_nearest(moistadi_100['295'][2],temp_cold[m]) * 50\n",
+ " alt_warm_ad[m] = find_nearest(moistadi_100['305'][2],temp_cold[m]) * 50\n",
+ " isot_alt_shift_adiab[m] = alt_warm_ad[m] - alt_cold_ad[m]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "ebae5cc6-a191-417f-9fd8-4df2a7eec2a4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "###################################\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx] #turn the order"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "bbc58e3d-af61-4f95-b106-f0664a4e85f0",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_1955750/385657146.py:37: RuntimeWarning: invalid value encountered in true_divide\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295']\n"
+ ]
+ }
+ ],
+ "source": [
+ "ph_cold_s3 = np.zeros((len(models),481)) # shifted CRH profile using physical predictive method\n",
+ "\n",
+ "densfac_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "cold_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "warm_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "\n",
+ "predicted_acre= np.zeros((len(models),481)) # predicted acre profile using isothermal shift and density factor\n",
+ "predicted_acremax=np.zeros(len(models))\n",
+ "predicted_acremax_nodens=np.zeros(len(models))\n",
+ "\n",
+ "rms = np.zeros(len(models))\n",
+ "rms_shift_ad = np.zeros(len(models))\n",
+ "rms_densfac_ad = np.zeros(len(models))\n",
+ "rms_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "e_shift_ad = np.zeros(len(models))\n",
+ "e_densfac_ad = np.zeros(len(models))\n",
+ "e_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "rms_all = np.zeros((len(models),2))\n",
+ "e_all = np.zeros((len(models),2))\n",
+ "e_all_expl = np.zeros((len(models),2))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " #print(m,model)\n",
+ " cold = dataint['hr_acre'][model]['295']\n",
+ " cold_all[m,:] = cold\n",
+ " warm = dataint['hr_acre'][model]['305']\n",
+ " warm_all[m,:] = warm\n",
+ "\n",
+ " #here done based on physical assumptions of isothermal shift\n",
+ " index3 = int(isot_alt_shift_adiab[m]/50 )\n",
+ " ph_cold_s=shift_elements(cold,index3,0) \n",
+ " ph_cold_s3[m]=ph_cold_s\n",
+ "\n",
+ " dens_shift3=shift_elements(dataint['density'][model]['295'],index3,0)\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295'] \n",
+ " densfac_all[m,:] = densfac3\n",
+ " \n",
+ " #predicted ACRE:\n",
+ " predicted_acre[m] = ph_cold_s3[m]*densfac_all[m]\n",
+ " predicted_acremax[m] = np.nanmax(ph_cold_s3[m]*densfac_all[m])\n",
+ " predicted_acremax_nodens[m] = np.nanmax(ph_cold_s3[m])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "f96ad54e-72a3-477c-8772-8fc199733495",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "cols = plt.cm.Spectral(np.linspace(0, 1, len(models)-5))\n",
+ "cols2 = ['deepskyblue','royalblue']\n",
+ "cols3 = plt.cm.Purples(np.linspace(0, 1, len(models)-12))\n",
+ "plt.rcParams.update({'font.size': 16}) #all to 16 if not specified other"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 48,
+ "id": "550305ac-26ba-432b-8b2b-2c069805532e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "SP-CAM\n",
+ "SPX-CAM\n",
+ "13\n",
+ "no gcms\n",
+ "14\n",
+ "no gcms\n",
+ "15\n",
+ "no gcms\n",
+ "16\n",
+ "no gcms\n",
+ "17\n",
+ "no gcms\n",
+ "13\n",
+ "14\n",
+ "15\n",
+ "16\n",
+ "17\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1320x600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "###################################\n",
+ "mmm2 = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6','GEOS_GCM','ICON_LEM','ICON_NWP','SP-CAM','SPX-CAM','UKMO-GA7','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models2 = mmm2[idx] #turn the order\n",
+ "\n",
+ "b=[]\n",
+ "fig = plt.figure()\n",
+ "\n",
+ "fig.set_size_inches(13.2,6,forward=True)\n",
+ "gs = gridspec.GridSpec(1,20,height_ratios=[1],width_ratios=20*[1])\n",
+ "\n",
+ "simulated_acremax2 = np.zeros((18))\n",
+ "ax = fig.add_subplot(gs[0,0:9])\n",
+ "for m,model in enumerate(models):\n",
+ " simulated_acremax = np.nanmax(warm_all[m])\n",
+ " simulated_acremax2[m] = np.nanmax(warm_all[m])\n",
+ " if m<11:\n",
+ " plt.scatter(simulated_acremax, predicted_acremax[m],color='k',label=model,s=175)\n",
+ " b.append(plt.scatter(simulated_acremax, predicted_acremax[m],color=cols[m],label=model,s=110))\n",
+ " \n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color='k',label=model,s=100)\n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color=cols[m],label=model,s=60) \n",
+ " if (m>10) and (m<13):\n",
+ " print(model)\n",
+ " b.append(plt.scatter(simulated_acremax, predicted_acremax[m],color=cols[m],label=model,s=175))\n",
+ " plt.scatter(simulated_acremax, predicted_acremax[m],color='k',label=model,s=40)\n",
+ "\n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color=cols[m],label=model,s=100) \n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color='k',label=model,s=30)\n",
+ " \n",
+ " if (m>12):\n",
+ " print(m)\n",
+ " print('no gcms')\n",
+ "\n",
+ " plt.ylabel('predicted CRH [K day$^{-1}$]')\n",
+ " plt.xlabel('CRH computed by the model [K day$^{-1}$]')\n",
+ " plt.plot( [0,2.5],[0,2.5], color='gray',linewidth=0.5,linestyle=':',zorder=999)\n",
+ "\n",
+ " plt.xlim(0.,2.2)\n",
+ " plt.ylim(0.,2.2)\n",
+ "\n",
+ "plt.title('CRMs',fontsize=20,y=1.02)\n",
+ "ax.spines['right'].set_visible(False)\n",
+ "ax.spines['top'].set_visible(False)\n",
+ "\n",
+ "\n",
+ "result = scipy.stats.linregress(np.sort(simulated_acremax2[0:13]),np.sort(predicted_acremax[0:13]))\n",
+ "result2 = scipy.stats.linregress(np.sort(simulated_acremax2[0:13]),np.sort(predicted_acremax_nodens[0:13]))\n",
+ "\n",
+ "# Create a range of x values\n",
+ "x = np.linspace(np.min(simulated_acremax2[0:13])-0.1, np.max(simulated_acremax2[0:13])+0.1, 100)\n",
+ "\n",
+ "# Calculate the corresponding y values\n",
+ "y = result[0] * x + result2[1]\n",
+ "y2 = result2[0] * x + result2[1]\n",
+ "# Plot the regression lines\n",
+ "plt.plot(x, y, label='Regression Line prediction',color='k',zorder=111)\n",
+ "plt.plot(x, y2, label='Regression Line no dens prediction',color='gray',zorder=111)\n",
+ "plt.yticks([0,0.5,1,1.5,2])\n",
+ "\n",
+ "plt.text(0.84, 0.99, '1:1 line', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=12, color='gray', rotation=44)\n",
+ "plt.text(0.6, 0.715, 'prediction: upward shift', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=12, color='gray', rotation=34.5)\n",
+ "plt.text(0.56, 0.835, 'prediction: shift+density', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=12, color='k', rotation=43)\n",
+ "\n",
+ "ax = fig.add_subplot(gs[0,11:20])\n",
+ "for m,model in enumerate(models):\n",
+ " simulated_acremax = np.nanmax(warm_all[m])\n",
+ " simulated_acremax2[m] = np.nanmax(warm_all[m])\n",
+ " \n",
+ " if (m>12):\n",
+ " print(m)\n",
+ " plt.scatter(simulated_acremax, predicted_acremax[m],marker='o',color='k',label=model,s=175)\n",
+ " b.append(plt.scatter(simulated_acremax, predicted_acremax[m],marker='o',label=model,color=cols3[1+m-14],s=110))\n",
+ " \n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color='k',label=model,s=100)\n",
+ " plt.scatter(simulated_acremax, predicted_acremax_nodens[m],marker='X',color=cols3[1+m-14],label=model,s=60) \n",
+ "\n",
+ "\n",
+ " #plt.text(0.42, 0.57, '1:1 line', transform=ax.transAxes, horizontalalignment='left',\n",
+ " # verticalalignment='top', fontsize=12, color='gray', rotation=44)\n",
+ "\n",
+ " plt.xlabel('CRH computed by the model [K day$^{-1}$]')\n",
+ " plt.plot( [0,2.5],[0,2.5], color='gray',linewidth=0.5,linestyle=':')\n",
+ " plt.xlim(0.,2.2)\n",
+ " plt.ylim(0.,2.2)\n",
+ "\n",
+ "plt.title('GCMs',fontsize=20,y=1.02)\n",
+ "ax.spines['right'].set_visible(False)\n",
+ "ax.spines['top'].set_visible(False)\n",
+ "\n",
+ "import scipy.stats\n",
+ "result = scipy.stats.linregress(np.sort(simulated_acremax2[0:13]),np.sort(predicted_acremax[0:13]))\n",
+ "result2 = scipy.stats.linregress(np.sort(simulated_acremax2[0:13]),np.sort(predicted_acremax_nodens[0:13]))\n",
+ "\n",
+ "# Create a range of x values\n",
+ "x = np.linspace(np.min(simulated_acremax2[13:19])-0.1, np.max(simulated_acremax2[13:19])+0.1, 100)\n",
+ "\n",
+ "# Calculate the corresponding y values\n",
+ "y = result[0] * x + result2[1]\n",
+ "y2 = result2[0] * x + result2[1]\n",
+ "plt.yticks([0,0.5,1,1.5,2])\n",
+ "\n",
+ "\n",
+ "legend=plt.legend(b,models,fontsize=12,framealpha=1)#,loc='lower right')\n",
+ "for lh in legend.legendHandles:\n",
+ " lh.set_edgecolor('black')\n",
+ "\n",
+ "ax.annotate(\"\",\n",
+ " xy=(0.695, 0.422), xycoords='figure fraction',\n",
+ " xytext=(0.84, 0.422), textcoords='figure fraction',\n",
+ " arrowprops=dict(arrowstyle=\"-\", color='gray', linewidth=1),zorder=111\n",
+ " )\n",
+ "\n",
+ "ax.annotate(\"\",\n",
+ " xy=(0.695, 0.34), xycoords='figure fraction',\n",
+ " xytext=(0.84, 0.34), textcoords='figure fraction',\n",
+ " arrowprops=dict(arrowstyle=\"-\", color='gray', linewidth=1),zorder=111\n",
+ " )\n",
+ "\n",
+ "circle1 = plt.Circle((1.33, 0.68), 0.02, color='k',zorder=111) \n",
+ "circle2 = plt.Circle((1.33, 0.8), 0.02, color='k',zorder=111) \n",
+ "ax.add_patch(circle1)\n",
+ "ax.add_patch(circle2)\n",
+ "plt.suptitle('Peak upper tropospheric CRH',fontsize=22,y=1.01)\n",
+ "\n",
+ "#plt.savefig('/path-to-file/Fig5_RCEMIP_w_prediction.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "0d0bff83-f487-44a1-91cd-6977c14762cb",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0.5010065346220625"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#IQR\n",
+ "np.percentile(simulated_acremax2[0:13],75)-np.percentile(simulated_acremax2[0:13],25)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "967d747b-64a8-4e65-bbb4-ea5548c7737c",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0.0899354338679761"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "diff = predicted_acremax[0:13] - simulated_acremax2[0:13]\n",
+ "np.mean(np.abs(diff))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "9ad1acfc-4340-45ca-bca5-77318493eb1f",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.09809904012459703, 0.12691121771921565)"
+ ]
+ },
+ "execution_count": 26,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#IQR\n",
+ "np.percentile(diff,75)-np.percentile(diff,25), np.std(diff)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4f0814f29398b4100a2168fd72995f78e6d07513
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud-checkpoint.ipynb
@@ -0,0 +1,2405 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib.colors import LogNorm\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Note for SAM output: the variable RADQRC is DIAGNOSTIC!\n",
+ "RADQRCLW and RADQRCSW are taken directly from the code, so better use those variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.rcParams.update({'font.size': 22}) #all to 22 if not specified other\n",
+ "\n",
+ "#####IWP vs cloud cover plot#############\n",
+ "path2d ='../../data/radiative-transfer-model/' \n",
+ "path2d ='/jetfs/scratch/bgasparini/DATA/SAM/cld_mid_domain/2D_acre/' \n",
+ "varname = ['p','z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QI']\n",
+ "\n",
+ "names = ['9p5-11p5km','12p25-14p25km'] #base temp 0.8 K warmer in the 305K case\n",
+ "\n",
+ "temps = ['295','305']\n",
+ "\n",
+ "col = ['k','crimson','dodgerblue','c']\n",
+ "\n",
+ "var = ['RADQR','RADQRLW','RADQRSW'] #full sky\n",
+ "cvar = ['RADQRCLW','RADQRCLW','RADQRCSW'] #clear sky \n",
+ "\n",
+ "\n",
+ "vvars = ['NET','LW','SW']\n",
+ "left = [0,10]\n",
+ "right = [9,19]\n",
+ "\n",
+ "y1 = [9.5,12.25]\n",
+ "y2 = [11.5,14.25]\n",
+ "cod = ['SST=295','SST=305']\n",
+ "#############################\n",
+ "abc = ['a','b','c','d','e','f']\n",
+ "##################################"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "15500.0\n",
+ "0 [5026.3154, 9500, 11500, 20000]\n",
+ "[36, 54, 62, 96] [ 5026.3154 9500. 11500. 20000. ]\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n",
+ "17000.0\n",
+ "1 [5026.3154, 12250, 14250, 20000]\n",
+ "[36, 65, 73, 96] [ 5026.3154 12250. 14250. 20000. ]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, alt / 1000, color=col[v], linewidth=3)\n",
+ " plt.ylim(3, 20)\n",
+ " plt.xlim(-0.5, 10)\n",
+ "\n",
+ " plt.axvline(0, color='grey', linewidth=1.)\n",
+ " ax.get_xaxis().set_ticks([-2, 0, 2, 4, 6, 8, 10])\n",
+ " if t == 0:\n",
+ " plt.ylabel('altitude [km]', size=24)\n",
+ " ax.tick_params(axis='y', which='major', pad=15)\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " plt.text(0.965, 0.46, 'cloud', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=24, color='black')\n",
+ " if t == 1:\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " leg = plt.legend(vvars, loc='best', fontsize=28, frameon=False, handlelength=0,\n",
+ " markerscale=0, labelspacing=0.07, bbox_to_anchor=(0.5, 0., 0.5, 0.5)) # prop=legend_properties)\n",
+ " legcolor(leg)\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((6, 6), 1.5, 5, color='white', alpha=1)) # white shading over legend dots\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, y1[t]), 10, 2, color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015)\n",
+ "\n",
+ " plt.text(0.2, 1.07, abc[t] + ')', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=24, color='black', bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['left'].set_position(('data', 0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-2., 10)\n",
+ "\n",
+ " # Create a twin y-axis for temperature\n",
+ " ax2 = ax.twinx()\n",
+ " ax2.set_ylim(3, 20)\n",
+ " ax2.set_xlim(-2, 10.3)\n",
+ " if t==1:\n",
+ " ax2.set_ylabel('temperature [K]', size=24)\n",
+ " ax2.tick_params(axis='y', which='major', pad=15)\n",
+ "\n",
+ " # Plot temperature values on the temperature y-axis\n",
+ " temp_values = temp = data_2d['TABS'][0].squeeze() # data_2d['TABS'][0].squeeze()\n",
+ " tminalt=alt[np.argmin(temp_values)]\n",
+ " print(tminalt)\n",
+ " # Set temperature values as y-axis tick labels\n",
+ " if t == 0:\n",
+ " alt1 = [5026.3154, 9500, 11500,20000]#tminalt]\n",
+ " else:\n",
+ " alt1 = [5026.3154, 12250, 14250, 20000]#tminalt]\n",
+ " alt2 = [val -3000 for val in alt1] #because axis starts at 3 km!\n",
+ " #print(alt2)\n",
+ " ax2.set_yticks(alt2) # Set tick locations based on altitude values\n",
+ " \n",
+ " \n",
+ " print(t,alt1)\n",
+ " alt_indices = [np.abs(alt - val).argmin() for val in alt1] # Convert alt1 values to indices\n",
+ " print(alt_indices,alt[alt_indices])\n",
+ " #alt_indices = [index - 14 for index in alt_indices] # Subtract 4 from each index\n",
+ " ax2.set_yticklabels([f'{temp_values[i]:.0f}' for i in alt_indices], fontsize=24)\n",
+ " \n",
+ " # Remove top and right plot boundary lines\n",
+ " ax2.spines['top'].set_visible(False)\n",
+ " ax2.spines['left'].set_visible(False)\n",
+ " ax2.spines['bottom'].set_bounds(-2., 10)\n",
+ " \n",
+ "\n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##Same but in pressure space"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 47,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "abcd = ['a','b','c','d']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(-0.5, 10)\n",
+ " #plt.yscale('log')\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, ctop[t]), 10, cextent[t], color='gray', alpha=0.15)) # cloud shading\n",
+ " #ax.add_patch(Rectangle((0, 150), 10, 60, color='y', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ "\n",
+ " plt.text(0.965, 0.14, 'cloud vertical extent: ' + str(cextent[t]) + ' hPa', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black')\n",
+ " plt.text(0.965, 0.07, '2 km', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black') \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " plt.text(-0.11,1.08,abcd[t]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')\n",
+ "plt.savefig('/jetfs/home/bgasparini/figures/rcemip/review/GRL_FigS1_pressure-space-crh.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d['QI'][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d['QI'][0].squeeze()*data_2d['RHO'][0].squeeze()\n",
+ " #print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(0,0.02)\n",
+ " #plt.yscale('log')\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " plt.xlabel('ice water content [g m$^{-3}$]', color='dodgerblue', size=24)\n",
+ " plt.text(0.11, -0.25, 'ice mixing ratio [g kg$^{-1}$]', transform=ax.transAxes,fontsize=24, color='black')\n",
+ " #fig.text(0.15, 0.02, 'Second X-axis Label', ha='center', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ " \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " \n",
+ " plt.text(-0.11,1.08,abcd[t+2]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')\n",
+ "plt.savefig('/jetfs/home/bgasparini/figures/rcemip/review/GRL_FigS1cd_pressure-space-crh.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'time': masked_array(data=[5.7870369e-05, 1.7361112e-04, 2.8935185e-04,\n",
+ " 4.0509258e-04, 5.2083336e-04],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'z': masked_array(data=[2.5000000e+01, 5.0000000e+01, 1.0526315e+02,\n",
+ " 1.6052631e+02, 2.2631575e+02, 2.9210519e+02,\n",
+ " 3.6842096e+02, 4.4473672e+02, 5.3157880e+02,\n",
+ " 6.1842090e+02, 7.1578931e+02, 8.1315771e+02,\n",
+ " 9.2105249e+02, 1.0289473e+03, 1.1473684e+03,\n",
+ " 1.2657894e+03, 1.3947368e+03, 1.5236841e+03,\n",
+ " 1.6631577e+03, 1.8026315e+03, 1.9526316e+03,\n",
+ " 2.1026316e+03, 2.2631580e+03, 2.4236843e+03,\n",
+ " 2.5947368e+03, 2.7657896e+03, 2.9473687e+03,\n",
+ " 3.1289475e+03, 3.3210527e+03, 3.5131580e+03,\n",
+ " 3.7157896e+03, 3.9184211e+03, 4.1315791e+03,\n",
+ " 4.3447368e+03, 4.5684209e+03, 4.7921050e+03,\n",
+ " 5.0263154e+03, 5.2605259e+03, 5.5052627e+03,\n",
+ " 5.7500000e+03, 6.0000000e+03, 6.2500000e+03,\n",
+ " 6.5000000e+03, 6.7500000e+03, 7.0000000e+03,\n",
+ " 7.2500000e+03, 7.5000000e+03, 7.7500000e+03,\n",
+ " 8.0000000e+03, 8.2500000e+03, 8.5000000e+03,\n",
+ " 8.7500000e+03, 9.0000000e+03, 9.2500000e+03,\n",
+ " 9.5000000e+03, 9.7500000e+03, 1.0000000e+04,\n",
+ " 1.0250000e+04, 1.0500000e+04, 1.0750000e+04,\n",
+ " 1.1000000e+04, 1.1250000e+04, 1.1500000e+04,\n",
+ " 1.1750000e+04, 1.2000000e+04, 1.2250000e+04,\n",
+ " 1.2500000e+04, 1.2750000e+04, 1.3000000e+04,\n",
+ " 1.3250000e+04, 1.3500000e+04, 1.3750000e+04,\n",
+ " 1.4000000e+04, 1.4250000e+04, 1.4500000e+04,\n",
+ " 1.4750000e+04, 1.5000000e+04, 1.5250000e+04,\n",
+ " 1.5500000e+04, 1.5750000e+04, 1.6000000e+04,\n",
+ " 1.6250000e+04, 1.6500000e+04, 1.6750000e+04,\n",
+ " 1.7000000e+04, 1.7250000e+04, 1.7500000e+04,\n",
+ " 1.7750000e+04, 1.8000000e+04, 1.8250000e+04,\n",
+ " 1.8500000e+04, 1.8750000e+04, 1.9000000e+04,\n",
+ " 1.9250000e+04, 1.9500000e+04, 1.9750000e+04,\n",
+ " 2.0000000e+04, 2.0250000e+04, 2.0500000e+04,\n",
+ " 2.0750000e+04, 2.1000000e+04, 2.1300000e+04,\n",
+ " 2.1700000e+04, 2.2200000e+04, 2.2700000e+04,\n",
+ " 2.3200000e+04, 2.3700000e+04, 2.4200000e+04,\n",
+ " 2.4700000e+04, 2.5200000e+04, 2.5700000e+04,\n",
+ " 2.6200000e+04, 2.6700000e+04, 2.7200000e+04,\n",
+ " 2.7700000e+04, 2.8200000e+04, 2.8700000e+04,\n",
+ " 2.9200000e+04, 2.9700000e+04, 3.0200000e+04,\n",
+ " 3.0700000e+04, 3.1200000e+04, 3.1700000e+04,\n",
+ " 3.2200000e+04, 3.2700000e+04, 3.3200000e+04,\n",
+ " 3.3700000e+04, 3.4200000e+04],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'p': masked_array(data=[1002.7059 , 999.91766 , 993.7725 , 987.6541 ,\n",
+ " 980.405 , 973.19434 , 964.8783 , 956.6143 ,\n",
+ " 947.27466 , 938.004 , 927.6938 , 917.47424 ,\n",
+ " 906.257 , 895.1536 , 883.0977 , 871.17816 ,\n",
+ " 858.35297 , 845.68665 , 832.16327 , 818.8214 ,\n",
+ " 804.67267 , 790.7283 , 776.0284 , 761.5556 ,\n",
+ " 746.3798 , 731.4538 , 715.878 , 700.5742 ,\n",
+ " 684.6742 , 669.0682 , 652.91974 , 637.0867 ,\n",
+ " 620.76495 , 604.7792 , 588.35815 , 572.29297 ,\n",
+ " 555.8467 , 539.7787 , 523.3878 , 507.4008 ,\n",
+ " 491.48148 , 475.97128 , 460.86258 , 446.1474 ,\n",
+ " 431.81723 , 417.8632 , 404.27634 , 391.04736 ,\n",
+ " 378.16705 , 365.62692 , 353.41846 , 341.53357 ,\n",
+ " 329.96448 , 318.70355 , 307.7438 , 297.07806 ,\n",
+ " 286.6994 , 276.60153 , 266.77814 , 257.22333 ,\n",
+ " 247.9316 , 238.89766 , 230.11653 , 221.58353 ,\n",
+ " 213.29416 , 205.24396 , 197.42885 , 189.84471 ,\n",
+ " 182.48763 , 175.3542 , 168.4409 , 161.74405 ,\n",
+ " 155.26097 , 148.98955 , 142.92766 , 137.07317 ,\n",
+ " 131.42397 , 125.978004 , 120.733185 , 115.687225 ,\n",
+ " 110.83758 , 106.18127 , 101.71442 , 97.432106 ,\n",
+ " 93.32877 , 89.398705 , 85.636215 , 82.03572 ,\n",
+ " 78.59168 , 75.29875 , 72.151825 , 69.1453 ,\n",
+ " 66.2731 , 63.529408 , 60.908302 , 58.404343 ,\n",
+ " 56.012253 , 53.726624 , 51.542336 , 49.453255 ,\n",
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+ " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+ " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
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+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n",
+ " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n",
+ " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'QI': masked_array(\n",
+ " data=[[0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 1.6727459e-07,\n",
+ " 8.8058609e-05, 1.5368222e-02, 1.5851388e-02, 1.6347673e-02,\n",
+ " 1.6866772e-02, 1.7406939e-02, 1.7973153e-02, 1.8565187e-02,\n",
+ " 1.9131744e-02, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 8.2486264e-07,\n",
+ " 2.0252369e-04, 1.5349141e-02, 1.5833555e-02, 1.6332394e-02,\n",
+ " 1.6850714e-02, 1.7389217e-02, 1.7954396e-02, 1.8549681e-02,\n",
+ " 1.9038312e-02, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 1.4597376e-06,\n",
+ " 3.1358656e-04, 1.5329314e-02, 1.5816255e-02, 1.6317060e-02,\n",
+ " 1.6834760e-02, 1.7371664e-02, 1.7935781e-02, 1.8534735e-02,\n",
+ " 1.8943476e-02, 2.2266202e-07, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 2.0726013e-06,\n",
+ " 4.2134378e-04, 1.5308693e-02, 1.5799515e-02, 1.6301669e-02,\n",
+ " 1.6818909e-02, 1.7354272e-02, 1.7917302e-02, 1.8520430e-02,\n",
+ " 1.8846758e-02, 2.1175197e-06, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 2.6641576e-06,\n",
+ " 5.2587659e-04, 1.5287289e-02, 1.5783330e-02, 1.6286219e-02,\n",
+ " 1.6803162e-02, 1.7337032e-02, 1.7898966e-02, 1.8506905e-02,\n",
+ " 1.8746901e-02, 7.7291243e-06, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00]],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32)}"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data_2d"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/aes_thermo_ice2_less-checkpoint.py b/scripts/scripts_plotting/.ipynb_checkpoints/aes_thermo_ice2_less-checkpoint.py
new file mode 100644
index 0000000000000000000000000000000000000000..facb2005e9ae68105f5d2e67a21bcf31eca4ca02
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/aes_thermo_ice2_less-checkpoint.py
@@ -0,0 +1,36 @@
+# -*- coding: utf-8 -*-
+"""
+Created on Tuesday, May 22, 2019
+Author: Bjorn Stevens (bjorn.stevens@mpimet.mpg.de)
+"""
+#
+import numpy as np
+from scipy import interpolate, optimize
+
+gravity = 9.8076
+
+cpd = 1006.
+Rd = 287.05
+
+Rv = 461.53 # IAPWS97 at 273.15
+cpv = 1865.01 # ''
+cpl = 4219.32 # ''
+cpi = 2096.70 # ''
+lv0 = 2500.93e3 # ''
+lf0 = 333.42e3 #''
+
+eps1 = Rd/Rv
+eps2 = Rv/Rd -1.
+
+
+P0 = 100000. # Standard Pressure [Pa]
+T0 = 273.15 # Standard Temperature [K]
+e0 = 611.2 # This is the saturation vapor pressure at T0 [K]
+sd00 = 6783 # Dry air entropy at P0, T0
+sv00 = 10321 # Water vapor entropy at P0, T0
+PvC = 22.064e6 # Critical pressure [Pa] of water vapor
+TvC = 647.096 # Critical temperature [K] of water vapor
+TvT = 273.16 # Triple point temperature [K] of water
+PvT = 611.655
+#T_ice = 233.15
+T_ice = 240.15 #below -33 C only ice
\ No newline at end of file
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S4_zenodo_prediction_bar_plot-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S4_zenodo_prediction_bar_plot-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..65fc12f00bfa4c589ae4f7ce6dfd7558ecd37096
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S4_zenodo_prediction_bar_plot-checkpoint.ipynb
@@ -0,0 +1,1152 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import scipy.interpolate\n",
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some general helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind,method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower.\"\"\"\n",
+ "\n",
+ " #import xarray as xr\n",
+ " import numpy as np\n",
+ " from scipy import interpolate\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ "\n",
+ "\n",
+ " return var_int"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx #array[idx]"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "Functions we need for the calculation of the moist adiabatic moist lapse rate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071)) #*100.\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaz Gasparini (University of Vienna)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import aes_thermo_ice2_less as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import aes_thermo_ice2 as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The plume model is solved using the modified Euler method, which is a second-order\n",
+ " method that combines forward Euler and the trapezoidal rule. The modified Euler\n",
+ " method is more accurate than forward Euler and more efficient than the trapezoidal\n",
+ " rule.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ " #global ztop_conv\n",
+ " # eps0=3.e-4; # 0.3 km-1\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ " #global ztop_conv\n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Blossey script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " #rhs = -L * ent * (1 - rh_profile) * satvpi(T - 273.18, p * 0.01) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 74,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 75,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " #Hv = 2257000. # heat of vaporisation of water\n",
+ " Hv = 2501000. # from wiki and metpy\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ " \n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (not used in this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? for isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ "\n",
+ " #######BG HERE ONLY FOR DRY ADIABAT########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " ############HERE MOIST ADIABAT######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " #print(L_m)\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor!!!\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ " #print(T[144]+deltaT[144])\n",
+ " #print(deltaT[144])\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#here calculate convective cloud top for different SST values, from 265 to 315 K\n",
+ "#sort of tuning to the values we see in the simulation; but largely using common sense here\n",
+ "\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start\n",
+ "\n",
+ "arr_rcemip = arr[6:9] #only 295-305 K range!!!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here we use the above script to compute the MADLR together with the SPM anomalies, which are plotted for clarity "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2049533/546367205.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(295,305.1,5)\n",
+ "temps = ['295','300','305']\n",
+ "#BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000) #OK, simple to think of it and fits best/linear ramp style!\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr_rcemip\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 79,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#load the RCEMIP processed data\n",
+ "path = '/jetfs/scratch/bgasparini/DATA/RCEMIP/processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "#ssts = ['300']\n",
+ "col = ['k','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "\n",
+ "variables = ['temperature']\n",
+ "units = ['K/day','K/day','1','kg/kg','kg/kg']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now regrid to finer vertical levels, 50 m spacing before doing the prediction\n",
+ "### Beware: using cubic interpolation now!!!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 80,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# target vertical levels\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "ssts = ['295','300','305']\n",
+ "models = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "variables = ['hr_acre','ice_mixing_ratio','cloud_fraction','density','temperature']\n",
+ "\n",
+ "ds1['ice_water_content'] = ds1['ice_mixing_ratio']*ds1['density']\n",
+ "\n",
+ "#1.) filter and regrid ACRE \n",
+ "dataint={} \n",
+ "data_ice={}\n",
+ "data_temp={}\n",
+ "for v,variable in enumerate(variables):\n",
+ " dataint[variable]={}\n",
+ " for m,model in enumerate(models):\n",
+ " #print(model)\n",
+ " dataint[variable][model]={}\n",
+ " data_ice[model]={}\n",
+ " data_temp[model]={}\n",
+ " for s,sst in enumerate(ssts):\n",
+ " dataint[variable][model][sst]={}\n",
+ " data_ice[model][sst]={}\n",
+ " data_temp[model][sst]={}\n",
+ " rho0=ds1['density'][m][s].values\n",
+ " temp0 = ds1['temperature'][m][s].values\n",
+ " ice0=ds1['ice_mixing_ratio'][m][s].values*rho0\n",
+ " alt0=ds1['alt'].values\n",
+ "\n",
+ " plotvar = (ds1[variable][m,s]).values\n",
+ "\n",
+ " if variable=='density':\n",
+ " pass\n",
+ " else:\n",
+ " plotvar[temp0>273] = np.nan\n",
+ " plotvar[ice0<1e-8] = np.nan\n",
+ "\n",
+ " alt = alt0[~np.isnan(plotvar)]\n",
+ " plotvar = plotvar[~np.isnan(plotvar)]\n",
+ " \n",
+ " if variable=='density': #we don't want to limit density profiles!\n",
+ " acre_interp = vertinterpolate(plotvar,alt0,zlev_int,kind='cubic',method='scipy')\n",
+ " else:\n",
+ " acre_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ " if v==0:\n",
+ " qrad_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ "\n",
+ " #now do the nan to 0 to avoid problems/weird outcomes later when doing subtractions#\n",
+ " acre_interp = np.nan_to_num(acre_interp, nan=0)\n",
+ "\n",
+ " dataint[variable][model][sst]=acre_interp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 81,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 MESONH\n",
+ "1 NICAM\n",
+ "2 SAM_CRM\n",
+ "3 SAM_GCRM\n",
+ "4 SCALE\n",
+ "5 dam\n",
+ "6 MPAS\n",
+ "7 UCLA-CRM\n",
+ "8 CAM5_GCM\n",
+ "9 CAM6_GCM\n",
+ "10 CNRM-CM6-1\n",
+ "11 GEOS_GCM\n",
+ "12 ICON_LEM_CRM\n",
+ "13 ICON_NWP_CRM\n",
+ "14 SP-CAM\n",
+ "15 SPX-CAM\n",
+ "16 UKMO-GA7.1\n",
+ "17 CM1\n"
+ ]
+ }
+ ],
+ "source": [
+ "temp_anom_best = np.zeros(len(models))\n",
+ "alt_cold = np.zeros(len(models))\n",
+ "temp_cold= np.zeros(len(models))\n",
+ "alt_warm = np.zeros(len(models))\n",
+ "isot_alt_shift = np.zeros(len(models))\n",
+ "isot_alt_shift_adiab = np.zeros(len(models))\n",
+ "\n",
+ "dens_cold=np.zeros(len(models))\n",
+ "dens_fac = np.zeros(len(models))\n",
+ "\n",
+ "alt_cold_ad = np.zeros(len(models))\n",
+ "alt_warm_ad = np.zeros(len(models))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " print(m,model)\n",
+ " alt_cold[m] = np.nanargmax(dataint['hr_acre'][model]['295'])*50 #alt in m (spacing is 50 m)\n",
+ " temp_cold[m] = dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " temp_anom_best[m]= dataint['temperature'][model]['305'][np.nanargmax(dataint['hr_acre'][model]['305'])] - dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " alt_warm[m] = find_nearest(dataint['temperature'][model]['305'],temp_cold[m]) * 50 #alt in meters\n",
+ " isot_alt_shift[m] = alt_warm[m] - alt_cold[m]\n",
+ " #NOTE: moistadi_100_295[2]+deltaT295 = outcome of Spectral Plume Model\n",
+ "\n",
+ " alt_cold_ad[m] = find_nearest(moistadi_100['295'][2],temp_cold[m]) * 50\n",
+ " alt_warm_ad[m] = find_nearest(moistadi_100['305'][2],temp_cold[m]) * 50\n",
+ " isot_alt_shift_adiab[m] = alt_warm_ad[m] - alt_cold_ad[m]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 82,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2049533/2004415011.py:33: RuntimeWarning: invalid value encountered in true_divide\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295']\n"
+ ]
+ }
+ ],
+ "source": [
+ "ph_cold_s3 = np.zeros((len(models),481)) # shifted CRH profile using physical predictive method\n",
+ "\n",
+ "densfac_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "cold_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "warm_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "\n",
+ "rms = np.zeros(len(models))\n",
+ "rms_shift_ad = np.zeros(len(models))\n",
+ "rms_densfac_ad = np.zeros(len(models))\n",
+ "rms_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "e_shift_ad = np.zeros(len(models))\n",
+ "e_densfac_ad = np.zeros(len(models))\n",
+ "e_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "rms_all = np.zeros((len(models),2))\n",
+ "e_all = np.zeros((len(models),2))\n",
+ "e_all_expl = np.zeros((len(models),2))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " #print(m,model)\n",
+ " cold = dataint['hr_acre'][model]['295']\n",
+ " cold_all[m,:] = cold\n",
+ " warm = dataint['hr_acre'][model]['305']\n",
+ " warm_all[m,:] = warm\n",
+ "\n",
+ " #here done based on physical assumptions of isothermal shift\n",
+ " index3 = int(isot_alt_shift_adiab[m]/50 )\n",
+ " ph_cold_s=shift_elements(cold,index3,0) \n",
+ " ph_cold_s3[m]=ph_cold_s\n",
+ "\n",
+ " dens_shift3=shift_elements(dataint['density'][model]['295'],index3,0)\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295'] \n",
+ " densfac_all[m,:] = densfac3\n",
+ "\n",
+ " #RMS basic:\n",
+ " rms[m] =np.nansum( np.sqrt((warm-cold)**2) ) #FULL RMS, later looking at fraction of this explained by moist adiabats\n",
+ "\n",
+ " #RMS of the moist adiabatic shift only: our starting point\n",
+ " rms_shift_ad[m]=np.nansum( np.sqrt((warm-ph_cold_s3[m])**2) )\n",
+ " e_shift_ad[m]=100-np.round(100*rms_shift_ad[m]/rms[m],1)\n",
+ "\n",
+ " #RMS of shift+ density factor\n",
+ " rms_densfac_ad[m]=np.nansum( np.sqrt((warm-ph_cold_s3[m]*densfac3)**2) )\n",
+ " e_densfac_ad[m]=100-np.round(100*rms_densfac_ad[m]/rms[m],1)\n",
+ "\n",
+ " e_all_expl[m] = [e_shift_ad[m], e_densfac_ad[m]]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here figure Extended data 3. The averages, stated also in the plot, are used for Fig. 3c"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 83,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x800 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "varnames = ['explained_isoth_shift','explained_isoshift_dens','explained_isoshift_iris']\n",
+ "cols = ['peru','g']\n",
+ "\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx]\n",
+ "\n",
+ "e_all_expl_shift = np.copy(e_all_expl)\n",
+ "e_all_expl_shift = e_all_expl_shift[idx]\n",
+ "fig = plt.figure()\n",
+ "\n",
+ "fig.set_size_inches(12,8,forward=True)\n",
+ "gs = gridspec.GridSpec(1,1,height_ratios=[1],width_ratios=1*[1])\n",
+ "\n",
+ "ax = fig.add_subplot(gs[0,0])\n",
+ "\n",
+ "x_pos = np.arange(len(models)+4)\n",
+ "mod_xpos=np.concatenate((x_pos[:13], [14.5,15.5,16.5,17.5,18.5]), axis=0)\n",
+ "\n",
+ "for m in range(0,len(models)):\n",
+ " if m<(len(models)-5): #CRMs\n",
+ " plt.bar(mod_xpos[m],e_all_expl_shift[m,0],color=cols[0],width=0.2,alpha=0.8,label=model)#\n",
+ " plt.bar(mod_xpos[m]+0.2,e_all_expl_shift[m,1],color=cols[1],width=0.2,alpha=0.8) #shift+int\n",
+ " if m in (13,14,15,16,17): #GCMs \n",
+ " plt.bar(mod_xpos[m],e_all_expl_shift[m,0],color=cols[0],width=0.2,alpha=0.8,hatch='x',ec='w')#\n",
+ " plt.bar(mod_xpos[m]+0.2,e_all_expl_shift[m,1],color=cols[1],width=0.2,alpha=0.8,hatch='x',ec='w') #shift+int\n",
+ "\n",
+ "ax.set_xticks(mod_xpos+0.2, models, rotation=40, ha='right',size=16)\n",
+ "\n",
+ "\n",
+ "plt.text(0.28,0.94,'RCEMIP GCMs: isothermal shift 41%, isothermal shift+density factor 15%',transform=ax.transAxes,horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=14,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=2))\n",
+ "\n",
+ "plt.text(0.28,0.985,'RCEMIP CRMs: isothermal shift 60%, isothermal shift+density factor 70%',transform=ax.transAxes,horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=14,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=2))\n",
+ "\n",
+ "plt.axhline(y=0,color='gray')\n",
+ "plt.ylabel('Percentage of CRH change explained [%]')\n",
+ "\n",
+ "plt.ylim(-10,100)\n",
+ "plt.suptitle('Prediction based on fundamental physics',fontsize=22,y=0.96)\n",
+ "plt.grid(True)\n",
+ "plt.tight_layout()\n",
+ "#plt.savefig('/path-to-figure/Fig_S4_PREDICTION_shift_explained_RCElarge_SPM+adiabats.pdf',dpi=200,bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 84,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([60.26153846, 69.85384615])"
+ ]
+ },
+ "execution_count": 84,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#RCEMIP CRMs only: \n",
+ "#first column = isothermal shift\n",
+ "#second colum = isoshift + density\n",
+ "np.nanmean(e_all_expl_shift[:13],axis=0) #=prediction NOGCMS!!! ==prediction_nogcm "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 85,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([41.06, 15.24])"
+ ]
+ },
+ "execution_count": 85,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#RCEMIP GCMs only: \n",
+ "np.nanmean(e_all_expl_shift[13:],axis=0) #=prediction ONLY GCMS =prediction_gcm"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f510c3a99959144d09a41a805db23bcacff8ff9d
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS-checkpoint.ipynb
@@ -0,0 +1,502 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "import xarray as xr\n",
+ "import pandas as pd\n",
+ "import scipy.stats"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "JULY-JUNE YEAR"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>year</th>\n",
+ " <th>sst anomaly</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>2007</td>\n",
+ " <td>-0.363720</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>6</th>\n",
+ " <td>2010</td>\n",
+ " <td>-0.289661</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>7</th>\n",
+ " <td>2011</td>\n",
+ " <td>-0.252174</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>2008</td>\n",
+ " <td>-0.108122</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>2005</td>\n",
+ " <td>-0.079535</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>13</th>\n",
+ " <td>2017</td>\n",
+ " <td>-0.070038</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>9</th>\n",
+ " <td>2013</td>\n",
+ " <td>-0.034573</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>8</th>\n",
+ " <td>2012</td>\n",
+ " <td>-0.010983</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>2006</td>\n",
+ " <td>0.055458</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>2004</td>\n",
+ " <td>0.065189</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>10</th>\n",
+ " <td>2014</td>\n",
+ " <td>0.154291</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>12</th>\n",
+ " <td>2016</td>\n",
+ " <td>0.157938</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>5</th>\n",
+ " <td>2009</td>\n",
+ " <td>0.243464</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>11</th>\n",
+ " <td>2015</td>\n",
+ " <td>0.532496</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " year sst anomaly\n",
+ "3 2007 -0.363720\n",
+ "6 2010 -0.289661\n",
+ "7 2011 -0.252174\n",
+ "4 2008 -0.108122\n",
+ "1 2005 -0.079535\n",
+ "13 2017 -0.070038\n",
+ "9 2013 -0.034573\n",
+ "8 2012 -0.010983\n",
+ "2 2006 0.055458\n",
+ "0 2004 0.065189\n",
+ "10 2014 0.154291\n",
+ "12 2016 0.157938\n",
+ "5 2009 0.243464\n",
+ "11 2015 0.532496"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "path = '../../data/observations/'\n",
+ "ds = xr.open_dataset(path+ 'profiles_15S_15N__180W_180E.nc')\n",
+ "pdjj = pd.read_csv(path+'sst_NOAA_OIsst.csv', header=[0], index_col=0)\n",
+ "\n",
+ "#here plotting SST#, year 2016 - 2008\n",
+ "\n",
+ "#2007-08 = 3 = -0.367\n",
+ "#2010-11 = 6 = -0.263\n",
+ "\n",
+ "#2015 = 11 = +0.47\n",
+ "#2014 = 10 = 0.25\n",
+ "\n",
+ "pdjj.sort_values(by='sst anomaly')"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "NOAA OIsst SST# June-July year\n",
+ "###############\n",
+ "SST#\n",
+ "\n",
+ "min SST# anom: jul 2007 to jun 2008 = -0.361\n",
+ " jul 2010 to jun 2011 = -0.263\n",
+ " \n",
+ "max SST# anom: jul 15 to jun 16 = 0.36 \n",
+ " anom jul 14 to jun 15 = 0.253\n",
+ " \n",
+ "\n",
+ ",year,sst# anomaly\n",
+ "3 \t2007 \t-0.367681\n",
+ "6 \t2010 \t-0.263186\n",
+ "\n",
+ "11 \t2015 \t0.470068\n",
+ "10 \t2014 \t0.253058\n",
+ "\n",
+ "###########################################\n",
+ "######tropical sst anomalies#########\n",
+ "\n",
+ "min SST anom: jul 2007 to jun 2008 = -0.3637\n",
+ " jul 2010 to jun 2011 = -0.2896\n",
+ " \n",
+ "max SST anom: jul 15 to jun 16 = 0.532\n",
+ " anom jul 09 to jun 10 = 0.243 !!!! \n",
+ "\n",
+ ",year,sst anomaly\n",
+ "3 \t2007 \t-0.3637\n",
+ "6 \t2010 \t-0.2896\n",
+ "7 2011 -0.252\n",
+ "\n",
+ "\n",
+ "11 \t2015 \t0.532\n",
+ "5 \t2009 \t0.243\n",
+ "12 2016 0.1579"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here plotted all CRH profiles, see Extended data Figure 3"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.09, 'CIRS-ML annual mean tropical cloud radiative heating')"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 2000x433.3 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "cmap1 = plt.cm.RdBu_r\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "\n",
+ "variables = ['ACRE_hr','LW_ACRE_hr','SW_ACRE_hr']\n",
+ "names = ['net CRH','LW CRH','SW CRH']\n",
+ "savepath='/path-to-file/'\n",
+ "#################################################################################\n",
+ "vlim = 0.5\n",
+ "sst_dev_trop15_annual = pdjj.values[:,1]\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "levels = ds['altitude'].values\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(20,4.333,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "x0 = [0,10,20]\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[0,x0[v]:x0[v]+9])\n",
+ " acre_15 = ds[variable].values\n",
+ " acre_15[:,0:3] = np.nan\n",
+ " for i in range(0,len(sst_dev_trop15_annual)):\n",
+ " value= (sst_dev_trop15_annual[i]+vlim)/(vlim+vlim)\n",
+ " plt.plot(acre_15[i]+0.0,levels,color='gray',linewidth=2.5)\n",
+ " plt.plot(acre_15[i]+0.0, levels, color=cmap1(value),linewidth=1.9)\n",
+ " plt.ylim(0,18)\n",
+ " plt.xlim(-0.25,0.4)\n",
+ "\n",
+ " plt.xlabel('K day$^{-1}$')\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=2)\n",
+ " if v==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ "\n",
+ " plt.text(0.0,1.12,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-0.2,0.4)\n",
+ " if v==0:\n",
+ " ax.tick_params(axis='y', which='major', pad=25)\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "sm = plt.cm.ScalarMappable(cmap=cmap1, norm=plt.Normalize(vmin=-vlim, vmax=vlim))\n",
+ "\n",
+ "cax1 = fig.add_subplot(gs[0,29])\n",
+ "cbar = plt.colorbar(sm,cax=cax1)\n",
+ "cbar.set_label('Tropical SST anomaly [$^{\\circ}$C]')\n",
+ "\n",
+ "plt.suptitle('CIRS-ML annual mean tropical cloud radiative heating',y=1.09,size=24)\n",
+ "#plt.savefig(savepath+'Fig_S5abc_CRH_Airs-ML_junjul_biascorr_plot_SST_jul-jun.pdf',dpi=200,bbox_inches='tight')#"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#load cloud radiative heating profiles\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "#load SSTs: july to june year\n",
+ "pdjj = pd.read_csv(path+'/sst_NOAA_OIsst.csv', header=[0], index_col=0) #normal\n",
+ "\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "crh[:,0:2] = np.nan #values close to surface not trustworthy -> remove them"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "slope_all =[]\n",
+ "\n",
+ "for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#LOAD RCEMIP DATA\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')\n",
+ "\n",
+ "variables = ['hr_acre','hr_acre_lw','hr_acre_sw']\n",
+ "variables2 = ['ACRE_hr','LW_ACRE_hr','SW_ACRE_hr']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#USE ONLY CRMS + SP GCMS\n",
+ "crms = [0,1,2,3,4,5,6,7,12,13,17,14,15]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.09, 'CRH shift in RCEMIP and tropical observations')"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 2000x433.3 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "units = ['K/day /K','1','kg/m3']\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "b=[]\n",
+ "fig = plt.figure()\n",
+ "#fig.set_size_inches(25,5.4167,forward=True)\n",
+ "fig.set_size_inches(20,4.333,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ " #select only CRMs\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ "\n",
+ " #divide by 10 as RCEMIP has a delta T of 10 K\n",
+ " plotvar_med = (plotvar0.median(axis=0)).values/10\n",
+ " b.append(plt.plot(plotvar_med[2]-plotvar_med[0], ds1['alt'].values,color='k',linewidth=3,linestyle='-')[0]) \n",
+ " ##############################################################\n",
+ " #observations\n",
+ " acre_15 = ds[variables2[v]].values\n",
+ " #linear regression\n",
+ " slope_all =[]\n",
+ " for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,acre_15[:,i])\n",
+ " slope_all.append(slope)\n",
+ " #linear regression stop\n",
+ " b.append(plt.plot(slope_all, levels, color='forestgreen',linewidth=2.5)[0])\n",
+ " plt.fill_betweenx(levels,slope_all-se, slope_all+se,facecolor='forestgreen',alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ " ############################################################\n",
+ "\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-0.04,0.06)\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " if v>0:\n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "\n",
+ " plt.xlabel('K day$^{-1}$ K$^{-1}$')\n",
+ " plt.xlim(-0.04,0.065)\n",
+ "\n",
+ " if np.mod(v,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticklabels([5,10,15])\n",
+ " leg = plt.legend(b,['RCEMIP','CIRS-ML'],fontsize=26,frameon=False,handlelength=0,\n",
+ " markerscale=0,labelspacing=0.07,bbox_to_anchor=(0.5,0.35))\n",
+ " legcolor(leg) #function legend text color!!! \n",
+ "\n",
+ " plt.text(0.0,1.12,abc[v+3]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "plt.suptitle('CRH shift in RCEMIP and tropical observations',size=25,y=1.09) \n",
+ "#plt.savefig('/path-to-file/Fig_S5def_ANOMALIES_RCElarge_perK_w_CIRS_SSTjul-jun.pdf',dpi=200,bbox_inches='tight') "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP-checkpoint.ipynb b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP-checkpoint.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0fea73539ac1decf87e92f95db2fe277cb5864b6
--- /dev/null
+++ b/scripts/scripts_plotting/.ipynb_checkpoints/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP-checkpoint.ipynb
@@ -0,0 +1,213 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle\n",
+ "import copy\n",
+ "import xarray as xr\n",
+ "\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "maxdFdz= np.zeros((18,3))\n",
+ "maxacre= np.zeros((18,3))\n",
+ "maxrho= np.zeros((18,3))\n",
+ "maxgamma= np.zeros((18,3))\n",
+ "maxice= np.zeros((18,3))\n",
+ "\n",
+ "r_maxrho = np.zeros((18))\n",
+ "r_maxgamma = np.zeros((18))\n",
+ "r_maxice = np.zeros((18))\n",
+ "\n",
+ "r_maxacre = np.zeros((18))\n",
+ "r_maxdFdz = np.zeros((18))\n",
+ "\n",
+ "cp = 1005\n",
+ "\n",
+ "qrad = ds1['hr_acre'].values\n",
+ "mqrad = (qrad[:,:,:-1]+qrad[:,:,1:])/2.\n",
+ "\n",
+ "temp = ds1['temperature'].values\n",
+ "mtemp = (temp[:,:,:-1]+temp[:,:,1:])/2.\n",
+ "\n",
+ "rho = ds1['density'].values\n",
+ "mrho = (rho[:,:,:-1]+rho[:,:,1:])/2.\n",
+ "\n",
+ "dFdz = mqrad*cp*mrho * 1/86400\n",
+ "\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "ice = ds1['ice_water_content'].values\n",
+ "mice = (ice[:,:,:-1]+ice[:,:,1:])/2.\n",
+ "\n",
+ "gamma = -np.diff(ds1['temperature'].values)/np.diff(ds1['alt'].values)\n",
+ "\n",
+ "mqrad[mtemp>273.15]=np.nan #only in the upper troposphere\n",
+ "\n",
+ "for m in range(0,18): #models\n",
+ " for s in range(0,3): #ssts\n",
+ " maxacre[m,s] = np.nanmax(mqrad[m,s])\n",
+ " maxdFdz[m,s] = dFdz[m,s,np.nanargmax(mqrad[m,s])] \n",
+ " maxrho[m,s] = mrho[m,s,np.nanargmax(mqrad[m,s])]\n",
+ " maxgamma[m,s] = gamma[m,s,np.nanargmax(mqrad[m,s])]\n",
+ "\n",
+ " maxice[m,s] = mice[m,s,np.nanargmax(mqrad[m,s])]\n",
+ "\n",
+ " r_maxacre[m] = 1e2*(maxacre[m,2]-maxacre[m,0])/(maxacre[m,0])\n",
+ " r_maxdFdz[m] = 1e2*(maxdFdz[m,2]-maxdFdz[m,0])/(maxdFdz[m,0])\n",
+ "\n",
+ " r_maxice[m] = 1e2*(maxice[m,2]-maxice[m,0])/(maxice[m,0])\n",
+ " r_maxgamma[m] = 1e2*(maxgamma[m,2]-maxgamma[m,0])/(maxgamma[m,0])\n",
+ "\n",
+ " r_maxrho[m] = 1e2*(1/maxrho[m,2]-1/maxrho[m,0])/(1/maxrho[m,0])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "all RCE_large models here: CRMs, SP-GCMs, GCMs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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9exZzc/Nsb1Nm5Of+dcuWLbi6umJnZ8ebb76pniNeunQpxXEzMjISKysrunTpQtOmTXF2dsbMzAwfHx9u3brFhg0bCA8PZ82aNdjZ2bFw4cI01/fixQu6du2q1gqsVq0a48ePp0qVKvj5+bFp0ybOnDnDkCFDiI2NzdG2JSQkEB0dTbly5ejWrRsNGjSgTJkyGBgY8PjxY06fPs0///xDXFwc77//PuXKlWPAgAEpyli2bBkRERG8/fbbvHjxglKlSrFs2bJU62rSpEmmYipVqhQ9evRg3759nD9/Hg8PD6pXr65z/q1bt6qjm6d1jZBf56/6OI/XV+xRUVEoikLdunXp1KkTtWvXxsHBgaioKB4/fsyuXbu4dOkSL1684PXXX+fq1aspajSXLl2anTt34ufnxzvvvAMk1qqeOnVqqnW9ep6Xl++XPq97hCgS8jOTJhK5u7ur2XNzc3MlNjZWL+W+eke/UaNGyvPnz1PNt23bNnWeunXrpllWQECAcvLkyXTXd/ToUcXS0lKBtO+WaiWPycTERPnnn39SzfPixQvF2dlZne/8+fNpzmNra6sAiqGhobJ169ZU87x8+VJp1qxZinWmdYciISFBad68uVrWX3/9lWbsz58/Vxo1aqTeJbpx40Y670j6slIzC1DGjh2b5ndj8uTJ6jzvvfdetmKJi4tT30snJyfF19dX57x+fn7K7du3U72+Z88eNY42bdrorA31559/qvMNGTIkzXkyem9+++03tYz+/fvrrG3zxRdfqPN9/PHHqaYHBQUpZcuWVef55JNPdP7+wsPDFVdX11SvZ7XW08CBA9X5582bl2bthdDQUKV79+7qfPv27Us1T/Lft7Ozs+Lt7Z1qnt27d6t3f7MSY1piY2OVatWqqeV8/fXXqeYJCwtTOnXqlGJ9eVEz67///lNevnyps4ywsDBl6NChajlubm5pzvdqrapu3bopYWFhqeb78ccf1Xl69+6dYVnp1Q7Ryuh79GotioxktP7Hjx+rv/kyZcqkuY9VFEU5f/68Ol+FChVS1bZIvv/ZvHmzznji4uKUU6dOZRi3Ljdv3ky3NlN8fLyyYMECNZY5c+akOV9u3a1O/r0B0qzhERoamqJmy5QpU9IsS1/7iNw4br9aw8Td3V2pWLGiekxcsmRJuuvLiD72yRl990+fPq3W4LC0tFSOHz+eap6AgIAU5w4fffRRqnn0uR/T5/41s149R6xbt26GtZgPHz6sRERE6Jzu7++vtGvXTv0+6PrNJt/f9enTR4mMjEwxPSEhQfn0009TxJfdmllxcXHK/v37lYSEBJ1xX7t2TXF0dFQApUqVKjprFWam1nhyun43iqIomzZtUqfPmjUr3XKSv6dPnz5NMS0/zl/1dR6vz9i9vLyU69evpxv3pk2b1NqYLi4uac6Tld+1omStZlZO3y99XvcIUVRIMqsAOHTokLrDqVWrlt7KTX6iYmxsrDx48EDnvG3atFHnffz4cbbXmfyk4tGjR2nOk3wHm9YJm9ayZctSnNC/6ocfflCnp5fEuX//foomMGnt1P/+++9MxaQoinL37l31YDhx4sR0501PVpJZtWrV0lllPzg4WG2WULVq1WzF4uPjk+EFVka0JxolS5ZUAgIC0p13zJgx6klJWkmY9N6byMhItVlUeu+LlvYk0NraOtVJ+DfffKNu94gRIzLeyDRkJZl1+fJldd70mvUqiqIEBgaqJy1du3ZNNb1BgwZqWWlVmdd69YIgu8msHTt2qGV06dJF53y+vr6KjY1NuieDudE8JyOhoaGKlZWVAolNs9KSfP9VsmRJJTAwMM354uPj1Qt4U1PTNC+2C3oya+rUqer0//77L92yVq5cqc67fv36FNN69OihAIqNjU26F4t5RdvsVte+MC+SWcOHD9c5X/Lfh4WFRaokrD73EZmVleN28ovys2fPKg4ODuoFWloXVlmlj31yRt/9AQMGqNPTS755e3srFhYWCiQmvV79rPS5H9Pn/jWzku9TNBpNhomAzPL09FSThWmdu/n6+irGxsbqflbXjYiEhASldevWaozZTWZlVvL3Q9cxVZ/JrIiICPWzTO/czcvLS30/u3Xrlmp6fpy/6us8Pj9i1x5rzc3N02yindvJrIJy3SNEUSEdwBcAAQEB6uPkzSL0qW/fvlSpUkXn9ORNR27dupXt9bRu3Vp9fP78+XTnNTQ05P333892TNoO84E0qwFrVa1alV69eqUby9q1awEwMTFhypQp6c5bo0YNtSlGTpvOZNZ7772nc7RKGxsbmjVrBiRW19bVAXJ6kjefuH37dpaXv3btmtpJ7Pjx47G3t093/tGjRwOJ1f+PHDmSpXUdOHCA58+fA4mfe0ajeGrXFRoaytmzZ1NM03aoa2BgwP/+978sxZEd2u8ZJDbJTE+JEiXo3bs3ACdOnEjxuXp6enL9+nUAmjVrRtu2bXWWM336dAwNDXMSNkCK5i0zZszQOV+ZMmXU97wgsbKyUpv6nTt3LsP5x44dS4kSJdKcZmBgoDYtjI6OTrfj4IJIURTWr18PJI6I265du3TnHzZsGEZGib0SvLrP0zZvDAsL4/Hjx7kQbdZoj0EPHjzA398/X2L48MMPdU5L/vuIiIjA1dU1xXR97SOyIivHbS1XV1c6d+5MQEAAVlZW7Nu3jyFDhmRr/cnl9j45Ojqaf//9FwAHBwcmTJigc95KlSoxYsQIILHD5tw83uf3/rVDhw7Ur19fL2VVrlyZMmXKAGnva/ft26c2HXRxcdF53qvRaNJ9L/Qt+e8gM8eInDI3N2fQoEFA4v7qzJkzac63YcMGtTltWk0M8/P8Nafn8fkRu/ZzjoyMVM+j8kpBuu4RoqiQPrOKiZYtW6Y7vXz58urj9Eaqu3XrFmvWrOHUqVN4eHgQHBysc7SiJ0+epLvOGjVq6LxYzCgmRVG4fPkyAI6OjtSsWTPddXXs2JHdu3frnH7ixAkgsR18RiN/AWpy4NGjR0RGRuZ6XxqZ/fwURSEoKCjL/VDZ2trSokULzp8/z+HDhxkwYABTp06lXbt26kVserTvHyQmqDLq1+Pp06fq4zt37mQp1uTrCgsLy/K6tKOZBQYGqn281KtXL91kr75oYzcxMeHu3bvcvXs33fm1fWRER0fz8OFDateuDZBi9MpX+056laOjI7Vr1+bmzZs5CV1dZ/JEji6dO3dmyZIlOVpfVkVHR7N161Z2797NtWvXeP78OWFhYWn2qZPRvgn0t88siG7dukVgYCAA9vb2meqHx8rKiqCgoFS/127durFz504SEhLo2LEjM2fOpH///jg4OORG6Bw+fJjNmzdz4cIFHj16RGhoKPHx8WnO+/Tp00z3TaYvtra2NG3aNN15kv8+Lly4kKLfLn3tI5LT53EbYP369YwfP57Y2FhKlSrFv//+q95QyYm82Cdfu3ZNfc86duyY4c2Q7t27s3LlSiAxwTF06FC9xwT5v39N74bIq7QjA/7777/cuHEDf39/nSMPpvV9ysrx69U++nLCy8uLNWvW4Obmxp07dwgKCtKZAM7M70AfRo8ezapVq4DE31XyhJqWNsFrYWGRqi8vyN/z15ycx0PuxH7u3DnWr1/P2bNn8fT0JDQ0VGe/a0+ePMlwf61PBem6R4iiQpJZBUDyk/7MDsmaVRmd0JuamqqP0zq4K4rCZ599xoIFC0hISMjUOkNCQnItpuDgYCIiIgBSDKOrS3onxWFhYWrtuCdPnqR5spCewMDAFAeg3JDTzy8zFi9eTJcuXQgJCWHXrl3s2rULS0tLWrRoQdu2benatStt27bFwCB1hc7kwxQvWLCABQsWZHq92ovqzEq+rk8++SRLyyZfV/IkV1oXgLlBG3tMTEy2vmdayTv2rFatWobLVqtWLcfJLO06HR0d0+xI/9X15aUbN24waNAgtcPsjGS0b4K8+c3ll+S/IVdX11S1g9Lz6u91woQJbN26FTc3Nx4+fMjEiRN56623qFu3Lq1bt6Zjx4706dMHW1vbHMUcHBzM0KFDs3RHPjOfs75VrVoVjUaT7jzJfx+vdtKrr30E5M5x+/Lly4wdOxZFUahUqRKHDh3K9qAjr8qLfbKPj4/6ODNxJ58n+bL6lt/713LlymVqvmPHjjFy5Ei14/aMpPV9ysrxy97eHjs7uxyfGy9cuJDPPvtMTWRmJK/2HR07dqRChQo8efKErVu3snDhQoyNjdXply9fVhO8AwYMwMrKKsXy+X3+mpPjpL5jj4mJYeLEiaxbty7TZeT1MaKgXPcIUZRIMqsASL4z9vb2Ji4uLlO1YbIirQREVnz77bf88MMPQOKdka5du9KmTRsqVaqEpaWlevBNPlKUrrvl+ogpLCxMfZzRiV9G8wQHB2c7DiDHI+1kRk4/v8xo1qwZV69eZc6cOWzbto3IyEjCw8M5duwYx44dY968eTg7OzNv3rxUzRxy8h5m9f3T17qSn8S8eoKYW/QVe/K74JkZxS4zv5GMaNeZV+vLrJcvX9KtWze16WnFihV5/fXXqVWrFqVKlcLMzExNLnz55ZfcunUrUxf2efGbyy/6/L2amJhw4MABfvvtNxYvXoyXlxeKonDz5k1u3rzJ8uXLMTU1ZcKECXz33Xdpjt6XGUOGDOHQoUNA4kipffv2pVGjRpQtWxYLCwv180o+imRGx6DckNXfR/JjGej3s8mN43Z8fLxa2zEqKkodeU8f8mKfHBoaqj7OzH4qeRzJl9W3/N6/ZqZ2zv379+nTp486ymTNmjXp1asX1atXx97eHjMzM3Ve7ah/aX2fsnP8ykkya8OGDSmaK7Zr144OHTrg7OyMtbW1Wjsv+Sh2ebXvMDAwYNSoUcyfPx9/f39cXV3p27evOl3bHBzSbmKY3+evOTlO6jv2yZMnq4ksU1NTevfuTfPmzSlfvjyWlpZqra7kIwPn9TGioFz3CFGUSDKrAKhVqxYlS5bE39+fyMhIrl69qpcq+/oSGRnJd999ByReRBw7dkxntdzkd5RyU/KdtPZORXrSmyf5yWrHjh11DodbHFSuXJk1a9bw559/cubMGU6fPs3Jkyc5fvw4kZGReHl5MWbMGB49esQXX3yhLpf8PXRzc6NDhw65FmPydXl5eeHk5JStcpJfVL96QZlbtE21nJ2defjwYbbLyer3X1cTkKyuMyQkJM/Wp5VR4un3339XE1njxo1jxYoVOm8GfPPNN3qLqzBL/huaM2cOs2fPzlF5JiYmfPTRR3z00Ue4u7tz6tQpTp06xZEjR3jy5AnR0dEsWbKEU6dOcebMmSw3a/nvv//URFbDhg05dOgQpUqVSnPeU6dO5Whbciqrv49Xkzb62kfk1nG7efPm9O3bl48++gg/Pz86derEsWPHqFOnTrZj1cqLfbK1tbX6ODP7qeTzJF82qzLaj+XX/jUrvv32WzWRNXPmTObNm6ezFuJbb72ls5y8Pn7NmjULACMjI/bs2aOzL6Gc9BebE2PGjGH+/PlAYvJKm8yKj49n8+bNQGKNva5du6ZatjCfv+ozdm9vb7U5cIUKFTh+/LjOmknJa4AWJvq87hGiKCm6t54LEY1Gk+IglZUqsnnhzJkz6snEO++8k277cm9v7zyJydbWVr0gyswJv6enZ7plaQ+q7u7uafaxU9yYmZnRqVMnZs6cyf79+/Hz82P+/PnqievXX3+dYuCC5LULc9qcLSP6Wlf58uXV7dFW489t2tgfP36co+rtyZuE3L9/P8P5MzNPZtfp6+ub4cVFRutLXpVeV989Whl14n348GEg8UJl4cKF6dZqffToUbplFRe5+XutU6cOb731FqtXr+bx48ccPXoUZ2dnILG/Iu0FR1ZoP2NITEjqSmRB3h2DdHnw4EGGx5Dkv49Xm3fpax+Rm8ftDz/8kJ9++glATWjpIxGQF/vksmXLqo8z0yz53r176uNXPyt97sf0uX/NLdrfYenSpfn66691JrJCQ0PT7T4gK8evwMDAHNXK8vT0VM//+vfvn26n2Pm176hbty6NGjUC4J9//lF/90eOHFGbto4YMSLNgVwK8/mrPmM/cuSIuvxnn32WbhO7/D5GZJc+r3uEKEokmVVATJ8+XX28atWqArWz1dZ6gMT+QNJz4MCB3A4HSKyq26RJEyCxH4vkJ5xpyahjSe1oXn5+fpw8eVIvMRYlVlZWfPLJJ+rIO9HR0Sk6cW3fvr36+O+//87VWPS1Lnt7e7U2wc2bN7N94E9ebTyjkzFt7PHx8TnqmLN58+bq44zuZvr6+mZrhEpd60xISOD48ePpzptRTMlHr8roLmlGo0pp908ODg7pjgZ75coV/Pz80i1Ln7Lyvcjr8ho1aqTWgjl06FCu1kzs1KkTixYtUp9nZ/+a2WNQTExMhvt6fX8urwoODlY76dUl+e8j+W8Z9LePyO3j9gcffMDPP/8MJB43O3funOOElr72yelp2LChmoRyc3PLsJmVtkYgoI6kpqXP/Zg+96+5Rfudqly5crrNpQ4fPpxuTbSsHL+OHj2axShT0vfvQLvd+t53aJsQRkZGsmPHDiDjJoZahfn8VV+xZ+Vzzqjfxdw+RmSXvq97hCgqJJlVQLRs2ZI33ngDSLyrNWLEiCz1z/Drr79y+vTpXIkteZ8G6Q1Bf/nyZfbt25crMaSlX79+6uPffvtN53wPHjxQh+LWZezYserjL774Qq/9gBQl2hoWQIr3qFmzZmqHvUePHs3VpGbv3r3VQRPWrVvHjRs3sl2Wtu8vRVH48ssvs1VG8qryGd1RT/49mzdvXrb7YKlSpYo6jPqFCxfS/e3/9ttveukXon///urjhQsX6pzvxYsXKU7C02Jubq52YHrx4kWdyZTY2Fj++OOPdMvS7p/8/PzSfT/nzZuXbjn6lpXvRV6XZ2RkxIgRI4DE5EtuN7/Utd/IrMweg5YuXcqLFy/SLUvfn0tatEmetCT/fZibm9OzZ88U0/W1j8iL4/aMGTP45ZdfAP0ltPSxT06Pqakpffr0ARJrS61evVrnvI8fP2bjxo1AYhOf7t27p5iuz/2YPvevuUX7nfL09NR5kR8fH8+3336bbjl9+vRRm7auXr063b6TtN+v7Mrs7+DJkyfqqILp0e4/9L3vGDlypFrzav369URERLBz504gseZW48aNdS5bmM9f9RV7Zj9n7WjH6cmLY0R26fO6R4iiQpJZBciqVavUk/4zZ87Qtm1bzp49m+4yFy5coHv37kyfPj3Dau7Z1bx5c7U6+YoVK9Ks3nr//n0GDRqUp50puri4qCNk/fHHH2zbti3VPEFBQYwYMSLD92bo0KFqM4yTJ08yYsSIdJt4REZGsnr1arU/g8LuypUrfP311+mOUOTv76++xxqNhgYNGqjTDAwM1P5ZAIYPH87+/fvTXeetW7eYNGlSlmO1srJSOyuOjY2ld+/enD9/Pt1lzp07l+bIh5MmTVKbPGzatIlPP/1U58lUZGRkmnf0ko8qk1GNjFatWqkXLR4eHvTt2zfd9zw2Npa///6bxYsXp5qWvEPbMWPGpDmU+N69e7M0smR63njjDfWO56FDh1J83loRERGMHDkyUx27apt7REREpNlnU1xcHO+8806GzY20tSV0XfwqisKsWbPUC4O8kpXvRX6UN3PmTLV21vz585k/f366tSn8/PyYN28e169fT/H6hx9+yJkzZ9Jd19KlS9XHDRs2zHKsyWvEfP3112mOSLZ3714+++yzDMvS9/uYlo0bN6aZvAgPD2fEiBHq72PChAmpahPqax+RV8ft6dOnp0ho5bTJoT72yRn5+OOP1doXH374YZr9rL18+ZLBgwerF7OTJk1Ks+anvvZj+t6/5gbt7/DFixdpJtxiY2N56623uHjxYrrllClTRk2mv3jxgjFjxqT5m545c2aOb9LWrl1bTU7s3r07zXMFPz8/+vXrl6nEsXb/ERAQoNdm646OjnTp0gVIrFGzePFiNTn66oA7ryrM56/6ij35MWLBggW8fPky1bLnz59n/PjxGcZkb2+vXltcvXq1QNXO0ud1jxBFhXQAX4DY29tz5MgR+vbti7u7O9evX6d169a0bNmSbt264ezsjI2NDYGBgTx48ABXV9cc1UrJrHLlyjFo0CC2b99OUFAQDRs25J133qFBgwYkJCRw+vRp1q1bR2RkJGPGjMmzPr9KlSrFTz/9xMSJE4mPj2fo0KEMHDiQXr16YW1tza1bt1ixYgU+Pj4MHjyY7du3A2mPJmJgYMDff/9Nq1at8PHxYfv27Rw5coShQ4fSrFkz7OzsiIiI4PHjx1y8eJFDhw4RHh6e57U9cktwcDCzZ89m7ty5tG3bljZt2lCjRg2sra0JDAzkxo0bbNy4Ue0HY9SoUVSqVClFGf369eOLL77g22+/JSgoiN69e9O2bVt69+6Nk5MTRkZGBAYGcuvWLdzc3Lh58yaGhoYpLnQza9q0aVy4cIENGzbw5MkTWrVqRY8ePejatSsVKlRAURT8/f25ceMGhw8fxtPTk6pVq6oje2nZ2tqyZcsWunXrRlRUFD/88AM7duxg2LBh1K5dGxMTE3x9fblw4QL//PMPjRo1SnV3XnsCCvDJJ5/g7+9PjRo11L6bypcvr9aigsSk9b1793B3d+f48eNUrVqVQYMG0aZNG0qWLElUVBQ+Pj5cvnyZgwcPEhgYyIQJE1K9By4uLmzcuFHdvvr16/PWW2/RuHFjoqKiOHjwIFu2bMHW1pZGjRrluMq5kZERK1asoFu3bsTFxfHFF19w8OBBhgwZQsmSJfHw8GDlypU8fPiQ/v37s2vXrnTLmzp1KitWrCAmJoaff/6ZO3fuMHDgQKytrbl//z5r167l7t27DB8+PN2T7smTJ7Ny5Uri4+P57bffuHr1KgMHDsTR0ZHHjx+zadMmLl++TO3atbGwsODSpUs5eh8yq127dhgbGxMbG8uPP/6IgYEBDRo0UEfOsre3T9VsKT3169endOnS+Pn5sX79ekqVKkWrVq3UPjTMzc2zNPBCxYoV2bRpE/379yc2NpbPPvuMFStWMGjQIOrUqYOFhQUhISF4eHhw5swZTp48SXx8PJ06dUpRzo4dO/j555+pXLkyXbt2pUGDBpQqVYqYmBgeP37M9u3buXLlCpDYFPTtt9/OdIxaAwYMoGLFijx+/Jjz589Tp04dJkyYQJUqVQgKCuLff//ln3/+wcLCgoEDB6bb/LhEiRI0btyYK1eucOzYMd599126du2a4m78q7WlsqJRo0YEBQUxadIkdu3axYABA7Czs+PevXusXLlS7UKgcuXKOmvE6WMfkZfH7enTp6PRaJg+fTovXrygU6dOHD16lHr16mW5LH3skzPSqlUrPv30U7777jtCQ0Pp0KEDI0eOpFOnTpibm3Pjxg1WrlypNl1q0KABX3/9dZpl6Ws/pu/9a26YOnWqmjz84IMPcHNzo0ePHjg4OODh4cHatWvx8PCgU6dOeHh4pHmDRWvBggUcPHgQX19f/vnnH+rXr8/48eOpUqUKfn5+bN68mVOnTtG8eXOePn3Ks2fPshWziYkJ7777LgsWLCA2Npb27dszfvx4mjdvjrGxMZcvX2b16tW8fPkyU7+DLl26sGfPHgAGDhzIpEmTKFu2rHpeWb9+/RR9EmbFmDFjOHjwIAkJCeqNGY1Gw6hRo9JdrjCfv+or9tatW9O8eXMuXLiAl5cXtWrV4t1336VmzZpERkZy7NgxNm/ejKIojBw5Uq1xqUvnzp3ZuXMnDx48YNiwYQwcODBFMrtDhw5ZHshEH/R53SNEkaGIAic4OFiZMmWKYmpqqgAZ/jk6OiqLFy9WYmNjU5SzatUqdZ5Vq1alu86M5g0ICFAaNmyoMwYDAwNl7ty5yrFjx9TXZs+enea6tNM7dOiQ4XuRmXm//fZbxcDAQGdsU6ZMUQ4dOqQ+//nnn3WW9fTpU6VTp06Zet8NDQ2V5cuXZ7gNujg5OSmA4uTklOb0cePGqet6+PBhumVlZd60HD9+PFPbDChDhw5VIiIidJb1xx9/KNbW1pkqS9e2Z/TeKIqiJCQkKHPnzs307yS979DZs2fVdab316lTpzSXHzFihM5lxo0bl2r+oKAgZciQIZl+z7/66qs01xsSEqK0b99e53K2trbKgQMHcvz9SG7Tpk2KmZmZznX2799fuXv3brrbr7Vq1ap0f7sTJ05UHjx4kGFZf/75p2JoaKiznFq1aikeHh5Khw4d1NfSMnv2bHX6sWPH0n0fMjPv559/nunvY2Y+oz///DPTv6XMbsupU6eUypUrZ+p7aGVlpVy/fj3F8pld1snJSbl06VK672l6zp8/r9jb26f7Xd+7d2+mtvvff/9N9/uSHck/18uXLyvlypXTWX7VqlWVBw8epFuePvYReX3c/vXXX9X5SpUqpdy4cSMrb2EKOdknZ/a7/9VXX6X7PdBur7+/f7qx6ms/pij63b9mJCvniFpffvlluu9X69atFT8/v0wdw2/evKlUqFBBZ1m1a9dWvLy8Miwro887KipK6dq1a7pxv/XWW5n6jEJDQ5UaNWroLOfV9zEzvxutsLAwxdLSMsPvty55ef6ale3KzLz6iP3Bgwfp7jNMTU2VFStWZOp7f+XKFcXc3FxnWcmP0YX9ukeIwk5StQWQjY0Nv/32G56enixcuJC+fftSpUoVbGxsMDIywsHBgcaNG/P222+ze/duHj9+zHvvvZfuKF45ZW9vz+nTp/n+++9p3LgxFhYWWFhYUKVKFVxcXDh9+rQ6/HFe+/zzzzlz5gwjRoygXLlymJiYUK5cOfr27cu///7Lb7/9lmLkPXt7e51llStXjqNHj3L06FHeeecd6tati52dHYaGhtjY2FCnTh2GDRvG0qVLefz4MRMnTsyLTcx17du35+7duyxdupShQ4dSq1YtrKysMDAwwMrKijp16jB+/HiOHz/Oli1b0r0j9c477+Dt7c2PP/5I9+7dKVeuHKamppiamuLo6Ej79u35+OOPOXLkSI46+NVoNMyaNQtPT0/mzp1L+/btcXR0xMTEBDMzMypUqEDXrl356quvOHPmTLo1k1q2bMm9e/dYtmwZffr0Ub9HpqamODk50bdvXxYtWqTe5XrVunXrWLp0KR07dqRkyZIZ/hZtbW3ZunUrly5dYtq0aTRu3BgHBweMjIywsrKievXq9O/fn59//pkHDx7orBVgbW3NsWPHWLFiBW3btsXOzg4LCwtq1KjBtGnTuHr1apZrLWRk+PDh3Lhxg7fffhtnZ2dMTU0pXbo0nTt3Zv369ezcuVOtfZQRFxcXzp07x7BhwyhbtizGxsY4OjrSp08f9u7dy/LlyzN1R/Htt9/m9OnTDB06FEdHR4yNjSldujRt2rTh559/5tKlS1SrVi2nm55l3377LZs2baJnz57qdzMn3n77bVxdXenfvz8VKlRIMZpadrVp04Z79+6xbt06hg4dSuXKlbGyssLIyAh7e3uaNWvGW2+9xZYtW/D19U1RyxASm+rt3LmTKVOm0KJFC0qWLImxsTGmpqZUqFCB3r1788cff3D79m2189rsaN68OdeuXWPKlClUrVoVExMTbG1tqVevHp9++inXr19X+0LKSK9evTh16hQjR46kcuXKer/D3rhxY65evcqXX35JvXr1sLa2xsrKisaNG/Ptt99y/fr1dEfbAv3sI/L6uD116lS1H5cXL17QuXPnbI+WmdN9cmZ8/fXXXL9+nSlTplCnTh2sra3V7+2gQYPYsWMHbm5uah+NuuhrPwb63b/mhnnz5nHgwAH69Omj/tbLli1L586dWb58Of/991+6o40mV7duXW7dusXs2bOpV68eFhYW2Nra0qRJE77//nsuXLiAk5NTjmM2NTXF1dWVpUuX0rp1a/VzdnJyYsiQIRw4cIBly5Zl6jOysrLi7NmzzJw5kyZNmmBra6u3Wi+WlpYMHDgwxWsZNTFMrjCfv+oj9ipVqnD58mW++OIL6tSpg5mZGVZWVtSsWZP333+fy5cvp1nLPS2NGjXi0qVLTJw4kZo1a6bok6sg0Od1jxCFnUZRClBjYCFyyccff6z2HXTp0qUcXVQJIdLn5eWl9i0ybty4dDtZFqIo0PZP1aFDBxlFSgghRL6S6x5RXEjNLFHkhYWFqf0gODg4pKpZIIQQQgghhBCFnVz3iOJEklmiUAsLC0t3RKrQ0FCGDRumduT65ptvqkNCCyGEEEIIIURhINc9QqQkoxmKQi0oKIimTZvSsGFDunfvTu3atbG2tiY0NJQrV66wadMm/P39AXBycuKrr77K54iFEEIIIYQQImvkukeIlCSZJYqEa9euce3aNZ3T69Spw969e7GxscnDqIQQQgghhBBCf+S6R4hEkswShVrZsmVxdXXlwIEDnDp1Cl9fX168eIGiKJQqVYqmTZvSv39/Ro0alaujPQohhBBCCCFEbpHrHiFSktEMhRBCCCGEEEIIIUShIR3ACyGEEEIIIYQQQohCQ5JZQgghhBBCCCGEEKLQkGSWEEIIIYQQQgghhCg0JJklhBBCCCGEEEIIIQoNSWYJIYQQQgghhBBCiEJDkllCCCGEEEIIIYQQotCQZJYQQgghhBBCCCGEKDQkmSWEEEIIIYQQQgghCg1JZgkhhBBCCCGEEEKIQkOSWUIIIYQQQgghhBCi0JBklhBCCCGEEEIIIYQoNCSZJYQQQgghhBBCCCEKDUlmCSGEEEIIIYQQQohCQ5JZQgghhBBCCCGEEKLQkGSWEEIIIYQQQgghhCg0JJklhBBCCCGEEEIIIQoNSWYJIYQQQgghhBBCiEJDkllCCCGEEEIIIYQQotCQZJYQQgghhBBCCCGEKDQkmSWEEEIIIYQQQgghCg1JZgkhhBBCCCGEEEKIQkOSWUIIIYQQQgghhBCi0JBklhBCCCGEEEIIIYQoNCSZJYQQQgghhBBCCCEKDUlmCSGEEEIIIYQQQohCQ5JZQgghCAsLY926dbi4uFC3bl1Kly6NiYkJtra2VK1alUGDBvHLL7/g4+OT5vIuLi5oNJo0/0xMTChZsiTNmzdn8uTJnDlzJlMxrV69OlVZrq6umd6mUaNGpVpeCCGEyKzo6Gi2bdvGe++9R5MmTShfvjxmZmZYWFhQtmxZWrVqxTvvvMPmzZsJCwvLUtmPHz/m119/pV+/flSvXh17e3uMjY0pWbIk9evXx8XFhfXr1xMeHq6zDGdn5xTHuFatWmV6/R4eHqmOkXPmzMnSNgghRH7SKIqi5HcQQggh8kd8fDw//fQTP/74I/7+/hnOb2BgwNChQ/nf//5H1apV1dddXFxYs2ZNptc7bNgwVq1ahbm5uc55Vq9ezZtvvpnitSFDhrB169YMyw8ODqZs2bJERkameF0OeUIIITKSkJDAokWLmD9/Ps+ePcvUMmZmZowbN47PP/8cJycnnfMFBAQwc+ZMVq1aRUxMTIblWllZMXXqVD799FNsbGxSTHN2dsbb2zvFa7du3aJOnToZlvv555/z/fffp3ht9uzZktASQhQaRvkdgBBCiPwRGBjIsGHDOHz4sPpatWrV6NmzJ7Vr16ZkyZKEh4fj4+PDf//9x/Hjx4mKimLz5s1ERkaya9euNMudMmUKnTt3Vp/Hxsby7NkzDhw4wP79+wHYsmUL8fHxbNu2LVOxGhkZERcXx+7duwkICMDBwSHd+Tdu3KgmsrTLCiGEEBkJCgpi5MiR6vEKoFKlSnTp0oVGjRrh4OCAoaEh/v7+PHjwADc3N65du0ZUVBR//vkn/v7+bN++Pc2yr1+/Tr9+/fDy8lJfa9WqFV26dMHJyQk7OztevnyJt7c3hw4d4tKlS4SFhfHtt99SqlQppk+frjNu7bHur7/+YsGCBeluY3x8PGvXrk2xnBBCFDaSzBJCiGIoNjaWN954g1OnTgFQpkwZFi1axKBBg9JsjvfFF18QGBjITz/9xK+//ppu2U2aNKF///6pXp82bRpbt25l+PDhKIrC9u3bOXPmDK1bt84w3j59+rB7925iYmLYuHEjU6ZMSXf+v/76C4CmTZvi6+vL06dPM1yHEEKI4i02NpZ+/frx33//AVC6dGkWLlzI0KFDMTQ01LncgwcP+P333/nzzz91zvPo0SO6dOmi1oJu0aIFixcvplmzZmnO/80333D37l2+/vprNm7cmGHsvXv3Zs+ePaxfv57vv/8eIyPdl3murq5qjTPt8VUIIQob6TNLCCGKoc8++0xNZFWqVImzZ88yePDgdPuVsre355tvvuHChQvUrVs3W+sdOnRoikSXrtpdr6pXr556wq9NVOly8+ZNLl68CMD48eOzFacQQoji5/PPP1cTWc7Ozly4cIERI0akm8gCqFq1KgsXLuTq1au89tprqaYnJCQwePBgNZHVo0cP3NzcdCaytGrWrMmGDRvYtWsXJUqUSHde7fHu+fPn7Nu3L915tcfRsmXL0qtXr3TnFUKIgkqSWUIIUcw8ffqURYsWAaDRaNiwYQPOzs6ZXr527dp888032V5/x44d1cf37t3L9HLaE/WrV69y5coVnfOtXLkSSOy/ZOTIkZkqOyEhgU2bNtG/f3+cnJwwNzfH3NycSpUq0bRpU9588002btzIy5cvMx2vEEKIwiP5sdHAwIBNmzZRqVKlLJVRs2ZNZsyYker1v//+mwsXLgDg6OjIhg0b0u0z8lX9+vVj3Lhx6c7Ts2dPypUrB6R/08ff359//vkHgLFjx2aYqNN68OABn3zyCc2bN6dEiRIYGxvj4OBArVq16NKlC/PmzeP8+fOZ3CIhhMg5SWYJIUQxs3jxYrXT2Z49e9K2bds8Xb+pqan6OCoqKtPLjRw5Uj35X7VqVZrzxMbGsn79egAGDBiAnZ1dhuUGBATw2muvMXLkSHbv3s2jR4+IiooiKiqKx48fc/nyZVavXs2oUaPURJkQQoiiZfHixURHRwOJTe+yMjJgRn7++Wf18YwZMzLs9zE7DA0NGTt2LAD//vsvz58/T3O+devWERsbC2S+9vJff/1F3bp1+fHHH7l48SJBQUHExcURGBjI3bt3OXr0KLNmzUrRX6YQQuQ26TNLCCGKmYMHD6qPM7rTmxtu3rypPk5vxKdX2draMmDAADZu3MiGDRv48ccfUyTGAPbs2aM248jsSfpbb73F2bNnAahYsSLDhw+nevXqlChRgvDwcDw8PDhz5gwnTpzIdKxCCCEKl+THRm1SSB+Cg4NT1FjKzePu+PHj+f7774mLi2PdunV89NFHqebR3gx67bXXqFGjhtqsUperV6/y9ttvEx8fj6GhIT169KBbt26ULl0aAwMD/Pz8uHbtGocOHSIwMDBXtksIIdIiySwhhChGwsLCUjTRS6tvj9zk7e2tjqAE0KZNmywtP378eDZu3EhgYCC7d+9m6NChKaZrm1Y4OTnRpUuXDMvz8/NTO7597bXXOHLkSKoEmdaLFy/URJkQQoiiIzw8PMWxMTMDk2TW6dOniY+PBxL71ipTpozeyn5V9erVadu2LSdPnmTVqlWpklkXLlzgxo0bQOZv+KxYsUKNf9euXbz++utpzqcoitz0EULkKWlmKIQQxYivry8JCQlAYnO/ChUq5Po64+LiePToEcuXL6dNmzaEhIQAiZ3rjhgxIktlde7cmcqVKwOp+wR59uwZBw4cAODNN99MtzN7LU9PT/X9GDlypM5EFkCpUqWoXbt2luIVQghR8L16bCxfvrzeyk4+mm61atX0Vq4uEyZMAMDd3V2tdaylPW5aWVmluhmky/3794HEY6CuRBYk9sHZvn377IQshBDZIsksIYQoRgICAtTHmelPKju0iSTtn7GxMU5OTrz99tvqUOAVKlTgwIEDGBsbZ6lsjUaDi4sLAIcOHeLJkyfqtDVr1hAfH59inoxYWlqqjy9dupSlWIQQQhQNWT02vv766ymOc6/+ubm5ZbvsnBoyZAjW1tZAyv4lo6Ki2Lx5M5A4srCVlVWmytMeJwMCAvDy8tJvsEIIkQOSzBJCiGIqMzWXcsOsWbO4ffs2NWrUyNbyLi4uGBgYkJCQwJo1a9TXtSftXbp0yXRfXHXq1FHvwP/111+4uLhw4sQJ4uLishWbEEKIwkdRFPVxbh4b8+K4a2lpqda62rx5M5GRkQDs2LGDoKAgIPNNDAG6d+8OJI7627FjR/744w98fX31G7QQQmSDJLOEEKIYST6C0suXL3NlHVOmTGHnzp3s3LmTv//+m8WLF+Pi4qI24fvtt9/UIcqzo1KlSmp/WKtWrVL76fDw8ACydpJuaGjI8uXL1djWrFlD+/btsbOzo2vXrsydO5dTp06luNARQghRtJQsWVJ9nJlj45dffqke57R/devWTXPevDjuvkp7HAwJCWH79u3A/zcxrFmzZpb6yxw/frx6zPX29mbSpEmULVuWGjVqMH78eNasWcOLFy/0vAVCCJExSWYJIUQxUrZsWQwMEnf90dHRKZrp6UuTJk3o378//fv3Z8CAAbz33nusWrWKq1evUqZMGYKCgnj99de5fft2ttehPVF/8OABJ06cUE/S7ezsGDBgQJbK6tWrFxcvXmTIkCGYmJgAiZ0BHzlyhDlz5tC2bVuqVq3K+vXrsx2vEEKIgsvR0THFsTF5P1dpadWqlXqc0/4lT4gll7z/LW3/U7mtTZs21KpVC0i86ePl5cWxY8eAxK4AssLY2BhXV1cWLlyYos8vDw8PVq1ahYuLC+XKlWPUqFH4+PjobyOEECIDkswSQohixNLSksaNG6vPT506lWfrrlWrFuvWrQMgIiKCkSNHqh3uZtWAAQMoUaIEkFjTa9u2bUBiJ+5mZmZZLq9evXps3bqVwMBADhw4wNy5c+natataY+vhw4eMGTOGuXPnZiteIYQQBderx8YzZ87orew2bdpgaGgIJN6Aef78ud7KTo82aeXm5sasWbNQFAVDQ0PGjh2b5bKMjIyYNm0aHh4e3Llzh5UrVzJhwgR1QJa4uDg2btxIs2bN1L4xhRAit0kySwghipkePXqoj5P3OZUXunXrRv/+/QG4evUqq1evzlY5pqamjBw5EkjsByQ8PBzIWhPDtFhaWtK9e3dmzZrFoUOH8PPzY968eer0b775RvoKEUKIIij5sVF740UfbG1tadmypfo8r467Y8eOxcjICEVR1O3p1asXZcuWzVG5NWvWZPz48axYsQJPT0/Onj1L/fr1gcRRhb/77rscxy6EEJkhySwhhChm3nvvPbXGkaura57WzgKYO3eu2gnu7NmziY6OzlY5ryauGjRoQNOmTXMcX3I2NjZ8+eWX9OvXD4DY2NhUQ50LIYQo/JIfG/fu3cv58+f1VvaMGTPUxwsXLkwxwmFucXR0pFevXiley+kNn7S0bNmStWvXqs9PnDih93UIIURaJJklhBDFTPny5Xn//feBxBGcRo4cibe3d6aXv337Nl9++WW219+gQQNef/11AJ48ecKyZcuyVU6TJk0YMmQILVu2pGXLlnzwwQfZjikj2qYUgIx0KIQQRVD58uWZMmUKkDhy3/Dhw/XWr+SgQYNo3rw5AD4+PowePZqoqKhML7979+5s1eh6//331WNkp06d1GOvvskxUgiRHySZJYQQxdB3332njmb06NEjWrVqxY4dO9IdtS8wMJAvv/yS5s2bc/PmzRytP3ky7LvvvlOHDs+qrVu3cvbsWc6ePcu4ceOyvPyBAwf45Zdf0h1h6vnz5+poUAANGzbMVqxCCCEKtm+//ZZ27doBiX0lNm/enK1bt2bYv+PDhw/T7TReo9Gwfft2tZN4V1dXOnbsyKVLl9It9+7du4waNYr+/ftnayTE7t27q8fIo0ePYmxsnOUyPvjgA06fPp3uPIsXL1YfN2rUKMvrEEKI7DDK7wCEEELkPWNjY/bs2cOwYcM4fPgwvr6+DB48mOrVq9OzZ0/q1KmDg4MD4eHhPHv2jBMnTuDm5palO8npadGiBd26dePQoUP4+PiwdOnSXK1ZpYuPjw8ffPABn376KR07dqRVq1ZUqVIFS0tLAgMDuXr1Kps3byYoKAiAoUOHUr169TyPUwghRO7THhtHjhzJ/v378fX1ZdiwYTg5OdG1a1caNWqEvb09JiYmhISE4OnpyalTpzhx4gTx8fEAmJubY29vn6rsSpUqceTIEfr164eXlxfnzp2jWbNmtG7dmi5duuDs7IytrS0vX77Ey8uLw4cPc/HixWwPlKIvf//9N7/88gtOTk5069aNBg0aULp0aeLi4nj69Cm7du1SO8w3Njbm448/ztd4hRDFhySzhBCimLK3t8fV1ZUFCxbw448/EhAQgIeHBx4eHjqXMTQ0ZMSIESk6Rc+uL7/8kkOHDgEwf/583n33XSwsLHJcblZoh2KPjY3l0KFDajxpGTx4MKtWrcqr0IQQQuQDOzs79u7dy++//878+fPx8fHB29ublStXprucpaUlI0aMYM6cOZQvXz7NeRo0aMDFixf54osvWL16NTExMZw5cybd0ROtra2ZPn06EyZMyNF2ZZf2OOnt7c2KFSt0zufg4MC6deuk9rIQIs9IMksIIYoxQ0NDPv30UyZPnszff//NkSNHuHjxIn5+fgQFBWFhYUGpUqVo2LAh7du3Z/jw4ZQpU0Yv627fvj3t2rXjxIkT+Pn5sWjRIj755BO9lJ1ZY8aMoXHjxhw9epTjx49z69Ytnj17RmRkJBYWFlSqVIlWrVoxZswYOnTokKexCSGEyB8GBgZMmzaNd999l927d3P06FHOnTvH8+fPCQwMxMDAADs7OypUqEDTpk1p27Yt/fr1w8rKKsOyHRwc+PPPP/nyyy/ZsWMHR48exd3dnYCAAMLCwrCxsaF8+fI0bdpUHQE4r2/0JHflyhWOHz/OsWPHOHv2LJ6enrx8+RKNRoO9vT1169alV69ejB8/nhIlSuRbnEKI4kejpNdBihBCCCGEEEIIIYQQBYh0AC+EEEIIIYQQQgghCg1JZgkhhBBCCCGEEEKIQkOSWUIIIYQQQgghhBCi0JBkVgGkKAohISFId2ZCCCGEEEIIIYQQKclohgVQaGgotra2vAgOxsbGJlfWERsby+F//6Vr794YGxvnyjrySlHZlqKyHVB0tqWobAcUnW0pKtsBRWdbZDsKnpxui0kO1h2TzrSi8h7n1Xbk5HNILjY8XE8lQWxcHIfc3OjWsSPGRoX7MqKobEtR2Q4oOtuS0+0wtrTMhaiEKHqkZpYQQgghhBBCCCGEKDQkmSWEEEIIIYQQQgghCg1JZgkhhBBCCCGEEEKIQkOSWUIIIYQQQgghhBCi0JBklhBCCCGEEEIIIYQoNCSZJYQQQgghhBBCCCEKDUlmCSGEEEIIIYQQQohCQ5JZQgghhBBCCCGEEKLQkGSWEEIIIYQQQgghhCg0JJklhBBCCCGEEEIIIQoNSWYJIYQQQgghhBBCiELDKL8DEEIIIYQQQgghRO5RFIXY2FgSEhLyOxRRRBgYGGBsbIxGo8mX9UsySwghhBBCCCGEKILi4+Px9/cnNDSU2NjY/A5HFDHGxsZYW1tTsmRJDA0N83TdkswSQgghhBBCCCGKmPj4eB4/fkx0dDS2trZYWVlhaGiYbzVpRNGhKArx8fGEhYURFBREZGQkFStWzNOEliSzhBBCCCGEEEKIIsbf35/o6GgqVaqEubl5focjiiArKytsbW159OgR/v7+lClTJs/WLR3ACyGEEEIIIYQQRYiiKISGhmJrayuJLJGrzM3NsbGxITQ0FEVR8my9kswSQggh8sHlS5f46quvuHzpUn6HIoQQQogiJjY2ltjYWKysrPI7FFEMWFtbq9+5vCLJLCGEECIfbFy/nhs3brBpw4b8DkUIIYQQRYx21MK87pRbFE/a71lejpYpySzg0KFDDB06FCcnJ8zMzDA3N6dKlSqMGjWK48ePp7vs8+fP+fDDD6lZsybm5ubY29vTrl07VqxYkadV7IQQQhR83t7eXL50iQvnz7M5KYm1fcsWrly+zOVLl/D29s7nCIUQQghRlEhn7yIv5Mf3rFh3AK8oCpMmTeLPP/9UXzMzM0Oj0fDw4UMePnzIxo0bmTFjBj///HOq5S9dukSPHj0ICAgAEjs/Cw0N5eTJk5w8eZJt27axZ88eTE1N82ybhBBCFFw1nJ1Tvebv70+rpk3V59FyI0QIIYQQQoh0FeuaWatXr1YTWYMHD+bevXtERkYSERHBnTt36NevHwC//PILO3fuTLFscHAwr7/+OgEBAdSqVYsLFy4QGhpKeHg4ixYtwtjYmIMHDzJjxow83y4hhBAF0+r16zEwSHno1dbiNTIyYvX69fkRlhBCCJHvLl+5ktiX5JUr+R2KEKIQKNbJrLVr1wJQrVo1Nm3aRPXq1dVpNWvWZNu2bVSpUgWArVu3plh2wYIF+Pr6Ym5uzr///kuzZs0AMDExYfLkycydOxeAZcuWce/evbzYHCGEEAVc/QYNUiWztE6eO8eIUaPyOCIhhBCiYNi4aRM3btxg4+bN+R2KEKIQKNbJLB8fHwAaNmyIkVHqFpfGxsY0atQIgLCwsBTTtImw4cOHU7ly5VTLTpkyBSsrK+Lj49kgnfsKIUSxFxMTw/ixY4mLi8vvUIQQQogCwfvRIy5fucKevXv5a80aALb//TdXrl7l8pUreD96lM8RCpF5Li4uaDQaXFxc8mydbm5uaDSaYtk3WrFOZmlrXV27di3Ni4vY2FiuXr0KoNa8Arh79y6PknasvXr1SrNsKysr2rVrB8DBgwf1GbYQQohC6Juvv+Za0jHF0MiIyknHIEhsYuhQsmQ+RSaEEELkj+p16tCqXTsGDx9OdHQ0AP4vXtCybVtatWtH9Tp18jlCIXJOm+TK6M85jb5VhW7FOpk1adIkAO7fv8+IESO4f/++Ou3u3bsMHToUT09PqlatmqLvq5s3b6qP69Wrp7N87TR3d3d9hy6EEKIQOXf2LD989x2QmLhyO3mSa+7uavP2uLg4Lp4/n58hCiGEEHlu9cqVqVrIaIdBMTIyYvXKlXkflBC5xMDAgDJlyuj8K1WqVH6HWKgU62RW3759+eWXXzAxMWH79u1Ur14dCwsLLCwsqFWrFm5ubkyaNInz589jY2OjLvfs2TP1cfny5XWWr50WEhKSqpmiEEKI4iEiIoIJ48aRkJAAwFdz5tCiZUsMDAwYMWKEOt/Xs2cTHx+fX2EKIYQQeW7ksGEccXVNc9opNzdGDhuWxxEJkXsqVqyIr6+vzr8LFy7kd4iFSuqOooqZ6dOnU716dcaPH4+fnx+RkZHqtOjoaEJDQwkODsbe3l59PTQ0VH1sYWGhs+zk00JDQ7GyskpzvujoaLVaLSQmvyCxmWNsbGzWNyoT4pLKjcul8vNSUdmWorIdUHS2pahsBxSdbSmM2/H5J5/gkTQQSPMWLZj2wQfExsYSFxtL48aNadGyJefPneO2uztbNm1iSCE7cS+Mn0laisp2QM63xcTYONvrTu+8pai8x3m1Hcl7PzHOyWeix376tN1yFIW+/4rKthSF7fB8+DDN12Pj4vT6/c0rOf1Msv9rF6J4KdbJrIiICN588022bt1Ks2bNWL9+PU2aNEFRFK5cucIXX3zB+vXrcXV15ciRIzRo0CBX4vjuu+/U0Q+Tczt4MN1kmT64HTqUq+XnpaKyLUVlO6DobEtR2Q4oOttSWLbj2rVr/LF4MZA42q3LuHG4JetHUaPR0Kd3b86fOwfAl599ho2FBYaGhvkSb04Uls8kI0VlOyD729KvX79sr/Pwv/9mOE9ReY/zcjty8pkccnPTXyBJjp08qfcy80tR2ZbCvB2nko6BWqamppibm3Pn/n38g4LyJyg9yO5nkpPfu8h9GzZsYMmSJVy/fh0DAwNq1arFhAkTeOutt3JtnXfu3GHevHkcOXKEoKAgypUrR58+ffjyyy91LuPm5kanTp0yVf6qVavytNN6fSnWyayPP/6YrVu3UqNGDf777z/Mzc3Vad26daNt27Y0atSIe/fuMXnyZE6cOAGAtbW1Ol9ERESKJojJRUREqI+TL/Oqzz//nA8++EB9HhISQsWKFenYvbvOsnMqLjYWt0OH6NitG0Y5uNtXEBSVbSkq2wFFZ1uKynZA0dmWwrQdQUFBTH7/ffX5N/PnMy7ZiY52W6Z++CEHDx/m1IkTPH36lMDgYEaMHp0fIWdLYfpM0lNUtgPyd1u69u6tc1pReY/zajtM9FROt44d9VRSYk2TYydP0qlt2zRHAi9Misq2FIXtOPnff6le83B3z/Wb+rmlKHwm+hbuc4enR/+kfOd3sCxbK7/DyRZFUZgwYQKrVq0CEm9I2tnZcfHiRc6fP8+xY8cwNTXV+3pdXV3p37+/2pLLysoKHx8fFi1axI4dO/jmm2/SXM7ExIQyZcroLDcuLo6AgAC9x5uXiu2vKzQ0lGXLlgHw/vvvp0hkaZmbm/P+++8zdepUTp48iZ+fH6VLl6ZcuXLqPE+fPtWZcHr69CkANjY2OpsYQuLdh7S++MbGxjmqVp4ZRnmwjrxSVLalqGwHFJ1tKSrbAUVnWwrDdnz20Uc8ffIEgE5duvD+1KkYGKTuqtLYxIQ58+apF5zfffMNI8eMKXQnwIXhM8mMorIdkD/bkpn1FZX3OLe3Q18lG+fCvsTIyChXys0PRWVbCvN23Ll7N8Xz6Ohonj9/To2kQVIKq8L8mehb4I2DhHlfIfDGoUKbzPr999/VRNb777/P7NmzKVmyJMHBwSxcuJC5c+dia2ur13U+efKEYcOGER0dTYMGDVi+fDktWrQgISGBgwcP8tZbb6WoFJNcmzZt8PX11Vn2qFGj2LhxI3Z2drz22mt6jTuvFNtf171799R2zFWrVtU5X/VkO9GHDx9SunTpFCMY3rx5k9q1a6e5rHbUwzoypKwQQhQru3fuZP3atUDiDY3lq1almcjSat+hA526dOHYkSN4PnjA+rVrcRk/Pq/CFUIIIfLN7du3U7124+bNQp/MKgwURSEhNipXyo4Jfk5cZAhoNLx0PwLAS/fD2NXuCIqCkbkNJra6aw5ll4GxGRqNJuMZsyAqKkrtFmjMmDH8/vvv6jRbW1tmz55NVFQU33//fbrlPH78GEdHR53T7927l6KizLfffktISAgODg4cOnSI0qVLA4mjIvbs2ZP9+/fTpEmTLG/P7Nmz2bhxI0ZGRmzbti1FzqMwKbbJrOQXFd7e3jrne/78ufpY21SwZs2aVKpUiUePHuHq6sqQIUNSLRceHq42S+zevbu+whZCCFHA+fn5Mfmdd9Tnv/z+OxUrVsxwuVlz53LsSOLJ3rfz5jFy9GhMTPTV0EgIIYQoeCIiItLsAP7mrVsMGjAgHyIqXhJio7i2oFeerS8uIhiPdVNydR0NP9qPoUnqVlc5cfDgQQIDAwGYNWtWmvN89tlnLFy4kKgo3cnBhISEFPmFtKZrKYrCli1bAHj33XfVRFZy9erVY/DgwWzatClT2wGwfv16vv76awAWLVpE165dM71sQaP7NnERV6tWLbVp4YoVK9IcbSI+Pl5tiliiRAlq1qypThs7diwAmzdvxsvLK9WyixcvJiwsDENDQ0aNGpULWyCEEKKgURSFye+8w4sXLwB4o39/Ro0Zk6ll27z2Gt169ADA28uLNUlV2YUQQoii6u69eyiKAkDrVq3U12/eupVfIQmRysWLFwGoWLEi1apVS3MeW1tbmjZtmm45Tk5OKIqi88/Ozk6d9+HDh2oCrXPnzjrLTG/aq06cOMGECRMA+OCDD3gn2c3XwqjY1swyNzdn4sSJ/P7771y+fJm+ffvyww8/ULduXSCxieDHH3/M6dOnAZg+fXqK0aU++ugjVqxYga+vL3369GHt2rU0bdqUmJgYVq5cyVdffQXA22+/TY0aNfJ+A4UQQuS5DevWsWfXLgBKlSrF4j//zFJV99lff82hAwcA+P5//2Osi0uudCYqhBBCFAS3kjUx7NWzJ5cuXyYmJkaSWXnEwNiMhh/tz7XyI57fT7MmVvUxv2NRJu2kUE4ZGJvpvUw/Pz8Aypcvn+58FSpU0Ps6M1pvZtfp4eHBgAEDiImJoW/fvvz44485jjG/FdtkFsD8+fPx8PDA1dVV/dNeNGhHCwAYMWIEM2fOTLGsra0te/fupUePHri7u9OsWTOsra2JiooiNjYWSGxe+Msvv+TdBgkhhMg3jx49YsaU/z9hW/znn2lWCU9P8xYt6P366/y7dy9PnjzhrxUrmDR5sr5DFUIIIQqE23fuqI/r1qmDk5MTHh4eeD58SHh4OJaWlvkYXdGn0Wj03iQvOUNj7Q05DaCo/w2NTXN1vblF331x5dV6AwMD6dOnDwEBATRq1IiNGzem25drYVH4tyAHzM3N+ffff9m2bRv9+vWjQoUKajXXihUrMmjQIPbu3cvGjRtT1MrSatq0Kbdu3WLGjBlUr16d2NhYLC0tadu2LcuXL2f//v1yR10IIYqBhIQE3h4/npCQEABGjx1Lv2z29TErqYNRgPnffENkZKReYhRCCCEKGvdkNbPq1KpFpUqVgMRm++5pdAwvChcjCzuMLO2xKFuDij0/wKJsDYws7TGysMvv0LJEe3PySdIo1bo8ffpU7+vMaL0ZrTMmJoaBAwfi4eFB2bJl+eeff7CystJbnPmpWNfMgsQs5+DBgxk8eHC2li9Tpgw///wzP//8s54jE0IIUVgsXbxY7by9YsWK/PTrr9kuq3GTJvQbMIDdO3fi4+PD8j//ZOr06XqKVAghhCg4tCMZWllZUbFiRZycnNRpN27epHmzZvkVmtADE5vS1Ju8GY2hMRqNhpKN+6LEx2JgVLgGuGmW9D18/PgxDx48oGrVqqnmCQkJ4dKlS3pbZ+XKlbG3tycwMJBjx47p7Bvr6NGj6Zbz1ltvcfz4cczNzdmzZ49em0Lmt2JdM0sIIYTIqbt37zLz00/V58tWrUrRgWd2fDVnjvr4x+++Izw8PEflCSGEEAVNREQED5MG0qpdqxYajQZnZ2d1uvSbVTQYGJmozeQ0Gk2hS2QBdOvWjRIlSgAwb968NOf54Ycf9FqbXqPRMHToUAD++OMP/P39U83j7u7O9u3bdZYxb9481q5di0ajYd26dWpSrqiQZJYQQgiRTXFxcUwYO1Y9eXlvyhQ6d+mSqWV9fXy4f/8+vj4+qabVb9CAQUOGAIkdgP6xZIn+ghZCCCEKgDt376pdvNSuVQsgRc0sSWaJgsLc3Fwd4G3NmjVMnz6dgIAAILFG1rx58/j2229zfDPzVZ9//jnW1tb4+/vTrVs3dVRFRVE4ePAgvXr1wsLCIs1lt23bxuzZswH49ttvGTRokF5jKwgkmSWEEEJk04L587lw/jwA1WvU4Jvvv8/0srdu3CAsLAz3GzfSnP7VnDnqncyf5s8nNDQ05wELIYQQBUTykQzr1K4NJA6ype0r6MbNm2qyS4j8Nm3aNMaMGQPAr7/+SunSpbG3t8fe3p5Zs2YxbNgw+vXrp9d1VqpUiU2bNmFqasrVq1dp3rw5NjY2WFpa0qNHD2JjY3V2d7Rv3z7197Nw4UIcHR11/m3ZskWvcecVSWYJIYQQ2XD1yhXmJTUHNDAw4K+1a3XeHdMKDgrC59kzfH18uOvuDsAdd3d8fXzwefaM4KAgdd7adeowbMQIAAICAljy+++5sh1CCCFEfnBPI5kFiaMaAgQEBuL7/HmexyVEWgwMDFi7di1r166lVatWmJubExcXR5MmTfjjjz/YuHFjrqy3T58+XL58meHDh1O6dGliYmIoU6YM77//PleuXKFy5coZlvH8+fN0/wrrYEPFvgN4IYQQIquio6MZP3YscXFxAHzy+ee0aNkyw+WWpNExfEREBKuWLVOff55UJRxg5uzZbN28mYSEBH5ZsIB3J0/G1tZWD1sghBBC5K/bOpJZ9erW5ZibG5DY1LCso2NehyaETmPGjFFraL1q9erVrF69OtOvZ1adOnXYtGlTmtPKlCmTZg3GnK6zMJCaWUIIIUQWzZ01i1s3bwLQsFEjZs6alanl+g4YgIFB2odeAwMD+g4YkOK1GjVqMCrphOnly5csysEoiUIIIURBoq2ZZW1tTcVkI6xpa2aB9JslhNBNkllCCCFEFpw6eZKff/wRABMTE/5auxYTk8yNzFOvQYNUCSutcRMnUq9Bg1Svf/7VVxgaGgLw688/8/Lly2xGLoQQQhQM4eHheHl7A/8/kqFWvbp11cc3km4cCSHEqySZJYQQQmRSWFgYE8aNU6tzz543j3r162epjGtXrmRp/qpVqzLuzTcBCA4O5lcdHX0KIYQQhcWdu3fVx8mbGALUqllTrcUsNbOEELpIMksIIYTIpE8/+oiHnp4AtHntNWZ8+GGWlvd/8QKvpOUdSpbE2NgYAEMjIywsLXWvd+ZMdd7fFy5Uh4MWQgghCqO0RjLUMjc3p1rVqgDcvnNH7Z9SCCGSk2SWEAWEr48P9+/fx9fHJ79DEUKkwXX/flb8+ScAlpaWrFizRm3+l1mnT5wAoFqNGri89RbOzs4AxMfFEZhOgsrZ2RmXCROAxNph2maOQgghRGGkayRDLW1Tw+joaDzu38+zuIQQhYcks4QoIG7duEFYWBjuN27kdyhCiFcEBgbyblIyCWD+Tz9RNemucWYFBATgntT3R7uOHdFoNFhaWtKoSRMADuzbl+7d589mzlT75lry++/4+flldTOEEEKIAiH5SIa1a9VKNb1+vXrqY2lqKIRIiySzhMhHwUFB+Dx7hq+PD7eTDtS33d3x9fHB59kzgoOC8jdAIQQA099/H5+kWpPde/Zk4ttvZ7mMMydOoCgK1WrUwLFsWfX1dh07YmllRWBAAGdPndK5fIUKFZj4zjsARERE8NMPP2Q5BiGEEKIg0NbMsrGxoUL58qmmJ+8EXpJZQoi0SDJLiHy05NdfWb18OauWLSMqMhKAyIgIVi1bxurly1ny66/5HKEQYvvWrWzZtAmAEiVK8MeKFSlGXcqMl4GB3Lx+HYDX2rdPMc3UzIyuPXoAic0Q02tu+Mnnn2NmZgbAH4sXqwk2IYQQorAICwvD+9EjIPVIhlopRjSUZJYQIg2SzBIiH/UdMCDdi+Kq1aoREhychxEJIZLz8fFhyqRJ6vNfFy+mfBp3kDNy5uRJFEWhSrVqlEtj+dp161K5alXi4+M58O+/6miJrypbtizvvPceAFFRUfz4/fdZjkUIIYTIT7fv3FEfp9VfFkBlZ2cskwZGuSXJLCFEGiSZJUQ+qpTsQJ2WB/fvs/S339jz99/SMbwQeUxRFN6dOJHAwEAABg8dytDhw7NcTnBQEDeuXQNS18rS0mg0dO/dG0NDQ7w8PdW+tdLy0aefYmFhAcDyP/7gyZMnWY5JCCGEyC+ZSWYZGBhQt04dAB56eREaGponsQkhCg9JZgmRTyLCw9m8bh1hYWFpTu/SoweVnJ1JSEjg1o0brFq2jI1r13Lfw0NnrQ0hhP6sWrkS13//BcDR0ZHflizJcvNCSKyVlZCQgHOVKlSoWFHnfPb29mqy68iBA0RFRaU5X+nSpXlvyhQAYmJimP/tt1mOSQghhMgvGY1kqJW8qeEtd/dcjUkIUfhIMkuIfBAVFcXm9esJ8PfHysoKCwsLypQtS4UKFShTtiyWVlbUqlOHUePG4fLWW9SpVw+NRoP3w4ds27iRFUuXcu3y5XRHPhNCZN/Dhw/5eMYM9fnSFStwcHDIcjkhwcFcu3IFgLY6amUl17JNG+wdHAgPD8ftyBGd88346COsrKwAWLViBd7e3lmOTQghhMgPmU5mJdXMgsLVCbzv8+fcv38f3+fP8zsUIYo0SWYJkcdiYmLYtnEjz319sbC0ZKSLC5NnzGC0iwslS5ZktIsL702bho2NDQBly5Wj36BBTJo2jRatWmFiYoL/ixf8+88/LFm4kFP//UdEREQ+b5UQRUdCQgJvubiotSbHT5xI7z59slXW2VOnSEhIoJKzMxWdnDKc38jIiJ5J67py8SJPdTQhLFmyJO9PmwZAbGws3//vf9mKTwghhMhr2mSWra0t5ZKN7vuq+vXqqY8LUzLr1u3bhIWFcStZ0k4IoX+SzBIiD8XFxfH31q08efwYMzMzho8ejYODA0ZGRmrzJY1Gg5GRUaplbW1t6dKjB5NnzKBzt25Y29gQHh7Of8eOsfiXXziwb5/at48QIvt+W7iQE//9B4CTszM//PxztsoJDQ3l6uXLgO6+stLiVLky9Ro2BMB1714SEhLSnG/6hx+qSe81q1bx4MGDbMUphBBC5JXQ0FAePX4M6B7JUCt5M8OCnswKDg7Gx9cX3+fPuXP3LgB37t7F9/lzfHx9CZYBnYTQu9RXzEKIXJGQkMDuHTt4+OABxsbGDB01ijKOjlkux8zMjJZt2tCsZUtu37rF+TNneO7ry+WLF7l88SI1atWiZZs26fbNI4RIm/utW8z64gsgMbG8YvVqrK2ts1XWuVOniI+Pp0LFijg5O2dp2c7dunH/7l38nj/n4rlztGjdOtU8JUqUYNoHHzBvzhzi4+P5/n//Y/mqVdmKVQghhMgLmen8XcvBwYGyjo74+Ppy49YtFEXJVt+VeWHx8uWpXouIjOSvdevU51989FFehiREkSc1s4TIA4qisG/PHu7duYOhoSGDhw+nfIUKOSrT0NCQeg0a8ObbbzNi7FiqVq8OwL07d1j311+sWbmSO+7uOmt1CCFSio2NZfzYsURHRwMwdcYM2nfokK2ywsPCuHLpEgCvdeiQ5ZNvS0tLOnXrBsB/x44RouOO7pTp0ylRogQA69eu5d69e9mKVwghhMgLme0vS0vb1PDly5c8K8Aje7/RuzcGBmlfWhsYGPBG7955HJEQRZ8ks4TIZYqicGj/fm5eu4ZGo6H/4ME4V6mit/I1Gg3OlSszdORI3nrvPRo2boyhoSHPnjxh57Zt/LloERfPnSMmJkZv6xSiKPruf//jSlKzwNp16vD1N99ku6xzZ84QFxdHufLlqZzN33vDxo2pULEisbGxHHJ1TXMeW1tbZiTd6U1ISODbr7/OdsxCCCFEbstqMquwNDWsUrkypUuXTnOay6hRKTqzF0LohySzhMhl/x07xqULFwB4vX9/atSqlWvrKlmqFL3feIP3pk+nTbt2mJmbE/TyJYdcXVn8yy+4HTlCWGhorq1fiMLq4oULfJ+UvDIyMuKvtWsxMzPLVlkR4eFcTvrNZ6dWlpZGo6FHnz4YGBhw784dPJL64HjVe1OmqCMtbt64kdvS4awQQogCKivNDAHqJktm3bh5M1diyqkX/v6s2bABX1/f/A5F5KI5c+ag0WhSnNd99NFHaDQa7OzsiI+P17nssGHD1GXXrFmjc74zZ86o8x08eFDnfKdOnWLq1Kk0atSIUqVKYWxsTIkSJWjYsCHvvPMOR44cQVGU7G1oISLJLCFy0dlTpzh94gQAPfv0oV6DBnmyXisrKzp07szk6dPp3rs3diVKEBUVxZmTJ1m8cCF7d+/mhZ9fnsQiREEXGRnJ+LFj1ZOQL776iiZNm2a7vPNnzxIbG4tj2bJUrVYtR7GVLlOGFq1aAXBw//40a1haW1vz4aefAok1Qf83Z06O1imEEELkFm3NLDs7O8pmou/Ygj6ioceDB6zZuJGXQUHYWFtjbmaGY5kyVKhQAccyZbC0sMDCwiK/wxS5pFOnTkDiAABXrlzROd9/SQMLARw7dkznfG5ubgAYGxvz2muvpZru6+tLz549adu2Lb///jvXrl0jMDAQa2trwsPDuX79OsuWLaNr1640bdqU+/fvZ3PLCgdJZgmRSy5fvMixw4cB6NS1K42bNcvzGExMTGjavDnvvP8+A4cOpXzFiiQkJHDj6lVWLF3K5vXreejpWSwy90Lo8tUXX3A36U5x02bN+OTzz7NdVmRkJJfOnwcSRzDUR0e1r3XogK2tLSHBwZw8fjzNed597z21ecP2rVu5eeNGjtcrhBBC6FNISAiPnzwBEmtlZeYYWbtmTQwNDYGClcxSFIUz586xbedOYmJiqFSxIuPHjGHKu+8yevhwSpYsyejhw5n89tvYZHMgGVHwtWvXTv1+ahNRr7p9+za+vr44JiVvdc2XfFqLFi2wtLRMMe3hw4c0a9aMAwcOYGxszKRJkziX1JVMYGAg0dHRPHjwgF9//ZXKlStz5coVbhbQ2oz6IsksIXLBzevXObBvHwBt2ralVRqZ9bxkYGBAzdq1GTt+PGPGj6dm0gnEwwcP2LxuHX/9+Sc3rl1Lt3qsEEWR27Fj/L5wIQCmpqasXLsWY2PjbJd34exZYmJiKF2mDNVr1tRLjCYmJnRL6jj2/Jkz+D1/nmoeS0tLPvrsM/X517Nn62XdQgghhL6kaGKYyW43TE1NqZ5Uy/n2nTvExsbmSmxZERsby55//+VYUuuLJg0bMmLwYCwsLDAyMlKTdBqNBiMjo/wMVeQyGxsbmibV5tdV40qboOrXrx81atTA29ubhw8fppovNjaWU6dOAf9f40srOjqagQMH8vTpU6ytrTl06BBLliyhRYsWajJNo9FQpUoVpk6dyr1795g9e7Y6raiSZJYQenbvzh327toFQNPmzWnfuXP+BvSKChUrMnDoUN6ZMoWmLVpgbGyM3/Pn7N21iyW//srZU6eIiorK7zCFyHUhISG8/eab6vP/ff89tTPRf4cuUVFRXDx3DtBfrSyt6jVqUKNWLRRFwXXv3jRrU7797ruULVsWgN07d6qd2QshhBAFQfLO32tnoQ9ZbVPD2NhY7nl46D2urAgNDWX95s3cun0bAwMDenTtSs9u3Yp80kDopk08nTx5Ms2KAdpkVseOHemQNEp2WrWzLly4QHh4eIoytf766y+uXr0KwOLFi9VydDEyMmLOnDn06dMnK5tS6EgySwg98vL0ZNf27SiKQv2GDenWq5deL2j1qUSJEnTv1YvJM2bQoXNnLK2sCAsN5djhwyz+5RcOu7oSFBSU32EKkWs+njEDb29vADp07Mj7U6fmqLyL584RHR1NyVKlqJmDpJgu3Xr1wsTEhKdPnnAtjUSVubk5n3zxhfp8nvSdJYQQogBJMZJhFkb3KygjGj7z8WHV+vX4PH+Oubk5wwcPpmmjRvkWT2Fy/TkM35H4v6jRJp5CQkK4nMb52fGkLiI6dOiQbjJL+5qpqSmtW7dOMW3RokUAVKtWjdGjR2c6NgODop3uKdpbJ0QeevL4Mds3byY+Pp6atWvT+403CmwiKzlzc3PatGvHe9Om0adfP0qWKkVMTAwXzp3jj99+Y9f27Tx7+jS/wxRCr/b+8w+r//oLSOxAfdmqVTk64EdHR3Ph7FlA/7WytGxsbGjXsSMAxw4fVu/eJTd+4kQqVKgAwL5//uFCUv9dQgghRH5LkczKwk2f5MmsG/mUzLrp7s66zZsJCw+nVMmSuIwahXOlSvkSS2G04zaceQJ/38l43sKmbdu2ahcVrzY1vH37Ns+fP6dGjRqULVtWTWal1SRR+1qrVq0wNzdXX/f19cXd3R2A/v37F4rry7wiySwh9OC5ry/bNm4kNjaWylWr8sbAgYUuE25kZESDRo2YOGkSw0aNwrlKFRRF4fatW6xZsYL1q1fjcfeudBYvCr0XL14waeJE9fmChQtxdnbOUZmXzp8nKioKh5IlqZWFu81Z1axlS8o4OhIVFcXRNIZsNjMz47Mvv1SfS99ZQgghCgptMqtEiRI4limT6eXyc0TDhIQEjh4/zp5//yU+Pp7qVasyduRIStjZ5WkcuUVRICI2d/48AuHCU7jwDPbcS1zf7ruJzy88TZyeG+vN60sVS0tLmjdvDqSucaV9rk1iVahQgSpVqvD48WM8PT3V+WJjYzl9+jSQuonhrWTf+caNG+s7/EJNeqQTIocCAgLYvH49UVFRan9UhbmzR41GQ5Vq1ahSrRrPfX05f+YM7jdv8tjbm8fe3tg7ONCiVSvqNWyYo46yhcgPiqIwZdIk/Pz8AOjTty/jkvWblR0xMTGcP3MGgDbt2uVqItvAwICer7/OmhUruHn9Og0aNcKpcuUU84x7801+/O47vL29OejqypnTp2ndpk2uxSSEEEJkJDg4mKfPngGJnb9npXaJU6VKWFtbExoamuLCPrdFRUeze+9eHiR11t2mVSs6vPZakaoZExkHtZfk3foCI2Hwttxdx+33wCKPL1E6duzI6dOnOXnyJHFxceq1oLa2VcekmvWQmNjy9PTk2LFjVKlSBYBz584REREBpE5mBQQEqI/t7e1zczMKncJVdUSIAiY4OJjNa9cSER5OGUdHhowciYmJSX6HpTdlHB3pO2AAk6ZNo1WbNpiamhIYEIDrvn0sXriQE25uaTZ18vXx4f79+/j6+ORD1ELotnnjRnbu2AGAg4MDS5Yty/FJ6eULF4iMjKSEvT11kt09zi3lypenSbNmALju20dcXFyK6SYmJnz+1Vfq87mzZuV6TEIIIUR6UoxkmMV+JTUaDXWTaj17P3pEcHCwXmNLS+DLl6zZsIEHDx9iZGREv9dfp2PbtkUqkSX0R5uACg0N5dKlS+rr//33H0CKDtvT6jdL+9jc3JxWrVqlKDt5qxj5/qVUeKuPCJHPwsLC2LR2LSEhITiULMnw0aMxMzPL77ByhY2NDZ26daNN+/Zcu3KFi2fPEhwczMnjxzlz8iT1GzakRevWOJQsCcCtGzcICwvD/cYNKkp/AqKAePLkCdMmT1afL/7zTxwdHXNUZmxsLOfyqFZWch26dOHunTsEBgRw9tQp2r4yqs3osWP54bvv8HzwgGNHjvDf8eO0z2DkGyGEECK3ZLe/LK16depwNmnE4Fvu7rR5pYNsfXro7c3Of/4hKioKaysrBvfvT9kcni8UVOZGiTWZcsutF2nXxNo+BOqWyp11mudDhuO1117DxMSEmJgY3NzcaNmyJe7u7jx//pxq1apRvnx5dd70klnacpIrmXR9BSlraQmpmSVEtkRGRrJ53TpeBgZia2fH8DFjsLC0zO+wcp2pqSktWrXi3alT6T94MGXLlSM+Pp6rly+zbPFi1q1axdVLl7iT1EnhHXd3fH188Hn2jGAZGVHkI0VReHv8ePVu7ohRoxgwaFCOy71y6RIR4eHY2dlRt379HJeXWWZmZnTt0QOA0ydOEPjKyY2xsTEzk9XI+nrWLOnvTgghRL7JaTIrL/rNUhSFC5cvs3n7dqKioihXtixvjh5dZBNZABpNYpO83PozS0osaesTaf+bGeXeOvOj8pK5uTktW7YE/r9p4av9ZWk5OztTqVIlnjx5wv3794mJidHZXxZA3WQDIFy5ciU3wi+0JJmVJCQkhPnz59OmTRtKlSqFqakpFSpUoFOnTsyZM4cgHRfiz58/58MPP6RmzZqYm5tjb29Pu3btWLFihVw4FFHR0dFs3bCBF35+WFlZMWLMGGxsbPI7rDxlYGBA7bp1GTdxIqNcXKhesyYATx49Yv/evUQmtfmOiIhg1bJlrF6+nCW//pqfIYti7s+lSzly6BAA5cuX55fff89xmbGxsZw9dQqA1u3aYWhomOMys6J23bo4V6lCfHw8B/79N9UxZ/jIkdRI+m2e+O8/jh09mqfxCSGEEFo5rpmV7II+N5JZ8fHx7D94kENHj6IoCvXr1GH0sGFYWVnpfV3FSUlzKGUB9cvAt50T/5eySHy9qNEmok6dOkVcXJyazEreX5ZW8tpZ586dIzIyMkUZyTk6OlInqZnt7t27JceQjCSzSMye1qhRg88++4wzZ84QFBSEhYUFT58+xc3Njblz5+Ll5ZVquUuXLlG3bl1+/vln7t27h5GREaGhoZw8eZK33nqLnj17Eh0dnfcbJHJNXFwcO7Zs4dnTp5iZmzN8zBhKFOOO+DQaDZWcnBg8fDidunbVOZ+BgQF9BwzIw8iE+H/379/n848/Vp//+ddflChRIsflXrtyhfCwMGxsbanfsGGOy8sqjUZDjz59MDQ0xMvTE/ebN1NMNzIy4stkoxlK7SwhhBD5RZvMsre3p3Tp0llePnky68Yrx7ucCg8PZ8PWrVy9cQONRkOXDh14vVevQj2gU0FR1hpOvQl7hsGo+on/T72Z+HpRo01EhYWFceHCBY4fPw6krpmV/LVjx46pNbmsrKzUURFfNTmpmwwPDw/Wr1+f6ZgSEhIyvwGFULFPZp06dYo+ffrw/PlzunbtysmTJ4mOjubly5dERERw8eJFZs6cia2tbYrlgoODef311wkICKBWrVpcuHCB0NBQwsPDWbRoEcbGxhw8eJAZM2bk05YJfYuPj2fntm14P3yIiYkJw0aNolQ2DsZFVavXXuPNt99Oc9q4iROp16BBHkckROLvdsLYseoIMW9PmkS37t1zXG5cXBxnT54EoHXbtnleK0vL3t6eNu3aAXDkwAGioqJSTB88dCi1k+7mnTl9moMHDuR5jEIIIYq3oKAgniUNCpTVkQy1SpQoQYWkfoduurvr7ebMcz8/Vq1fz5OnTzE1MWHogAG0bN5cOtrWI1Oj/2/6p9EkPi+KWrdurfafvGTJEvz8/KhSpQoVK1ZMNW/ymlnaGlxt27bVmUCdMGEC9ZO6s5g8ebLasbwu8fHxfP311+zbty+7m1MoFOtkVkREBGPHjiUyMpJBgwZx4MABXnvtNbUDX3Nzc5o2bcr//vc/Kr8y9PmCBQvw9fXF3Nycf//9l2ZJI0uZmJgwefJk5s6dC8CyZcu4d+9e3m6Y0LuEhAT27trF/aQaeENGjKBcso78RPr8nj/P7xBEMfXzjz9yNqmD9ipVq/L9jz/qpdzrV68SGhqKtbU1DRo10kuZ2dXqtdewd3AgPDyc40eOpJhmaGjIrKTjEUjtLCGEEHkvp00MtbS1s4KDg3ny9GmO47pz7x5rN24kJDQU+xIlGDdqFFWrVMlxuaJ4MjU1pXXSwASbNm0C0q6VBVCtWjXKlSvHs2fP1MRUWk0Mk5e9c+dOypYtS2hoKF27dmXy5MlcuHCB+Ph4dT4vLy+WLFlCrVq1mD17doppRVGxTmatW7cOT09PzM3N+eOPP7I0CtXatWsBGD58eKpEF8CUKVOwsrIiPj6eDRs26C1mkfcUReHAvn2437yJgYEBA4YOpZKzc36HVSBZWFpiaWVFmbJlKV++PMZJo3Ec2r8fn2fP8jk6UdzcuH6duUmdoBsYGPDX2rVY6mGghvj4eM4k1cpq9dpr+d4MwcjIiJ59+gBw+eJFnr1ygt9/4EDqJ9WMvHjhAv8W8bt0QgghChZ9JbPq6qmpoaIonDh9mr/37CE2Lo7KTk6MGzWKkg4O2S5TCPj/hJQ2iZRWf1la2kSXdt70klkAVatW5eLFi3Tp0oXY2FiWLFlCixYtMDExwcHBAVNTUypXrszkyZO5f/8+LVu2pEERbxlTrJNZ2oRUv379Ugx5mZG7d+/y6NEjAHr16pXmPFZWVrRLavpx8ODBHEYq8ouiKBw7dIirly+j0Wh4Y+BAqlWvnt9hFVg2Nja8N20ao11cKFWqFO9OmUL5ihWJiYlh87p1+CZVMRcit0VHR/PmmDHExsYC8OEnn9C6TRu9lH3z2jVCgoOxtLKiYZMmeikzp5wqV1ab8rru3ZuijwQDAwO+ktpZQggh8sntO3fUxzlJZuljRMOYmBj+3rOHE0mjxzVv2pRhgwZhntQ8TIiceDUhpatm1qvTbGxsaJKJc8py5cpx+PBh/vvvPyZPnkyDBg2ws7MjJCQEc3NzGjZsyLvvvoubmxtnz56lShGvaVhsk1nR0dFcvHgRSPwieXp6MmHCBCpUqICpqSmOjo7069eP/fv3p1r2ZrI7AfWS7VRfpZ3m7u6u5+hFXjl94gTnkpoo9Xr9dWonuyMk0mZkZKT2M2BqasqwUaMoX6ECUVFRbF63Tpocijzxv7lzuXH9OgD1GzTgqzlz9FJufHw8p0+cAKBVmzYYGxvrpVx96Ny9O2ZmZjz39eXiuXMppr3Rrx+Nk06Srl65wp5du/IhQiGEEMWRvpsZQvaSWcHBwazdtIm7Hh4YGBjQp0cPunXqlKXWOaL4mjNnDoqipHtDsG3btuo8iqLg5OSkc9533nlHnS84ODhL/a+2a9eORYsWce3aNQICAoiNjSUoKIirV6+ydOnSdJNoRUkR7X4tY15eXsTExADw5MkTGjRoQHh4OCYmJlhYWPD8+XP27NnDnj17ePfdd1m6dKm67LNkzaXKp9NvknZaSEgIYWFhOod2jY6OTjHqYUhICJA47Lu2VoG+xSWVG5dL5eel3NqWyxcu8F/S6BKdunalTv36ufZ5QNH9TIyMjRk4dCjbNm/G99kzNq5dy7BRoyhZqlQ+R5mxovqZFGaZ2Y6zZ86wYP58AIyNjVm2ciUGBgZ6+f3evH5dHfG2XsOGOSpT35+JiYkJ7Tt14uD+/fx37BhVa9TAxsZGnT5z1iwG9+8PwNxZs+jZu7deTuCL03ersMjptpjkIEmb3m+iqLzHebUdybufzkniPDYuLufBJIlLKitOj2Xml6KyLYVhO24lJbNKOjhQwt5e53cyo22pWqUKRkZGxMXFcf3mzSx9t588fcruvXuJiIzEwsKCfq+/ToVy5fT6+9DK6WdScG6TCVGwaZRi2tbg7NmzagdtBgYG2NjYsHTpUgYNGoSxsTGPHz/mk08+YfPmzQAsXLiQadOmAfDtt98yc+ZMIPGkTVd/KcuXL+ftpNHdnj17RtmyZdOcb86cOWqH8clt3LgRCwuLnG2oyJaAgAAeP34MgKOjI46OjvkcUeEXFxfHgwcPiIyMxMjIiGrVqqkjfgihL1FRUcyYMQOfpCato0ePZvDgwXopW1EU7ty5Q3R0NOXKlcvW0OK5TVEU7t+/T3h4OLa2tin6dFQUhU8//VQdlOSjjz6ibdu2+RWqKMD69euX7WV3796tx0iElnwmorAKCwtj9OjRQGKfV998802Oyps6dSqPHj3C0NCQzZs3ZyrRGxAQwJMnT1AUBXNzcypXroxJUr+uBVFOfu/JRUVF8fDhQypXrizn3CLX5cf3rdjWzEren0hCQgJ//PEHw4YNU1+rWLEiGzZs4O7du1y5coX//e9/TJ48OVc6+v3888/54IMP1OchISFUrFiRjt27p7irrk9xsbG4HTpEx27dMCpAzWSyQ9/bcu/OHa5duwZA0xYt6NilS54Mz1scPpPIyEi2bdyI3/PnPH7yhOGjR1PC3j4fI01fcfhMCpuMtmPG1KlqIqtlq1YsWrZMb/tt95s3uXbtGubm5gweOTLHJ8K59Zk08vNj7cqVBAcHU7l6daom6+fPwMSEfkmdxf+zdy9fzZuXpWrtaSku363CJD+3pWvv3jqnFZX3OK+2Q1+X2t3S6YA4q+Li4jh28iSd0hlCvrAoKttS0LfjdFJ3HQBtWrVK9/uYmW1p2aIFjx49Ij4+nkrlyqVoeviqhIQEjv33n3qDukb16vTq3j1HtU8zo6B/JkIUFcX212Vtba0+rlixYopElpaBgQEffvgho0ePxt/fn0uXLtGyZcsUy0ZEROhMOEVERKS5vleZmppiamqa6nVjY+Nc74/FKA/WkVf0sS0P7t9n765dKIpCw8aN6dazZ54kspIryp+JsbExI8aOZeOaNbzw82Prhg2McnEp0AktKNqfSWGV1nYcOniQ5X/8AYCFhQUr167F3NxcL+tLSEjgXFJnsS1at9bLqIha+v5MypUvT4vWrTl3+jRHDh6kSrVqauKtR69etHntNU6fOsXdO3fYuWMHI0aN0st6i/J3q7DKj23JzPqKynuc29uhr5KNc+Fi2sjIKFfKzQ9FZVsK6nZoawMD1KtTJ1MxprctDerVY9v27QDcuXuXxg0bpjlfZFQUu/75h4fe3gC0a9OGtq1b5+l5fUH9TIQoKoptb3fJ+7qqVauWzvlqJ+uk0DtpZ1iuXDn1taevDIGenHaajY2Nzv6yRMHx2Nubv7dsISEhgdp169Lz9dfzPJFVHFhYWDBi7FhKlipFaGgoG9esIejly/wOSxRyL1++5J3x49Xn3/7wA9X1OPLo3du3CfD3x8zMjKYtWuit3NzStkMHbGxtCQkO5tTx4+rrGo2G2fPmqc//N3duge5nRQghROGmr87ftZLXxLqRbFCu5PwDAli9fj0Pvb0xNjJi4Btv0K5NGzmvF6KIKbbJLHt7ezWhld6OLXmXYtr5ko9geFPHTjT5tDp16uQoVpH7fH182LZpE3FxcVStXp2+AwbIyCa5yNLSkhFjx2Lv4EBISAgb164lODg4v8MShdgHU6eqNxC6dOvGO5Mm6a1sRVE49d9/ADRv1SrNmrQFjYmJCd179QLg/NmzKUYR7dipEx2Smnnc9/Bg04YN+RGiEEKIYkDfyaz6ya7DbqUxouF9T0/WbNjAy6AgbG1sGDtyJLVq1MjxeoUQBU+xvlrv3r07ALdv39Y5xObtZDtgbUe6NWvWpFKlSgC4urqmuVx4eDgnkoZv165HFEz+L16wed06oqOjqeTkxIAhQ3Lch4zImJWVFSPHjaOEvT3BQUFsXLNGHclTiKzYuWMHG9evB8DW1pZlf/2l12T0vTt3eOHnh6mpKc1attRbubmtes2a1KhVi4SEBFz37UtxnJv19dfq42++/jpXR2oVQghRfN2+cweAUiVLUkoPI1lXrFABW1tbAG4mS2YpisLZCxfY+vffRMfEULFCBVxGjaJMARysRQihH8U6mfXmm28C8PjxY7Zs2ZJqekJCAj///DOQ2CyxSZMm6rSxY8cCsHnzZry8vFItu3jxYsLCwjA0NGSUnvojEfoX9PIlm9atIzIykrLlyjF4xIgi0Y9HYWFtbc3IceOwK1GCoJcv2bhmDaGhofkdlihEnj9/zuR33lGfL1y0iAoVKuit/OS1spq1bFnoRgPq1rMnJiYmPH38mGtXrqivt23Xji7dugHw0NOTdWvW5FeIQgghiqjAwEB8k2oG66NWFiS2lKmb1Orl8ZMnvHz5kri4OP7Zv5+jSc3qG9Wvz8ghQ/Tav6UQouAp1smsdu3aqUO2T5o0iS1btqh3px8/fsyoUaO4knTy/80336S40//RRx/h6OhIREQEffr04dKlSwDExMSwdOlSvvrqKwDefvttakjV1gIpNDSUTevWERYaSqnSpRk6alShaD5U1NjY2DBy7FhsbW15GRjIprVrCQsLy++wRCGgKAqT3nqLgIAAAPoPHKi3zsy17t+7x3NfX0xMTGjeqpVey84LNra2tEtqUnjs0CHCw8PVabPmzlUffzdvHjExMXkdnhBCiCJM300Mteon6zfr4qVLrN+yhZvu7mg0Grp17kyv7t2llYUQxUCxTmYBrF69mvbt2xMUFMTw4cOxtrbG3t6eSpUqsXnzZgBmzZrFuHHjUixna2vL3r17cXBwwN3dnWbNmqkdvb/33nvExMTQvXt3fvnll/zYLJGBiIgINq9bR9DLl9iVKMHw0aOxsLDI77CKLVs7O0aOG4eNjQ0B/v5sWrs2xUW3EGlZu3o1+/75B4DSpUuz6I8/9Nq5q6IonEyqldW0eXO9jYyY15q1bEkZR0eioqI4euiQ+nqr1q3pkdSv1qNHj1i1cmV+hSiEEKIIyq1kVvJO4FesWcMzHx/MzMwYPngwzZs0kY7ehSgmin0yy9LSkmPHjrF8+XLat2+PpaUlYWFhlC9fnuHDh3Pq1CnmJrt7nVzTpk25desWM2bMoHr16sTGxmJpaUnbtm1Zvnw5+/fvl5o+BVBUVBRb1q/H/8ULrK2tGTF2LFbW1vkdVrFnV6IEI8eNw9raGv8XL9i0di0RERH5HZYooB55e/PhtGnq8yXLl+ulL47kPO/fx/fZM4yNjWnRurVey85LBgYG9OjTB4Cb167h/fChOm12sr6z5n/zDVFRUXkenxBCiKIpL5JZjx49wsHeHpdRo6js5KS3dQghCr5in8yCxBP9iRMncvz4cQICAoiJieHJkyds2rSJNm3apLtsmTJl+Pnnn7l37x6RkZG8fPmSEydOMHHiRBkNrwCKjY1l+6ZN+Pr4YG5hwYixY7Gzs8vvsESSEvb2jBg3DisrK174+bE5qT8zIZJLSEjgnYkT1f7Vxr35Jn3feEOv61AUhZNJfW80adYMi0Le70b5ChVo3KwZAK779hEXFwdA02bNeD3pvXv69Ckrli3LtxiFEEIULcmTWbVr1dJLmYqiEJRswKCQkBDGjRqFfYkSeilfCFF4SLZFFBvx8fH8vXUrjx89wtTUlOGjR+NQsmR+hyVe4eDgwMhx47CwtOS5ry+b162T2iJCdfnSJSZPnsyJpERTpUqVWLBwod7X4+XpybOnTzEyMqJlBjc1CouOXbpgaWlJYEAAZ0+dUl9P3nfWj999JzUihRBC6IU2mVW6VClK6uGcOzo6mu27dnHt5k11RENfX19MTUxyXLYQovCRZJYoFhISEtjz99943r+PsbExQ0eOxLFs2fwOS+jgULIkI8eOxdzCAl8fHzavXy8JLQHA4t9/x8fHR32+fPVqbGxs9LqO5H1lNW7aFEsrK72Wn1/MzMzo0qMHAKdPnCAwMBCAho0aMWDQICDxomDZH3/kW4xCCCGKBn9/f/xevAD008TwZVAQazZuxOPBAwwNDalfrx6QOKCT96NHOS5fCFH4SDJLFHmKorD/n3+44+6OoaEhA4cNo0KlSvkdlshAqdKlGTl2LGbm5vg8fcrWDRuIjo7O77BEPvD29ubypUtcOH+eHVu3qq8PHTECGxsbvL299bq+R97ePHn0CENDQ1q+9ppey85vderVw7lKFeLj4zmwbx+KogDw1Zw5aoe5C77/XkYUFUIIkSO379xRH+c0meX16BGr16/HPyAAK0tLxgwfTptkfVnevHUrR+ULIQonSWaJIk1RFA4fOMD1q1fRaDT0GzSIKlWr5ndYIpNKlynDiDFjMDMz4+mTJ2zbuJGYmJj8DkvksRrOzrRu1oy2LVuqfT0BbN20idbNmlHD2Vmv6zuV1ISxYZMmWBexwSE0Gg09evfG0NAQL09PbiddANStV48hw4YB8OLFC/5YvDg/wxRCCFHI6avz90tXrrBp2zYio6IoW6YMb44eTbmyZalXp446jySzhCieJJklirQTbm5cPHcOgD79+lFTjyOpiLzhWLYsw8eMwdTUlMePHrFt0yZiY2PzOyyRh1avX4+RkVGa04yMjFi9fr3e1vXY2xtvLy8MDAxoXcRqZWnZOzjQpl07AA4fOKA24Z05e7Y6cMlPP/xASLIOdoUQQoisyGkyKz4+nv2HDnHgyBEURaFu7dqMHj5cvcmUfERDSWYJUTxJMksUWedOn+ZUUr833Xv1on7DhvkckciusuXKMWz0aExMTHjk5cV2SWgVKyNGjWLC22+nOe3kuXOMGDVKb+vS9pXVsHFjbJI6ly2KWr32GvYODoSHhXH8yBEAatWqxfCRIwEIDAxk8W+/5WeIQgghCrHsJLN8nz/n/v37eD16xKZt27hy7RoAndq1443evTE2NlbnrVmjhvr8xs2beoxciILLxcUFjUaDi4tLfodSIOg9mXX//n1++uknJk+ezPvvv89PP/3EvXv39L0akUO+Pj7cv38f32QdKRclVy9d4uihQwB06NyZpi1a5HNEIqfKV6igJrS8Hj5kx5YtKZqciaIrICCA9WvWpHhNW4NIn548foyXpycGBga0attW7+UXJEZGRvTs0weAyxcv8uzpUwC+mDULQ0NDABb+9BNBQUH5FaIQQohCTJvMcixTBnt7+0wtc+v2bcLCwti9dy+PnjzBxMSEIQMG0LplS7VfRy1jY2Nq1awJwD0PD+lXVeS6iIgI9u/fz//+9z8GDhyIk5MTGo0GjUbDnDlzMl1OfHw8JUuWRKPRcP/+/dwLuBjQ69XAZ599Rq1atfjkk09YunQpS5Ys4ZNPPqFOnTp88skn+lyVyKFbN24QFhaG+40b+R2K3rnfvMn+vXuBxNoHrYv4RWlxUqFiRYaOHImxsTEPHzzg761bJaFVDPzw3XeEh4cDiSNdTpo0iUaNG1PG0ZFSpUvrbT3ampz1GzbEzs5Ob+UWVE6VK1OvQQMAXPfuJSEhgerVqzN67FgAgoKC+H3hwnyMUIiCqajfEBQip168eMELf38Aateqle68wcHB+Pj64vv8OTfd3QGIiYnBysqK3t27U7pkSZ3LapsaxsfHc0cqT4hcdv78eXr37s1XX33Fzp07eZTNUTRPnjxJQEAAdevWpVq1anqOsnjRWzLr999/54cffsDe3p5p06axePFiFixYwMCBAzEwMOCnn37iN2mykK+Cg4LwefYMXx8f7iYdLO64u+Pr44PPs2cEF4E78B737vHPzp0ANG7WjI5duqS6kyMKt4pOTgwZMQIjIyMeeHiwa/t24uPj8zsskUsePXrE0kWLADA1NeX0+fP06NGD46dP4+HlRYUKFfSyHp9nz/C8fx+NRlOsEuCdu3fHzMyM576+XDx/HoDPv/pK7aPst19+ITAwMD9DFKLAKco3BIXQh6w0MVy8fDmr1q/nr3XrUgzyExYWxq69e1m8fLnOZZP3myVNDUVeKFGiBF26dOHjjz9m06ZNODo6ZrmM3bt3A9CvXz99h1fspN2jbjYsWbKE8uXLc+nSJUq/cqd8x44dDBkyhKVLlzJ16lR9rVJk0ZJff031WkREBKuWLVOf93z9dUxNTRP/zMzUxyZJ/wtiYkh7h7TkpUscO3yYhIQE6tavT4/evQtkvCLnnCpXZvCIEWzbuBGPu3fZvWMH/QYNUptHiaLjm7lz1aYD70+bRvkKFbh9/ToajQYTExO9rUdbK6tugwaUyGRziKLA0tKSjl274rp3LyeOHaNWnTpUrlyZcePHs3LZMkJCQlj40098/c03+R2qEPkqOCiIiIgINBpNihuCDZs0QVEULCwssC0GNTqFyIysJLPe6N2bva6uJCQkpJpmYGDA6z176ly2fr166mPpBF7ktnbt2qW6wffZZ59luRxJZulPppNZCxcuZNq0aTqTAw8fPmTkyJGpElkAgwYNwtzcnIcPH2Y/UpFjfQcMYN/u3WkeLLRck5rn6WJiYqImurQJrhR/Sa+baRNgyRJi2qSYsbGxXpNM2jukRw8dSmwmU7Mmffr1k0RWEVe5ShUGDR/Ojs2buXv7Nv/s3MkbSTVBRdFw292dtatXA2BnZ8fH2ThhyAxfHx887t5Fo9HQphjVytJq1KQJN65e5emTJxx2dWXg0KF8NnMm61avJiYmhkW//sqU6dMpVapUfocqRL7JzA3Bz2fPzsuQhCiwspLMqlenDna2tqzdtCnVNJdRo3AsU0b3sslqZt2SZJbIZfq4aX7jxg08PT0pV64czZs3V1+fM2cOc+fOpUOHDri5ubFjxw7+/PNPrl69ir+/P7NmzUqzX67t27ezaNEirl+/TlRUFDVq1ODNN99kypQp6V4Tubm5sXjxYk6fPo2/vz/W1tY0bNiQ0aNH83/s3XdcVfUbwPHPuZe9RAQHguIEESc4yr33yKw0c5tpalppamU52z/N1IajzLRsmHtvcStupoIoIijIls09vz+43EBB4XIvl/F9v168vPOc53jXOc95vs931KhRZaZAoNDJrPfee49NmzaxevVqWrRo8dT9Dg4OXLlyBZVK9dR/nJ+fHykpKTg6OhY/YkFrHk2bYu/gkGfHK4ebuztKIyPS09JIS00lLS3tv7/UVE0CLD09nfT0dBITE7WOQ5Kk/Cu/zMwwNTHJtyLsyaRYqjpGSZLwV5cVq1Qqajg60rZdO5ISE8UZ0gqgXv36DHn1Vbb8+Sf+vr5ICgUDBg8WCa1y4tOPP9Z898ycPZvKlSvrZRbL097eADTy8KDKM3pzlFeSJNG7f39+/uknAv39uRkURIOGDRn35pv8uGoVjx8/ZunXX/P5V18ZOlRBMAhZlmnbrh1nT53K936FQkE/cYZdEDT8AwI0lwszk2GYehKSoqrp6IitrS1xcXFimGEpd//+fQ4ePEiPHj0qdE4gpypr4MCBBRZevP/++yxduhRJkrC1tS3wuGbq1KmsWrUKhUKBjY0NKSkpXL16lRkzZnDp0iV+fWLypBzvvfcey5YtA7L3AStVqkRcXBxHjhzhyJEjbNy4kW3btmFtba2DLdavQiez5s2bx5dffkmbNm145513WLhwIRYWFpr7hw4dyvLly+nXrx/Tpk2jXr16pKSkcP78eT777DMkSeLll1/Wy0YIxfdC+/ZUr1Ej3/tkWSYrK0uT2MpJcqWnpZGampqdAMt9m/rfJx+blpaGLMvIskxqaiqpqak6346I+/f57eefAXGGtKKo37AhL73yClv//hu/69ezDyoGDhQJrTLu3NmzbFf3v6tRowZT9DRE/eGDBwSqzyC369BBL+soC6pWq0brF17g3OnTHNyzh9ouLnwwdy6/rF1LWloaP6xcyYz336faM86QC0J5I8syt27e5PSJE5oZP/MzesKEAvehBKEiyqnMqlG9OpUrV37u4++oG2lbWlhQ2c6OzIwMEhMT8xxr5keSJJo0boz3qVPcj4ggJiam0DMnCiXr6tWrhIaGcvXqVZHMouAhhj4+Phw/fpwPPviAmTNn4uDgQFpaGpGRkXket2PHjuyTjUuXMn78eGxsbHj06BFz5sxh7dq1bNiwgdGjR9O1a9c8z1u5cqUmkTVx4kQWLFhA9erVefz4MWvWrGHWrFkcOXKEN998k82bN+vhf0C3Cp3MWrBgAcOHD+ett95i6dKlbNmyhVWrVtG3b18AFi1axLlz59i/fz8HDhzI81xZlvHy8mLx4sW6jV4oMgtLSyytrLCytsZYqSQjK4ukxEQsLC0LfI4kSRgZGWFkZITlMx73PLIsk5GRkW9S7MlqsPQnKsNy3567OWR+xBnSiqehmxuDXn6Zbf/8w42rV1FIEn2fccZDKN1kWebjXEMKP/r00+fu0GpLU5XVuDH2FXwYXftOnfD39SU+Pp5TJ07QpXt33pw0iZXLl5OSksLXX3zBN+odIEEoz2RZJigggFMnTvBAfQBhZGREAzc3TTW4IAj5e/jwIdGPHgGFq8pKTUvjTlgYAC8PHsw1Pz+6d+qEQn388Twe6mQWZPfN6liBT0xpI+f4TB/i4+M1vQZvqL87b9y4QePGjf/rNVipks7Xq+uWNroSHh6Oj48P1tbWdOnSJd/HJCUl8d577/Hll19qbjM1NaV27dp5HhcbG8svv/zCmDFjNLdVqVKFNWvWcPnyZXx8fPjjjz/yJLNSUlL4VF3sMXz4cH766SfNfZaWlsyYMQOlUsk777zDn3/+ycyZM/Hy8tLFputNkRrAu7m5cfz4cdatW8fs2bMZMGCApiKrevXqeHt78/PPP7Nt2zZCQkIAqFOnDoMGDWLcuHEYGxvrZSOEwrOxseHt6dNRqVQc3ruXbn36oFAoCvVjUVw5DZtNTEyKVbaoUqlIT0/nXlgYf//++1P3izOkFZObuzsDhwxhx7//cu3KFZRKJb369SuVP2bCsx3Yv58Tx48DUL9BA8aMG6eX9URHReGv7rHxotj5xcTEhJ59+vDP5s2cP3MGj6ZNmTVnDutWryYlJYXVP/zAe7NmVegzqkL5plKpCPDz47S3N1EPHwLZB0UtW7WizQsvkKVScTc0tEgnBAWhoilKvyyAoJs3ycrKooqdHVXVJ5WkQiay4OkZDUUyq2gyMjL4/PPPS2x9ycnJ/PLLL3pdx9y5c3U6SZCu7NixA1mW6d27N6ampvk+RqFQMHv27Ocuy9nZmVGjRuV738CBA/Hx8eHatWt5bj948KCmgX1+/bcA3n77bT7//HMiIiL4448/ylcyK8f48eMZOHAgM2bM4I8//uDAgQN88cUXvPXWW7z55pu8+eabuo5T0CEjIyNNBr4oPxalhUKhwMzMDCsrK0OHIpQy7h4eqFQqdm7dymUfHySFgp59+oiEVhmiUqnyVGUtWLxYbydCcqqyGrq5UVUMnwOggasrDd3cCAoIYN+uXbwxdiyTpkxh2TffkJaWxleff863K1YYOkyhjLrk48O8efOwq1aNNm3bGjocDZVKhe/165z29iZGXVFiamqKZ+vWtGrbNk9lqKFOCApCWZE7mdXIze25j/dVP75xo0Za7a+JGQ2FsmLbtm3As2cxrF+/fr4T6j2pVatWBbZUyTnp+OTMixcvXgSyE2ENGzbM97lKpZKuXbuyadMmzeNLM61/fR0cHNi0aROjR49m8uTJvP322/z222+sXr0ad3d3XcYoCPnSZsikUP55NG2KSqVi9/btXLpwAaVCQbdevURCq4z4+88/uXb1KgAtPT0ZMnSoXtbz6NEj/NQl7+06dtTLOsqqHr17czs4mHthYVy9fJn3P/iA1T/8wOPHj1m3ejXvzZpFrVq1DB2mUAb9vnEj169f549Nm0pFMisrK4vrV69y5uRJ4mJjATAzM6NV27Z4tWmDmZnZU88p6ycEBUHfilKZlfT4MaHqflmNC1HFlZ/GuY47b/j5abWMiszY2Ji5c+fqbfmRkZH5VmKNHTuW6tWr62WdpXE0WEJCAseOHcPIyIh+/foV+LjCJLKAZ45yyvldenL46EN1xXHNmjWfuWwnJ6c8jy/Niv0L3LNnT3x9fZk/fz5Lly6lZcuWzJo1i48//rjA8jlB0AVDDpkUSremzZsjq1Ts2bmTC+fOoVAo6NKjh0holXLp6el8+vHHmuuLPv9cb438z3h7I8sy9Rs2FMOSn2BTqRIdu3Th8IEDHD14kLemTmXKO+/w1eefk56ezpeffcaqH380dJhCGXHnzh0eRUcDsGnDBgD++fNPRo8diyzLVLG3f6oXiL5lZmZy9fJlzp46RUJ8PAAWFha0fuEFWrZqJfZfBaEYipLM8g8MRJZlHGvUoLKtLRmZmUVen7W1NS61axN65w6+fn6oVCoxCVAR5LSB0ZeCEkvGxsalciigvuzdu5f09HS6deuGra1tgY9TKpV6j6Wwx0Nl4bhJq096WloaERERpKWlAdlnsb744gt8fHxo0aIFS5YsoWnTphw5ckSnwQrCk4yMjDQfNHGGVMitWcuW9Faf+Th35gzHjxxBlmUDRyU8y89r13Jb3W+xS7dudO/RQy/riY2J4Ya6j4CoysqfV5s2VK1WjdTUVA4fPMiM99/XnAVcv24doaGhhg1QKDMaurjwgpcXL3h5kZiYCEBUVBRtPT15wcuLhi4uJRZLRkYG58+c4YflyzmwZw8J8fFYWVnRrWdPJk+fzgvt24tEliAUgyzL+AUEAOBYo8YzD9oh7xDD4vBQDzVMSkoi9M6dYi1L0C1LS0usrKxwdHSkX79+ODo6YmVlVaxJxcqi581iWBJyqr7C1BMuFOTevXtA9ki80q5IyaxLly7RtWtXrK2tcXJywtramq5du2rGUzZp0oTTp0+zcuVKHjx4QI8ePRgzZgyP1P0HBEEQSlILLy969ukDwJmTJ/E+dsywAQkFSkpK4rOFCzXXF+uxGemZkyeRZZm69evj+JxS64pKoVDQu39/AG5cvUpSQgLTZswAsqtaPl+0yIDR6UdOP6dLPj6GDqVcWb9xY4EnmoyMjFi/caPeY0hLS+PMyZN8/+23HD5wgKSkJGxsbOjZpw+Tp0+n9QsvVKgKAUHQl4cPH2r69DyvKis2Lo77ERFIkkQjV9dirdcj91BD0TerVLGxsWH69OlMmDABLy8vJkyYwPTp07GxsTF0aCUmIyODPXv2ANnN2Q0lp5n7vXv3CAoKyvcxWVlZHD16FMjuy1XaFTqZdeXKFTp27MixY8dQqVQ4ODigUqk4duwYnTp14tKlS0B2dczbb7+Nv78/L730Ehs2bMDNzY0N6tJyoXQQO+1CReHZujXdevUC4NSJE5w6ccLAEQn5Wbl8OQ8ePABgyNCheOnpBzQ+Lo7r6p5coirr2Wo6OdHC0xOAfbt3M+WddzRTaP/266/cunXLkOHpXO5+ToLuDB8xgpPnzuV7n729PVXs7fW27tTUVE4eP873y5dz7PBhkpOTsbW1pU///kx65x08W7cWFd2CoENFGWKYU8HlUqsWVsWs0sk9o6FIZpU+FX0kzbFjx4iPj6dFixYlPqw+tx49elClShWg4NkMf/rpJ+7fvw/A8OHDSyo0rRU6mTVv3jySk5MZNmwYjx49IjIykpiYGIYPH05KSgqffPJJnsfXqFGDf/75h+3bt2NhYcHYsWPp3r27zjdA0I7YaRcqktZt29JF/f1z4uhRzpw8aeCIhNwePXrE/776CsjuFTB/8WK9revMyZOoVCpc6tbFydlZb+spLzp3746FpSUxjx4R6OfHjPffB7LP3OWupCuLUlJSOHL4MCu/+46P587l159/BmDz779z+dIlLvn4cEcMV9Ep6Yk+NpGRkQzo3Ztxo0bptIo/OTmZ40eO8P233+J97BipKSnYValCv0GDmDh1Ks09PUukL4kgVDSFTWbJsqxp1u5eiBkPnyd3Muu6enIXQdCH2NhYoqOjNX8qlQrI/t3JfXtSUpLmOaVhiCGAubm5Jon1xx9/MGnSJM2J5OTkZFasWMEMdRX+a6+9hqf6hGZpVui06MmTJzEyMmLt2rWaKYptbGxYs2YNf/31FycLODgcMGAAXbt25eOPP2bVqlW6iVrQSk4TVkmS+POPPwD4848/DNqEVRBKStt27VCpVBw/coRjhw+jUCho8+KLhg5LAL787DMSEhIAGD1uHK7FHG5QkIT4eK5evgxAe1GVVShmZmZ079WLHf/+y6kTJxgxciQrvv2WmJgY/ti0iQ8+/JB69eoZOsx8paenExYWRujt29wJDSX09u08lyMjI/N9XmxMDG1z7cCliV57xeZQtSrVqlenZs2atGndmhPe3gQFBZGRng7Apt9+48C+fSxbsYKhr76qddPZx48fc/70aS5dvEi6etn2Dg6069gRN3d30RRaEPSssMmsh1FRPIqJQalU4tqwYbHX27BBA0xMTEhPTxeVWYJetWjRIt8TXV9//TVff/215vro0aNZv349ADt27AAMn8wCmDp1KiEhISxbtoyffvqJ1atXY2trS2JiIpnqCRi6dOnCmjVrDBxp4RQ6mZWWloaxsTHm5uZ5bjc3N8fY2Fiz05AfS0tLli1bxqhRo7SPVCi2/Jqsxjx6JHbahQrjxQ4dUKlUeB87xpGDB1EoFLQqBdPDV2R3797lR/WJDjMzMz7+9FO9revsqVOoVCpqubjgLBL3hebu4cG1K1cIDQnhzMmTvDtzJvM+/BCVSsVnCxey7tdfDRJXVlYW9+7d0ySnnkxYhYeHa86YasPIyIi16h1RoXicnJy4GRqKJEkc3ruXr779FpVKxe8bNzJn5kzi4+OJiorijWHD+GPTJr77/nvN1OCFkZiYyLlTp7js46PZGa9WvTrtOnakoZtbmZiRSRDKg9zJrEbPqLjKafxev25dzHQw6YKRkRGN3Ny4eu0aN2/dIjU1FTMzs2IvVxCK69KlS4SFhVGrVi2aN29u6HAAWLp0KQMGDGDVqlWcOnWKR48eYW1tTfPmzRk5ciSjRo0qM9XLhU5mubu7c/nyZX766ScmTZqkuf3HH38kNTWVli1bPncZLVq00C5KQSfWb9zIhDFjNDt6uYmddqGiaN+pE1lZWZz29ubQ/v0olEo8y0CDw/Jq8fz5mplxp7zzDjX11JA9MTGRK+rejqIqq2gkSaJX376s/eEHbgcH06NPH75zcCAqKoq/Nm/mvVmz9LJelUpFZGTkU0mq2+p/w+7ezff3rDCqV6+OS506uNSpg6mZmWaIYW4nz52jRSH2bYTCMTU1JSMjA8h+T5mZmTFuwgT69OvHjKlT2fbvvwDs3rmTE8eOseTLL3nzrbeeWU0VHxfHmVOnuHb5MllZWQDUqFmTdh07Ur9BA5HEEoQSlHsmw5qOjpoei896XHFnMczNo3Fjrl67hkqlwj8ggBalJHEglC9Fnc1527ZtwPOrsubPn19gH6vc1q9fr6n4KsiYMWMYM2bMMx/TpUsXunTp8tz1lXaFTmbNnDmT119/nSlTpvDLL79Qr149goODuXjxIpIk8b66j4ZQeg0fMQK3Ro3yVGLlEDvtQkXSsUsXVCoVZ0+d4sCePSgUCk2ja6Hk+Pv58Zu6qsfW1pZZc+bobV3nTp0iKysLp1q1qJVPlarwbHZVqvBihw54HzvGaW9vpr/3Hh/PnYssy3zw/vvEREdjV60abYpQ6SjLMtHR0Xmqqm7nunz3zh1NorOo7O3tqe3igkudOpp/cy7Xrl07T5X55UuX+PXnn5EkCVlUJ5e4GjVq8OeWLWzdsoUZU6cSGRlJYmIi77z9Nn/98Qffr1nz1NDj2JgYzpw8yfWrVzXVd061atGuY0fq1K0rkliCYACRDx4QGxsLPHuIYVh4OAmJiZiamFCvTh2drb+Jh4fm8nVfX5HMEkqFnH5ZgwcPNmwg5VShk1nDhg3jwYMHzJs3jwsXLnDhwgUgewjhwoULy0S3e+E/T+60F2cohiCUNZIk0blbN1QqFefPnGHfrl0oFAqaierREvXJRx9pvntmzp5N5cqV9bKex0lJXFbP3Nq+Y0dxoKultu3a4Xv9OjGPHtG4SROqVavGgwcPOK6ewvmPTZueSmbFxcVpqqpCnxgOeCc0lMePH2sVS6VKlfIkqnL+rVOnDrVq18ba2rrQy8rdzyn41i3i4+MBUFaw2ZYM7aWXX6Zz167MnTWLX9atA+CktzetmjXjo08+4b1Zs0iIj+e0tze+169r9mFq16lD+44dRZJaEAyssP2ych7n2qABxsbGOlt/7ibwvqJvllAKpKenM2TIEIYMGUJHMSpAL4q0pzZ9+nTGjRvHmTNniI6OpkqVKrz44otF2mkUDCv3TntkRIRm6k1/f388vbwMHJ0glBxJkujaowcqlYqL586xZ8cOFAoFTZo1M3RoFcK5s2fZoS69rlGjBlPeeUd/6zpzhszMTBydnHCpW1dv6ynvjIyM6NWvH39s2MApb28GDBrE2tWrNff/tn49sTEx3L9/n6iHD7kfHq5JDBWVhYXFU1VVLrkSV7pMfObu5zRq2DC2bt0KwJVLl2jatKnO1iM8X+XKlflx7Vpee/11Jr/5JrdDQkhLS+OTjz5i3erV9OzZUzMUuW79+rTr2FHMSioIpYR/IZJZWVlZ+AcFAbodYghiRkOh9DExMeFTPfaCFYqYzAKwtramZ8+e+ohFKAG5d9o/mz+fzz//HIA/Nm7kjZEjDRydIJQsSZLo3qsXqqwsLl28yO7t21EoFDRu0sTQoZVrsizzca4hhR99+qlmllxdS378mEvqSuJ2oiqr2Fzq1KFx06a8MmTIU/clJSWx+fffC7UcExOTPFVVdXINA3SpUwd7e/sSfa1y+jm1adNGk8zauX07o57Tc0LQjy5du3Lp+nVmv/8+a376CVmWuXPnDmvXrqVvv3588+231C2ls2gKQkVVmMqs23fukJKSgoWFBbVr1dLp+mtUr04VOzsexcSIGQ0FoYIQNfQVUM5Ou5eXFy516hB6+zaHDhzA38+PRu7uhg5PEEqUJEn07NsXlUrFlUuX2Ll1KwqFgka5zvAJunVg/35OHD8OQP0GDRgzbpze1nX+7FkyMjKoXqMG9erX19t6KpJuPXrw2muv8ffffxc4RF2SpDxD/54cDli9evVnNvY2lAYNGlC1WjUePnjAwf37SU5O1luiVZ8iIyK4desWHhEROOv4gLEkhN+7x6kTJ3CsXp0JEyawY8cOHjx4gCzL7N61Cz8/P35Ys4YuXbsaOtQKJ/LBA27dukWTRo1w1tOEHULZlNPUHQqeyTBnFkN3V1ed/wZIkoRH48Yc9/Ym8sEDoqOjsbe31+k6BEEoXUrfnqRQYpRKJZOnTNFcX/nddwaMRhAMR5IkevfvT9PmzZFlme1bthDo7685IIyMiDB0iOWGSqXKU5W1cMkSnfbMyC0lJQWf8+eB7FksRVWWblhaWfHurFlMmDAh3/u37tpFUno6gSEh7D98mB/XrmXuxx8zfMQIXmzXDkdHx1KZyILs38W+/foB2e+fw4cOGTgi7fhev05SUhJ+168bOpQiuXvnDn/89hsb1q0j+ObN7JMNvXtz7tIlFn32GaampgDcDgmhd7duTJowQdNwWigZvv7+JCUlaZISggDqGQrV7wlnJydsbGyeekx6ejpBt24Buh9imCP3UENRnSUI5V/p3JsUSswbo0djZWUFwKYNG4iJiTFwRIJgGJIk0WfAADyaNkWWZbb98w+nvb3L5AFhafbX5s1cu3oVgJaenrz08st6W9eFs2dJT0+narVq1G/YUG/rqYiat2xJ1WrVADRJwpx/a9SogVEZbp7ef+BAzeWd6r5uZUF8XBwR9+8TGRGBv7pfTICfH5EREUTcv098XJxhAyyALMvcDglh4/r1bFq/ntCQEBQKBU2bN2filCkMHDKEGo6OfDB3LheuXqV9hw6a5/6ybh3N3d3ZumWLAbeg/IuPjyciMpLIBw8ICAwEICAwkMgHD4iIjNS6N55QfkRERhKn/o4paIjhzZAQMjIysK1UCccaNfQSR54ZDUXfLEEo98ru3qagE5UqVWLU2LF8v2IFKSkp/LxmDTNnzzZ0WIJgEAqFgvadOvH48WNuBwcToj6DGODnR7OWLZFlGQsLCyrZ2ho20DIqPT2d+fPmaa4v/uILvVXopKamcvHcOUBUZelDQnw87Tt2xMrKChsbG1q2bMmVK1dIS0tDVqmIj4srs5+Tzl27YmlpyePHj9m9cydZWVkolUpDh/Vc3y9f/tRtycnJ/JKrSf9cAzeizT380cnZmeBbtzh14gT3790DsivjmjZvTtv27bHN5/3j6urKwWPHWLt6NR9+8AGJiYlERkYybOhQBr30EstXraKGng6SK7JVa9Y8dVtySgo///ab5vqHM2eWZEhCKZO7X1ZBQwxzHuPeqJHefpPzVGb5+ellHYIglB4imSXw9rRp/LByJbIs8+OqVcx4//0yfVZdEIrjxxUrnrqttB0QllXr1qzhdkgIAF26daNb9+56W9fFc+dIS0vDoWpVGhawYy1oLydxMmPGDJRKJZIk4enpSVZWFvt37wbK7ufEzMyMnr17s3XLFqKjozlz+nSeaqDSJjU1lWuXL2NhYUFycnK+j1EoFPQbNKiEI3tazvDH0ydOkJycrBnCbWRkRPOWLWnTrl2+w5NyUygUTJw0ib79+/PO22+ze+dOALZv3cqxI0f44ptvGDt+vEhg69DAvn3ZtW9fvj3yFAoF/Xv3NkBUQmnyvObvKSkpBN++DUDjZ/wm34hWsiLyRWpEK2lRvehx5F63GGYoCOWfGGaYjy+++AJJkjR/z/LgwQPef/99XF1dMTc3x87Ojg4dOrB27VpkWS6hiIunQYMG9FH3CAkLC2O7eiYnQaiIBrz00jOrhTyaNiUtLa0EIyofkpKS+HzRIs31xeqZVPUhLS2NC2fPAvBihw7ioFYPcj4nRkZGeYYZ5pwI8WzdmqysLEOGWCwDciV+dm7fbsBIChb18CH7du1i5dKlHD5wgOTk5AL7z42eMAGPpk1LOMJsOcMf74eH43vtGgAhwcFERkRokliTp0+nR58+z01k5ebk5MSW7dvZuHkzDg4O2euKj2fym2/Su1s3bqkra4Xi83B3Z8yIEfne19rTEw8xeVCF97xkVsDNm6hUKqo6OODwjKbs24ONuZnqwI5g7XppWllZUa9uXQB8/fwKnKREEITyQSSznhAYGMiCBQsK9VgfHx8aN27M0qVLCQoKwsjIiMTERE6ePMmbb75J7969y8xB77QZMzSXV3z7rcHiEARD82jalNEFNLYGuHHtGiuXLuXA3r08evSoBCMr21Z8+y0PHjwAYMjQoXi1aqW3dfmcP09qaipV7O1xEwdZevG8z4nP+fOsXLaMY4cOlckG3X369dMMLdyxbVupOTmlUqkI9Pfn919/Ze0PP3DZx4eMjAwcqlald79+vPbGG4YO8SnfL1/O+jVr+HXtWtLT0/Pcl5mZyZVLlzS9O4tKkiReee01rvr788aoUZrbjx09imeTJvzv66/JzMwsVvzCs529cIG9Bw+W6eS1UHz+z5nJMGfCgPyqssITJW5EK7gepWDbrewk1u7bxtyIVnAjWkF4YtFOSDVW/+4nJycToq4GEwShfBLJrFxUKhXjx48nNTWVF1544ZmPjY+Pp3///jx69Ag3NzcuXLhAYmIijx8/ZuXKlRgbG3PgwAHefffdEoq+eLp07UpjddPEM6dPc/HCBQNHJAilT9sXX6SKvT3p6en4nD/P6pUr2bxxI7eCgkrNwW5pFB0dzdKvvwaye+LMX7xYb+tKT0/n/JkzQHZVVmmdNa88a9qiBVZWViQ/fsyZU6f48bvv2LxxI4H+/mXmgNfOzo4OHTsC2VVE/gbuvZKcnMyZkyf54bvv+Pevv7gTGookSbg2asTro0czftIkWnh5UcnWFksrK6rVqIGTkxPVatTA0soKC0tLg8X+rGpXhULBgJdeKvY6qlSpwrpff2Xnvn3Url0byB5++eEHH9ChbVuuXrlS7HVUdBYWFlhaWFC9WrXs91a1apioKwEvX73KH//8Q3JKioGjFAwh90yGtZydsba2znN/QmIid8PCAHDPJ5nV6U8LBm8z56Xt5iRlZH9XxKRKDN5mzuBt5nT606JI8YgZDQWh4hCNkXJZsWIFp06dYsSIEdSvX58z6gOi/HzzzTdERkZibm7Onj17qFOnDgAmJiZMmTKFhIQEPvzwQ1avXs2MGTNoWMpn0pIkianTpzP5zTcBWLl8Oes3bjRwVIJgGBaWllhaWWFlbY2xUklGVhZJiYl4tmlD5+7dCQ0J4eL589wKCuJ2cDC3g4OxrVwZz1ataNqiBWZmZobehFLlq88/JyEhAYDR48bh6uqqt3VdunCBlJQUKtvZ4Z5rViNB9wr6nHTo3Jne/fpxKyiIyz4+ms/I7eBgLK2saNaiBc1atsy3wXdp0n/QII4dPQpkDzV0z3WAVFIiIyLwOX8evxs3NBVG5ubmNG/ZkhatWlGpUqU8j7exseHt6dNRqVQc3ruXbn36aIaDGopH06bYOzjk6TuYY/SECVTXYcP2nr16cenGDebPm8fK5cuRZZlLPj684OXF+x98wEeffCK+n7VkY23NlIkTUckyh44fp3unTigkidt37rB91y7uhoWxfuNGXnnppWcOIxPKn/sREZoZLfMbYphTteVUs+ZT31kA/+ucyuzjpmTKuSuwsi8bSTJfdiraKJfcyazrN24wONcMtYIglC86O2WdmppKREQEd+/efeZfaXX79m0++ugjqlSpwrJly577+A0bNgAwbNgwTSIrt2nTpmFlZUVWVhabNm3Sebz6MHzECKpUqQLAP3/9xf379w0ckSAYRs4B4RtjxmBvb88bY8bw9vTp2NjYIEkSderV45Xhw5n0zju0btsWU1NT4mJjOXzgACuXLmXf7t1ER0UZejNKhbt37/LjqlVAdmPtj/XYFDwjI4NzoiqrxDzrc6JUKnFt1Ihhb7zB5Hfe4YX27bNnCExK4rS3Nz8sX86fmzYRFBBQanua5O6btWPbthJbb1ZWFn43bvDbzz/zy+rVXLtyhczMTKrXqEG/QYOY8u67dO7ePd+DQqDAPmYVhZWVFd8sW8aJM2c0CcisrCy++vxzvJo1w/vECQNHWHbl995qUK8eo0eMwLZSJeLi4/n199+5GRxs4EiFkvS8flm+6mRW43zuAxhUP4t/BqXme98/g1IZVL9oFb1Ncp3IEpVZglC+FWtPPzk5mfnz5+Pq6oqlpSVOTk7UqVOnwL+66oZ8pdGbb77J48ePWbp0qaaRaEECAwM1ibk+ffrk+xgrKys6qGc/OnDggG6D1RNzc3PGT5wIZB8Urv7hBwNHJAiGU5gDwsqVK9OtVy+mvvcevfv1w97BgYyMDC5fvMia77/njw0bSvXBeklYPH++pnfglHfeoWbNmnpb12UfH5IfP8a2cmUaN2mit/UI/ynM58S2cmU6d+vGlHff5aVXXsFFvS8QcusWW/78k1XffsuJo0c1Z/ZLCxcXF5o2awbAxQsXCA8P1+v6kpKSOHn8ON9/+y3bt2zhXlgYCoWCRh4ejBw3jjFvvknT5s0LbPJemuVU8ZXk8MfWbdpw7tIlPlmwQPN/djMoiO6dOjF18uRS934ryxzs7RkzYgS1nJ1JT0/n761bOXP+vBh+X0E8K5n1KCaGyAcPsr/LijBKRUL79079evU0FZg3DDxEXBAE/dL6dF1cXBwdO3bE19e30D9WpfVHbc2aNRw+fJju3bszKlcD0YLcuHFDc9njGcNYPDw82Lt3L35l6Iv0rbffZqm6Yeran35izkcfiZJ8QXgOExMTWnh50dzTkzuhoficP8/NwEBCb98m9PZtKtnaaoYgmpubGzrcEuPv58dvv/4KgK2tLbPmzNHbujIyMjh76hQAL7Rvr2neLZQeSqUSN3d33NzdiYmJ4aqPD9euXCEpMZFTJ05w2tubuvXr08LTk3oNGpSKyrqBgwdz7epVAHbt2MFbkyfrfB3h9+7hc/48/r6+msS3paUlLby8aOHpidUT/WfKIkMNfzQxMeGjTz5hyNChTJowgbPqys01P/7Inp07Wf799wwQQ5B0wsLCguFDh3LgyBEuX73K0RMniIqOpm/PnhWuOrCiyZ3MerL5e07j9zq1a2NhUXDvK1tTGZDJGV5YzUImU5apYl70Y0elUkkjNzcuX7nCrVu3SE5Ofua6BUEou7T+dVm0aBE3btzA2NiYadOmMWjQIBwdHcvcD1Z4eDizZs3C3Nycn376qVDPyT387llVBjn3JSQkkJSUVOBsPWlpaXlmPczpLZORkUFGRkahYiqqTPVyM59YfrVq1Rg8ZAj//PUXUVFR/L5xIyNHj9ZLDLpS0LaUNeVlO6D8bIs221HTyYmaTk7Ex8Vx5dIlrl+9SnxcHEcOHuTE0aO4e3jQwssLh6pV9RV2vgzxmnw8d67m4Py9WbOwsrIq9ndaQdtx6eJFHiclYW1jg5u7u96+O3WpIn9OrK2tad+5M23bt+dWUBBXL18m7M4dgm/eJPjmTaytrWnSvDlNmjXD2sZGX6Hnkd929Onbl8XqGY53bNvGuGfM4FikdWVmEujvz+WLF4mMiNDcXqNmTVp6edHQzU2TkNXmvVzc95ZJMaq/nhVvlrrvV1ZmJpKxcYl9Tus3aMD+I0dY/eOPzP/4Yx4/fkx4eDhDBw1iyNChfL1sGdWqVSv08krqs5u7g1BxKvIydDijY07vtoJmiezepQtV7Ow4fOwYN/z8eBQTw+ABA7Ay4CQEBXnetpQVht4O31wn7evXr695v8myrElmubm6PvN9mJKhIPc7vlW1dBa3T8NECRlabFZjd3cuX7mCLMtc9/WlZYsWRV9IMRT3NSl79beCYBiSrGW5VL169QgNDWXlypVM1sOZypLSv39/du/ezZdffskHH3yguX3+/PksUO/APvlf9Nlnn/HRRx8B2TttBSXw1qxZw0T1sL379+9To4Amp7nXldvvv/9ukDMJQUFBmv8LFxcXli1bphlGIghC0ahUKmJjY4mKiiI19b+eEFZWVtjb21OpUqVy+fkKCAhgjroSy87Ojh9++AFTU1O9rEulUuHv709GRgZOTk7Yi+bDZVJqaiqPHj0iJiYmz6yHNjY22NvbY21tXeKfFVmWmThxIlFRURgZGfHrr79iWYyD8vT0dB49esSjR480BzmSJGFra4uDg0OpqR4YlKtfWFFt375dh5Ho3sOHD/nxxx+5dOmS5jZra2vGjh1Lly5dSu33cVl7TRITEwkNDSUrKwtjY2Pq1KlTat7fgu7IssyIESNITk7GwcGBNWvWaO5LTk4mKCgISZLw8PB4ZsX09eTqrHnYRnPdySSODxyPax3X9u3b+eWXX4DsPsbdunXTelmGUJzPe26pqancvn2bOnXqiJE2OpaVlcWWLVvYtWsXZ8+e5eHDhyQnJ2Nra0vDhg3p0KEDI0aMyDOKKzQ0NN9e2wqFAmtra+rXr0+3bt2YMmUKtWrVKnDdnTt35vjx43Tq1Iljx449M87169czduxYILtHuIuLi1bbWxiGeL9pXUYVHh6OQqHQ/OeURRs3bmT37t00b96c9957z2BxzJ07N8/6ExIScHZ2pnPPntjo6Yx0ZkYGxw4epHOPHhg9cbave9++/P3PP1w4f57Q0FBMrazo2KmTXuLQhWdtS1ly4dw53nn7bb77/ntatWnz/CeUYuXlNdHldsiyzL2wMC5fvMjNwECSkpJIUlcSNW/ZkibNm+t1R78kXxNZlvn6f//TXJ+/eDH9XnpJJ8vObzuuXLrEtWvXsLK2Zujrr5eZCmHxOSlgeZmZ3AwM5OqlS9wLCyMhIYGEhARsKlWiSbNmNGnWTC9D7wrajpdffZUfV60iMzOTDFmme9++RVquLMuEh4VxSf3ZzzlBZm1tTTP1Z784CbKibEtJeNb/T2l5zw8fPZo/f/+dD2bOJObRIxITE/nuu+/w9ffnu1WrqP2cnf2S2g4THS2nR+fOOlpS9ufz6MmTdGnf/rnftbGxsfy7YwcxsbGEhITQp2dP3ErR7N5F2ZbSzJDbce/ePZKTkwFo2aJFnvfakePZySjXBg3o/ZxkUuh1E3gITapkcP2RMQ8zK9GlY2eMtBxtrpBlTTJLzsrS6WegMMrLe0vI39mzZxk9ejRBQUGa24yNjbG2tubRo0ecOnWKU6dO8cUXXzBkyBD++OMPTEzyfqPb2NhoWo9kZGQQExODj48PPj4+rFq1ir///rvA3tzCf7T+dNnZ2ZGamlpms7wPHz5kxowZKJVK1qxZU6QvGutcO9HJyckFJpxyvtyffM6TTE1N861YMDY21nujV6MC1vHOu+8ycvhwAH5YuZJu3bvrNQ5dKGhbyoo/N2/m+vXr/PXnn7zYvr2hw9GJsv6a5NDVdtStV4+69eqREB/P5YsXuXzpEokJCXgfO8aZkydx9/DAq00bqlWvroOo81cSr8m+vXs55e0NZA/vGTdhgs7XmbMdWVlZnFf3wXmhffsy2ZNMfE7yMjY2pmnz5jRt3pzoqCiu+Phw/epVEuLjNb21Gri60sLTkzr16um8kubJ7Rj00kuaGTn37NrF8BEjCrWcjIwMfK9fx+f8eR4+eKC53bl2bbxat6ahm5ve+4IZ4r1VmPWVhvf8yDFj6N2vHzNnzGDz778DcPjgQVo1b86CJUuYMm3ac3vv6Xs7dLVkYz0cTBsZGT13uVUdHBjzxhts27mTkNBQdu7ZQ0xMDB3btStVFXCF2ZaywBDbcfPWLc3lxu7umvWrVCoC1Qf6HrluL0hoQvb9nZyzCIyRSFcZcT/ZmHq22vVbbtG0qeayn5+fwV7f8vLeEv6zc+dOXnnlFdLS0qhSpQozZ87k5ZdfpkGDBkB2xdbly5fZsmUL33//Pf/++y/JyclPJbOWL1/OmDFjNNeTk5P566+/ePfdd4mLi2P48OGEhIRgZ2dXkptX5mj96Wrfvj1btmwhPDxcr7NT6cvs2bN59OgRkydPxs3NjaSkpDz3p6enay7n3GdiYoKJiQmOjo6a+8LDwwtMZuXMfGRjY1Ngv6zS6qWXX6ZmzZqEh4eza8cOQkJCSvVslGXVnTt3eBQdjSRJbPnrLwD++fNPRo8diyzLVLG3p3bt2gaOUtA1m0qV6NStG+06dcLvxg18zp8nMiKCa1eucO3KFZxq1dIc7Ja1RuYqlYp5c+dqri9cskSvB3s31EkOKysrmrdsqbf1CIZh7+BA99696dStGwF+flzx8eFeWBhBAQEEBQRga2tLs5Ytadqihd5+Zzt07IitrS1xcXHs27OH9PT0p3ZKc4uLi+PShQtcvXRJM7TYyMgIj6ZN8WzdmqpF6M0k6JeDgwO/btrEa6+/zjuTJxMWFkZycjKz3n2Xvzdv5se1a2n8jIl+hOczMzXl1SFDOHriBOcuXuTU2bNEP3rEgD59nvk5EsqGgmYyvHvvHkmPH2NmZka9fIZVPSk4LjuxX982ixrGydxJtyMgRkE926znPDN/1apVw8HenqjoaG74+mq1DEF40s2bN3njjTdIS0vD3d2d/fv34+TklOcxSqUSLy8vvLy8mDVrFuPGjSvUsi0sLBgzZgxKpZJRo0YRHx/PP//8o2lZJORP61OCs2fPxsjIiEWLFukynhJz+/ZtAH744Qesra2f+vv88881j825LaePVO6xr7lnNnxSzn3u7u762AS9MjY25q233wayh0h8v2KFgSMqnxq6uPCClxdtPT2JiooCICoqiraenrzg5UVDFxdOHD/O3bt38/SQEcoHIyMjmjZvzpg332TkuHE08vBAoVBw7+5dtv3zDz8sX86pEyd4/PixoUMttL82b9bM/tbS05OXXn5Zb+vKysritLoCrM2LL4pS/nLM2NiYJs2aMXLcOCZMnoxX69aYmZkRFxfH8SNHWLVsGVv//pvbISE6nznZ2NiYPv36AdltAE4cf7qPiyzL3A4J4Z/Nm/lh+XLOnT5NamoqlWxt6dqjB1Pfe48+AwaIRFYp1bdfPy77+jJpyhTNbefPnaNNy5Ys/PTTPJP0CEWnUCjo1rkz/Xv3RqlUEnjzJhv++IP4+HhDhyYUU+5kVuNcySxN4/eGDZ97Uk6W4ZY6mVW3koqaJtkTYQXGFK9y1aNxYwAeRkXxIFd1rCBo6+OPPyYhIQEzMzO2bt36VCLrSXZ2dmzbto1KlSoVeh29e/fWXPYVidjn0vpbwtPTk/Xr1/Prr78yfvx4QkJCdBlXqebq6qppyrZv3758H/P48WO81QdZPXv2LLHYdGn8xImaYaS//vwziYmJBo6o/Fm/ceNzD8B7dO5Mg9q1qWRujnuDBvTt2ZO333qLr7/4gn/++ouLFy4QHR2t8wM4oeRIkoSTszODX36Zt2fMoF3HjlhYWpKYmMiJo0dZtWwZO7dtIyLXTKqlUXp6OvPnzdNcX/zFF3odRuV7/TpxcXFYWFrSwstLb+sRSheHqlXp0acPU997j36DBlHTyQmVSkWAnx+bf/uNH1es4OypUzpNAg8cPFhzece2bZrL6enp+Fy4wJrvv2fzb79xMzAQAJe6dRk6bBiTpk2jzYsvlsnhrxWNtbU1y1eu5OjJk7i6uQHZQ0WXLFxI6xYtOHP6tIEjLPuaengw4tVXsbCw4GFUFL9s2kSYehSDUDblTma5uboC6tla1UMMG6s/S88SmSzxOENCKcnUtlFRQ0fJrCa5iw9yzbgoGMbFixfp2rUrFy9eNHQoWnnw4AH//PMPACNGjKBhEfr/aTusWhQyPJ/Wp7FzhpwplUrWr1/P+vXrsbOze2ZvKEmSCA4O1naVOvW8zv/Pms0QYNSoUSxevJjNmzczb968p2YGWLVqFUlJSSiVSkYUsr9GaWNvb8/rb7zBz2vXkpCQwIb165kybZqhwypXho8YgXOtWnTr2PG5j83IyCD41i2Cc/UnyM3Kyoo6deviUqeO5q9O3brUqVOH2i4uOm8wLOiHtbU1Hbt04cUOHQjw8+Pi+fNEhIdz4+pVbly9iqOTE16tW+Pm7l7qhiCuW7OG2+oTG126ddNrrz2VSvVfVdYLLxi8/45Q8nL31nr44AGXfXzwvXaNuNhYjh46xPEjR3Bt1Ijmnp7UdnEpVo+eHr16YWJiQnp6Oru2b+fTBQu4dPEi169c0VTtmJiY4NGsGZ6tWmHv4KCrzRRK2Ivt2nH+8mW+WLKEr7/4gszMTAL8/enSvj2Tpkxh0Wef4efry7x587CrVo02bdsaOuQyxalmTca+8QZ/b93Kw6goNv35J3169KBZkyaGDk0oIlmW8Q8IAKBOrv3MkNBQUtPSsLaywvk5lSsAwbHZ3821bGRMlOCo48osgBu+vnTr0qVYyxOKZ8OGDRw9epTffvsNrzJ4AvLo0aOoVCoAXtLRpEb52bt3r+ayaPHzfFons0JDQ5+6LWe66YKUpmaPxTVz5kzWrl1LZGQk/fr1Y8OGDXh6epKens66deuYp65OmDhxYpEyt6XN1OnT+XntWgBWffcdk6dM0XvD2opm02+/5bkuSVL2bHDLlqFQKAi9fZvQ27e5HRJC6O3bT/V3y5GUlMT1a9e4fu1avvdXrVo132SXS506ODs7iyFapUxOjx2Ppk0Jv3cPn/Pn8ff15f69e+y4d4/DBw7QwtOTFl5epaInX1JSEp/nGna+ONdQbX0I8PMjNiYGc3NzWrZqpdd1CaVf1WrV6NW3L126d8ff15fLPj5EhIfj7+uLv68vle3saOHpqfWsodbW1nTt3p19e/YQHh7Opx9+qOkXWtnODs/WrWnSrFmZnRRHyMvMzIz5ixbx8iuvMGnCBC5euIAsy/ywciW7d+zAo2lTrl+/zh+bNolklhYq2dgwavhwdu7dS+DNm+zev5+o6Gi6duok9jHLkLB79zSjNhrlqsDKGWLoXshJLv7rl5WdKHA0zk5m3UtSkJgO1lq2VnsymSWUvDt37hCt7g38559/ArB582ZGjx6NLMvYl6HewLmH/LVo0ULny09OTubvv/9mxowZQPYEccPVk7EV5PTp01R/zqRRKSkpugqxVNL66DVnutOKqlKlSuzatYtevXrh5+eHl5cX1tbWpKamkpGRAWQPL1y2bJmBIy2exh4edOnWjaOHDxN86xZ79+yhX//+hg6r3IiIiOCPjRs1119//XUCAgMJDw9nyNChT43FlmWZR48e5Ulw3VZfDr19mzuhoWRmZua7rocPH/Lw4UPOnT371H1KpRInZ2dNJdeTya6qVasWKRl9ycdHnLXWoZpOTtR0cqJrz55c8fHh8sWLJCUlcfL4cU57e+PWuDFerVtTsxBnQPVlxbffanpSDBk6FC89JphkWebsqVMAtH7hBdFEWNAwMTGhWYsWNGvRggeRkVy+eBHf69eJjYnhyMGDmmqtFp6eONeuned7LTIiglu3buEREYGzupUAQGpqKteuXKFSrsrzwMBAOnbujFfr1nqZUVEoHZo0bcqJM2dY+d13zJs7l7S0NO7evcvdu3eB7B6BYsIW7ZiYmDBk4EC8T5/m5JkznPfxIfrRIwYPGIBZPjN8C6VP7iGGjdT9stLS07mpHoXjXoghhvBfv6x66mSWpTKDahYqHiQruBmroGU1lVbxuTdqpDlBfP0ZPY4F8PLyIjIyUufLDc9nGPHDhw/x9PTUXNfHRHLVq1fX+XDG3AU7uphhcPr06cyZMwfIHn0TExOjuc/Y2Jhff/2VGjVqPHMZGRkZFb4fnNbJrNGjR+syjjLJ09MTX19fvvzyS3bt2kVYWBiWlpZ4eHgwevRoxo0bVy7OME2bMYOjhw8D2QesIpmlO4sXLNBkzN96+2369OxJtz59kGUZ03x25iRJwt7eHnt7+3yTBVlZWYSHhz9VzZXzd7+AnktZWVncCQ3lTmgox/K538LCgtouLk9VdtVVX39yePHvGzeKs9Z6YGVlRftOnXihfXsC/f25eP484WFh+F2/jt/169RwdMSzdWsaNW78VKVdQQfquhAdHc3/vvoKyE6MLliyRKfLzy0yIoKAgADS0tIwMzPDs3Vrva1LKNuqVa9O7/796dqzJ37Xr3PZx4fIiAj8btzA78YNqtjb07xlS5o0b465uTm+16+TlJSE3/XrONeqRXRUFBfPnePGtWtkZGTkObnwMCqKV19/3YBbJ5QUpVLJ9Hff5YP33nvqvkfR0bTNdVCWJnpXFokkSXRs1w4He3t27t1LSGgov27axCsvvYRd5cqGDk94jvxmMgy6eZPMzEzsKlemeiEnvPgvmfXf56dh5SweJCsIjNE+mWVhYUG9evW4desWfv7+ZGVllbr2DKVFZGRkvomnkmCo9RaVrnsTJyQkkJCQ8NTttWrVYv/+/bgVIhncqVOn57ZOWr9+PWPHjtU2zFJPjCsqwPz585k/f/5zH1etWjWWLl3K0qVL9R+UgfTp25d69esTfOsWRw8fxvfGDTFVtQ4EBATwi3oIp7W1NXM++oirFy4gSZLWlSZKpZJatWpRq1YtOnbq9NT9KSkp3LlzJ0+CK3fCKy4uLt/lJicn4+/nh38BDTSrVKlCDUdHqlarRs2aNdm6ZQsA//z5pzhrrQdKpRJ3Dw/cPTyIuH8fn/Pn8btxg4j799m1bRtHDh6kecuWtPTywtrGBuCpA3Vd+urzzzVDDcaMH6/XodW+165pehS1ats236SvIORmYmJCc09Pmnt6EnH/Pld8fPC9fp1H0dEcPnCAo4cO4VK3LuH37gFw4/p17t+/T2Su5L+9gwO9+vXjxMmTXDh3jgB/f0JCQkQ/iwpk/caNTBgzJt/qZyMjI9auX1/yQZUTjVxdqWxry9/btvEoJob1mzbx0oAB1BH7DKVaTr8s+G8mw5whho3VVVGF8eQwQ4CGlVV4h0NAcftmubtz69YtUlNTCQ4JoWGDBsVaXnn1vKFqxZGenq6ZsT03BwcHvVXW62N77O3tNZdjYmJwdHQs1vJ++eUXxowZA2Qnti5dusTHH3/MqVOnGDt2LAcPHiwVbURKO5HMEp5LoVDw9rRpvD99OgArly/nhzVrDBxV2Tdv7lzNLBUzZ8/GoQQaBpubm+Pm5lZgtj82Nva/JNcTya47oaEFTk+u6Zd3/Xqe26OiovKctU5VqcRwHB2r4ehI/8GD6dqjB1cuXeLShQskJiZy2tubMydPUrtOHdwbNyZAnYgM8POjWcuWyLKMhYUFlWxti7X+u3fv8sPKlUB2n5mPPvmkuJv0lPi4OJKTk5EkCd9cQwWca9cm4v59nWyHUDHUcHSkhqMjXXv2xPf6dfbv3o1KpSIk18Qa6WlpeRJZr48aRS11A/lBgwdz4dw5AHZu3870d98t8W0QDGP4iBG4NWqU5zctx8lz52jRsqUBoio/qlerxtg33mDLtm2ER0Sw+Z9/6NGlC54tWoj9hlIqpzJLkiTcXF15nJzM7Tt3gMIPMYxNhZjU7Ne3bq5klmvl7P3joNjiN4HftmMHANdv3BDJrALoc4bBS5cu4enpiUKhQKVSaf7dt28fLcvQ92bjXD3YLl++XOxkVm42NjZ07tyZAwcO0Lp1a86ePcvUqVNZL06SPJdIZgmFMnrsWBbMm0dCQgK/b9zIos8/z5OhForm1MmTmundHR0deaeUHBBVrlyZypUr57tTrlKpiIyMfGroYs71sLCw5y6/oYsLXbt3p0u3bnTu2lWvZ4IqGgtLS17s0IE2L75IUEAAPufPE3b3LqEhIYSqZxiE7Cq7X1av1lyv16ABsixryqdlWQZZRs6+kn3fMy7/+ssvpKenA9CxUyf27dz533LU/xZ0OWc9z1tncnJyvtv8+6+/ai7P/fTT4vz3CRWMqakpLb28MDExYde2bfkOH5AUCvoPGkTtOnU0tw0YPJiP584FYOe2bSKZVUE9eVAm6IaVpSUjXnuNPQcOcMPPjwNHjvAwOppe3bqJ4WGlzJMzGVpYWOBz+TKyLFOjWjWqFLKnUE5VlqOVCktjyFAXPjZUJ7MCYhTIMmibz2ySayTJDV9fXtbjLHRC/qpWrUr16tVxdnZm/PjxrFu3jrCwMKpWrWro0IqkS5cumu/8rVu30q9fP52vw8LCghUrVtC1a1d+/fVXJk6cyIsvvqjz9ZQnhUpm5fyAuLm5aTr5a/OjIklSgc2phdLN2tqa0ePGseLbb0lNTeXnNWv4QL1DLxSNLMvMnTVLc33eggVYWFhoJg4orRQKBY6Ojjg6OtKuffun7k9PT2ff3r28Mnhwgcu4e/cu63/+mfU//wz8N8FA1+7d6dCxIzbqIXGC9pRKJY0aN6ZR48ac9vbm+JEjz3x88M2bWq/r4cOHnDlzBsiuymrRvDkPS7gRpUKhoN+gQSW6TqH88GjaFHsHhzwJ3hxjJkyg+hPNV93c3GjQsCE3g4I4dfIk0dHR4sROBeJQtSrVqlenZs2atGndmnPnzxMeHo5DGTsoK82MjIwY0KcPVe3tOXLiBFeuXSMmJoYhAwdqNROpoB93w8I0s2vnNH/3VSe3coYcFsaTzd9z1KmkwkiSSUyXiHgs4WilXb8iMaOh4Tk5OREaGoqJiQmSJDFx4kTS09PLXJuIatWq8fLLL/P333/z+++/88EHHxS6rYYsy4WuMO3SpQudOnXi+PHjzJ49G29v7+KEXe4VKpmV50z6E7cJFcfb06axcvlyZFnmx1WreHfmTIyNjQ0dVpmzfetWzYyCjdzdGaUeL13WmZiY4OzsDDx91vrtqVMJCAjg9MmTpKamap7je+MGvjdusHL5cpRKJa1at9ZUbrUR/ZCK7cUOHahbv36+B+ovduiAbeXKSACSpPmRlYpw+Z2pUzW/BW9PncroCROy78u1zIIu5yynsOt8FB3N1r//fmo7RueTcBAEfRo4eDD/++orVCoVe3btKjff4cLzOTk5cTM0FEmSOLx3L199+22BE7YI2pMkibatW1OlShW2797N3Xv3WL9pE0MHD6ZqCbRkEJ7vyebvcfHx3FM38m5UyCGGkH/zdwATJdS1lQmKlQiMUeBolaVVnHXr1MHc3JyUlBR8C+j7Kuhf7u9ISZLK7Hfm4sWL2bt3L0lJSQwZMoT9+/c/czbG2NhYJkyYwLp167AtQjuMjz76iOPHj3Py5EkOHjxIjx49dBB9+VSoZNbRo0cB8pwRyblNqDjq1q1L/4ED2bl9O+Hh4WzdsoVXhw0zdFhlSkZGBh+pp2EFWPLll0/NOleWFXTW+v3Zs3FyciI1NZUzp09z9PBhjhw6hM/Fi5ohGllZWZw9c4azZ87w2aJFmJub075jR7p060a37t1p2qxZuZgdtLRwbdSoWEmgs2fOcOTQISB7qGxOhaG+5PSXEwRds7C0xNLKCitra4yVSjKyskhKTMTC0jLfxw8YNEgze+fO7dtFMquCMTU11VRSF2fCFuH5GtSrx+jXX+fvrVuJi49nw++/M7BfPxrWr2/o0Cq83MmsRm5u+Kmrsmo7O2NdhKbVwXHZJ6zq2z49XNfNTkVQrILAWAVdamm3D6BUKmns7s5FHx+CQ0J4/PgxlgV8twvC8zRs2JDffvuN1157DV9fX5o3b87MmTN5+eWXqa/+XsrKyuLatWts3bqVFStWEBcXx7p164q0nh49etCqVSsuXLjAvHnzRDLrGQp1FN0pn1nR8rtNKP+mzZjBzu3bAVjx7bcimVVE69as4ZZ6WFeHjh3pq4fx1ob0vLPWZmZmdOnalS5du7JwyRLi4uI4fuwYRw8f5ujhwwTk2jlKSUnh4P79HNy/H8ieMbFTly6ayq169eqJprCFUNQD9cKQZZmPcyVlP/r0U70P/9DHdggCZDdefXv6dFQqFYf37qVbnz4oFIoCTzS0btOGatWq8eDBAw7u309ycrIY/iQIeuJgb8+YN97g3x07uBsWxj/bttG5QwdeaN1a7AMYUO5kVuNGjbh45YrmclHkN5NhjoZ2KgiGwOLOaNi4MRd9fJBlGT9/f1p5eRVreULFNnjwYI4cOcKYMWO4desWc+bMYc6cOZiYmGBlZUVcXJzmRL0kSQwfPlyrBOqHH37ISy+9xLlz59i9e7deenSVB+WnJEQoER07daJJ06Zcv3aN8+fOce7sWdq0bWvosMqExMRElixYoLn++ddfl8sdsaKctba1tWXQ4MEMUvfZCg8P59iRIxw5dIijhw8Tri5Zh+wZE//95x/+/ecfAGrXrk2Xbt00f9WqVdPfRpVhRT1QL4z9+/bhfeIEAPUbNGD02LG6CrdA+tgOQchhZGSU53vrWe8rpVJJvwED+HntWlJSUjh86BADBg4sqVAFocKxMDdn+NChHDxyhEtXr3LM25uo6Gj69eolfgMMJPdMhnZ2dkRFR6NQKHAtZA8hgMcZcD8p/55ZkF2ZBbpJZuW44esrkllCsbVr146AgAD+/vtvdu3axblz53j48CGJiYnY2dnh5uZGp06dGDlyJK6urlqtY9CgQXh4eHDjxg0++eQTkcwqgPgFEIpEkiSmTp/OW+PHA7By+XKRzCqkZd98w8OHDwEY+uqrtGrd2sARlT41a9ZkxMiRjBg5ElmWCQoK0iS2jh89SlxcnOaxd+7cEc3kC6koB+rPo1KpmJdr8oeFS5aUWO88XW6HIBRH/0GD+HntWiB7VkORzBIE/VIqlfTu0QMHe3sOHDmCr78/sbGxDB08GKsiDGsTik+lUhEQGAhk96S6fecOAPXr1sXczKzQywlRV2XZmclUzudpDSur1I+TSM/K7qOljSa5klnXb9zQbiGC8ASlUsmwYcMYVoRRSi4uLoXuOy5JEtevX8/3vmPHjhV6nWPGjGFMOW6HIBrQCEU27PXXNbM3/fvPP3mqZ4T8RUREsOybb4DsA/IFS5YYOKLST5IkXF1dmTxlCn/9+y/3o6M5df48iz//nC7duj3VPDKnkfyQAQOobmdHpxdfZMEnn3Di+HHS0tIMtBXlz1+bN3Pt6lUAWnp68tLLLxs4IkEoeV27ddMMG9iza5fo6SYIJcSzRQuGv/IKZmZm3I+M5JeNG4mIjDR0WBXK3bAwHj9+DGT3y/JVV2m5F6HxOxQ8k2GOGpYyNiYymbJESJz2IxnEjIaCUH6JZJZQZGZmZrw5aRIAmZmZ/PT99waOqPRbvGABycnJAEycPFnTJFAoPKVSiVerVsyaM4d9hw7xMC6OfYcP88HcubRq3TpPc/icZvKfLVpEj86dqVa5Mv179+Z/X3/NlcuXNWPZhaJJT09n/rx5muuLv/hCNOUXKiRzc3N69OoFQFRUFGfPnDFwRIJQcbjUqsWYESOoYmdHYlISv23erGlALuhf7n5Zzs7OxCckYGJsTIN69Yq0nGc1fweQJHBVDzUMKMZQQwcHB6pVrQpkV2YVtjJGEITSTxyFCFqZOHmyZmjR2p9+IiUlxcARlV7+/v78oh6OYm1tzYe5kgGC9nKayS/67DNOnjtHxKNH/LV1K5OnTsX1ibODOc3kP/zgA9q0bIlT1aoMf+UV1vz0E7du3Spwx+aSjw/z5s3jko9PSWxSqbduzRpuh4QA0LV7d7p1727giATBcAaqe/0B7Ni2zWBxCEJFZFe5MqNHjKBenTpkZmaybdcujp88KRIVJSB3Mitn8ouGDRoUueXAs5q/58hJZgXFFu+QtYmHBwCPYmKIfPCgWMsSBKH0EMksQSuOjo4MffVVILsx9x+bNhk4otJr3ty5miEoM2fPxsHBwcARlU85zeS/XbGCa/7+hNy7x88bNvDGqFHUrFkzz2NzmslPnTSJxg0a4FqnDm+NH8/m33/nQa6dnN83buT69evi/Q0kJSXx2cKFmuuLP//cgNEIguH16dcPpTK7icuObdvEQbQglDAzU1Neeekl2qgbep86e5YtO3aQnp5u4MjKt9zJrCx1pXvjIg4xhOcPMwRwrVz8yiwQQw0FobwSySxBa9NmzNBcXvHtt2JHPh+nTp5k5/btQHYC8J133zVwRBVHTjP5db/+SnBYGNcCAvh25UoGvfQStra2eR6b00x+9IgR1KpenUb16zPy9df5feNGAP75808uX7rEJR8f7qgbnVY0K779VjOBwcuvvIKnmA1IqODs7Ozo0LEjACHBwfj7+Rk4IkGoeBQKBd06d6Z/794olUqCbt5kwx9/EB8fb+jQyq2cZJZCocDSygpzc3Ncatcu0jLSs+BuQvYww3qVCz5+cNXTjIaCIJQPIpklaM3Ty4sXXnwRAD9fX44eOWLgiEoXWZaZO2uW5vonCxdqyrGFklXUZvIhwcH89ccfJKh3hqOiomjr6ckLXl40dHExwBYYVnR0NP/76isgu3fZ/MWLDRyRIJQO/QcN0lzOOXEhCELJa+rhwYhXX8XCwoKHUVH8snEjYWKCIp3LPZNh1apVMTY2ppGrq6ZKtbBCEySyZAlLY5nqFgUns3JmNHyQrCA2Vfu4PcSMhoJQLolkllAsU6dP11xe8e23hgukFNr277+cO3sWgEbu7owcPdrAEQk5ntVMvm7dus983np1tVZF8tXnn5OYmAjAmPHjadiwoYEjEoTSYUCuZJbomyUIhuVUsyZj33iDalWrkpySwqY//+RqAVPbC9oJvXNHM6FR5cqVAWjcqFGRl5O7X5b0jIkKrUzA2br41VmN3Nw0E9aIyixBKD+0/lZYuHAh4eKMR4U3eMgQnJ2dAdi7eze3bt0ycESlQ0ZGBh/Pnau5vuTLLzEyMjJgRMKz5G4m7x8czMFjx/J9XFZWFgf27cvTV6u8u3v3Lj+sXAlk/z999MknBo5IEEoPFxcXmjZrBsDFCxfEfpEgGFglGxtGDhuGa4MGqFQqdu/fz6GjR8UsxjqSu1+Wvb09lWxscHJ0LPJyggvRLytHTnVWcZrAm5ubU18926J/QACZmZlaL0sQhNJD62+F+fPnU6dOHQYPHsyePXtEv6QKysjIiElTpgDZw+q+X7HCwBGVDuvWrOHWzZsAdOzUib79+hk4IqEorK2tATRn8XL7feNGmrq5sfrHHyvEzvGiTz/VNNOdOn36U830BaGiy12dtWvHDgNGIggCgImJCUMGDqT9Cy8AcN7Hh7/+/ZfU1GKMUxOA7ERQDgcHB9zd3JCeVVpVgFuxOcms5x8/utnptgl8Wloat4KDi7UsQRBKB62/FWrVqkVmZiY7duxgwIABuLi4sGjRInFWsgIa9+abmJubA/Drzz9X+KabiYmJLFmwQHP9s6++0uqHXjAch6pVqVa9Os1btGDy5Mm09PTExsaGSpUqARAXF8e0yZPp+MILXLl82cDR6o+fry8bN2wAsmeLnDl7toEjEoTSZ+DgwZrLom+WIJQOkiTRsV07XhowACMjI0JCQ1n/++/ExMYaOrQyLXdlVtWqVbUaYggQHKdu/l6YyiwdNYFv4uGhuVzR+maJohOhJBjifab1t8Lt27fZu3cvL730EkZGRoSFheWp1tq7d6/44FQQdnZ2jBg1CoCkpCR+/eUXA0dkWMu++UYz69vQV1+lVevWBo5IKConJyduhoZy/PRpevXqxfHTp7n38CG+N2/m6X124fx5XvDy4v0ZM0hISDBgxPrxyUcfaarPZs2Zo+mPIQjCf5o1b06tWrUAOHbkSLn8LhCEsqqRqyujhg/H2tqamJgY1m/cyO3QUAAiHzzg1q1bRFag1gHFlZPMkiQJ14YNqergUORlZKkgJP6/nlnPk1OZdTNWgaoYh5YVcUbDnBEGWVlZBo5EqAhy3mf5jWzRF63XJEkSvXr1YsuWLYSFhfHZZ59Rr149TbVW//79RbVWBTL1nXc0l1d9912F/dKMiIhg2TffAGBsbMzCzz4zcESCtkxNTTUVdZIkYWpqioODA2vXr+fQ8eM0cncHsmf2Wbl8Oc0aNeKfv/4qN0n8s2fOaKpMHB0deXvaNANHJAilkyRJmlkNMzIy2L93r4EjEgQht+rVqjH2jTeoWaMGqWlpbN6yhQuXLnHDz4+kpCR8c1UbCQXLPZOhnZ0dzZs21Wo54UkSaVkSJkoZJ+vn7zPVtpExVcokZ0qEJWo/0iFPMsvPT+vllCXGxsYYGxuTlJRk6FCECiAxMVHznispOkmbVa1alTlz5hAUFMShQ4d49dVXMTY2FtVaFUgjd3e69+wJQOjt2+zetcvAERnG4gULNLO8vDlpEvXUzSaF8qVDx46cv3yZxZ9/rhlie//+fUa89hoD+vQhuIz3YpBlmY/nzNFc/+jTT7GwsDBgRIJQuuXumyWGGgpC6WNlacmI117DtX59ZFnm4JEjXFMPNQsIDCTywQMiIiMrfKuMZ7kdGkpKSgqQ3S+rsZubVsvJaf5ex0bGqBBHokaK/yq4ijPUsI6LC5aWlgDcqCDDDCVJwtramvj4eM1rJwj6kJKSQkJCAtbW1iXaXkfn06t17dqVrl278ujRIzZs2MDq1asJDAxk586d7Ny5EycnJ9566y3eeustqlSpouvVCwY0dfp0Dh04AMCq5csZmGvnviLw9/fnl7VrgewG4h/Om2fgiAR9MjExYdacObwybBjvTpvGHnUC9+D+/bRo3JjZH37IzNmzMTU1NXCkRbd/3z68T5wAoEHDhowZN87AEQlC6dahY0dsbW2Ji4tj7+7dpKenY2JiYuiwBEHIxcjIiMBcs27njCJITknh599+09z+4cyZJR5bWZC7X1bdunWxtbXVajm3ijCTYQ43OxW+j5QExijo6aLd6A+FQkFjd3fOX7jA7dBQEhMTNRP+lGf29vakpKRw9+5dbGxssLa2RqlUin6+QrHJskxWVhaJiYkkJCRgamqKvb19icag82RWjvj4eB4+fEhsbCySJGkqssLCwpg3bx5ffPEFCxcuZMaMGfoKQShhvXr3pkHDhtwMCuLY0aNcv3aNJlqWIJdF8+bO1ewYzZozBwct+ggIZY+Liwv/7tjBju3bef+ddwgLCyMtLY2Fn37KH5s28d3339O1WzdDh1loKpWKeXPnaq4vWLwYIyO9/VQIQrlgbGxMn379+GPTJhISEjhx/Djde/QwdFiCIDxhYN++7Nq3L9/ZiBUKBf179zZAVGVD7mRWay8vrZdTlObvORrqcEbD8xcuANnb06YC9LVVKpU4OzsTHR1NYmIicXFxhg5JKGeMjY2xtbXF3t4epVJZouvW6RFKZmYm//77L6tXr+bYsWPIsowsy9SoUYPx48fzyiuvcODAAX788UeCg4N5//33MTMzY9KkSboMQzAQhULBlHfeYcbUqQCsXL6cn9atM3BUJePUyZN5+gtNE0naCkWSJAYNHky37t1ZsnAhy5cuJSsri5tBQfTp3p1hr7/Ol//7H9WrVzd0qM/11+bNXLt6FYCWnp4MGTrUwBEJQtkwcPBg/ti0CYAd27aJZJYglEIe7u7YV6mSpxIrx5gRI6herZoBoiobrqj3DQC6de6s9XJyKrMK0/w9R04T+KDYYs5omKtv1vUbNypEMguyE1rVqlWjatWqZGRk5JvMFQRtKBQKjI2NDVbpp5NkVlBQEGvWrGHDhg1ER0cjyzKSJNG1a1cmTZrE4MGDNVm6Jk2a8O677/LJJ5/w2WefsWLFCpHMKkdGjh7Npx99RHx8PH9s2sTiL74o9xVKsiwzd9YszfVPFi4U/YUqKCsrKz7/6itGjBzJtMmTOX3qFACbf/+dvbt3s2DJEiZOmlTiZy0KKz09nfm5hscu/uILUYYuCIXUo1cvTExMSE9PZ9f27SxfuVJ8fgRBKDeuXr8OZB+8Nm/WTKtlyPJ/PbPqVy58QsVV/djQeImUTDDX8gi2Is5omJskSWIIvFCuaJ3eTk9P5/fff6dLly40atSIpUuXEhUVReXKlXnvvfcIDAzk4MGDvPzyy08duCkUChYtWoS1tXWZb5Qs5GVlZcXYCRMASEtLY+1PPxk4Iv3b9u+/nDt7FgD3xo0ZOXq0gSMSDM2jSRMOnzjBT+vWYWdnB2QPvZ4xdSod2rblko+PgSPM37o1a7gdEgJA1+7d6da9u4EjEoSyw9rami7qIcXh4eGl9nMuCBWdhYUFlhYWVFdXquSIfPjQgFGVbpmZmdy5cwcAZ2dnrfuBPkyWSEyXUEgyLpUKPymYvQVUMZORkbhVjOqsip7MEoTyRutvg5o1azJy5EiOHz+OLMu0bduWX3/9lfDwcL755hvq16//zOdLkkTlypXJyMjQNgShlJo8dSoKRfZb68dVq0hPTzdwRPqTkZHBx7n6Cy3+4gvRX0gAspP2Y8aN43pgYJ4G6j4XL9KudWtmTJtWqmZNSkpK4rOFCzXXF3/+uQGjEYSyaeDgwZrLYlZDQSidbKytmTJxIm8MG4ajoyOtWrYE4MSpU6SmpRk4utLpoo+P5pitWZMmWi8np1+Ws7WMaRGL1F110DerSpUq1FC3fLju66vp6SwIQtmk9bfBo0ePsLKyYtKkSVy9epVTp04xcuTIImXq//e///Hzzz9rG4JQSrm4uGh26CMjI9ny99+GDUiP1q1Zw62bNwHo2KkTffv1M3BEQmljb2/PT+vWccTbG3f1GUGVSsUPK1fS1M2NvzZvLhU7U98tW8ZD9Vnpl195Bc9iNHcVhIqq34ABmssimSUIpZeRkZFmGHC7F1+ksq0tSUlJHDl+3MCRlU6Hjh7VXM5d3VRU2sxkmCMnmRVY3L5ZHh4AxMbGcj8ioljLEgTBsLT+Nvjhhx+4f/8+33//PU20zNC//PLLjBZDssqlqdOnay6v+PbbUnGwrmuJiYksnj9fc/2zr74S/VGEArVr357zly/z2VdfaXqqRUZGMnL4cPr27MlNdVLUEKKjo1n69ddAdpPQ+YsXGywWQSjLatSoQZu2bQG4cf06Iephu4IglF7GRkb069ULgCvXrhF6966BIypdZFnmQq5h0+6NGmm9rGAtmr/n0CSzdDCjYQ4x1FAQyjatvw3eeustLC0tdRmLUI6079CB5i1aANnDqs6eOWPgiHRv2TffEBUVBcDQV1+lVQWZEUXQnrGxMe/PmsVVf38GDBqkuf3IoUO09PBg0fz5pKamlnhcX372GYmJiQCMGT+ehg0blngMglBe5P5si+osQSgbajk701Ld1HzP/v2iDUouYffuce/ePc31Rm5uWi/rv2RW0U9yu+UaZlicc+SNRTJLEMqN4qW2BaEAkiTlqc5auXy5AaPRvYiICJZ98w2QnaBY+NlnBo5IKEtq1arFP9u2sWXHDmrXrg1kT6qxeMECWjZpwsEDB0oslrt37/LjqlUAmJmZ8dEnn5TYugWhPBqQu2/Wtm0Gi0MQhKLp0rEj1tbWxMXHc0I9G7EAvgEBmjYESqWShg0aaL2sW+qeWdoMM6xvq0IhycSmSkSnaD8SImeYIcD1Gze0Xo4gCIZXqE7VJ06c0NkKO3bsqLNlCaXbq8OG8eEHH/Dw4UO2btlCWFgYzs7Ohg5LJxbNn09ycjIAb06aRL169QwckVAW9R8wgC5du/LZokV8+7//kZmZSfCtW/Tv1YtXXnuNr5YuxdHRUa8xLPr0U80kDVOnT6dmzZp6XZ8glHdubm40aNiQm0FBnDp5kujoaOzt7Q0dliAIz2FqakqfHj34699/Oe/jQyNXVxxr1DB0WAaVlZWFn78/0dHRANSvV0/rmQzj0yA6JbuOoq4WySwzI3CxkQmJlwiIUeBgkaVVHI1cXVEqlWRlZYnKLEEo4wqVzOrcubNOegFJkkRmZmaxlyOUDaampkycPJnFCxaQlZXFj6tWseSLLwwdVrH5+/uzft06IHsq9g/nzTNwREJZZmlpyZIvvmDEyJFMmzyZk97eAPz955/s27OH+YsXM3nKFJTKIk77Uwh+vr5s3LABAFtbW2bOnq3zdQhCRTRg0CCWfv01KpWKPbt2MWrMGEOHJAhCIdSvWxcPd3du+Pmxa98+xo8apZff37IiJDSU+xERZGVlJ4500S+rmoUKaxPtltHQTkVIvILAGIkOTtotw9TUlAb16xMQGEhAYCAZGRkYGxtrtzBBEAyq0MMMZVku9p9KVfQsvD49evSIX375hTfeeAN3d3csLS0xNTXFycmJwYMHs3Xr1ucu48GDB7z//vu4urpibm6OnZ0dHTp0YO3ateWy6XlRvTlpkuYHYt3q1Tx+/NjAERXfvLlzNT/qs+bMwcHBwcARCeWBe+PGHDp+nDW//KKp4khMTOT96dNp17o1Fy9c0Pk6P/noI8338qw5c6hcubLO1yEIFdHA3EMNRd8sQShTunfujIW5OdGPHnH63DlDh2NQvv7+miGGULxkVs5MhvUra3985KbjGQ3T09MJMuAEPIIgFE+hvglUKpXO/kqT6tWrM27cODZt2oS/vz8qlQpjY2PCw8PZvn07Q4YMoW/fvprhZE/y8fGhcePGLF26lKCgIIyMjEhMTOTkyZO8+eab9O7dm7S0tBLeqtKlevXqvDZ8OJA9Be7vGzcaOKLiOXXypObAxNHRkWkzZhg2IKFckSSJUWPGcC0ggHFvvqm5/fKlS7Rv04Z3pkwhLi5OJ+s6e+ZMnvfy29Om6WS5giBA6zZtqFq1KgAH9+8vcD9CEITSx8LCgp7dugFw6uxZHqon+6lo0tPTuXnrlmayIzDcTIY5XCuLGQ0FQfhPhW4An5mZSevWrfn+++8JDg4mJSWFpKQkbt++zfjx4wHYu3cvb7311lPPjY+Pp3///jx69Ag3NzcuXLhAYmIijx8/ZuXKlRgbG3PgwAHefffdkt6sUufJRvBltWJNlmXmzpqluf7JwoVYWFgYMCKhvKpSpQo/rF7NsVOnaNK0KZD9/vvp++9p6ubGH5s2FetzJMsyH8+Zo7n+0aefiveyIOiQUqmk/8CBAKSkpHD40CEDRyQIQlE0cnWlYf36qFQqdu/fX+pOyJeEm8HBZGRm5jmJVqzKrFjtm7/ncFVXZt2KU5BZjJdEJLMEoXyo0MmsI0eOcO7cOSZPnkzdunU1t7u4uLB27VpNEmvjxo2EhYXlee4333xDZGQk5ubm7NmzBy8vLwBMTEyYMmUKCxYsAGD16tUEBQWV0BaVTi1atqR9hw4ABPj7c+jgQQNHpJ1t//7LubNngewhYSNHjzZwREJ598KLL3LWx4cv//c/LC0tgeyhzWPeeIPe3bsTGBio1XL37d2Lt3pijwYNGzJm3DidxSwIQrb+gwZpLu8SQw0FoUyRJIle3btjampKRGQkFy5dMnRIJc7X3x+AuNhYAIyMjGhQv77Wy8upzCpOMsvJWsbCSCY9SyI0XkczGopkliCUWRU6mdWlS5dn3p9TnQVw8eLFPPdtUDdNHjZsGHXq1HnqudOmTcPKyoqsrCw2bdqkg2jLtiers8qajIwMPp47V3N98RdfYGRUqPkTBKFYjIyMmPHee1z192fwkCGa248dOYJX06bMnzePlJSUQi9PpVIxL9d7ecHixeK9LAh60LVbN00SevfOnZpei4IglA3WVlZ069QJgOMnTxKjTupUBMkpKYSEhpKVlcW98HAgeyZDExPtOrenZEJ4UnbyqTjDDBVSdhN4KN5Qw9q1amFtbQ2Ar0hmCUKZpZNkVnp6OufPn+fff//lt99+Y8OGDQX+lSVmZmaay7l3QgMDA7l79y4Affr0yfe5VlZWdFBXIx04cECPUZYNAwYNonbt2gDs27NH64oSQ1m3Zg231A0iO3bqRN9+/QwckVDRODs78+eWLWzdtYvaLi5A9nfv54sX08LDg/379hVqOX9v3sz1a9cAaOnpyZChQ/UVsiBUaObm5vTo1QuAqKgozp45Y+CIBEEoqmZNmlC7Vi0yMzPZc+BAmW2VUVQBQUGoVCoUCgXp6elA8YYYhsQpkJGobCpTxbx4semiCbwkSTR2dwfgzt27xMfHFy8oQRAMoljJrLS0NGbOnIm9vT0vvPACr7zyCmPGjGHs2LH5/o0rY0NZjh07prncpEkTzeUbN25oLnvkKlN9Us59fn5+ug+ujDEyMmLS1Kma69+vWGHAaIomMTGRxfPna65/9tVXSJL2pc2CUBx9+/Xjiq8vsz/8UDNT6O2QEAb26cPwV14hXH0GNT8ZGRksUg+BhuwKQ/FeFgT9yT2r4Y5t2wwWhyAI2pEkib49e2JkZMTdsDCuXL9u6JBKRM4QQyPFf4eKxZvJsPj9snI0VDeBDyhmE/gmufpm+YpjNUEok7T+FsjMzKRXr14sW7aMpKQkHBwckGUZSZKoWbMmpqamyLKMLMtYWlpSq1YtnJ2ddRm7XsXFxfH5558D0KFDB1xdXTX33b9/X3O5Zs2aBS4j576EhASSkpL0FGnZMXb8eE2T6d/Wr9fZrGz6tvTrrzUzuQx99VVatW5t4IiEis7CwoKFS5Zw4epVOqqHQAD8+88/NHVz47tvvyUzM/Op5x04cIDQ27cB6Nq9O926dy+xmAWhIurTrx9KpRLITmZVlKoOQShPKtva0rl9ewCOHDtGQmKigSPSr4SEBMLu3QPgca7jF13MZKiLZFZOZVaQmNFQECo8rRulrFu3jhMnTlCzZk22b99Oy5YtUSgUVK1albt376JSqfD29uajjz7i0qVLLF68mBEjRugydr1RqVSMHDmSiIgITE1NWfFEFVFirh+xZ80Alvu+xMRErKys8n1cWloaaWlpmusJCQlAdhVFRkaGVtvwPJnq5Wbqafn5sbKyYsSoUaz58UceP37MutWreUcHsz3qc1siIyL49n//A8DY2JhPFiwoV6+JvpSXbSnt21G/fn12HzjA5k2bmDt7NtFRUSQlJTHr3Xf5bf16vl25ktZt2gBw/OhRfv75Z81z5y9apLf3sj6V9tekKMrLtojtKJi1tTUvtm+P9/HjhAQHc+3qVdxzHUDpS3G3xURd9amNZ32viPdK0eSumzUuzmuSz8kNbeWcKMnvhElZU5Rtada0Kb4BAURERrL3wAFeGjiw1FQ26/o1ua6uUnKqWZN9uVoYNGzYUOv30s3Y7F5bLjaZz1xGUkQADrf/Jsm1OlY13PJ9TF0bAHPuJSmITc7ESrs2Xri5/bf8azdulKrPifafdkGoWCRZy9OEnTt3xtvbm19++YVRo0YBoFAoqF69ep7KpaysLPr06cPx48c5c+YMLVu21E3kejRt2jRWrlwJZCftnhwe+dlnn/HRRx8B2TttBTVPXrNmDRMnTgSyq7lq1KiR7+Pmz5+vmf0wt99///2ZybKyKDw8nClTpgDg4ODAjz/+qDlrXRp9//33mp5n/fv3Z8KECQaOSBDyl5SUxG+//caBXD09JEmiZ8+ejBw5koULF2pmVn3xxRf54IMPDBmuIFQYO3fuZN26dQCMGDGCV155xcARPd+gXDMxFtV2MXOjXojXxPBSUlIICgpClmVq165N5cqVDR2SXgQGBpKSkoKTkxOLFi3izp07GBkZsXnzZq0njFkS3pUHGdZMrnaaRuZRBT7ONuIo1jFXSLRrTlyNgifq+iSsJ3FZ5syofoK6Zto15k9KSuKNN94AwN3dnc8++0yr5ehDcT7vglCRaJ3Msre3JzY2lsTERE3CRaFQ4ODgwIMHD/I89saNGzRt2pRhw4bx+++/Fz9qPZo5cyb/U1fiLFu2jBkzZjz1mBUrVvDOO+8AEB8fj42NTb7LWr58ueb5Ra3McnZ25n50dIHLLq7MjAyOHTxI5x49MCrG2T5tDBk4kAPqMz2b/vyTQS+9VKzl6WtbAvz9ad2iBSqVCmtra64FBODg4KCz5T/JkK+JrpWXbSmL23Hh/HmmT5nCtatXNbfZ2trmGdb7+19/4VyrFlWqVKGWemKGsqIsviYFKS/bIrbj2e6EhtK4YUMAvFq14tipUzpbdkGKuy2Wxdj+x8+pzBLvlcLLXXBSnMqsZB02t87MzOToyZN0ad++zM+Eq822nD57llNnz2Jubs64kSNLxUlnXb4mj2Ji+HnDBhQKBRPHjqVWvXqkp6fTqFEjLmo5iUWGClr+ZkOmLHF4aAKOVnkPPTMSHpKVmgCSRNiOBWSlxqM0r4TzgE9BllGa2WBsUzXPcyYetMA73JhP26YwzC1d6+1t2Lgx4eHhVLKxIfzOHZ1V2xX3NbGoVEkncQhCeaf1N15iYiI2NjZ5vsRNTU3z7Q3l4eGBtbU13t7e2q6uRHzwwQeaRNbXX3+dbyILwNHRUXM5PDy8wIRTTiNmGxubAhNZkP3/Zmpq+tTtxsbGxdp5KQyjEljHk6bNmKFJZv24ahVDX31VJ8vV9bYs+OQTVKrscfmz5szJ87rrkyFeE30pL9tSlrbjxXbtOHPxIt+vXMks9TDeJ/vTvZ7rM5dWRnv4lKXX5HnKy7aI7chf/QYNaNqsGdeuXuXihQtERUWV69+TwqxPvFcKR1dLNtZD0snIyEgvyzWEomxL+xdeIOjWLaKioznm7c2gUjS7tS5ek0B1BXddFxcePnyomcmwcaNGWi/7TqxEpixhYSRTq5KSJ/NFAb+9+dRzslLiCf3rPc31JtN357m/URUZ73C4FW+EsZH2fbiaqJNZ8QkJPHjwAGcnJ62XlZ/y9DkRhNJI6855VatWJTk5Oc9tdnZ2pKam8vDhwzy3y7JMenq6pol2aTRr1iy+/vprAL766itmzpxZ4GNzz2CYe2bDJ+Xc566e+lXI1qNnT9zUTSS9T5zgyuXLBo7oaSe9vdmpLst3dHRkWgGJTUEojYyMjHhnxgyWfvddgWcZjYyMWL9xYwlHJggV04BcQ0Z27dhhwEgEQSgOpVJJv169kCQJX39/bgYHGzoknZFlGb+AACA7eeWnntEQdNP8va6t6qlEFoBTr5mgKKDliEKZff8TXNVN4AOL2QS+sWgCLwhlmtbfAE5OTmRmZhIZGam5LSfJk7tZIMCxY8dIS0ujUiktmZw5cybffPMNkJ3ImjVr1jMf7+rqSq1atYCntzXH48ePNZVoPXv21GG0ZZ8kSUxRD9MEWLl8uQGjeZosy3yYq5/QJwsXlooyckEoqinTpnHm4sV87zt57hzDy8ikHIJQ1g0cPFhzece2bQaLQxCE4nOsUYPWnp4A7Dt4kNRcrULKsojISGLj4jA2MqJBvXp5klmN3PJvxl4Y/81kmH8leGW3LtR75Zt876v/2lIquz3dOytnRsPAWAXFKTBvkqtA4fozChQEQSidtE5mdVJPB38qV++Hl156CVmWmTlzJn///Tc3b97kn3/+YfTo0UiSRNeuXYsfsY7l7pH1zTffPDeRlSOn6f3mzZsJDQ196v5Vq1aRlJSEUqksM7M4lqQRI0dia2sLwJ9//PFUnzVD2vbvv5w7exYA98aNGTl6tIEjEoTiUygUef4VBKHkNGveXHMS7NiRI5pZiwVBKJs6tmtHZVtbEpOSOHrihKHD0QlfdfKqQf36mJiY6Kwy65Y6mVXftuDhgI8j/Au8Lz91KskYSTKJ6RIRj7Xvc+UhKrMEoUzT+qhm4MCByLLMpk2bNLeNHz8eDw8PoqOjGTZsGG5ubrz22mvcu3cPS0tLPv30U50ErSuzZ8/WJLKWLl3K+++/X+jnzpw5k+rVq5OcnEy/fv3w8fEBID09nR9++IF58+YBMHHiRBqqG78K/7G0tGS8eqbH9PR01vz4o4EjypaRkcFHc+Zori/58ssy3+BUqNgcqlalWvXqNG/RgsmTJ9O8RQuqVa+OQ9Wqz3+yIAg6IUkS/dVDDTMyMti/d6+BIxIEoTiMjY3pqx55cfnqVe7cvWvgiIpHpVLhFxgIZA8xBDTJLGNjY+rXq6f1soPjspNNz0pmJd29pL6U/VilmTVGFpUxMrfN9/Emyv8qvQKKMdTQrWFDzX6+SGYJQtmj9af/hRde4Pbt26xYsUJzm7GxMYcPH2b48OGYmppqpodv3749x44dw60YJaq6dvfuXb766isgu1Lhyy+/pHr16gX+5QxDzFGpUiV27dpFlSpV8PPzw8vLS9Po/e233yY9PZ2ePXuybNkyQ2xemTBpyhSUyuwx8qt/+CHPjI6Gsnb1aoJv3QKgY6dO9Onb18ARCULxODk5cTM0lOOnT9OrVy+Onz7NzdBQnHTc5FQQhGfL3TcrpyejIAhlV+1atWjRrBkAew4cIOMZM3mWdnfCwnj8+DHmZmbUdXEhIyODm+r94YYNGmg90YFKzj3MMP9kVmZKAo/DrgBg33YkAJKRGa5jf8HY2r7AZeuib5aJiQmu6qKDgMBATcN7QRDKBq0//ZIkUbt2bWrWrJnndgcHBzZt2kRCQgLh4eEkJCRw4sQJWrZsWexgdSlnlrqcyw8ePHjmX36zNHp6euLr68u7775LgwYNyMjIwNLSkvbt27NmzRr27t2b7yyFQrZatWoxeMgQAB48eMDff/5p0HgSExNZsmCB5vpnX32lsyl6BcGQTE1NNe9lSZLE95IgGECHjh01w+v37t4tDpoEoRzo0rEj1lZWxMbFcSJX65WyJqcKy83VFaVSya3gYE1yrjhDDO8nSaRmSRgrZGrZ5N/cKi7wGHJWJmYO9bBr0hcZBZlJUWQmxzxz2bpqAp8z1DAzM1Mzm6MgCGWD3pqnGBkZUaNGDSwtLfW1imJxcXFBluVC/82fPz/f5VSrVo2lS5cSFBRESkoKsbGxeHt7M2HCBNGbphCmTp+uubzi22811XyGsPTrrzUzbr7y2mu0at3aYLEIgiAI5YuxsTF9+vUDyD7Rd/y4gSMSBKG4zExN6dOjBwDnfXy4HxFh4IiKLjMzk4CbNwForB5Fo+uZDF0qyRgVcFgU63cIgMru3VGYmJNuXg2ApLBrz1y2a64m8MWRp2+Wn1+xliUIQskS2RbBoF548UU8vbwAuHL5MqdOnjRIHBEREXyr7p9mbGzMgiVLDBKHIAjPlhoZiMPtv0mNDDR0KIJQZGKooSCUP/Xr1aNxo0bIsszu/fvJysoydEhFEnz7NmlpaVhbW+OsbkGgu+bv2VXhBQ0xTIkKITUqGElphK1rZwBSLZ0BeHyvcMmskDiJtGL8l4sZDQWh7NJJZ+usrCxu3rxJbGzsFwmMNgABAABJREFUc8eLd+zYURerFMoJSZKYOn06Y0dmj5FfuXw57Tt0KPE4Fs2fT3JyMgATJ0+mXjEaXQqCoD/xvocwS75HvO8hrJ09nv8EQShFevbujYmJCenp6ezavp1vV6wQw9kFoRzo3qULIaGhREVHc/rcOTq8+KKhQyq0nFkMG7u5ab6PdJbMin32TIY5VVnWddpgZG5DRmYmaZbOEH2ex/euIctygd+R1S1kbExkEtIlQuIUNKpScIP5Z8ldmeUrmsALQplSrGTWvXv3+PDDD/n3339JSUl57uMlSSIzM7M4qxTKoaGvvsrcWbOIjIxk+9athIaG4uLiUmLr9/f355e1awGwsbFh7scfl9i6BUF4vvT4SLKS40GSSAw4BkBiwDFSmvcFWUZpUQmTStUNG6QgFIK1tTVdunVj/9693Lt3j8uXLtHS09PQYQmCUEyWFhb07NqV7bt3c+rsWdwaNsTBvuDm5aVFWloaN4ODAXDPNVFXTjLLxMSEenXrar38ZzV/V2VlEBd4FIDK7j00t6dbOCIpjMhIiiY9PgJTW8d8ly1J2dVZFyKVBMRon8xydnKiUqVKxMfHixkNBaGM0XqYYUhICK1atWLTpk0kJycXqu9U7qbrgpDDxMSEt95+G8huxv/jqlUluv6P58zRvDdnzp6Ng4NDia5fEIRnC1o1jOBf3iL454lkJccBkJUcR/DPEwn+5S2CVg0zbICCUAQDBw/WXN6xbZvB4hAEQbfc3dxoUK8eKpWK3fv3l4njnsCbN8nKyqKKnR3VqlYFID09Pc9MhkZG2tU+yDIEx+cks57uiZt4+zxZKQkYWdphXfu/icJkhRFm1V2Bwg81DIrRvsJVkiQ83N0BCLt3j7i4OK2XJQhCydI6mfXhhx/y4MED7O3tWbduHffu3SMjIwOVSvXMP0HIz4S33sLExASAX9auzXf2SH046e3Nrh07AHB0dGTajBklsl5BEArPaeBHoFDmf6dCmX2/IJQR/QYM0FwWfbMEofyQJIle3btjamLC/YgILl66ZOiQnssvIACAxo0aaYbz3bx1SzOSpjhDDB+lQHyahIRM3UpPHwPmDDG0deuC9MRvvEXNJsDzm8C7qZNZAbpsAi+qswShzND6k3/o0CEkSWLz5s2MHTsWR0dHlMoCDjYE4TmqVq3K8BEjAIiLi2Pjhg16X6csy8ydNUtz/dNFi7CwsND7egVBKBpbjx64vPpFvvdJSmPSY8PJSk0s4agEQTs1atSgTdu2ANy4fp2QkBADRyQIgq7YWFvTtVMnAI6dPElsKa7ySXr8mNt37gB5hxj6qxNcUNzm79mHmU7WMmZPFHdlPI4hMfQikHeIYQ5LdTIrp29WQf6rzBLJLEGoiLT+5KempmJubk6XLl10GY9QgU2dPl1zedV33+m9km/rli2cP3cOAPfGjRk5erRe1ycIgnZkWcUD7/X535eRykPv9QSuGsZD7/UiqSWUCWJWQ0Eov5o3bUptZ2cyMzPZc+DAM5MxhhQQGIgsyzhWr45d5cqa23U3k2HBzd/jAo6CrMK8uhtmds5P3W9W3RVJaUJmcixpsfcKXEcD9bIfJCuITdU6VJHMEoQySutkVp06dUrtl7NQNjVt1oxOnTsDEBQYyIH9+/W2royMDD6eO1dzfcmXX4rKQkEopR5d2EJKePbOpUkVF2JqdMO0ekOUlpWp0ftdTO1dUKU91iS1Hpz4RSS1hFKtf+5kluibJQjliiRJ9OnZEyMjI+7cvcvV69cNHVK+fNUVWE8mrHSVzCqo+bssy8T6HQTAzr17vs9VKI2xqJG97mf1zbIyAWfr7OUHFqM6K3cy67pIZglCmaH1p/61114jNTWVw4cP6zIeoYKbkqs6a+Xy5Xpbz9rVqwlWN7fs1Lkzffr21du6BEHQXkrkTR4c+QmA6j2m4TJ2NY/tmlL7jZW4TvmTKi0HUf/Nn3F+aT6mDnVQpT0m6uSvIqkllGpubm40aNgQgFMnTxIdHW3giARB0CW7ypXp1K4dAIePHSMxsXT9FsXGxRF+/z6SJOHu6prnvpxklqmpqY5mMsxb/JDyIJC0mDAkI1MqNexY4POtnJsChW8CX5xkVqVKlajlnF0h5uvnJwo2BKGM0PpT//7779OsWTMmTpzI7du3dRmTUIH1HzAAlzp1ADi4fz/+uc4O6UpCQgJLFizQXP/sq680TS8FQSg9VOkphG1biKzKxLphe6p4DdF8ViVJQmFkor6soFKjztSfsE4ktYQyQZIkzVBDlUrF3t27DRyRIAi61srTE8fq1UlLT2ffoUOlKkGS0/i9trMzVlZWmtvT09O5FRwMgGvDhsUatRAcl/17Xb9y3sqsWN/sxu+V6r2A0tSywOdbOmUns5LuXX/m/11OE/hAHTWBT0hI4G5YWLGWJQhCydD6U29ubs6hQ4do3rw5TZo0YcyYMaxatYoNGzY8808QnkWpVPL2tGma66u++07n61j2zTdERUUB8Mprr+HVqpXO1yEIQvFFHFxBekwYRtb21Ow767lJ50IltVJEUksoHQYOHqy5vEMMNRSEckehUNC3Vy8UCgU3g4PxDww0dEgavuqTxY2fGEYYdPOmZibDRrmawhdVYnp2HyvI2zNLlZlGXNAJIP/G77mZV2uAZGRKVko8aY/uFPi4hpWLX5kF4OHhobl8/caNYi1LEISSYfT8hxQsNDSUBw8ekJyczG+//cZvv/32zMdLksSoUaOKs0qhAhgzbhwLP/mEpKQkNm3YwMIlS7Czs9PJsiMiIvj2f/8DwNjYmAVLluhkuYIg6Fa8/zFir+4BJJwGfISRRaVCPzcnqWXj1pGEQG8eev9KWlQIUSd/5dGFf6jSaij2rYaiNLfW3wYIwnO0btOGqlWr8vDhQw7u309ycrKYUVcQypmqDg682KYNJ8+c4cDhw7jUqmXwz/nDqCiiHz1CqVTi2qBBnvt03fy9qoUKa5P/bk+4dQZV+mOMratiqR5GWBCF0hhLx8Yk3b1E0r1rmNm75Pu4nMqsoFgFKhkUWg628HB311y+4etLf9GCRBBKPa1T2NeuXaNz586cOXMGABMTExwdHalVq1aBf87OT89WIQhPqlSpEqPGjgUgOTmZn9eu1dmyF82fT3JyMgATJ0+mXr16Olu2IAi6kR4fSfierwFweHEEVi4ttFqOJCmo5NaJ+hPW4jxkAaYOdf+r1PpeVGoJhqVUKuk/cCAAKSkpHD50yMARCYKgD+3atsXB3p7klBQOHTtm6HA0VVn16tbFzMwsz326b/6ed3hgTuP3yo26IUnPPwy1dGoCPLtvVm0bGVOlTEqmxN0E7duGiBkNBaHs0TqZ9emnn5KUlESdOnU4fPgwjx8/JiwsjNu3bz/zTxAK4+1p0zRDin5cuVJT8lwc/v7+/KJOjNnY2DD344+LvUxBEHRLVmVyb/tiVGmPMXdsRNUOY4q9zOcmtY7/LJJagkHkntVw1/btBoxEEAR9USqV9OvVC0mSuOHnx62QEIPFIsuypl9W43yGEfqr74NiJrNi1f2ycg0xTE94SFLYVQAqFzCL4ZP+awJ/HVlW5fsYpQIa6GCooWvDhhgbGwNimKEglBVaf+JPnz6NJEn8+eefdOnSBYWieOOUBSG3Bg0a0KdfPwDCwsLYvnVrsZf58Zw5qFTZP3YzZ8/GwcGh2MsUBEG3Hp78jeR7N1CYWOA8aB6Sslij4fMoMKl1aoMmqZWZkqCz9QnC83Tt1g1Ly+wGyLt37iQrK8vAEQmCoA+ONWrQqmVLAPYePEhaWppB4rh3/z7xCQmYmJhQP5+ZCnMqs8zMzKirnpBJG7c0lVn/JaBi/Q8DMpZOTTCpVL1QyzGv2gCFiTlZaUmkRhVcFOFaufhN4I2NjXFTz+wYdPOmwV4jQRAKT+tPfHJyMpaWlnh6euoyHkHQmDp9uubyyuXLi7Wsk97e7NqxAwBHR0emzZhRrOUJgqB7j8OuEXUqu/eiY+93MansqJf15E1qLcSsaj1NUivo++EiqVVBpUYG4nD7b1IjS65Js7m5OT169QIgKiqKs+rWDYIglD+d2rfHtlIlEhMTOXrihEFiyBli6NqggaYKKUdaWprOZjJ8Mpklyyri/LOHUj+v8XtukkKJpWP28L+kZww1dLXTURN49VDDrKwsAoKCirUsQRD0T+tPfP369cnIyBBnEQW96dqtG+7qH5XTp07hc/GiVsuRZZm5s2Zprn+6aJHBm28KgpBXVkoi97YvAVmFrUdPbD0Kv7OrreykVkfqjV/zdFJr1TAeHF8nkloVSLzvIcyS7xHvW7K9qwbkGmq4Uww1FIRyy9jYmL7q5PWlq1e5ExZWouvPysrSzKiY3xDDoJs3Ncd1xRlimJoJ9xJzhhlm98x6HO5LenwkChNzKtVvV6TlWTrlDDXUfzKrSa4ZDUXfLEEo/bT+xI8aNYq0tDR2qKtdBEHXJEnSSXXW1i1bOH/uHADujRszcvRoncQnCIJuyLJM+N7/kZHwAJPKjtToNaNE159vUis9mahTv4mkVjmXHh9JSkQgKZFBJAYcAyAx4BgpkUGkRASSHh+p9xj69OunqYDYsW0bsiw/5xmCIJRVLrVq0bxpdnJmz/79ZGRklNi6Q+/eJSUlBQtzc1xq137qfl01f78dr0BGwsZExt48+/ssp/F7pQYdUBibPevpT7HKSWaF30BW5V9EkTOj4Z0EieRi/JfmbgIv+mYJQumndTJr+vTpdOvWjbfeekszo6Eg6NrwESOws7MD4O8//yQiIqJIz8/IyODjuXM115d8+WWxyqYFQdC92Kt7SAg4BgolToM+QWlqmMrJ3EmtWi8vejqpdWytSGqVM0GrhhH8y1sE/zyRrOQ4ALKS4wj+eSLBv7xF0Kpheo+hSpUqtO/QAYDgW7cIyHVAKQhC+dO1UyesrKyIjYvD+/TpEltvzhDDRm5u+fY61t1Mhv81f5ckyEpPJv7mSaBoQwxzmDnURWFqiSo9mZSHwfk+poo5VDGTkZE0Qxy1kTuZ5SsqswSh1NO6s+7ixYtp27YtPj4+tG/fnvbt29O6dWusra2f+bxPPvlE21UKFZCFhQUT3nqLrz7/nIyMDFb/8AOfLlxY6OevXb2a4Fu3AOjUuTN9+vbVV6iCIGghLfoOEQdXAFCt03gsHJ8e+lDSJEmBjWsHrBu2IzHoFA+915P6MJio0xt5dPFfqngNoUqbVzEytzF0qEIxqDLTsGs5iJhLBQztUyhx6j+nRGIZMHgwx48dA7Krsxq5u5fIegVBKHlmpqb06dGDv7du5dzFizRydaVG9cI1RNdWRkYGQTdvAtC4gERV7mRWo3yGIRbWk/2y4m+eRM5Mw8S2JhY1ip4kkxRKLGt6kBhyjsf3rmFRvWG+j3OzU3HqvpKAGAVNHfKf+fB5ajo6YmtrS1xcnBhmKAhlgNbJrPnz5yNJ2Zl3WZbx9vbm5MmTz32eSGYJRfXW22/zv6++IisrizU//sjsDz/EzOz5JcoJCQksWbBAc/2zr77SvGcFQTA8VWY6YdsXIWekYunSEvu2+q+CKYpCJbVav4KRRSVDhyoUQerDEGKv7CbuxgGyUhMLfFy9MT9gXsBBk64NGDSImeqJSXZu387sDz8skfUKgmAYDerVw93NDb+AAHbt28e4kSP1OnLgZnAw6RkZVLKxoWaNGvk+xi8gAMieybCOi4vW63oymRXrl9P4vbvW++FWTk1JDDlH0r1rOHgNzfcxDdXJrKBi9M2SJIkmjRvjfeoU4ffvExMToxkhIghC6aN1Mqtjx44iMSCUCCcnJ15+5RX+2ryZqKgo/vzjD0aPHfvc5y375huioqIAeOW11/Bq1UrfoQqCUAQPjq0h9cEtlOY2OA34EEkqXuNWfXl2UmsLVbxeFkmtUk6VnkK8/1FiruwiJdxPc7uxTTWs6rUm9vJOQAIM06/KxcWFps2ace3qVS6cP8/9+/dxdNTPbJ6CIJQOPbp25fadO0RFR3Pm/Hnav/CC3taVk6hq3KhRvsdvqampBKtnMnRzdS1WYi1YncyqX1kmLTac5Pu+ICmo3Kir1svMaQKffN8XOSsTSfn0IWxO36wAHcxo6H3qFJDdBL6jehi4IAilj9bJrGPqcnhBKAlTp0/nr82bgexG8KPGjHlmMvX+/ft8+7//AdmzxyxYsqRE4hQEoXASg8/x6PzfANTsPwdja3sDR/R8TyW1Tv5K6oNbIqlViqVEBhF7eRdxvodQpSdn36hQYtOgHZWb98OqjheZSY9IDDqF0tqemBQFlvEBIClQmtuWaKwDBg3i2tWrAOzasYOJkyaV6PoFQShZlhYW9Ozale27d3Pq7FlcGzTAwV73v4UpqancCgkBCh5iGHTrFipVdjKoOP2yMlUQGv9fz6zY69lVWVa1WmBspf22mdm7oDSzISs1geSHN7HMZ7hi7hkNZRm0rbnI3TdLJLMEoXQrnafBBeEJbdq2pVXr1gBcu3qVE8ePP/Pxi+bPJzk5+8Bl4uTJ1KtXT+8xCoJQOJlJMdzb+QUAdp4vYdPgRQNHVDQ5Sa1649SN4qvVR5WeQtTpjQR9r24Unxxv6DArrKy0x8Rc2s6tnycS/PNEYi7vQJWejEllR6p1fhPXqX9R6+WFWNdrg6RQYmxTlYZTNlP7jZXE1ugGRqYgq8hI0P9MhrkNGDRIc3nHtm0lum5BEAzD3c2N+nXrkpWVxZ79+zUJJV0KDApCpVLhYG9fYLLMz++/itXiJLPCEiUyVBLmRjI1LDKJ9T8MaNf4PTdJUmBZ0wOAx2HX8n1MfVsVCkkmNk0iKkX70UNNPDw0l8WMhoJQuolkllBmTFP3E4Hs6qyC+Pv7s37dOgBsbGyY+/HH+g5NEIRCkmUV93Z9QVZyLKYOdajerexWn0iS9F9Sa+jip5JakcfWkKmeIU/QL1mWSb7ny71dXxLw3cvc37eM1MggJKUxldy74vL6UhpM2ojDiyMwtqry1PMVRiZIkoSsNKFSoy4AxF7ZXaLb0LxFC5ydnQE4duQICQli5kxBKO8kSaJ39+6YmJgQHhHBxcuXdb4O31xDDAuiq5kMc/pl1amkIvneFTKTHqE0tcKmbhutl5nDyrkZAI/v5Z/MMjOCOjbZQ8UDizHUsHGuCThu5EryCYJQ+mg9zDC39PR0Dh48yMWLF3n48CGSJOHg4ECrVq3orv6CFoTiGjJ0KHNmzuT+/fvs3L6dkJAQ6tat+9TjPp4zR3Nma9acOTg4OJR0qIIgFODRhS0khZxHMjLBefAnKIxMDR1SsUmShE3D9lg3aEfiTXVPrQe3iD69iZiL/2LnNQT71q9gZGFr6FDLncyUBOKuHyD2yi7SokM1t5tWqU3lFv2x9ehR5P/3Sk36EH99H/EBx6nRYxpKMyvdBl0ASZLoP2gQP6xcSUZGBgf27WPoq6+WyLoFQTAcGxsbunbqxL6DBznu7U3DevWwtbXVybITk5K4c/cukF0FVhCdJbNi1f2ybGVN4/dKrp1RGBX/WDCnb9bjCH9UmRkojIyfekxDOxXB8QoCYyQ6OGm3Hmtra1xq1yb0zh18/fxQqVQoFKL+QxBKo2J/MlevXo2zszMDBw5k4cKF/Pjjj/zwww8sXLiQAQMG4OzszJo1a3QRq1DBGRsbM2nKFCD7LPwPK1c+9ZiT3t7s2rEDgJo1azJ1+vQSjVEQhIKlRN7kwZGfAKjebQpmDnUMHJFu5SS1nqzUij69iaDvhz9VqZUaGYjD7b9JjQw0XNBlkCzLPL5zhbDtiwn87mUiD60kLToUycgU2ya9qDNyBfUnrtc6gWjm2AjTKrWRM1KJ9zui+w14hoGDB2sui6GGglBxtGjalFpOTmRkZrLn4EFkWTeTUfirq7KcatbEtlLB/RxzGsSbm5vjUru21usLjsse3lfHKoWE4DMA2Ll313p5uZnaOWNkYYucmUbKg/x/N3OawAfGFrMJvHqoYVJSEqF37hRrWYIg6E+xPumzZ89m8uTJREVFIcsyjo6OtG7dmtatW+Po6Igsy0RFRTFp0iTmzJmjq5iFCmz8xImYmZkBsH7dOhIT/5tWXZZl5s6apbn+ycKFWFhYlHiMgiA8TZWeQti2hciqTKwbtseu5UBDh6Q3eZNaSzCr1uC/pNaqYUQeXU1mchzxvocwS75HvO8hQ4dcJmQ+jiXq7GZu/jSK25tmEO97CDkrA7Oq9ajRczpu7/yD04C5WDo3KdZsy5IkUbl5PwBir5bsUMMOHTtqKjL27dlDenp6ia5f30QCVxDyJ0kSfXv1wsjIiNA7d7imo15NvuqKq8bPqMpKTU0lRN0g3s3VtVhVSDkzGdZIupr9/VzFBbOq9bVeXm6SJGmqs5IKGGrYUFczGuYeaujrW6xlCYKgP1p/0o8fP87XX3+NLMu8/PLL+Pn5ERYWxpkzZzhz5gxhYWH4+/szdOhQZFnm66+/xtvbW5exCxWQvb09r7/xBgAJCQlsWL9ec9+2f//l/LlzALg3bszI0aMNEaIgCPmIOLiC9JgwjKztqdl3VrGSDWVFdlKrHfXGrf4vqZWRSvSZ3wlc+Srx1/YCkOh/lJTIIFIiAkmPL9mm46WdLKtIDLnA3X8/JXDFKzw48iPpMWEoTMyp3Lw/dcf8SL3xa6ni9RJKM2udrdfWoyeSwoiUiEBSHtzS2XKfx9jYmD79shNp8fHxz53spKwRCVxBKJhd5cp0bNcOgEPHjpGYlFSs5T2KiSHiwQMkScLN1bXAxwWoG8RD8YYYyvJ/ySy7+/sBqOzeXae/95qhhgUks3Iqs27FKsgsRi/9J2c0FAShdNI6mbVq1SoAxo8fz99//41bPhl/V1dX/vrrL8aPH48sy6zMZ1iYIBTVlHfe0Vxe9d13qFQqMjMzmT9vnub2JV9+iVKpNER4giA8Id7/GLFX9wDS/9m77/CoyuyB4987NZnUSa+0QBJ6lY6AKL1Y14LdVXfXde2rrruWXde1ra7r6v7siqAo6grSi4B0EISQhASSQEjvyaROptzfHzcJCaQxmWSS8H6eZ56ZuXPn3nOTzGTumfc9h4hFz6AxtDzVoTdqnNSqJ1trka1mAGzVZaR+fB+pn9zPyXduojxlP5byQqdNM+mJLOUF5O9exsl3byF95ROYknYi2624hw0mbP7jxPzhW8LnP44hLLZTEqMaD1+8opWTSuVvt+s07mr4w+rVXbrvzlBblqskBXNPYqpLYpUn7RAJXEFoxvixYwkNDsZsNrNp69YO/R+onzo4oF8/PFqZqeCselk5lRJVVgmNJGMs3AsqNb6xVzi8veZ41iWzqnKSsFsvHLka7injoZWx2CVOlzmno6FIZglC9+VwAfi9e/eiUqn4+9//3ua6L774Ih9//DF79uxxdHeC0GDY8OHMuOIKdvz4I6kpKWzasIEtmzeTmqJ8ez59xgzmzZ/v4igFQQDlRDZr/WsABE5eime/0S6OyHUkSSJi8TNkrn0Z7LYW10v/WpmWrzb44hY8EPfggbgFD8QtaCB6/0gkVe9M1Mt2K+WpByk5upbylP0gK1+rq/Qe+A6bjd/ohbgFRXVZPMZRCzAl7aQ0fjMhM+9Hpe2aZgWz585Fp9NRW1vL2tWr+dfbb/fokYwn37npgmW2qlJSP76v4f6wP+3owogEoftSqVQsmDuXjz//nJMpKSSdPMngVkZVtUSW5XNTDNtIUJ1wcifDcG0JGmx495/k9C+vdL5haDz8sVYWUZVzoqHDYT2VBNFGO7/kqzlZrGKQseX/ta0ZNHAger0es9nMcSdN+RQEwfkcTmYVFhbi4+NDUFBQm+sGBwfj6+tLYWGho7sThCYefPhhdvyoFOb963PPkdjoW5OXXn21R3/wF4TeQrZbyVz9InZzJe5hgwmadqerQ3I532FXoQ/o2+REvp7fZddhqyqjJi8Fc9FZbFWlVJ7+mcrTPzesI2n0uAUNwC1oYEOiSx/UH7Wu59YHrC3LpeToekri1mMtP/c5wRAxHOPohfjETkeldevyuDz7jUXrHYzFlIfp5C58hzqniHFbvLy8mDlrFps2bCAzM5NfjhxhzNixXbLvztBqAlelJmKhqKkqCI0FBQYyecIEdu/bx6Zt2+jbpw8Gd/eL2kZefj7FJSVoNBoGDWy9ZlX9CC7oWDKrvvh7mFmpiWd0UuH3xiRJwjNiOKXJO6jMjLsgmQUQ46cks5KKVSyIciyZpdFoiI2J4VhcHCmpqdTU1DTU7BUEoftwOJnl5eVFWVlZu17c1dXVlJeX4+3t7ejuBKGJ+QsWMCAqirTUVI7HnZs3f8ONNzLusstcGJkgCPUK9iynKjMelc5A5JK/IKkd/pfTS0mA3HBtHD4H95BoAOwWMzUFp6nJO0VNXgrVeSnU5KciW2qozj5BdfaJJtvR+UWcG8FVd9F6+rvgmNpHtlkxndpDydG1VKT9jPJzALW7N77D52IctQC3AMc7ajmDpFJjHDmP/F2fUnJ0fZcls0CZarhpg1JTbc333/foZFarCdwxS/AZOssFUQlC9zZ5wgSSTp6ksKiIrdu3s/giZxzUj8oaFBWFXqdrdd36kVkGg4G+ffo4FjDn6mWFW1LQuPvi1Xecw9tqjUfECEqTd1CReZzgZh6PcVIR+OHDhnEsLg6bzcaJ5GRGj7wwcSYIgms5fGYxYsQIduzYwccff8zvfve7Vtf9+OOPsVqtjBRvAoKTZGRksPiaa/jX6683WX7jzTdz5PBh/AMC6NuB1sKCIHRMZUYc+buXARA271F0xjAXR9R9aAy+aDz8UHsFkCNFEipnYCsvRGPwbVhHpdVjCIvFEHauHqVst1Fbkq0kt/JTqMlVEl3WymJqizOoLc6g7MT2c/vxMNYltgY1JLp0xnCXTlM0F2dScnQdJXEbsVWVNCz36DcGv1EL8YqeikrT+olXV/IdMY/8XZ9RmX4Ec0kWemN4l+x34eLF/P43vwGUulnP/+1vXbLfzlefwFUU//wdltIcwhc9jcZdfOEpCPU0Gg0L5szhsy++ID4xkaGxsUQNGNCu59rtdhLqRlu1NcWwurqa1LpOhoNjY53SyTDCno7v4Jmd9gWWZ6RSN6s6Nxm7peaCkbsxRiWZdbKkgx0NGxWBPx4fL5JZgtANOfwus3TpUrZv385jjz2GXq/nnnvuaXa9Dz/8kMceewxJkrjtttscDrQ7Ky8v55///Cfffvstp0+fRq1WEx0dzU033cSDDz6Iro1vRISLF92vX7PLr7/66obb5ku4eLIguJKtupzM1X8H2Y7v8DldOqKlJ9B6BxH9wEqsdkjZsIG+855Eo6LNJI6kUqP3j0TvH4nPkJkNyy0VRdTkp1KTl6IkunJPUVucibWyhIq0Q1SkHTq3Da0bbkEDcK+bpugWMgi3wP6dOo3PbjVjSt5FyS9rqTx7tGG5xsMP35HzMI6c32VJooul8wnGc8A4KtIOUXpsA8Ezft0l+w0NDWX8hAkcPHCA+OPHSUtLY0A7T2S7owsSuPYMLCWZ2K21lKfsI/Wje4m89nkMYY5PcRKE3iY8LIzLxo7l0OHDbNiyhXvvuqvNUVYAGZmZVFRU4KbXM6CFz8v1kk6ebCgy35EphgCn6r6fiJDTMQ55pEPbao3WOwStVyCW8gIqs0/g1bdpLc76kVlZFSrKa8HLwdOwxsmsBFEEXhC6JYeTWXfeeSeff/45O3fu5L777uOvf/0rM2fOJDw8HEmSyMjIYPv27WRlZSHLMjNmzOCOO+5wZuzdQnp6OjNmzODMmTOAMkTXbDbz888/8/PPP7NixQq2bduG0Wh0baC9zKfLl/PrO+/EarVe8JhGo+HDTz/t+qAEQUCWZbI2/BOLKQ+dMYzQ2Q+5OqRuSaXRIVksgFIDRKXROrwtrac/Wk9/vAaMb1hmr62mpiDt3BTFvBRq8tOUaYpZiVRnJZ7bgKRC7xfZZIqie/BANB7t+79Vk5tM4OlV1ORGoY081wGqpuA0JUfXUhq/BVu1qX5neEaNV0ZhDZzUI6aeGkcuoCLtECVxGwi6/E4kVdfEvPjqqzl44ACgjM566JHOOznsbC0lcM1F6WR89xy1JdmcXvYgIbN+h9+4a0TdS0GoM33KFE6lpFBaVsb2n35i7pVtfzlUPyorNjoajab19ytndTIsqoZSszLqd2CAHjf/zpsdIUmSMtXwxDYqM+MuSGb56CHEw05upYqTxSrGhtgd2k/jZJboaCgI3ZPDn8hUKhWrV6/m7rvv5rvvviMjI4PPP/+8yTr1mf7rrruOjz76qNd9OLHZbCxatIgzZ84QGhrKsmXLuPLKK7Hb7axatYp7772XX375haVLl7J+fde29u7tbl66lNjBg5nYTB2R3QcOMHrMGBdEJQhCybH1mJJ2KIWdlzyLWt9zC5P3ZCqdO4bwoRjCz30Yl+02zMWZDSO4lETXKWxVpZiL0jEXpVOWuK1hfY1nQNNuisED0RnDkKSmUzfKErbiVpVJWcJWPEIGUnZiOyVH11GVea4DlMYrEOPI+RhHzkfn01yVk+7LK3oKancfrBVFlKcexHvQ5C7Z78IlS/jz008DsLaHJ7Og+QSue/Agou56n6x1r2JK/omcLf+mMiOO8AVPoNZ7uDhiQXA9nU7HvNmz+XLVKo4cPcqQ2Fj6RES0uL7VaiXp5EmgfcmpxsmswbGxrazZupQS5RwvyJ5D6NDLHd5Oe3nWJbMqMo81+3isn5LMSupAMis0JAR/Pz+KiotFR0NB6KY69PWit7c333zzDYcOHWLlypX8/PPP5OfnAxAUFMS4ceO46aabuKyXFuT+9NNPOX78OADffvstkyZNApRE34033ojdbueWW25hw4YNbNu2jVmzRJHTzqBSqbDb7Q3XgiC4hrkwnZwtbwMQPP2eJvWeBNeTVGrcAvoqhdXrim7Lsoy1srhheqIygitFmaZYUUhFRSEVqfsbtqHSueMWFIXWNwytTxBufn0or6vTVRa3nrLjG5EtNfU7xGvQZPxGLcRzwGUurdXVESq1Ft/hcyg6+DUlx9Z1WTIrNjaWQdHRnDp5kt27dlFYWEhAQECX7Lsrqd08ibz2BYoOfUvuj//FlLSDmrxTRF77Au7BrXdhE4RLQf++fRk5fDjHjh9n/aZN3HP77Wi1zY/mTTtzhpqaGjw9PVtNetVz1sispIwiwECEnIFvdOcnszwi6upm5Z3CVlt1QUffaKOdHRmQ3IG6WZIkMWzoUHbu2kVuXl6vfQ8WhJ7MKWPlL7vssl6bsGrNZ599BsDMmTMbElmN3XTTTTzzzDOcPn2aZcuWiWSWkwUGBREcEkJ4eDgTxo/nwMGDZGVlERgU5OrQBOGSY7fWkrH6b8iWGjz6jSFg4k2uDkloB0mSzk1TjJrQsNxmrsJckFY3RfFUwzRFe221MuIq88JvqWVrbZP7MQ+u6tYdFS+GceR8ig5+TfmpfVgqirrkuCRJYtGSJbzx2mvY7XY2rFvHbb2wXAMoxxow/noM4YPJ+N8L1JZkkfbZ7wid/RDGkfN73ch+QbhYs6ZPJzUtjeKSEnbv28fMy5tPGCXWTTEcEhPTrmLuSXXre3h40Ccy0uH4TpzNAyKJ8rGgdvNyeDvtpfMOQucTQm1ZLpVZCXj3b3oeGltXNyu5gx0N65NZoEw1nDF9eoe2JwiCc3XsFX4Jq6qqYs+ePQDMmzev2XUkSWLu3LkAbN68uctiu1RERERw6swZdu7dy5w5c9i5dy+nzpwhoh3fRAmC4Fx5Oz6gJi8Ftbs3EYv+dMFUNKFnUesNGCKG4T/2asLnP0HUXe8x5IkNDLz3EyIWP4Nno8TXBVRqIhY/02sSWQBugf0wRAwD2U7p8U1dtt/FjZqarPn++y7br6sYwocSdfcHeEZNQLbWkr3+NbLWvoy9ttrVoQmCS7m5uTH3qqsA2H/oEDm5uResU1tby8mUFKDtLoagnMuknT4NdKyTod1aS0rdCKjYyECHtuGI+tFZlZlxFzwW0yiZ1ZF+UMOHnasDKaYaCkL3I842HHTixImGKW3DGr3Rna/+sdzcXIqLi7sktkuJXq9v+MZWkiT0er2LIxKES0956gGKDq4CIHzhU2i9xDD83khSaXAL7I/vsKvod+MrRN39frPrRd35X3yHXdXF0XU+48j5AJQcXddQE7SzjZ8wgaC60cZbNm2iqqqqS/brShqDD31/9Q+CZ9wLkorS45tI/fS3mAvTXR2aILhU9MCBDI6JQZZl1m3ahM1ma/J4SloaVqsVP6ORkOC2axMmO6mToSltPxkoXyQPHdB1nWlbS2b195HRqmQqLBLZFY6P7GxSBD4xsZU1BUFwhQ5PMywvL2ft2rXExcVRXFyMpa64Z3MkSeKjjz7q6C67hezs7Ibb4eEtv3E3fiw7Oxs/P78L1jGbzZjN5ob7JpPS9enIzz/j4enpjHAvYLVYSE1NxffgQTQtzLvvKXrLsfSW44Decyy95Tig847FWm0iZ82L2GrK8YqdQXWJBg4edNr2L9if+J10G+ais+RklQMSIDdcl/4Sh96/1KWxOaKt34fd4klGXi1yVhJ5P6zALSS6S+IaP2ECa3/4gerqav7v3XeZ1sL0osY6+rc1Zfz4tldqwaFWXv8XFZdmEDVD7qZg18fYso5zLOFm/Cffgmd/x2Nzlq567Tbe8vgO/E4O/vxzx4OpY7PZSE1NxejlhVrdM+vg1euJx+JvNFJUVER2djafAsOHDm04jmO//EJ2Tg6B/v4cOny4zW1tbDRrxNPLy+G/k/SfviKnLBjIxHSmgoNZjif7L+Z3Yq2xk5lVDtnHKOy3C5XWvcnj/iUGzprUrP6pmnHBF3Y/b4/qmpqG2/sPHmz3z6ijf1tTxHRGQWgXSe7A14uffvopDz30EBUVFQ3LmtucJEnIsowkSRd8i9BTffHFFyxduhSAU6dOMXBg80VKt2zZwuzZswHYu3dvs7W1nn/+eV544YXOC1YQBEEQBKGdOjLyTNS36hzidyIIl46uGv0rCD2dwyOzNm3axD333IMsy7i5uTFp0iTCwsLQaJxSU/6S8vTTT/Poo4823DeZTERGRrJp27ZOHZl1+MABxk6Y0CNHBDTWW46ltxwH9J5j6S3HAZ1zLGWJ2yg59A2SRkvo/KfRGUOdst3WiN9J92K3WrDLNByHSgKVpmceS3t+HzUFp8ld/yqSRkvE9S+j1huaXc+ZampqWDhnDjU1Nfj6+rJ6/fq2Ryy48G9r94EDLT7maFyy3UbZsXWUxm0AQOffh8Dpv0br1XX1eRrrqp+vs7a8e8cOJ21JGXHy89GjjBs1qseMZmpJTz6WbTt2kJWdTWBgIFfNnMm2nTvJy8vD38+PBXX1etvyx6efZu++fQB8+9VXBLdjauL5Sk9sZcuJEr7S3s3QACsvTOpYfbuL/Z0UHV5Feeo+vKMvx2/U1U0e+z5Fy/ITbkwJt/DImJrmN9AOT//5z+zavRuAlStWENHKjJx6PflvSxB6EoczT6+++iqyLDNp0iRWr159ybUq9fI616mjtRoWjR9r/JzG9Hp9s7Wexowbh7e3dweibJnFYqG0sJBx48e32N63p+gtx9JbjgN6z7H0luMA5x9Lde4p0n7cRki4F2FzH8FvzBInRNk28Tvpfn7JsrI+Ppop/YyMDu+5X2i15/chy5eRkr0Rc8FpQg2l+I+d0SWxzZ0/n++/+47S0lJsNhsTmxnl3Zgr/7Yua2U6XIfimjiJ8tRFZK75O7bqElRH3yVi4VN4x0zrYMQXr6t+vjonbWf8uHFO2hJYrFZKyssZN3Ys2h7+BXZPPpbY6Gje/+QTai0WKqqq0Gq1hIWFMWvGjHb/vnNycgDw9PRk4fyL7xoqyzIn49+DiIXodGO4bLCF8eNq235iKy72d1LqXUVGTTxu7qUMOu+4q4PVfF3hRomvnfHjHE+yTZsypSGZpZKkdv18e/LfliD0JA4XgD98+DCSJPHpp59ecoksgLCwsIbbWVlZLa7X+LHGzxEEQeip7LXVZHz/V2S7Fa/oqRhHL3Z1SIILrU6WOFUTyJrk3j+VSZIkjCMXAEoh+K6yaMm5ZPEPq1d32X67G6+oCUTd8yHu4UOxmys5++1fyNn2LrLNsXo4gtBTeXt7M7OurtLhX35paEo1JCamXc+vrKzk9JkzgNLJ0JGpqFXZidSWZZOl6Q/AQF/7RW+jozzChwNQU3gaa7WpyWP1HQ1Pl0mYO1DlpnFHw/iEBMc3JAiC0zmczLJarXh6ejJo0CBnxtNjDB48uKGFbXwrrVrrHwsJCWm2+LsgCEJPk7PlbWqLM9B4BRA+/wlRj+USlGWC+DxIyIcNKcr/wvUpKhLyleVZpjY20IP5DrsKSa2lJu8U1bknu2Sf8xYsaJiqsub77y/peio67yD63/ov/MffAEDRga85veJhLKZ8F0cmCF2nrKyM0JAQgoOCGt4PVCoVlVVV5OTmUlZW1urzk5KTG2472smwJHELANk6pRmGK5JZWg8jer8+AFRmHW/yWLBBxkcvY5MlUksdPuVt0tHweCvnfIIgdD2HX9lRUVGYzeZeU9D9YhkMBqZMmQLAxo0bm11HlmU2bdoE0FAEvruoyU0m8PQqanKT215ZEAShTtmJHZQcWw9IRCx6Bo3Bx9UhCZ1IlqGsBtJK4FAWbEqBL+JgxidwzUq4+ksorpu9UVyt3L9mpfJ4b6Ux+OAdPRWAkqPru2Sf/v7+TJ2mTKdLTUkh6cSJLtlvd6VSawm98gH6XPc3VHoPqjLjSfnoXsrTDrk6NEHoEu988AGfLl9OXv65JK7dbufjzz/nk+XLeeeDD1p9fmJSUsNtR5JZdksNZad2Y0FLtlX5sj7K1zVJdo+IEQBUZsY1WS5JEGNUEmzJxY4nswZGReHm5gZAfGKiw9sRBMH5HH5l33rrrVgsFjZs2ODMeHqUO+64A4Dt27dzoJmCp6tWrSItLQ2A22+/vUtja0tZwlbcqjIpS9jq6lAEQeghastyyVr/GgCBk5fi2W+0iyMSHFFtgUwTHMuF7afhmwR472f4x0/w+Ca463+w+AuY+iEM/Q+Mew/mLINbvoHfr4Pntp+/RanJtQT8bjzYe/HgIeMoZaphacIW7BZzl+xz0dVXN9xe8/33XbLP7s47ZhpRd7+PW/AgbNVlpK/8I3k7P0a2X5pftAqXjsXz5zfMEDmfSqVi8fz5rT4/sVFC3JFkVtmp3dgt1RR4j8aOhKdWJsjgmjd9z0glmVWRefyCx+qnGiYXOz6CXK1WMzg2FoDU1NRWayULgtC1HK5I9/DDD/Ptt9/yu9/9jpiYmEtyuuEdd9zBW2+9xfHjx7nuuuv47LPPmDVrFna7nW+//ZZ7770XgHnz5jFr1iwXR6uciNqqykCSKE/aAUB50g6qR80HWUZt8EHnE+LaIAVB6JZku5XM1S9iN1fiHjaYoGl3ujqkHi8+X+Lt3MmE5EuMbrs5UossNiipgaIqZXRUURUUVUNx3XVRo+viaqiyXPw+PHXg5w7+BvCvu7bZ4ZtmvqSWgXcPwvcnYGE0LImF6F5WWtOj3xi0PiFYynIxJe/Ed1jnj75etGQJjz/8MKDUzXryT3/q9H32BHpjOAPu+A85W/5DyS8/ULBnGVWZ8UQu+TMaT1HeQeidhg0ZQoC/Px9//vkFj925dCkhbXQmPNHBZFZJovJleHH4XDgLUb52XFVxQKmbJWEuSsdaVYrG4NvwWH0yK6kDI7NAqZv1y9Gj2O12TiQlMXbMmA5tTxAE53A4mfXll19y22238eyzzzJy5Eiuv/56JkyY0GLHvnrdbYRSR2g0GtasWcPMmTM5c+YMV155JQaDAbvdTk2N0gJ29OjRrFixwsWRKk6+c9MFy2xVpaR+fF/D/WF/2tGFEQmC0FMU7FlOVWY8Kp2ByCV/QVKL7jwdda5wuq1JMkuWoczc/uRUqQMdx7VqCKhLSvmdd+1/3rWfO+ib+XUn5CvJLAkZGanh+or+cCALssvh/cPKJTYAFsUol9DWPyb0CJKkwjhyPvk/fUzx0XVdkszq168fw0eM4HhcHIcOHiQ7O1s0lqmj0ugJn/cYHpEjyN7wTyrTj5Dy8b1EXv0sHn1Gujo8Qeh26kdmeXt7ExF+cd+m1Jbl1NWnksj1UkZoDzJ2fb2sehp3b9wC+lFTeJqKzOP4Rp/rcFqfzDpZ0rFkVuO6WfEJCSKZJQjdhMNnI3feeWdD0V9ZllmxYkWbSRtJknpVMguUD5dxcXG8/vrrfPfdd5w+fRqtVsvQoUO5+eabefDBB9HpnNVcuWMiFj9D5tqXobnh9yo1EQuf6vqgBEHo9ioz4sjfvQyAsHmPojOKE2hHZZmgpBpyK+B/J5QP118nqjheoNSmKjcriSzrRZ4XqCQwup1LQvm1kZzy1NHhb9H93CHAACEeMkPtx0hQjSC3UuL5mWB0V6YwrkmCnWcgqVC5vL4HLguHxbEwdyD4uHUsBlfyHTGX/F2fUnX2GOaiDPT+kZ2+z8VXX83xOKUuzNo1a7jvN7/p9H32JL7DrsItJJqM757DXHiG0yseIXj6PQRMuhlJ6tjJrCB0NwaDAQ+DAS8vLzRaLVaLhfLycgwGQ6vPq6io4Ex6OuBYJ8OSxG0AePYZxZlq5dsJV9XLqucRMYKawtNUZsY1SWZF1yXZ8qtUFNeAn4P/c85PZgmC0D04nMzq06eP6GBVx8vLixdeeIEXXnjB1aG0ynfYVegD+jYZiVUv6s7/4h4S7YKoBEHozmzV5WSu/jvIdnyHz8F36JWuDqnHssvnF0ZX/ofW2iSO5V64vpeu/ckpXzdQd/G5eqgX7LgLJLuNbRvSeXbeUGSVqmEU17xByqW0BjaegjXJShH5g3WXF3bAjH7KaK0r+jc/+qs703kH4TlgPBWp+ymJW0/IzPs7fZ+Llizh73/9K6BMNRTJrAu5BfQl6s7/kr3xTUrjN5O34wOqMuMJX/Q0GndvV4cnCE7j7eXFA/fdh12W2bpzJ1dOn45KktBoWn8zbdzJsL4WVHvJsp2SE0oyyzjkSlITlP9jUS7oZNiYZ+QIio6uvqAIvIcWIr3sZJSrSC5WMSnMsTiHi46GgtAtOfzR8cyZM04MQ+h6EkplE4XdWuu6UARB6JZkWSZrwz+xmPLQGcMJnf2Qq0PqkcrN8L8TsPxY6+upJHhoIlwzuOWpfd2NXgOWuhpckgS6ZmL2dYObhiuXbBP8cBJ+SILkItiSqly8dDBnoDJia3x41yfmHGUcOZ+K1P2Uxm0i+PJ7On367ajRo4mMjCQjI4Pt27ZhMpnw9hYJmvOpdO6EL3oaQ58R5Gx6i/KUfaR+dC+R1z6PIezi6wMJQnel0WiwWK2AMgOmrUQWdKz4e2VGHJbyfFQ6Dzz6TyJtr/Jm7epklkf4MJBUmEsysVQUofX0b3gs1q/jyazg4GACAwIoKCwUI7MEoRvpIR8XBWfRGHzRePihDxlESfDloFIDUBq3ycWRCYLQ3ZQcW48paYcyDXnJX1DrW5+6IDSVWgwvbIdpH8HfdsLpUvDQwYIWBsF+d5PSBTDUq2ckshwR5g33j4O1t8IPt8C9YyHEE8prlfpbt38H0z+Gl3cpNbnkbt4R0WvQJNQGI9bKYspT93f6/iRJYuGSJQBYLBY2b9zY6fvsqSRJwm/UQgbc+S46YxgWUx6nlz1I0aHvkLv7H5YgdKKOJLNKErcA4BsznaxqN2ptEjq1TISna19Tar0n7oEDAKg8r6vhuY6GzqmblV9QQH5+foe2JQiCc4hk1iVG6x1E9AMr6Xvrf6gIGEvY4mcBKDm6lqpMMWxWEASFuTCdnC1vAxA8/R4MYRc3FeFSZbPDtjS4838w93NYHgeVFhhghOdmwO57lAQOKIXTG19famID4Y9TYefdsPw6uHEYeOshrxI+OgJXfwnzl8N/D0KmydXRNk+l1mIcMQeAkqPrumSfi6++uuH2mu+/75J99mTuwYOIuut9vGMuR7ZbydnybzL+9wI2c6WrQxMElziRlNRw+2KSWTZzJWUpe4G6KYaldaOyfOzdYjStR8QIACrOm2rYkMzqYBH44cOGNdwWo7MEoXvoBm89QldTaXQN9c68Bk3Gd/gcQCZz7cvYLQ60xRIEoVexW2vJWP03ZEsNHv3GEDDxwk6oQlNlNUoC5srP4Dc/wJ6zymTuWQPg02tg421w60il8Hp94fShgTI3+h9laKBMQF3tq0uRSoIJEfDiLNj7a3h3oTLlUKeGlGJ4Yx/M/ARu+hpWxCkF9LsT48j5AJSnHsBSXtDp+5t2+eX4+voCsHH9emprRZmAtqjdPIm89gVCrvw9qNSYknaQ+vF9VOeluDo0QehyjTsZhl9ER9Sykz8h22rR+/XBPTj6XDLLxcXf69Uns86vmxVTVwT+VIkKWwdmQzYuAn9cJLMEoVtwykSGvXv3snv3bjIzM6msrGxx+LYkSXz00UfO2KXgRKFX/Z6KM4epLc4kb8cHhF71oKtDEgTBhfJ2fEBNXgpqd28iFv1JdAFrRXIhfH4MVidBjVK2BB89XD8Ulo6ASJ8Ln9NW4fRLmV4DV0Upl3IzbExR6mvtz4TDOcrlxZ0wrS8siVUKx7trXRyzfx8MEcOpyjxOSdwmgqbc2qn702q1zFuwgC9XrKCsrIyfdu7kyquu6tR99gaSJBEw/noM4YPJ+N8L1JZkkfbZ7wid/RDGkfNFUyPhklBRUUH62bOAMirrYv7uixO3AsqoLEmSSCntHsXf63mEDwVJRW1ZDrWmfHTeQQD09ZbRq2WqrRIZ5RL9fBxLvomOhoLQ/XToo/OpU6e45ZZbOHLkSJPlsixf8OZYv0wks7oftZsX4fOfIP2rJyk69C3e0dPw6DvK1WEJguAC5akHKDq4CoDwhU+h9QpwcUTdj9UOW1OVJNbBrHPLY/zhtlGwOKbtBEt7Cqdf6rz0cMNQ5ZJbAetOwpokSCyA7aeVi4cWZg9UOiJOigSNi/KuxlELlGTWsfUETr6l0xPAi5Ys4csVKwClq6FIZrWfIXwoUXd/QOYP/6AidT/Z61+jKiOOsDkPo9JdosMjhUuGo1MMa4rPUp2bBJIK39iZAI1GZnWPZJZaZ8A9eBDVuclUZsahG6J0X1arYJDRTnyhmuRiFf18bA5tvz75J8uySGYJQjfh8KetoqIirrjiCg4fPkxQUBA33HADsizj5ubGrbfeyqxZs/D09ESWZfz9/bnjjju4/fbbnRm74EReURMwjloAQOa6V7HVVrk4IkEQupq1opjMH14GwG/sNXgPmuziiLqX4mr4v0NwxSfw4HolkaWWYO5AWHE9/LBUqfvk6pFCvVGIJ9wzBlbfAutvhd9eBhHeSj2y/52Au79XCu2/uBPicru+cLxP7HRUeg8spdlUph/t9P3NnjsXnU4HwNrVq3tMQfP4fIm3cycTn+/aUVAagw99f/USwTPuBUlF6fFNpH76W8yF6S6NSxA6m6PF30vqRmV59RuH1sMPWYaUumTWQGP3SGYBeLZQNyu2rm5WUgeKwBsMBqKiogBISEzEZnMsKSYIgvM4/Ir+17/+RVZWFhMmTCA1NZWVK1cC4OPjw7Jly9i8eTPZ2dk88cQTFBYW4u7uzieffOK0wAXnC5n1O7TewVhKs8n78X1XhyMIQheSZTuZa1/GVlWCPnAAIbN+4+qQuo34PPjjZiVZ8s+9kFMBRnclobL9Lnh7AYwPV0ZYCZ1vkD88Ohl+vBNW3gC3DAejGxRWwWdH4bqvYM4yeHs/pJd2TUwqnTs+Q64AlC6gnc3Ly4uZs2YBkJmZyS/njZDvrlYnS5yqCWRNsutfLJKkInDyUvrf8gYaDz/MhWdI/eR+ShO2uTo0Qeg0jiSzZLuN0hM/AmAcoowCzauSqLRIqCWZft7dJ5neuG5W4yR/dF3C7WQHi8APGzIEgJqaGlLT0jq0LUEQOs7hV/S6deuQJImXXnoJg6H5du0eHh688sorPPTQQ7z33nusWrXK4UCFzqfWexC+4AkAio98T8Xpwy6OSBCErlJ06Fsq0g4iaXREXv0sKo3e1SG5VK0NfkiGX30N16xURv/U2mBYELxyFey6W0mohHq5OtJLlyTB2DB44QrY/Wt4bxEsiAY3DZwuhX8fUAryX/8VLDsKRZ084NivbnSzKWkn1urOb7+4aMmShts/rF7d6ftzVJZJSQgn5MP6U8rHzvUpKhLyleVZLu5U6dF3FAPv+RCPvmOwW2rIXP03sje+id1qdm1ggtAJGiezBse2r0txefphrFUlqN298ep/GQCpdfWy+njL6NTOj9NRHmFDkFQaLOUFWEy5DcudMTILREdDQehuHH5Fp6amIkkS06ZNa7K8ua46Tz31FADvvy9G+3R3nv3H4TdG+YCcte5V0bpauKTV5CYTeHoVNbnJrg6lU1XnniLvx/cACL3yAdwC+7k2IBcqqFRG9Mz4GB7dCL/kgFal1GT6+lfw3U1w7RBEsfZuRqeGKwbAv+bBvnvh1dkwtY/SKfFYLvxtJ0z5EO75XinWX9lMA8COToFzC4nBLSgK2WahLH5rxw6oHRYuXtxwe83333f6/hw14xMlIXz1l1BS1zC5uFq5f81K5XFX03j60e/m1wiccjsgUXxkNWnLHqS2JNvVoQmCU9Uns3x8fAgLDW3Xc+qnGPrGzESlVubRp5R0r3pZ9VRaN9yDowGoyDg31TCmLpl11iRRZXF8+006GsbHO74hQRCcwuFklsViwcfHB43m3Cd6g8FAeXn5BesGBwfj4+NDXFzcBY8J3U/wFfej9Q3FYsojd9v/uTocQXCZsoStuFVlUpbQ+SemrmKvrSbj+78i2614RU/FOHpx20/qZWRZSVo9sgGmf6yM6CmogkAD/GEC7Lgb3pgLo0PFVMKewFMH1wyGT66B3ffAM5fDiGCwyfBTOjy+CSZ9oCQrd5wGS13Zk45OgZMkqaH2ZMmxdZ1exyo0NJTxEyYAEH/8OGnddMrL63OUAswK6bxrpSPlkWywuficWFKpCZ5+N31vfBm1uzc1uSdJ+fheTMm7XBuYIDiJyWQiIzMTaH8nQ2t1GeVpB4BzUwyh+xV/b8wj8txUw3r+7hDgbkdG4lQHphqKjoaC0L04/GoOCwujrKwMq9XasCw4OBir1XrBByqLxYLJZKKsrMzxSIUuo9YZiFjwJAAlR3+gPO2giyMShK5TW5ZLdU4y1bknKT+xHYDypB1U556kOieZ2rLcNrbQs+RseZva4gw0XgGEz3/ikmpPb7bCd4lw7UplOuHak2CxK0mrN+YqSawHJ0KQh6sjFRwV6AF3joZvb4LNt8ODE6CPD1RblWmk966BCR/AH9bBDyc7PgXOd+hVSGotNfmpXTKic/HVVzfc7q5TDZfEwrc3tvz4j6fhxlUw+UN4cjNsSml+5FxX8YqaQNQ9H+IePhS7uZKz3/6FnK3vItusbT9ZELqxpORz70lD2jnFsDR5J7LdiltQFO6B/RuWNxR/9+0+9bLqnSsCf7zJlwoxfsrt5A4kswb074+7u9L1NCExsQNRCoLgDA6/mvv3748sy2RkZDQsu+wyZR718uXLm6z76aefYrfbCQ8Pd3R3Qhfz6DsK/3HXAXXTDWsuHHEnCL3RyXduIvWT+0n9+D5s1UoC3lZVSurH95H6yf2cfOcmylMPUFuW12M6iLWk7MSOumLVEhGLnkFj8HF1SF0ipxze2AvTPoYnt0B8vjJN7drB8L+blOmEi2LoVnVAhI7rb4Q/TIStd8CqG+G2kcrycjNsSAGTWUnkdmQKnNrdC+/Y6cp2jq5zZvjNWtiobtbabprMakxCbnL96CRYGA1eOuXn/t0J+P06uOx9ZUroimPK67Wr6byDGHDrW/iP/xUARQe/Jm35Q9Sa8oFLZwq60Ls4Uvy9JHELAMbBVzZZntqQzOp+I7MMobFIag3WyiJqS89NFY6pKwKf3IG6WWq1mqF1ReBT09KorBTlWATBlRyu+jF79mx+/PFHNm7cyG9/+1sAbrvtNr7++mtefPFF8vLyGDVqFMeOHeODDz5AkiSubvQNotD9Bc/4NeWp+6ktySJn67tELHzS1SEJQqexW82UndiJ1hiOpSSr1XXTv1JeCyqdAX1AX/SB/XEL6Is+oB/6wP5ovQK7/Qin2rJcsta/BkDg5KV49hvt4og6lyzDwSxYfgy2pCpTzgBCPGHpCLhhKPg338tE6GUkCUaFKJfhwfDUFrA3yUsrr121Sin2f7GMIxdQlrCVssQfCZ31O1Q6d6fE3ZzY2FgGDhpEyqlT7N61i8LCQgICAjptf47yc4cAA4R4yAy1HyNBNYLcSomrBytNFCw2OJytjNLalgZny5QpoT+lw/M7YHCgMh1x1gAYGqTUQutsklpD6JW/wyNyOJlrX6Y6K4HUj35NxJI/U3Zyb8MUdK/IYW1vTBC6gSbJrLqETGuqC1KpKUhDUmvwjZnRsLykBopqlBfhgG6YzFJp9BhCBlOZdZyKzDj0RmUwRX0R+I4ks0CZavjz4cPIskziiRNcNm5ch2MWBMExDiezlixZwjvvvMOuXbsaklkLFizgpptuYuXKlfzf/52rtSTLMoMHD+bZZ5/teMRCl1Hp3Alf+BSnP/8DpXEb8I6Zhvegya4OSxCcylycSfEvayiN24itvgOZpAL5wg9oxtGLsFWXYy48g7k4A3ttFdXZJ6jOPtFkPZXeA31AX9zqklv1tzXdJMkl261krn4Ru7kS97DBBE2709UhdZpqC6xJVpJYSYXnlo8PV0bmXBkFmo59rhV6sGsGQ7S/MhLrfH+YoEyRu1gefUei9Q3DUppNWdJOjCPmdjzQFkiSxOKrr+aN117DbrezYd06brvjjk7bn6NCvWDHXSDZbWzbkM6z84Yiq1QNjRS0apgYqVyengapJUpSa3sa/JILJwqUyzsHlWm/M/srya3JfZTulZ3JO2YaUUEDOLvqGcyFZ0hf+Uekum6v5Uk7qB41H2QZtcEHnU9I5wYjCB1wsSOz6gu/e/WfgMbdu2F5/aisUA87HlonB+kkHhEjqMw6TmVmHP7D5wEQ3SiZJcuO18A8v26WSGYJgus4/BEgOjqaM2fOXLB8xYoVzJw5k6+++oqMjAx8fHyYO3cujz32GD4+l8YUlt7EI3I4/hNuoOjA12Rv+CeGiGFN/qEJQk8k262YTu6l+MhqKs8cbliu9Q7GOHoh7qGxpK98AmWEhtxw7Td6Ee4hSpcc2WbFXJyJufAMNQWnlQRXYbqS5DJXUp2VSHVW03oKSpKrH26B/ZRRXHW3NZ4BXZrkKtiznKrMeFQ6A5FL/oKk7n2t+TLKYEUcfJMAZWZlmZtGSU7cOgJiA10bn9D9SMjIjV7zb+4DXze4ZcRFbkdSYRw5n/ydH1JydF2nJrMAFi1ZwhuvKaMsf1i9ulsms0DpAGqp6yImSaBr4W1HkmCgn3K5fxwUVcHOM8qord3pkF8JX8UrFzcNTI5URmzN7K/USOuU2I3hmAvPNNyXrcqbSv0U9HrD/rSjcwIQBCeoT2YZjUZCgoNbXddus1CatENZf0jTIaop3bj4ez3PyBHkH1hBZWYcsiwjSRKDfO2oJJkSs0R+lUSwh2OlIoaLIvCC0G04/QxGkiTuvfde7r33XmdvWnCR4MvvofzUPmqLM8jZ8jaRi59xdUiC4BCLKZ/io+soOboOa0X9MB0Jz6gJ+I1ZjFfUBCSVGospH42HH2qvAHKkSELlDGzlhWgMvg3bktQa3AKVZJTP4BkNy+02C7XFmZgLzlBTeAZzfaKrOLMuyZVAdVbTDz8qN09lFFejBJc+oB8aT3+nJ7mqMuPJ370MgLB5j6Izhjl1+64ky7DnLCyPgx/ToP5jaoQ33DoSrh8CPm4uDVHohs6fAhevGkFqiUSNFZ7bDuW1SlLlYhhHzCX/p4+pyjyOuTAdfUDfzgkemDBxIkFBQeTn57Nl0yaqq6ubdJru6fwNcO0Q5WK2KtOFf0xTklvZ5cr1j6eVdUcEwxUDlFFbsQHO7T4asfgZMte+DHbbhQ+q1EQsfMp5OxMEJysrKyMzSymhMDg2ts3PFuVpB7HVmNB4+OHVd0yTxxrqZRm7b91Q9+AYJLUOa1Up5uIM3Pz7oNdAf2+Z1DKJ5BIVwR7NvJbbofHIrOPx8c4KWRAEB/SeTztCp1Fp9UQsepq0Zb+nLH4LPjGX4x0zzdVhCUK7yLKditOHKT6ymvJTexumD6oNRoyj5uM3aiE639Amz9F6BxH9wEqsdkjZsIG+855EowKVRtfm/lRqLW6B/XEL7E/jsah2m4Xaooy6kVxnGkZ01ZZkYa+poCoznqrMph+K1G5eSk2ugP7nRnMF9kPj4XfRSS6lYPFXZJ+pBtmO7/A5+A69su0ndjPx+RJv504mJF9idF1PkYpa+P4EfH4M0krOrTuljzKVcEY/pf6RIDSn2Slwkop3DsF/D8Hre5Qi8Y9Nbn9yROsVgFfUBMpT9lESt4GQK37TafGr1WoWLFrEJx99RFVVFdu2bmXO3M4dDeYqeg1M66tcnp2hTB3+8bSS3IrLO3f51z4I81KSWlcMUKYV6zv4idd32FXoA/o2GYlVL+rO/zaM2hWE7uhEUlLD7fZ0Mmwo/B57BZKqaTeU1FLljbA7Fn+vp9JoMYQNpjLjGJWZcbj59wEgxs9OapmK5GIVl0c4lswKDAwkOCiIvPx84hMSGkZ+CYLQ9UQyS2gXQ/gQAibeROG+L8ja8AaGyOFNRqkIQndjrSqlJG4jJb+sobbkXDcbQ5+R+I1ejHfs5ajULRd7UGl0SHVzYiRJQqXpWGEIlVqLW9AA3IIGNE1yWWupLc48N1WxbkRXbUkWtpryVpJcSmLLLaB/3XU/1B7GFj9QlcVvwa0qGxugM4YTOvuhDh2Pq6xOljhVE8iaZBtGA3weB98lKgktAA+tMoJj6QiI8nNtrELPccEUOC08Ohk8dfDaHnjvZzCZ4fmZ7S8+bhy1oC6ZtYmg6fe0+n7TUYuuvppPPvoIgB++/77XJrMakySlMPzgQHhgvDL9cEddAfm9GcqoreVxysVDC1P7Ksmt6f2c0eyh6RR0QejuLqZelqWymPJ0pQSDceiFXTB6wjRDAM+IEVRmHKMiMw7/kQsBJZm1/jQkF3cs+TR82DDyfvyRwqIi8vLz25y2KQhC5xDJLKHdgqbdSfmpvZgLz5Cz6S0ir3nO1SEJQhOyLFOVGU/xkdWYknYi25SzU5XeA9/hc/AbvRi3wH6uDfI8Ko2uIcnVmN1qrktyKVMVawqV0Vy1Jdl1Sa7jVGUeb/Ictbu3Mk2xLtGldvdB4+6D2uBNWcLmhvUCp95BbXFGjylYnGWCkmrl5HVDivIh+qsEFcsbHX5/X2Uq4TWDwUvvmjiF3ue+ceCth2d/hC+PK0nTV65SCpa3xStqIhoPP6yVxZSf2odP7OWdFucVs2ZhMBioqqpi3Q8/8NY773TavrqrIA/41TDlUm2BfRnKqK3tp5VE16YU5aKSYHQIzByg1NqKMrZ/xJ3G4NvmFHRB6I6ajMxqI5lVeuJHkO0YQmPRGyOaPFZpgeyKnpHM8ohQCh5WZh5Hlu1IkooYJ3Y03Prjj4Ay1VAkswTBNUQyS2g3lUZHxKKnSf30t5Sd2I537PQmtYIEwVVs5kpK47dQfGQN5oK0huVuIdH4jVmC75ArUOncXRjhxVNp9LgFReEWFNVkud1qxlx0FnOBUnC+pvA05oK6JFe1iaqMOKoy4lrddtYPLzXc7gkFi2d8cuEyi73p2efG29s/YkYQLsZNw5URWk9shh+SobIW/j2/7WlrklqD74i5FO77gpJj6zs1meXu7s7suXP5/rvvKCgo4MD+/Z22r57AXVtXO2sA2GVIyFdGbP14WumKeDhHuby+B/r4KCO2Zg2AsWGtJyo7MgVdEFypycisIUNaXE+W5XNTDIdcOCrrdJmSBPJzk/Hr5jUoDcHRqLRu2GpM1BSm4x7YvyGZlVKqwmIHrYM5rfM7Gl41a5YzQhYE4SKJZJZwUdxDYwicfCsFe5aRvfENPCJHoPEUc3kE16jOS6H4yGrKErZir60GQNLo8Rk6C7/RizGEtV0XoqdRafS4Bw/CPXhQk+V2S12Sq/A0NYXpmAvOUJWVgK2qtIUN9ZyCxU9OhVd310/maZqxUquUkTIikSV0poUx4KGDB9cpCZFfr4b/LlKSXK0xjpxP4b4vqEg7SK0pH513UKfFuGjJEr7/7jsA1v3wAzMv77zkWU+ikmB4sHJ5eBJkm5TRWj+ehn2ZcLYMPj2qXLz1cHlfJQl2ed/mG0aoNDoSsqxK7b4CFaPDxUdpofurT2b5+fkRHNTy+1B1bjLmkkzls9SgC99DUkqUf7bdfVQWKF8oGMKGUpF+mMrMONwD+xPuKeOhlam0SJwuk4h2sIj98GHDGm6LjoaC4DriP7Bw0QKn3kb5qT3U5KeSvfFNIq/7qyh8KHQZu9VM2YkdFB9Z06QroN6/D8bRizEOn4Pa3cuFEbqGSqvHPWQQ7iFNk1yVmcc5vezBC9bvCQWLy83wzkFYdrTlqjTf3ghDOy8/IAgNZvaHj66G+3+A/Zlwx3fw4RIwtjLoU+8XgaHPSKrOHqM0biNBU2/vtPjmLViAWq3GZrOxds0aZkwTjVqaE+YNS0cql4papQPqj2mw/YwynXntSeWiluCy8HNF5Pv6nttG49p99Y0oBKG7Ki0tJStbqR06pI1OhvWjsnwGTkatv7C4XEMnwx6QzAKlblZ9Mitg9BJUEkQb7fySr+ZksYpoo2NF4GNjYlCpVNjtdtHRUBBcSPR3Ei6aSq0lfNFToFJjOrmLssRtrg5JuASYizPJ2fYuyW/fQNYP/1ASWSo13oNn0m/pmwy87zMCxl9/SSayWqPS1BeQks677r5sdlh5HK78DD46AhY7jKlrOCk1jM8SRZeFrjchAj6/FoxuSte8pd9CXkXrz/EbtQCAkmPrkeXOOwH09/dnal0CKzUlhT/+8Y8cOXy40/bXG3jqYM5AeGU27Ps1fHUD3DcWBvqBTVaSli/tUt6LZn0KT2yCbxLO1e5bn6IiIR/i85TafoLQHbW3XpbdUkPpyZ+A5qcYQs8p/l6vvm5WRdZxZLuSuIqtm2qY1IG6We7u7gyMUspAnEhKwmq1djBSQRAcIUZmCQ5xDx5E0NQ7yP/pY3I2vYVH39FoPf1dHZbQy8g2K6ZTeyk+sprKM+dOyrTewRhHL8I4cp74u2tDTytYfCATXtwJSYXK/QFG+NPlEO0P166EEA+ZofZjJKhGkFsp4dezSqEJvcDwYFhxPdz1PzhVBDd/A59dA5E+za/vHTMdlf4tLGW5VJ45gmf/cZ0W28IlS9i5YwcAp06d4ssVK5gwcWKn7a83UatgTJhyeWIqpJfWFZBPg0PZynTEs2Xw/bm8AMXVcPWX5+6f6plNYoVernG9rMGxLZdfKEvdh722Cq13MB4Rw5tdJ7UhmdUzvlByD4pCpTNgN1dSU3ga96CBRDuxCPzJU6cwm82kpKYSGxPjjJAFQbgIIpklOCxw0i2YTu6mJvck2Rv+SZ/r/y6mGwoAxOdLSj2RfMmhKRgWUz7FR9dRcnQd1oq6rAYSnlET8BuzGK+oCUiqdrQTE3pMweKMMnhlt9JtDJTaNQ9OgKUjzhVk3nEXSHYb2zak8+y8ocgqVZtFuAWhMwzyhy9vgDv+p/zt3rwKPrlGWX4+lVaP79CrKD7yPSVH13VaMis9PZ3+A5p2Rf3mq6+44667kGUZ/4AA+vbt2yn77o36+sJdo5WLyQxv7oUVcefX7lOu62v3CUJ31KT4eysjsxoKvw+ehSRdmOiptUG6SfmbH2jsGSOzJJUaj/BhlJ8+SEVmHO5BAxtGZiWXdCyZNXzYML77/ntA6WgoklmC0PWcdhpQUFBAeno6VVVVXC6Kjl4SJLWGiIVPkfrxfZSf2ktp/GaMw+e4OiyhG3Cknogs26k4/TPFR9ZQfmov1E3HURuMGEfNx2/UQnS+oZ0Yde+l0uiQLBYAJElCpdG6OKJzKmvhvZ+V6YS1NqVY883D4Q8TuWDUlV4DdYeBJIFOJLIEF4r0gZU3wJ11I7SWfqPU1BreTId246gFFB/5HtPJ3VirytAYWhjG1QHR/fpdsKygsJCJY8c23DfLPWM0RXfjrYfnZsL1Q5uOxKonavcJ3Vl7klm1pnwq6zohGwc335kv3SRhkyU8tDIhhp7zXuIRMYLy0wepzIgjcMy1RNcl4rIrVJTXgpeD3+2d39Hwhuuuc0a4giBchA7XzFqzZg1jxowhJCSECRMmcMUVVzR5vKSkhLlz5zJ37lwqKys7ujuhm3ELGkDQ5XcBkLP531hM+V0eQ/0ooPh8MSrMlbJMSt2QA5nwvyTlrWXdqbbriVirSinYv5JT/3cr6Sv/SPnJ3SDbMfQZSeTVzxLz4NeEzLhXJLJ6GbsM/zsBs5fBfw8piazJkbDmFnh+5oWJLEHojoI8YMV1MCIYSmrgtu+U98DzuYcMwi0kGtlmoTR+S6fE8uny5Wg052V465JXGo2GT5cv75T9XopE7T6hJ6mvmeXv50dQC50MS05sBWQ8Ikag8wlpdp3G9bJ60kQMz7q6WZXZ8ch2Gz56CPXo+FTDJsmsxMSOBSkIgkM69L32yy+/zDPPPIPcyjd9RqMRg8HA6tWrWb9+PTfccENHdik4SUengTUWMPFGTCd3U519gqz1r9P3xle6dLqh6CrUPcz4pPE95fdfUtP0W+ykB5XpGLIsU5UZT/GR1ZiSdiLblOE2Kr0HxuFzMY5ehFtgvy6LXehav+QodbHi8pT7fXzg6WkwawA96gOyIIDSzfCza+G3dV0O7/ke3l6gdD9sst7I+eTknqTk2Dr8L7vO6f8nb166lNjBg5uMxKq3+8ABRo8Z49T9XYr83CHAIGr3CT1HaWkp2Tk5gDIqq7n3HVm2U5K4FWi58Ds0rpfVM6YY1nML7I9a74nNXEF1/ikMIbHE+tnJqVSRXKxiXIhjx9O/Xz88PDyorKwkISGh7ScIguB0DqejDxw4wDPPPINGo+HNN9+ksLCQ4OBmxtYDt956K7Iss2bNGocDFZzrXAKo4x+mJZWG8IVPIam1VKQdpOTYeidE2Lr6UUAJ+aKrUHdgtsLMfs090vTva/x7Mvcvz+I///cph5b/lbKErcg2C24h0YTNf4LYB78hdPaDIpHVS+WUw2Mb4VdfK4ksDx08MQXW3wpXRolEltBzeergwyVwRX8w2+B3a+GH5Kbr+A6dhaTRYS44TXX2ieY35CSSSvm/qFKJptXOFOql1O776nobU7zS+ep6GzvuUpYLQnfUnimGlVnxWEx5qHTu+Ayc3OK2elrx93qSpGooaF9RN5XSGUXgVSoVQ4cMASDt9GnKy8s7GKkgCBfL4ZFZb731FgBPP/00Dz3UevuW6dOnA3Do0CFHdyc4QZYJSqqVE8bv66aBfXtChR2loKleo8wbl2WUZXLdBWVKkL3uf5ddvnAdu9yX6j7vUpl1Arar8MquQtIalHWpX+fctmi0TbmFdeTzbzfa58GsC49PdBVyjVNF8NgmOFHQ8joTgqtIKFBhqnXjx6JwfuQuMNxFX20h0/qpmDnEj/BwUHWfUk6CE1Vb4MMj8MHPUG1VUpzXD4VHJkGgh6ujEwTn0GvgPwvgyS1KIuuxjVBRq9SAA1C7eeETO4PS+M2UHFuPIXyI02MIDAoiOCSE8PBwJowfz4GDB8nKyiKwhalFwsUTtfuEnqQ9yaz6UVk+gy5HpXVrcVsppXXF33vYyCxQ6maZUvdRmXkcLvuV04rADxs6lIN157eJJ04wYfz4DscqCEL7OfwvePfu3QD8/ve/b3Ndf39/PD09ycpqJgMhdJmm08AU1VaJL447aw+DQDtIuXnKWdtsD9FVyBXsMnx+DF7drdQ7MrrDb8bBP3YpdURkJCTsyKi44cxDPGFPI0UVw3GvKznmNp3ESj/SLQGkn4Llp0CnhnFhMK2vcon2FyN1ejpZhvWnlL+R7LovLMeFwZ+ni2LJQu+kVcPrc5SRWl8eh2d/hHIz3FfXwNA4cj6l8ZspS9xGyJW/Q60zOHX/ERERnDpzBkmS2LZhA6/+61/Isoxer3fqfgRB6BnaSmbZaqsoO6Wc0xmHXNnidmx2SKsbmdUTk1nn6mYlYLdZiDEqHzCTilXIsuOfN4efVwReJLMEoWs5nMzKz8/Hy8uLgICAdq2v1WqpqKhwdHeCE7w+R/nG2GaH86d/ScDECOhvVLqJSXUXFXXXdaurJGXd5taRJJCryyg+/D8key3e0VPxCB/S8HxV3Y4u2Eaj243XqV+v8TqNn5Npgld2X3ici2NgzsDO+AkK9fIq4KktsPuscn96P5nnhqdSUZCOn2YSfrUZXGlZy1bNAgqlQHwow2fgeOZM+BXX9hmFJEmU1cDeDNidDrvSIadCub83Q/m9BnvAlD5KYmtyH1EQvKeJz4O//wQ/Zyv3w7zgj1Nh/iCRpBR6N5UEL8xUOuC99zO8tkcZofXIJDD0GYnOGE5tSRamEzswjpzv9P3r9XosjbqX6nQOtuoSBKHHayuZVXZyF7LVjN4YgSG0+ZFbAFkVEmabhFYlE+HVs6YZAuj9+6B298ZWbaI67xT9Q4agVclUWiSyKiSHj6lxEfjj8fHOClcQhHZyOJllMBioqKjAbre3WZPBZDJRWlpKYGCgo7sTnGBJLAz0a76t9P9udtZICR8KDZ7kbv0PqpPfMfDyj9EZw5yx4Qsk1DVOrB8FpExKlPjfiboC07NgQkSn7PqSJMsytqoy1sebeOHnEExWHXrJwq91X3NVyheUJSjdSv8PLRosSMBs6w9Y0aLFQkVKPv1+9Y+G7fm4wbxBykWWIa1ESWrtTocDWZBXCd+dUC4SMCwIptaN2hoVooyAELqfgkp4Yy98m6i8It01yqiUX48FNzEdR7hESBI8PkWZuv/6XqVjp8kMz86QMI5aQN729yk+uq5TklmCIAj16pNZAf7+zZ6H1U8x9B08q9WmFPX1svr7yGh6YCk+SVLhET4cU8oeKjPj8AgbQpSvnaRiNcnFKiK8bA5td9h5I7MEQehaDp9aREdHc+jQIeLi4hg1alSr63777bfIsszIkSMd3Z3TFRUVsWbNGrZt28aRI0dIT0/HarUSGBjIuHHjuOOOO7jmmmva3E5eXh6vvvoqa9eu5ezZs7i7uzN06FDuuOMO7rnnni7t6ncxzk0Dq08EOY//ZddiSt5FVcYxMte9Qv+lbyJJzv/P11xXobMmCZ0KzpTCrd8qtUqemAJeYoZFu8iyjK26jNqSLMzFWdQWZ1JbkkltSRYlxUV8IN/Dj9p5AETZknnY/HciKs42aU6uxdJwW6q/r1ITsfCpFvcrSRDlp1zuHK0UlP85+1xyK7kIjucrl/8eUqbwTIqEqX2UBFcfn076gQjtZrbCZ0fh3UNQWassWxyjnNCL4sjCper+y5T/P89vhxVxygitv06aAzs+pDorgZqCM6LhhSAInaK4uJjcPKVtcHOjsswlWVTlJIKkwjh4VqvbSu3B9bLqeUaMwJSyh4qMOILG30SMn0xSsVIEflZfx5JZ/v7+hIWGkp2TQ3xiIrIsd9tzP0HojRxOZi1atIiDBw/y8ssvs3LlyhbXS0lJ4amnnkKSJK6++mpHd+d0ISEhWK3Whvtubm5otVqysrLIyspi9erVzJs3j2+++QaDofmaFocPH2bOnDkUFRUB4OnpSXl5Obt372b37t2sWrWKNWvWdKtaFV3RVlqSVEQsfJKUD++m6uwxin/+Hv/LrnXeDurUdxWS7Da2bUjn2XlDkVUqam3KNLWv4pWaJdtPw1+vuLBN+qXMWm1qSFSZi7OoLVESV+aSTOw1F04HPqEaxlv6f5OnCkOFnRvdt3F3RDye/gvQGcPRGSPQGUMxF6aT+vF9Fzw/6s7/4h4S3e749BpliuGUPsA0ZVrjnrNKcmtPhtLIYEuqcgHo66OM2JraV5ku6yFm1XQZWYatafDyLjhbpiwbEazUxRod6trYBKE7uGWEkoD/42ZYnQQVtf48NnAa5lM7KTm2ntArf+fqEAVB6IVOJCU13G4umVU/Ksuzzxi0nv6tbiuloZNhz01meUQqdbOqck5gt1qIMSpdh5xRBD47J4fi4mKyc3IID+ucGSmCIFzI4WTWgw8+yNtvv82qVatwd3fnySefbPJ4WloaK1eu5LXXXqOsrIz+/ftz9913dzhgZ7FarYwfP54777yTOXPmMGDAAADOnDnDiy++yEcffcSGDRu4//77+fzzzy94fllZGQsXLqSoqIjY2Fg+//xzxo0bR21tLR988AGPPPIImzdv5pFHHuHdd9/t6sNrUUsJIL2Tp//ojGEEX/Ebcjb9i9zt7+EZNR69n/Pn/DXXVUivUaYYLoyGZ7YpJ9j3rYFFMfDM5eDv3Hq73ZatuhxzSWZd0ioLc911bXEmtprW2wdrvALR+0Wg8u3D8qrZLMsegh2JcC+Z1+eoGBd+FdBalf1z0z6h47UVgj3h2iHKxS4rU0x31dXaOpoL6WWQHgfL40CrUpIo9YXkBweeq/kmOFdyIbz0k1LnDCDIQxmJtSRW/MwFobHFsUqS/Q/rYVsamPwf4REOUnp8E8Ez70WlFq1cBUFwrtbqZcl2GyVJ2wDwG9py4fd6qT24+Hs9vTESjcGItaqEqtwkYvxGAUoR+I4YNnQom7cqicH4hASRzBKELuRwCsPb25vVq1czd+5cli1bxrJlyxoe8/T0pLq6GlCmLfn7+/Pdd991qxFKP/74IzNnzrxgeb9+/fjwww/RaDS89957LF++nJdeeonIyMgm673++uvk5ubi7u7O+vXr6d9fGfaj0+l44IEHMJlM/OlPf+L999/n4YcfJjq6/aNSOltXtZX2G7MYU9JPVKYfIWvty/S/9S0kVdcVOpoYCWuXwlv74ZNflFbpu8/CX6Yria7uNgq4JjeZwNOrqMmNQhs5rF3PsdWUXzCyqj55Zas2tfpcjVcAemMEOj9lZJXeL6JulFUYKq0baSXwyEZlah/ANYPhL9OlVqdsagy+aDz8UHsFkCNFEipnYCsvRGPwbedPoW0qCYYHK5ffjVc6he3PrCskfxYyyuBglnL5517wdz9XSH5KHwj0cFool6zianhrH6yMV5KLOjXcMwbuHydGxQlCS2YNgI+vhvvXwKEiX17weItnKh+j/OQefAbPcHV4giD0Mq0lsyrO/oK1ogi1mxde/Se2uh1Z7h0jsyRJwiNiOGUnf6IyM46Y4cpIrTNlEmYrDn+xP2zYuc/s8QkJzLlKtFQXhK7SoTTGhAkTOHr0KI8//jj/+9//sNuVN7iqqiqAhqmF//znPxuSPd1Fc4msxu655x7ee+89AH7++ecLkln1ybubbrqp2WN78MEHeemll6ioqGDFihW88MILToq855AkFeEL/0jKB3dRlRlP0aFvCZjwqy6NwV0LT02DBdHw9Bal9tKjG5XE1gszu1ctn7KErbhVZVKWsBWvRsksW03FBSOrzPUjrKrLWt2mxjMAnTEcvV84Or+IuqRVODrfMFS65ueWyrJS2+XlXVBjBR89/G2WUqi9LVrvIKIfWInVDikbNtB33pNoVKDSdF6Gw0sPV0UpF4D00nOjtvZnQlE1rElWLgCxAedGbY0Jbf3DS3y+xNu5kwnJlxgd3mmH0GNYbMrfxtsHlGLWAHMHKl0KI0XdMkFo04QIWHYt3LMakmui+bP7W7x6ZDljRTJLEAQnay2Z1VD4PWY6Kk3rI0MLqiXKayVUkkx/n57XybAxz4gRDcms/hNkfPUypWaJlFIVQwMcS9SJjoaC4DodHpPTt29fVq1aRUlJCfv27SM7OxubzUZISAiTJ0/usR0M3dzcGm7bbE2LAiYnJ3P27FkA5s2b1+zzPT09mTZtGhs2bGDz5s2XZDILQOcTQsisB8je8Dp5Oz/EK2oC+oC+XR7H8GD47mb44DC8c1Cpo3UwC/44BW4a7ropUbVludiqykCSKD/xIwBlxzdiNeVhNeVTayrAXtPGCCsPPyVR5ReB3hiujK6qu91SwqolhZXw9FbYcUa5P6UPvHwVhHi2fxsqjQ6pUVv4tj4kOVtfX+Vy60iotSmdLetHbSXkQ1KhcvngsNJpb0LEuXpb/X2bjthbnSxxqiaQNcm2Sz6ZtfOMMqUwrUS5PzhQmbYrOoYKwsUZEQJfXA93fGvjbPUAHs6/h2WZBfSP6JmflwRB6J7qk1lBgYEEBAQ0LLfWlGNK2weAcUjbo4jqi79HeslOL0vS1Twi6upm5SYh28xEG904mKvmZInjyazBMTGo1WpsNpvoaCgIXcxpb0lGo5H583tPi+kdO3Y03B4+fHiTx+IbZd0bDy0937Bhw9iwYQOJiYlOj68nMY5agCl5JxVph8hc+zIDbn8bSdX1/w11anhgPMyOUmpp/ZIDz22HtSfh77Ogv7HLQ+LkOzddsEy21FCRsq/JMo2HUSmyXjcVUO9XPz0wHLXOOUXAtqXBn7YqU8h0aqUL5O2jenbtI51aSbZMiIDHpkBRlTLVdHe6cl1YpSTu6pN34V5Kva0hQTAyGDakKMPq16eouH6YMmrN6A7h3i47pC6XVqIksXaeUe77ucOjk+H6IaDuge25BaE7GOQPK29Us3RZEbmEs3RNJctugoF+ro5MEITeoKioiLx8pU7E+aOyypJ3ItusuAX0xy0wqs1t9YYphvV0vmFoPP2xVhRRlX2CWL/xHMxVd6hull6vZ9DAgSQlJ5OUnIzFYul+tUwEoZdyOKOwd+9eJk+e7MxYuo3S0lL+8Y9/ADBt2jRiYmKaPJ6dnd1wOzy85eEa9Y+ZTCYqKirw9Gx+eIvZbMZsNjfcN5mUkTgWi0V5Q+wE1rrtWjtp++cLmv0IVZ/cS3X2CfL2fon/hAuTOI662GPp5w3LlsAX8Sr+tV/FoSyJRStkfj/ezh0j7Wi68AQ9cOZvKNj+f80/KKnwn3IHxjFLUOubL/RkB+wd/B1WWeCVPSpWJSr1zGL8ZV690sogf7BZwZFmxV3999Ve3lqYH6Vc7LIy7XTPWRV7MiQO50hklUtklSsJzsaKq+HqL8/dT/xd9zqu9rjY34nJDP/9WcWK4yqsdgmNSubW4XZ+O86Olx7sNuXS1brr35YjesuxiONwTKgBPphwnN/t6UuGpT83r5L5YKGVoUEd33ZHj0WndXxEbWufW8TfysVpfDqs7cjvpFH37o6q7wRudeI2XaW3HEtzxxHX6Iv3mJiYJn8DxQmbAfCOvQKrre1/5CeLldPF/t42p/4tNacrfieGsOGYTu7AdPYoUX6jAS1JRR17nQwbOpSk5GRqa2s5kZzMoIEDAcePQ7QEEYT2kWRZdmjys0qlIioqittuu41bb721oRtgT2e321myZAlr165Fr9dz4MABRo4c2WSdl156iWeeeQZQPrRpNM3nBD/44APuu+8+QEmAhYY236f++eefb3Ya4hdffIHB0Hta7xlKEvDP3owsqckdcAtWt4C2n9TJiizurCwaRXKNcvYQoSvlFv9fiNC3PrWvw2Q7nkVH8cnfg0pu/h9d7oBbsLgHd2oY6WZflhWMpcDqiYTMFd4pzDcmoZV6/rdvF8tsV5NSE8AO0wCSawJpehpxjptUS7jORKC2kmBtBYHaCoI1FfhrK9FIPbuWBChJvr3l/VhXGkulXan2P8w9h6v9EgjSVro4OkHoZexWvE5+yd+1L5KijkUvWbg/+AAD3YpcGtaSJUscfu7q1audGIlQT/xOhIuxYcOGhtq/999/f0NZFG1NISGpnyOjIjvmXuyats8z3s6dzKmaQJb6H2GCV0anxt0VPEri8cvegtk9lIPhv+WNnMvxVtfwYuQmh7e5atUqVqxYAcBjjz3GtGnTOhRjR17vgnAp6dBcr9TUVF544QVeeOEFJk2axB133MGvfvUrfHycXwn4008/5a677nL4+Rs2bGDu3LltrvfQQw+xdu1aAN59990LElmd4emnn+bRRx9tuG8ymYiMjGTG7Nl4e3fOfCarxcKOLVuYcdVVaDrwbd/FkOV5ZP3PRGXqfvpV7Kfvkn8jqTs+3bCjx/IrGVYnW3l5j5pMsy//zJ3BPaOVESidURvAXHCa3E1vUJOXBIBbSDQ1uSdRkidyw/WEqVNxC25H1XUHWO3w/mEV//1ZhU2WCPGU+ccsGxPC+wH9Or59F/x9OctDQGKBletXNR93jawj1RxAqrlpMlYtyYR7Q39fmX6+Mv18oZ+vTH9fmUCD60ect+d3sj9T4uXdak4WK8FGGWWemmJjSp8AYHoXRtuynvy3db7eciziODomb1sGLxx5lFeM7xBX25/3Cqbwr7k2pvd1PDnuyt/Jla2UnBB/KxfHWa1Trpoxw0lbUkaabN+9m5lTp7b4ZW5P0VuOpbnj2LhuXcPj1y5ezNQpUwDI2/0RJYDXgPHMurJ95WH++pXSLWnxxGhGtGNaYkd0xe+k1jSYtM+3oDfnc9PUGN5YBSabG2MnzsTPzbH33dqqqoZklgqYOXVqr/jbEoTuzuFXV0pKCp9//jkrVqwgJSWFvXv3sm/fPh566CEWLVrErbfeyvz581Gr1c6Mt1M9/vjj/Oc//wHgzTff5O677252PS+vcy3wqqqqWkw41Xd1PP8559Pr9ej1+guWa7XaDg0rbw9NF+yjsYj5j5PywV2Y805R+vMqgqbe7rRtd+RYbhgOMwbAX3fAxhSJ94+o2XpazUtXwtgw58Rnt1ko2LOcwr0rkO1WVHoPQmb9Fs/+40n79DeovQLIkSIJlTOwlRfi5h3QKb+b9FJ4fBMczVXuL4qB52dKeHdC5q6r/76cpf5zh4SMjNRwveI6MGiVOlKnS+B0qXJ9phSqLBJny+BsmcTO9Kbb89BCPyP084UBja+N4Nl5jR6bP7Zmfidny5TulVtSlfs+enhoEtw8XELjgvp27dFT/7aa01uORRyHYwLGLKL0yPc8U/YA/41ezY4MLQ9u0PD6HKUTb0e44nfSnv2Jv5X2cdaWtZ1wMq3RaDplu67QW46l8XEkJSc3LB8xbBhajQbZZsV0cicA/kNnt+uYTWYorFbqb0T7S132c+rM34nWLxytdzAWUx7a0mT6eAdy1qQizaQl2NOxmQmjGg1+SDxxoiGB1Vv+tgShu3L41TVgwACee+45nnvuOfbv38+yZcv4+uuvKS4uZtWqVXzzzTcEBARw8803c+uttzJu3LgOBXrzzTezcOFCh5/f1mixP/7xj/zzn/8E4LXXXuPhhx9ucd2wsHPZjaysrBaTWVlZWQB4e3u3WC/rUqP1CiB09h/IXPN3CnYvw2vQZNyDB7o6LAACPeDtBbA5BZ7friQsbl6ldMV7dHLHkg5VWYlkrXsVc+EZALwGTSFs7sNovZTuVdEPrMRqh5QNG+g770k0KqUroDPJMnyTAC/+pNTJ8tLB8zNhcaxTd9Mr+LlDgAFCPGSG2o+RoBpBbqVEpA+EesGw82Z/yjLkVzZNcNVfMk1QaVE6KSbkX7ivIA8ludXfWHepux3hDdpO/i6gohb+7xB8/AtYbKCW4JYR8OAEpdC9IAidzy0oCvfQGMhJ5m+h3/OK+w2sPQmPbFBeoze23GdGEAShWfWdDIODgvD39wfAdOYQtuoyNAZfvPq177ysvvh7sMGOVxd/+daZPCNGUJK4hcqMOGKNkzlrUpFcrGJSmGPJrL59+uDl5UV5eXmTRmGCIHQup6SKJ06cyMSJE3nrrbdYv349y5YtY/369RQUFPD222/z9ttvExMTwx133MGTTz7p0D5aGr3kDE888QSvv/46AK+++iqPP/54q+s37mAYHx/P4PO6hDR+DGDIkCFOirR38Bl6JWVJOyk/uZusH/7BgLv+D5W6+3xDO3ug0v3uld2wKgE+P6Z0+vvbFXB5v4vblr22mryfPqbo4DeAjNrgS9jsh/AePAOp0bwzlUaHVFdIVpIkVBrn/jyKq+HP286NvJkQAa9eBWGXUFe+ixHqBTvuAsluY9uGdJ6dNxRZpWpx2qkkQbCncpkY2fSxWhtklCmjt9JK4ExJ3XWp0k0xv1K5HMxq+jyNCiK9GyW5Go3oCnBg2mJ8vsTbuZMJyZcYGQbfJcIbe6GgbgDp1D7wp8uVLmuCIHQt48gFVOckUx63ltd+fT1eeokvjyvv2+Vm+PVYV0coCEJPUVhYSH5BAdC0k2FJ4hYAfGOvQFK179uy+mTWQN+eXxO0MY+6ZFZFZhzRg+xsTqdDHQ0lSWLokCHsP3CA9LNnG5p5CYLQuZw67lGr1bJkyRKWLFlCaWkpX331FcuXL2fPnj0kJSXxpz/9yeFkVmd5/PHHG0ZkvfrqqzzxxBNtPicmJoY+ffpw9uxZNm7cyA033HDBOpWVlezatQuA2bNnOzfoHk6SJMLnPsqpjDhq8lMp2LOc4Msdr4fWGXzc4KUrlSkef96mjK65ZzVcHauc8Ldn1ErF6cNkbXgdS2kOAL7DZhNy5QNoDM6vKdeanWfg6S1K0kKrUkaZ3T0GVKJrcKv0GqhvVCVJoHPw3VKnhig/5TLrvMdMZiW51WQ0V6myrNpat7wUON30eZ46ZQRXv/NGc/XzBY8WvjldnSxxqiaQD3+xk/0TxNeNEuvnC09Pg5n9XV/XSxAuVT5DZ5Gz7V3MRenU5iTywsyheOng/cPKFysmMzwySbxGBUFoW/2oLDiXzLJUllB++hAAxiFXtXtbqXXJrCjf3tUYyDNiBADV+SlEj6kGdJws6Vg78+FDh7L/wAGg6e9AEITO02mTeH19fbn77rsJDAykpqaGw4cPd9auHNY4kfX666/z2GOPtfu5t99+Oy+++CIrV67kL3/5C/369Wvy+DvvvENFRQVqtZqlS5c6M+xeQePpR9icR8j4/gUK9nyOd/QU3EM6WBykE0zpA+tuhX/tg09/ge+T4Kd0eG4GzBvU/ImFraac3G3/peTYegC03sGEzXsUr6gJXRp7tQVe3Q3L45T7g/zh9TkwJLBLwxBa4a2HESHKpTG7DHkVzUxbLIUskzL16Hi+cjlfsOe55Jafm5J4DfeGdSeVD2mbU5Vrdw3cORp+P0FJuAmC4DpqvQc+sdMpPb6J4mPriIgYyhNTlfeI1/fCfw8pI7T+MkN8ESEIQuuaS2aVJm8H2Y57cDRu/n3ava3UUuUNZ6CxdyWztF4B6HzCqC3LJtJyApjIyWIVNjuoHcxpDRs6tOF2fEICfQcMcE6wgiC0qFOSWfv27ePzzz/n66+/pqSkpGF5YGD3OYt+8sknGxJZb7zxBo888shFPf/xxx/nww8/JDc3lwULFrBs2TLGjh1LbW0tH330EX/5y18AuO+++4iO7n5Jmu7AZ8hMypJ2YkraQeaal4i6+32n14lyBoNWGY01bxD8aSukFMNDG+CHZKXmVHCjcmim5F1kb/oX1gqlrbrf2GsInnEvan3brY+dKSEfHt2oTGcDuGMUPD4F3EQNyh5BJSlTHUO9YPJ5nznNVqVge5MC9CWQVgol1UoSLK8C9meev9X6M2ClY2a1VTlBfnRyZx+NIAjtYRy1gNLjmyhL/JHQKx9Arffg/svAUw8vbFe+mKiohX9cpUxDFgRBaE7jZNbg2FhkWaYkcStwcaOyoPeOzALwiBxObVk2xsKDuKknUGOTyCiX6Ofj2JTKxsmshMREkcwShC7gtFPbtLQ0li9fzueff05aWhoAsiyj1+tZtGgRt99+O/PmzXPW7jrk7NmzvPrqqwCoVCpeeeUVXnnllRbXf/zxxy+oo+Xj48PatWuZM2cOiYmJjBs3Di8vL2pqarDUzU2aPXs2b775ZucdSC8QNudhKs8exVx4hvzdnxEy415Xh9Si0aHw/c3w3s9K0eytaXAgE56aBtf0LSZny78xJe0AQOcXSfiCJ/CIHNGlMdrs8MFheGs/WO0Q7AEvXwVT+3ZpGEIn0muUUXbN1bYqrTnXXfF0Cew5C3F556+lJLXUKnjl4j7TCoLQiQwRw9H5RVJbnEFZ4nb8RitNb5aOUKYWP7lZGR1caYE359JiDT9BEC5t54/Mqs47hbkoHUmtwzfm8nZvp9oKmeV1I7N6YTLLM2IEJfGbqM46xiCjneOFapKKVfTzsTm0vSbJrIQE5negcZkgCO3ToY9CpaWlfP311yxbtox9+/YBSgILYMqUKdx+++386le/arOTYFez2+1NbuflXXC210RFRUWzy8eOHUtCQgKvvPIKa9euJSMjAw8PD4YNG8Ydd9zB3XffjUolvj5tjcbDl/B5j3H2279QuO9LvKOnYghrvqB+d6DXwB8mwtyB8PRWJVHwzDZYKWfw2+qThEoqAifdQuDU21BpOqdhQUsyTfDEJvg5W7k/dyD89QrRle5S4uumJF1Hhyr3H52sjNK7+ssL1/32Rhga1LXxCYLQMkmSMI5aQN6P/0fJsXUNySyAJbFKQusP65VGHvetgXcXtlwjTxCES1d9MiskOBg/Pz+yflQ+BHhHTUKtb3939bRSFTISvnoZP7dOCdWlPOrqZtUUpBE9wszxQgNJxSrm9ncsmWU0GokIDyczK4v4hISGc2JBEDqPw8ms66+/nnXr1lFbW9vwYo2KiuK2227jtttuo3///k4L0tn69evntDeY4OBg3njjDd544w2nbO9S5B0zTelwmLCVrB/+QdTdH6DSdm0i6GJFB8Dy2Tm8+79DfFw+m+PSSB4xfMLvR5m4d1ogXZnDlGVYnQTP74DKWuXk5rkZSrF6USxYqCchIyM1XAuC0P0Yh80mb8cHVGefoCY/Dbegc9NUZg2AD5fAb36AvRlw5//ggyVKElsQBAGgoKCAwiKl1MWQwYOxW2spPbkTcGSKofJZIcrX3is/T2o9/NAbIzCXZNJPygBiONmBjoagjM7KzMqizGSisLDQOYEKgtAih1+x3333HWazGV9fX+6//352797NqVOnePbZZ7t1IkvonkKvehCNhx/morPk//Sxq8NplSzbKTr0Hac/uos5eW/w79p7Geudixk9/zwayK++huQu+v9VWgMPb4AnNiuJrLGh8MMtcM1gkcgSFH7uEGCAoYEyN/ofZWigTIBBWS4IQvei8fTDe9AUAEqOrbvg8UmR8Nm14KOHo7lw6zdQUNnVUQqC0F2dP8XQlLYfu7kSrWcgnhdZ+qK+XlZvnGJYr350VkS10i0pqYMdDYc2mmqYnp7eoW0JgtA2h1+xixYtYtWqVeTk5PDf//6XyZNFFWHBcRqDD2HzlbpkhQe+pioz3sURNa+mMJ3Tn/+BnC3/xm6pwRA5gqn3vMSXd4bw0izw0ilTD6/+UumAaLZ2Xix7zsLCFbD+lFIM+NFJsOJ6iOxes3oFFwv1gh13wVfX25jilc5X19vYcZeyXBCE7sc4agEApfFbsFtrL3h8VAh8cT0EGiC5CG5epXQ5FQRBOD+ZVZK4BQDfIbOQVBfXujilFxd/r1ef4Asp/AmADJNEpcXx7Q0fNqzh9tmzZzsUmyAIbXM4mbV69Wquu+46dDpRsEFwDu9Bk/EdPgeQyVz7MnZLjatDaiDbrOTv+ZzUj35NVWY8Kp2B0DmP0P/Wf6H3j0SS4IZhsOE2uCpKKb7+zkFY8iX8kuPcWMxWeOknZYpJXgUMMMLXv4Lfjne8nbDQu+k150bqSZIoHC0I3Zln/3FovAKxVZsoP7m72XWiA+DLGyDCG9LL4KZVkFrcxYEKgtDtNE5mRfcNoyL9FwCMg6+86G2dS2b13tpPHuFKMsut+DiBbjZkJE51YHRW4yLwZ86c6Wh4giC0QZz6Ct1K6FW/R+MZQG1xJnk7PnB1OABU5yST+sn95O/8CNlmwTNqIgPv+xT/sUuQpKYvoWBPeGcB/Hs++LsrJxc3fg0v7lSmAXZUUgFcuxI+UT6bsHSE0mFxeHDHty0IgiC4nqRSYxyhdH8uPnrhVMN6fX2VhFaUH+RWwM3fKA0fBEG4dDVOZoVKOYCMR/gw9L6hF7Udix3Sy3pvJ8N6GoMPen+l5fcA9xIAkjtQNys2OhqNRvnGUEwzFITOJ5JZQreidvMifMETABQd+pbK9KMui8VuMZP743ukfvpbavJTUbt7E7Hkz/T91T/QebfcBk6SYN4g2Hi7UrtKBj47qkwJ3O3g/zW7DB8dgWu/gpNFSqLsg8Xw/Exw1zq2TUEQBKF7Mo6cB0hUnjlMbWnLw3tDPJUph8OCoKQabv0WDmVBfL7E27mTic8XxRMF4VIhy3JDMissNBT72b0AGIdc/KissyYJqyxh0MiEevbekVkAnnV1s/rZTwMdS2bpdDpioqMBJZl14ODBjgcoCEKL2vVqVavVqNXqJkXt6pddzKU+Uy0IrfGKmtBQMyRz3avYaqu6PIbK9KOkfHg3hfu/BNmOz5BZDLpvGb5Dr0RqZ2V1Xzd4dTZ8fDWEe0GmCe76Hp7aAmUXMYMypxzu+A5e3gUWG1w5ANbdCjNEnwVBEIReSecbike/MQCUHNvQ6rp+7rDsWrgsHCpq4e7v4b8/qzhVE8iaZJHMEoRLRX5BAUXFynzj6P6R1JZlo9K64T1w6kVvq774+wBfO6pe/jZSXwQ+vPIIAMkdLALfeKrh/33QPWaZCEJv1a5XqyzLDZfmll3MRRDaI2TW79B6B2EpzSbvx/e7bL+2mgqyNvyT0yseprYkC41XAH1ueInIq/+CxsPXoW1O66skn24fBRLwbSLM+xw2pbT93LXJyoiu/ZngroG/z4J3F4K/waFQBEEQhB7Cr+5LnZK49ch2W6vreunhxStgTCjUWGH7GeXsc32KioR8iM8TReIFobc70WiKYT8/pdi7z6BpqHUX3774UqiXVc8jYjggEV5+CFBGZjlyypp+9ixHfvkFP6OxYdmGjRv55ehRjvzyC+miILwgOF27hkpt374dAIPBcMEyQegMar0H4Qv+yJkvH6f4yPd4x0zDs//YTt2n6dResje+gbW8EADj6EWEzLwftZtnh7ftoYO/TIcFg+DprZBWAr9fB7Oj4LmZEORxblpISL5EVAC8sB3WJCvPHxkCr8+GfsbW9yMIgiD0Dl7RU1G7e2MtL6Qi7RBeAye2uv6czxvfU5JZxdVKd916px5yfpyCIHQPScnJDbcj9SYgwKEphgApJb2/k2E9jZsXboH9iSg4ixo7pWYV+VUSwR4Xl9EaNGTIBcvKy8uZMPXcyLjaiooOxysIwjntSmZNnz69XcsEwZk8+4/Db8wSio+sJmvdqwy892PUeg+n78daWUrOlrcpS9wGgM4YTtj8x/HsO9rp+xoTBmtugXcPwfs/w+ZUZdTV09MgPk/iVE0gHxyxk1AA2eWgluCB8UqnQo2ocCcIgnDJUGl0+A6bTdGhbyg5tr7NZNbrc+DJLWBrcu6pJLXUKnjlqs6LVRAE1zuRlNRwu7+/Fp1PGIawoa08o2Wppb2/+HtjHhEjqClII0JbTLolgKRiFcEerY+IPd+nH33Er++/H6vVesFjGo2GD997z1nhCoJQR5weC91a8BX3o/UJwWLKI3fbf526bVmWKY3fwqn3b1cSWZKKgIk3MfDXH3VKIqueXgOPTILvboJofzCZldFaXyUoL8ctaRLZ5Uph33/PhwcnikSWIAjCpcg4cj4AplN7sFYUt7ruklj49sbmH/v2RuVxQRB6r8bTDAcEeWAcMqvddV4bs8uQVqZ88LxUkln1ReD7WE8BcNKBulm33Hgje3bsaPaxPTt2cMuNLbxBC4LgMIdPka+44gpuuOGGdq9/8803M2vWLEd3J1yi1DoD4QufBKDk6FrK05zTFaTWlE/610+Tuebv2KpNuAVFEXXnu4Rc8RtUWjen7KMtgwOVzoT1rPb6DxzKdW4FPNByV3ZBEAShl3MLGoB72GCw2yiJ39zu50nITa4FQejdZFluGJkV5K3Dy12L72DHzrtyKiSqrRJalUwf70vjPcQjfBhIKiLNCQAkdaCjIYCqLomociCZKAhC+zn8St2xYwd79uxp9/r79+9nRwvZakFojWff0fiNuxaArHWvYqspd3hbsmyn6PBqUt6/k4rU/UhqLUHT7yHqrvdwD+36r61fn6NM/2iOWqU8LgiCIFy66rv7lhxd12YjHT93CDDA0ECZG/2PMjRQJsCgLBcEofcqLS2luKQEUEZlefYZjc4r0KFt1Rd/7+stXzIzA9R6D9wDo+hnTwXgZLFjSajAwECCg4MZNWoUv/3tbxk1ahTBwcEEBjr2uxAEoXXtqpnlDHa73aGhroIAEDLjXipSD1BbkkXO1neIWPjURW/DXJRB1vrXqMqIA8A9fCjhC/6IW0BfZ4fbbktiYaBf0wK99b69EYYGdX1MgiAIQvfhM/gKcrf8h9riDKoyj+MROaLFdUO9YMddINltbNuQzrPzhiKrVOi77NOeIAiucLZRp7yoYIPDhd8BUurqZV0Kxd8b84gcQd8CZaBGSqkKix20F5nMiwgPJyUxEUmlYuvOnbz20kvIdjt6vb4TIhYEoUvy7Tabjfz8fDw8nF+8W7g0qHTuddMNJUrjNmI6tbfdz5XtVgr2fUHKh3dTlRGHSutG6FV/YMBt/3ZpIut8YlqIIAiCcD613oD3kCsAZXRWW/QaqP/uUJIQiSxBuARkZGQ03B4Q5od31CSHt5VaemnVy6rnGTGCQDkXd6qw2CVOlzk2CEOv1zcM4JAkSSSyBKETtfsjjslkorS0tMkym81GRkZGi8PeZVmmtLSUTz75BLPZzIgRLX+bKAht8Ygcgf/4Gyg6+DXZG/6JIWIYGnfvVp9TnXeKrHWvUZN7EgDP/pcRNu9RdL6hXRFyu9RPCwnxkBlqP0aCagS5lZKYFiIIgiAA4DdyAaXH1lN2YgehVz2I2s3T1SEJQo+3avsxHnnydd58xcgtV411dTgd0nhk1qjLpqHS6BzeVkMyy3hpJbMMYUOQJBV9bakkqYeTXKwi2nhxHQ0FQeha7U5mvfnmm/z1r39tsqywsJB+/fq16/mSJHHbbbddVHCCcL7g6fdQnrKP2uIMcjb/m8glf252PbvVTMHuzynY9wXIdtRuXoRc+QC+w+d0u+muYlqIIAiC0Br38CHo/ftiLkqnLPFH/MYsdnVIgtDj/efTryg5uZt3Pvu6xyezMjPSG26Pu8rxrnmyfK5mVpTvpTVTQK0zYAiJpm9RGknq4SQVq1gUJZJZgtCdXdTpcuMRWJIktVmItF54eDi/+c1v+P3vf39x0QnCeVRaPRGLniJt2YOUJWzFJ3Y6ksFI4OlV1ORGoY0cRmVGHFnrXqO2WBly7R07ndDZf0Dr6e/i6Fum14DFotyWJNCJRJYgCIJQR5IkjKMWkLvtXUqOrRPJLEFw0IHEDNLzirBarPyyRSlYemTrV3y9/WYA+gb7M2FIpCtDvGhVeSfJPJMGQLDRQMjAMQ5vq6gayswSEjIDfC6tkVkAHhEj6Fug/CxPdrCjoSAIna/dp8wPP/wwd955J6AktQYMGEBgYCAHDx5s8TkqlQpvb298fHw6HKgg1DOEDyVg4o0U7vuSrA1v4Bk1EbeqTMqOb6Q8cSvFh78HQOPhR9jcR/COmebagAVBEAShg3yHzSZv+/tU5yRTnZeCe/BAV4ckCD1GZWUlBw4eZO6iRRc8Zqso5NZFUxvu333nnUSEhxMZEUFkRAQRddfu7t2z/kPqvjWYqpVvRAcPiurQDIT6UVkRXjJul+AXq54RI+h7+CsAkkQySxC6vXa/Tfn4+DRJSl1++eUEBATQt2/3KaAtXDp8R8yn7MQOLKU5mBK3AlB6bJ0yPhrwHjyT8LmPonb3cmWYgiAIguAUGg9fvKKnYkraQcmx9bjP/oOrQxKEbqu0tJS9+/eza88edu/Zw+EjR7Bare167sefftrs8gB/fyLqklt96q4jwsPpExlJREQEYaGhaDRdkwGqNeVjqy4DSeKXvVsalg8ZPJjqvFOo3X3QeV98S+xLtfh7PUPoYPqi1B/LqVRhMoO3qN8uCN2Ww++4O3bscGIYgnBxUt47V39NttXNz2s07dV0Yjt9rnmuq8MSBEEQhE5jHDUfU9IOSuM3EzLzflRacZYlCAAFBQXs3ruXXbt3s2vPHuKOH293OZR6Op2e2lpzi48XFhVRWFTE0WPHmn1cpVIRFhraNMkVHq4kv+puBwYGOqV2a/IndzXcTskqbLgdYDpKysqHARj+UNvdT8+X2lAv69JMZqm0bgSGRBBYkkuBKoTkEhWXhVyaPwtB6AkuwQGkQm8QsfgZMte+DPZmCjOq1EQsfKrrgxIEQRCETuTZbyxa72AspjxMJ3fhO/RKV4ckCC6RmZWljLqqS14lJSe3ur5PeCy2Ppejj7ocP6MPp95eBJIKZHvD9cffbmPWiEgysrLIyMggMzOz6e3MTLKys7HZmi8KbrfbyczKIjMrq8U49Hq9MnWxLsl1/lTGyIgIvL1b79QNEDHncTI3vwmyjcNppQ3LBwR7KJ+Dr3qkzW00J/USLf7emGfECPoUnVaSWcUimSUI3ZlTklm1tbUcPXqUzMxMKisrW/0m5Pbbb3fGLoVLnO+wq9AH9CX14/sueCzqzv/iHhLtgqgEQRAEofNIKjXGkfPI3/UpJUfXiWSWcEmQZZnUtDR279nTMG3w9JkzLa4vSRIjhg9nyuQpyH0vZyszMLuHoJFk7h1hYYpnOld8FozBPxLduLsx7f8Ee1kGAyOC8Pf3x9/fn1EjRjS7bZvNRm5eHhkZGWRkZpJZl+xqfDu/oKDF2MxmMympqaSkpra4jre397kkV3g4kXXTGCPrb4eH4+bfB62nP5byfOIzyhue2z/QwMAb38A9yLGaeimlyqixS3VkFoBH5Aj6/ZLKYSaJulmC0M11KJllNpt55plneP/996msrGxzfUmSRDJL6AQSIDe6FgRBEITeyXfEPPJ3fUZl+i+YS7LQG8NdHZIgOJXdbifxxIkmyauc3NwW19doNIwdM4apU6YwbcoUJk+cSI7Njz/v1nGsQA3A6CAbf59qJtpPBsLITUlEr1Hxm/8V89Pk3zAzrIoxg9qOTa1WEx4WRnhYGBMnTGh2nZqaGrKys5UkV1aWMqorI4PMrCzO1l2bTKYW92EymUhITCQhMbHFdXwMWvw8tPh76iisqAWUbtgZRdXIxxMJH6Sjb58+bR9QI+W1kFd1adfMAjCExNKX7QAk5VtcHI0gCK1xOJlltVqZM2cOu3btQpZlgoKCyM/PV+aLh4VRWFhITU0NAJ6envj7+zstaEEA0Bh80Xj4ofYKIEeKJFTOwFZeiMbg6+rQBEEQBKFT6HyC8Rwwjoq0Q5Qe20DwjF+7OiRB6BCr1cqxuDh21SWv9uzdS3FxcYvr6/V6Jlx2GdOmTmXalClMGD8eDw8PAKqt8PYRLR8d12KTJTy1Mk9cVsvNg62oGpWq8jbosVitTPU6w67yAfyUayC7opowz45/Kerm5kbUgAFEDRjQ4jplZWUNo7kyMzMbklz10xkzs7Iwm1uu31VWZaGsysLpgqqGZbIMt757BN69BYDaioqLirt+imGQwX5JFz1XaXTEBgAmOFmqRZZrcUKZM0EQOoHDyayPPvqIn376ifDwcFavXs2YMWNQqVQEBQVx9uxZ7HY7u3bt4plnnuHIkSO8+OKLLF261JmxC5c4rXcQ0Q+sxGqHlA0b6DvvSTQq5Z+QIAiCIPRWxpELqEg7REncBoIuvxNJJUqgCj2H2Wzm8JEjSvJq92727t9PRSuJF09PTyZPnNgw8mrc2LHo9RdmW37KVPPcHh0Z5UpSZm5/K3+ZWEuwR8sJqlBdORNCrBzI1fDlCQ2PXdY1I3Hqu8QPGzq02cdlWaagoICMuuRWWsIhEveuJaewlNwyMxklNkrLm58Vo9Fo+PC99y46JlEv65yYPsFojluosmvJqrAQ4SV+JoLQHTn86efLL79EkiT+/ve/M2bMmAseV6lUTJ8+nZ07dzJv3jzuvvtuBg8e3Oy6guAolUaHZFE+eEiShEqjdXFEgiAIgtC5vKKnoHb3wVpRRHnqQbwHTXZ1SILQosrKSg4cPNgwZfDAoUMNszea4+fnx5TJk5lWl7waOWIEGk3LpyxF1fD3/XrWpCrrhHrYeX5yLbP6Nl+o/Xy3xJo5kKvhq2Qtvx9jQa++uOPrDJIkERQURGCAPxGWZKLOHOWqK8PQ+Y6jz7yncA+K4uDPPzN1xowLnrtnxw5Gjxp10ftMFfWyGvhGDifiWDpn1ANJKpJEMksQuimHk1nx8fEAXH/99U2Wn9/hQ61W88YbbzBixAhef/11vvjiC0d3KQiCIAiCcMlTqbX4Dp9D0cGvKTm2TiSzhC5z5Jdf+Mtf/oL/v//NhMsua3ad0tJS9u7f35C8OnzkCFartcVthgQHN0wZnDplCkMGD0alarvwtizDNyc1vHxQR5lZQiXJ3D7EysNja/G8iEH6V/SxEmywk1elYuNpNUsGti8J1tksFYVkbHqdyszjAPgOnkXYjN+i1rkDoK1L8KkkCbssN1w76lRJ/cgskcxyD4mmLz9zhoEkZJm4sp+nq0MSBKEZDiezysvL8fb2xmAwNCzT6/XNDhMeNmwYXl5e7Nq1y9HdCYIgCIIgCHWMI+dTdPBryk/tw1JRhNZT1CYVOt8XX37J8ePH+WLlyoZkVn5+Prv37m0o2B53/Hirnc379+vXMGVw6pQpRA0YgHSRRYnSSiX+vFvPwVxlGNVgfxsvTa1leODFJ2I0Krh5sJV/HdaxPFHbLZJZprSDZG55E1uNCZXWjbCZD2AcfEWTdQIDAwkODiY8LIwJEydyYP9+srKzCQwMdGifqWWi+Hs9lVpLtFcVO6sgMbcGEMksQeiOHE5m1Rd8b8zPz4/c3Fzy8/MJCgpqWC7LMrW1tRS00qpWEARBEARBaB+3wH4YIoZRlRlPadxGAieLuqRC50g/e5aioiIkSeKb774DYPkXX5CTnc0vx46RfvZsq8+PiY5WpgxOm8bUyZOJjIhwOBazDd4/puXdo1osdgl3jcxDY2q5c5gVTduDuVp0Y4yVd37R8ku+moRCFUMDXJPQsVst5O75hKKjqwFwC4qiz9wnm+1aGhEeTkpiIpJKxdadO3ntpZeQ7fZm64m1xWyFzHIloThQ1MwCYHCwG5yGUyY3V4ciCEILHE5mRUREkJ2dTW5uLiEhIYAyAis3N5eNGzdy++23N6y7Y8cOzGazw98UCIIgCIIgCE0ZR86nKjOekmPrCZh0y0WPbhGE9hg0ZMgFy8rLy/n+hx8uWC5JEiOGD28YdTV18uQmX3B3xKFcFX/epW8YQTQ9wsoLU2qdUs8o0CAzp5+NtWkalidq+MfltR3e5sUyl2RxduMr1OSnAuA/agkhU+5qtR6sXq90ZQTlZ69zIJEFcLpMwi5LeOtkAtxFMgtgxIAQOA2Z1gBqLFW4aTuQLRUEoVM4/KqcPn06AHv27GlYds011yDLMo8//jirVq3i1KlTfPPNN9xxxx1IksQVV1zR0uYEQRAEQRCEi+A9eAYqnTu1JVlUnT3m6nCEXurTjz5qtQB71IABPPbII3z/zTfkZWRwaO9e3njtNa69+mqnJLLKzPDMLh03r3UntUyFv5vMWzNr+HCO2amFuW8dojQU+iFVQ5nZaZttl5KkH0n58iFq8lNRu3nTd9FzhE2/r8saG6WUnquXJXLiij6RffGSy7BLahLP5Lg6HEEQmuFwMmvx4sXIssyKFSsalt1zzz0MGzaMwsJCbrrpJmJjY7nxxhvJzMzEw8OD5557zilBC4IgCIIgXOrUOgM+Q2YBUHxsnYujEXqrW268kT07djT72I4tWzgRF8c//vY35s+di6+vr9P2K8uwNlXNnG/c+SpZSercGGNh8w1VLIiyOT3pMjbYTqyfjRqbxLcnHZ68clFstdVkbH6DzE3/xG6pxiN8OIOWvo33gPFdsv96jZNZgkKl0TBAp5TIOX6m0MXRCILQHIeTWZMmTeL06dO8/fbbDcu0Wi3btm3j5ptvRq/XNxR/nDp1Kjt27CA2NrbjEQuCIAiCIAiAMtUQwJS0E1tNuYujEXo7VV0Gqf7a3d29U/aTWS7x6016Ht7uRmG1iigfO18urObv02rxcWwmXZskCZYOVqbsrTihxd7Js+2q81NJ+fIhSk9sA0lF0MRb6X/t39F6BnTujpuRWiqKvzcnxlcZrZeUb3FxJIIgNMfhZJYkSfTt25fw8KYFCQMDA1mxYgUmk4msrCxMJhM//fQTY8aM6XCwXeHll19GkqSGS1vy8vJ47LHHiImJwd3dHT8/P6ZNm8aHH37YaicXQRAEQRCEjnIPG4w+sD+ytZbShG2uDkfopeo7540aNYrf/va3jBo1iuDgYKfXw7Xa4cM4DfO+dWdnpgatSinwvubaai4L6fxEy+KBVjy1MukmFbuz1J2yD1mWKTy6htSvH6W2NAutZwADrvsHwRNuRlJ1zj7b0pDMMopzl8YGh3oAcKrSC9nu+i6XgiA01WljaDUaDaGhoZ21+U6RnJzMCy+80O71Dx8+zJw5cygqKgLA09OT8vJydu/eze7du1m1ahVr1qxxqKuIIAiCIAhCWyRJwjhyAblb/0PJ0XX4j73a1SEJvZAzO+e15HiBimd260gsUhI640NsvDjVzIAu7K7noYXroq18lqBleaKGyyOcm8CwVpvI3PIm5acPAuA9YCLhVz6Ext3bqfu5qJjsSgF4ENMMzze8rx/EwRn6UV2QhiF4kKtDEgShEdGWoY7dbueee+6hpqaGSZMmtbl+WVkZCxcupKioiNjYWA4dOkR5eTmVlZX85z//QavVsnnzZh555JEuiF4QBEEQhEuV77CrkNRaavJOUZ170tXhCL2UXq9vmLUgSZLTElkVtfDiPh3XrXEjsUiNj17mH9PMrFhQ06WJrHpLBytTyrafVZNZ7rzCXJVZ8Zz64veUnz6IpNYQNuO39Fn4Z5cmsgAyyiUsdgk3tUy4pxiZ1Vi0n4SEnVKVHxmnxXurIHQ3IplV5+2332bPnj0sXbqU2bNnt7n+66+/Tm5uLu7u7qxfv55x48YBoNPpeOCBBxpGeL3//vucPCne/ARBEARB6Bwagw/e0VMBKDm63sXRCEL7bUtXM+9bdz5N0GKXJRZHWdl8fRU3xFhd1lVvgK/MlDAbMhJfnOj4JBbZbiNv/xekffs01ooi9MYIom58A/+RC9tV0qSz1Rd/7+9rR+X6cLoVgxbC9RUAxJ8tdnE0giCcr13JLLVa7ZRLa219Xen06dM888wz+Pv78+abb7brOcuWLQPgpptuon///hc8/uCDD+Lp6YnNZmvS8VEQBEEQBMHZjKMWAFCasAW7pcbF0QhC6/IqJR7Yquf+LW7kVKqI9LLz8dwa3phpxr9zaspflFuHKKOzViVrMVsd346lvJDT3/2J/AMrQLZjHHwlUTf9C/fAKCdF2nH19bIGuWAUXE8Q46f8XE4WS8i2DvwxCILgdO1KZsmy7LRLd3TvvfdSWVnJG2+80a5ClsnJyZw9exaAefPmNbuOp6cn06ZNA2Dz5s3OC1YQBEEQBOE8Hv3GoPUJwW6upPzkLleHIwjNssuwIlHDnG/c2XRGg1qSuW9ELeuvq3Z6faqOmNnHRqiHnRKzxPrTjn0Zb0o7wKkvfk9lVjwqrTsRcx4nYvYjqHXdIFvXSGqpqJfVmiEhbgCcliOpzk9xcTSCIDTWrnfn7du3d3YcLvPBBx+wbds2rrzySm6//fZ2PSc+Pr7h9rBhw1pcb9iwYWzYsIHExMQOxykIgiAIgtASSVJhHDmf/J8+puTwdwSW11CTG4U2suXPKYLQlU4WSzyzW88v+UqB95GBNl6cWstg/+6XRNGo4ObBVt74WcfyRA3XDGr/iBy71ULuno8pOroGAPeggUTOexK9b1hnhdsh9SOzRDKrefUjs86qBlCRsRdDaKyLIxIEoV67klnTp0/v7DhcIisriyeeeAJ3d3fee++9dj8vOzu74XZ4eHiL69U/ZjKZqKiowNPT0/FgBUEQBEEQWuE7Yi75uz7FnJeCG1CWsBUvkcwSXKzGCu/8ouWDOC1WWcJDK/PYuFqWDrai7sbVe2+MsfD2ES3HCtQcL1AxPLDtZI+5JIuzG16hpiAVgIDR1xA85Q5Uam1nh+sQWRbJrLbE+ik/l7Oq/pgy3iNo/I0ujkgQhHrds4hVF7n//vspKyvjlVdeYcCAAe1+Xnl5ecNtg8HQ4nqNHysvL28xmWU2mzGbzQ33TSYTABaLBYvF0u64Loa1brvWTtp+V+otx9JbjgN6z7H0luOA3nMsveU4oPcciziO7sFSloetugy3sMHUZCUAUH5iO+XDZoMso3b3QesT3K5t6bSOn3i39rmlp/+M63XVcTSuxa3tyO/E6rw6P9a6bVnbuc192Wqe3+fO2XJlNNasSAvPTKwm1EPGbge7C/MnbR2Ltxbm9rPwQ5qOZQlqXppa2+r2ypJ+JHfne8jWGtRu3oTOegjPfuOwyWBz4u/gfBf7O2ksp1Ki0iKhkWTCDBYsLi4J1ZFj6Swh7uCmslNj15OaV0qkubrN5GRHj6N7pj4FofuR5O5ayOo8n376KXfddZfDz9+wYQNz585tuL98+XJuu+02Ro0axaFDh5oUp3/++ecbuhE29+N56aWXeOaZZwDlQ1tLhe0/+OAD7rvvPkAZzRUaGtrseo3319gXX3zRarJMEARBEAQBIDLhwgY2Mk0TIhlDH2nXtpYsWeJwHKtXr3b4uULLetrv5P/Zu+/4psouDuC/m9G9J53QQQejQMumpQzZU2TKkCWKC0FEERRRX7c4QBFwoIJspQzLnmVvymxpodBB954Z5/2j5tLQFhltk6bn+/mgaXJv8pzkznOf59wClRE2ZzXHyUJPAIC1tBjD7aLRyjylztvyJG6W2OLru10hF1T4wH0nzKWVE5iCqgy2KXthnnsNAFBi7oFMt75Qy/V/RMbVYkcsTe0MZ3k+5rnt03Vz9NaXyV1xu8wWb5YsgI+HE8rM3Wv1855kfWesIXninlmJiYlYtGgRdu7ciYSEBJSUlGhlobOzs7F06VIIgoC33noLEonu+xOnpaXh9ddfh1QqxYoVKx75LouWlpbi46KiIlhZWVU5XVFRUZXz3G/u3LmYNWuW+HdeXh48PDzQrXfvat/7SSkVChzYvRvdevWC7Amu9ukDQ4nFUOIADCcWQ4kDMJxYDCUOwHBi4Tj0Q14TY6REfgGo7xXRFhNZEilc+r0J/2Y9a70dT/XvX+1r9f071qirOIxq6H16detWQ+9U3tNkf1QUuoeGVnn8TARExMnx+SkT5JRKIIAwJqAMrweXwdLIH4B/jbXlSf1XLEB5PDu2qnA1S4os5+4Y2kK7d1ZJehySdn4BRW4KIEjg0H4M7IOfgSCR1kUIAB4ujuqkXDECUoGWLiY1upw8rieJpTYdOGKK27FAgsQLg51K4dCu2wOn19c4GDM0T7R27dmzByNGjEBeXp7Yg0kQBK1pbG1tERERgdOnT6Njx47o3r37Y33WmDFjMHDgwMduq7W1tfj4rbfeQmZmJqZPn46AgAAUFBRoTVtWdm9HpXnNyMgIRkblhxWurvcKOCYlJVWbcEpKSgIAWFlZPbBelrGxMYyNjSs9L5fLn6hb+cOQ1cFn1BVDicVQ4gAMJxZDiQMwnFgMJQ7AcGLhOHTLvlVfmDl7I+6XaZVe85m4FKaN/OqkHQ/z3dXX7/h+tR1HTb2zvBZOpmUyWaX3vZUr4N0jxjiWXJ7I8bdV46OwUrRxUkOfK5tUFUtF45opMS9KirXXjfF8KzUkQvnIjczzW3A36heQWgm5hSM8+s2BuWuzOmy5tv+Koyo388qnb2pLtbKcPK7HiaU2NbMn/BULJEh8UJy8/qHbpm9xMGZoHnvtunPnDoYPH468vDwMHjwYEyZMwPPPP4+cnJxK006ePBmnTp3C5s2bHzuZVV3C53HcvHkTALB06VIsXbr0gdNqelTNmDED33zzDQDtOxheunQJgYGBVc6rueths2a627ExxhhjrKERcG+QYb2oJsHqsTIV8FO0HEvOyVGmEmAsJbwarMCUlgrIdT8g44kN9lXis5NGuJMvwaFEKUIdspC4+xvk3zwJALDy6QS3p2ZAZlL9KAx9xcXfH47/v0XgEyTeKEq5BrWyDBJZTfWdZIw9rsfexSxatAh5eXkYOXIkNm/ejGHDhok9l+7Xp08fAEBUVNTjfpxe8ff3h6dneQ2AHTt2VDlNYWEhDh8+DADo3bt3nbWNMcYYYw2TzMwGMnM7GDdqiiyXnjBu1BQyczvIzGx03TRmIC5lSLH4bmdcyijvfXU2VYIhm02x6LQRylQCurip8M8zxXixlWEksgDAVAY841deQmXl2WLErn4V+TdPQpDK4dr9JXgOmFcvE1kAcOPfZJavLSe9H8TPtjyZdVfihiKVDEUpV3XcIsYY8ATJrJ07d0IQBHz44Yf/OW2TJk1gbGws9ojStQMHDoCIqv23YMECcVrNc5peWRoTJkwAAKxduxa3bt2q9Bnff/89CgoKIJVKMXbs2NoMhzHGGGMMcisn+L28Fo3HLUGhXRAaj1sCv5fXQm7lpOumMQMRESdHbIkjNsTI8V6UEUZtNUFstgS2JoQvw0uwsm8JGlsZXmLkWf/yu44fSbNGYpERjG3d4TPqa9gHDahUYqW+yCoBskvK2+5tzT2zHsTeFHA0Lf+O7kiaoDDxoo5bxBgDniCZlZCQAFNTUzRt2vShprewsKhUm6o+mz17Nho1aoSioiIMGDAAZ86cAVBeb2vp0qV49913AQDTpk2Dn1/d1KlgjDHGWMMmkRmJJ9eCIPBQGPbEkvIFXMqQ4FKGBP/cLK/ktSHGCH9ek4MgoJ+XAruGF2FoUxXqaV7ngcry06He8xbaKE+CBAkONJoB3zHfwtTRS9dNeyKaIYZuFmqY1f8SdrVOM9TwlsQbBYnROm4NYwx4gppZEokEKpXqvycEoFAokJub+8A7+tU31tbW2LZtG/r06YMrV66gbdu2sLS0RElJCRSK8tv29u7dG19/XflW2YwxxhhjjNUH4evMKvxF//73XtYq8qYci3uWwRDlxR1D4u5voCotQH/jf3AO7bGztAPeFYpgouvGPaEb2Vwv61EE2KkRlQTclnij+O5OqBUlkMjr+1LAWP322D2zPDw8UFpaijt37vzntPv374dSqYSvr+/jfpxeCgkJweXLlzFz5kw0bdoUCoUC5ubmCA0NxYoVKxAZGVljResZY4wxxhira191K4FM0Awd1O56JRMIX3UrqftG1TK1sgzJB5YiYdtHUJUWwNTZD6NGjYObhRo5pQK2xdf/O9TdK/5ueMNCa4O/Xfn3lCAPAKmVKEzmulmM6dpjJ7N69uwJAFi2bNkDpysuLsbbb78NQRDQt2/fx/24OvX++++LtbL+i7OzMxYtWoSYmBgUFxcjOzsbhw8fxtSpUyGRGEjlS8YYY4wx1iAN8VVh45CqE1Ybh5RgiO/DjdSoL0qzExG3bhYyL2wDADgED4P3iM9hZuuCZwPLC8GvuiLDQ5wm6LUbOeWJSV/umfVQKt7RkACum8WYHnjsbMvMmTMhk8nw5Zdf4rfffqtymqNHj6Jr1644f/48zMzM8NJLLz12QxljjDHGGGO6I/w7zFDzf0NCRMi+shuxf76GkoybkJpao8mQhXAJmwKJtLyo1Ah/BYykhEsZUlxMr98XrTU9sziZ9XB8bNSQCoR8tSmyBAcUcDKLMZ177K2wt7c3lixZgrKyMkyePBmurq7Izs4GAAwYMACenp4ICwvDmTNnIAgCli9fDmdn5xprOGOMMcYYY6z22ZsSHEzVaG6vwij782hur4KDqRr2pvU3qVWcFgvHmxtQnBYLVVkREnd+icTd34CUpTD3aIWmY5fAsklbrXnsTIAB3v/2zrpaf4caFpQBKYVcM+tRGEsBL+vy5f2WxBvFqTFQlRXpuFWMNWxPtBV+/vnn4ejoiFdeeQXJycni85GRkeJjFxcX/PDDDxgyZMiTfBRjjDHGGGNMB1zMCQdHF0NQK7HnYAIWhHuBJDIYS3XdsseXd20/TIoSkXVuM1LS41CWmwIIEjh3Gg/HkGcgSKoObmygEn/HyrE9Xoa5HcpgVw9rgMfnliey7E0INvWw/brib6fGjRwJEk1bIaTgJIqSr1RKeDLG6s4TX1IYOnQoBgwYgMjISERFRSE5ORkqlQqNGjVCly5dMGjQIC6CzhhjjDHGWD1mLAUU/3bEEgTAqB4mssry0qAqzgUEAXk3ogAA+f/+X2ZmC5du02HTtMsD36OVoxotHFS4lCHFhutyvNBKUevtrmniEENb7pX1KPzt1NgeDySaBQEFQEHiRU5mMaZDj53MOnToEAAgKCgINjY2GDx4MAYPHlxjDWOMMcYYY4yxmnL910nVvqYsysadfz6GzYztD3wPQQDGNVPi7UNS/HlVhqktFZDWs/JZmuLvPMTw0fj/m/xLIE8AQOEdrpvFmC499qa3W7du6NGjx0Pd8Y8xxhhjjDHGdMmp4zgAQtUvSqRw7zP7od5noLcSNsaEpAIJDtypf13UuPj74wn4946Gt0qsoIQUxelxUJUW6rhVjDVcj53Msra2ho2NDWxtbWuyPYwxxhhjjDFWYwqTLuHm5neRdnwVUM2dGH1HLYJtQPeHej8TGTDcr3x4YX0sBH8jm4u/Pw5XC4KFnKBQC0izDgFIjcKkS7puFmMN1mMns3x9fZGfn4/S0tKabA9jjDHGGGOMPREiQn7CGcRtmIP4jW+hIOEsIEhg0aTdv1MI9/3/0TwbqIQAwuFEGW7lPt576EKpCridrxlmyCNsHoUglNfNAoAU21AA5XWzGGO68djJrNGjR0OhUGD9+vU12R7GGGOMMcYYeyxEauTeOIq4ta/j1ub3UJR8GYJUBrsW/eD/3HK493gFMjNbmDj5IMulJ0ycfCAzs4XM1OaRPsfTihDuoQIArL4qr4VIakdCrgA1CbCQE5zNOJn1qDR1sxKNmwMACjmZxZjOPHa/2BkzZuCvv/7CK6+8Ant7e/Tv378m28UYY4wxxhhjD4XUKuTEHEL66Q0ozUwAAAgyY9i17AfH4Kcht3AQp/Wf9CuUBMQePIjG4a9CJgAS2aMnpMY1U+LAHRk2xcgwq20ZTOvBiMMbOfeGGAr1p0OZ3tD0zIpXuwIAStLjoSzOg8zUSpfNYqxBeuxN7scff4yuXbsiOjoagwYNQvPmzdGlSxc4OTlBKq2+EOJ77733uB/JGGOMMcYYYyK1UoGca3uRfnojynJTAAASIzPYtxoIh9ZDITOzrjSPRCaHoFQCAARBgET2eKdEXd1V8LBU406+BFvjZBjpr3z8QOoIF39/MppkVmyuMYztPFCadQeFSdGw9u2i45Yx1vA8djLr/fffhyAI4t0ML126hMuXL//nfJzMYowxxhhjjD0JtaIEWZd3IePMJigKMgAAUhMrOLQZAvtWAyE1tqj1NkgEYGygAp+eNMaqKzKM8FPqfW+nez2zeIjh4xBrZhVKoG7SDsi6g8LEi5zMYkwHHjuZ1bVrVwj6vrVmjDHGGGOMGQxVaREyL25DxrnNUBXnAgBk5vZwDH4adi37QSI3qdP2POOnxNdnjHAlU4pzaRIEO+t3j6e4nPLzN19b/W6nvrI0Alwt1EgukOCudUfY4y8UJEbrulmMNUiPncw6cOBADTaDMcYYY4wxxqqmLM5D5vkIZFzYCnVpIQBAbuUMx7YjYBv41GPVvKoJtibAQG8lNsXKseqKHMHO+nund5UaiM+9VzOLPR5/2/JkVoLcD/YASjMToCzKgczMRtdNY6xBeey7GTLGGGOMMcZYbVIUZiHl8E+4/uskpJ1cC3VpIYxt3eHe+w34P7cC9i376SyRpTGuWXmtrMibUmQW67QpD5RYIKBMJcBISnC34GGGj0sz1PBGgTlMHLwAgHtnMaYD9eCeG4wxxhhjjLGGpCwvFemnNyL7ym6QSgEAMHH0hlO7UbDy7QxB0J9r8i0d1WjlqMKFdCnWXZfjpdYKXTepSpri797Wakj15+urdwL+TWZdy5LA3D0IJRk3UZh4ETZ+YTpuGWMNCyezGGOMMcYYY3qhNDsR6ac2IPv6fkCtAgCYuQTCsd0oWDZpq7c1e8c1U+LCQSnWXJVhWpACMj1MFt3I5uLvNUHTMysmWwKzZi2ReT4ChYkXddwqxhoeTmYxxhhjjDHGdKo4PR7pp9YjNzYKQHmyxcKjNRzbj4K5W0u9TWJp9PdS4uMTRkgplGD/bSl6NVHpukmViMXfuV7WE2liTZBLCIUKATk2rQAIKM1OhKIgE3ILe103j7EGg5NZjDHGGGOMMZ0oSrmGtFPrkH/zpPicpXcHOLUbCbNGATps2aMxlgEj/BRYftEIq67I9TKZdSOHi7/XBLmk/G6QVzOliC20RBMnb5SkxaEwMRo2Ad103TzGGgxOZjHGGGOMMcbqDBGhMPEi0k6uQ2HihX+fFWDtFwbHtiNh6uil0/Y9rmcDlVhxUY4jyVLE5wjw1qPhfET3amZxz6wn5/9vMismS4IW7kEoSYtDQeJFTmYxVoc4mcUYY4wxxhirdUSE/FunkHZyHYrvXit/UiKFbUAPOLYdAWNbN9028Am5WxK6e6qw77YMf16VY36nMl03SZRaJKBAIUAiEBpb60+Srb7SKgLvHYSMs39z3SzG6hgnsxhjjDHGGGO1htQq5MUdRdqp9ShJjwcACFI5bJv3gWPIMzCyctJxC2vOuGZK7Lstw6ZYGWa1LYOZXNctKqepl+VpSTCW6rgxBsDPrjwhGJMlgXloC0CQoCw3BWX56RBMbXXcOsYaBk5mMcYYY4wxxmocqZTIuX4A6ac3oDQ7EQAgkZvCLqg/HNoMhdzcTsctrHmhbio0tlIjIU+CLXEyjA5Q6rpJACoMMbTlIYY1QdMz62aeAIXUDKZOvihOjUFh4kVYNA3XcesYaxg4mcUYY4wxxhirMWplGbKv7Eb6mU1Q5KUCACTG5nBoPQT2rQdDZmKp4xbWHokAPBuowCcnjLHqigyj/JXQhxsxcvH3muVoSrA1JmSXCriRI4GDe1B5MusOJ7MYqyuczGKMMcYYY4w9MVVZMbIuRSLj7N9QFmYBAGSmNnAIHgq7lgMgNTbTcQvrxnA/Jb4+bYRrWVKcSZWgbSPdJ5DuFX/nelk1QRAAfzs1jqdIcT1LgsYeQUg/sxEFiRfhrOvGMdZAcDKLMcYYY4wx9thUpQXIOL8Vmee3QFWSBwCQWzjAIeQZ2LXoA4nMWMctrFvWxsAgHyU2xMix6oocbRuV6rpJuJHNPbNqWsVk1tDgZoBECkV+Gsr+7Y3IGKtdnMxijDHGGGOM/afitFg43tyA4mZukLsGQlmUi4xzm5F5cRvUZUUAACNrVzi2HQ6bwB6QSPWk+rkOjGtWnszaeUuK9CIBjma66xGVUwJklpSPdfS25mRWTfH/t27W9SwJpEamMHP2Q1HKVRQlRoNPsxmrfbyWMcYYY4wxxv5T3rX9MClKRM6lSBTEHkbWpR0gZXmvI2P7xnBqNxLWTcMgSPh2ec0d1GjjpMK5NCnWXZfhlTYKnbVFM8TQxVwNCyOdNcPg+P9bTP96dnmi0Nw9qDyZlRQNyNvosmmMNQiczGKMMcYYY4xVqSwvDariXEAQkBtzCACQe3Wv+LqxgxcadRwLS+8OEASJrpqpl8Y1U+BcmhRrrsrwYisFZDr6erj4e+1oaquGAEJGsQSZxYCFexDST60rT2Y1bq3r5jFm8DiZxRhjjDHGGKvS9V8nPfD10oybsPLpVEetqV/6eqnwv+OE1CIJ9iRI0ddLpZN23ODi77XCTA54WhES8gRcz5Kgo2sgBKkMysJMyMpydN08xgweXz5hjDHGGGOMVcm9z2ygumGDEmn566xKxlJglH/58MLVV3VXPywup3wYHPfMqnkB/9bNupYlgURmDLNGAQAAh9sRKE6L1WXTGDN4nMxijDHGGGOMVck2oDt8Ry2q8jXfUYtgG9C9jltUv4wJVEIiEI4lS3Hj39pKdU1TM8vXlpNZNc3v3+805t+7RZq7BwEA5GXZyLt+QFfNYqxB4GQWY4wxxhhj7CEI9/2f/RdXC0JPz/LhhbronVWkAJIKuGZWbdH0zLqarkZxaixk5vbia3mxh1GcdgPFqbEoy0vTVRMZM1hcM4sxxhhjjDFWLZmpDWRmtpBZ2CNZ2hiuqgQoCzIhM7XRddPqhXHNFNidIMNfsTK80basTu8oGJ9bnsiyNSHYmdTd5zYU/v8ms2KzgOtrZ0GKewlDVXEubqyZIf7dcsb2Om8fY4aMe2YByMvLw2effYbOnTvD0dERxsbGcHd3R/fu3fH+++8jJyen2nlTU1PxxhtvwN/fH6amprCzs0NYWBh++uknEHGRRcYYY4wxVr/JLR3gP+lXNB7+JQrtgtB4+Jfwn/Qr5JYOum5avdDJVQ0vazUKFQIibtRtXwLN0EZf7pVVKzwsCaYyQplgjLtSj6on4tpyjNWKBp/M2r9/P/z8/PD222/j2LFjyMnJgZmZGZKSknDgwAEsXLgQt27dqnLeM2fOoHnz5li0aBFiYmIgk8mQn5+PqKgoPP/88+jbty9KS0vrNiDGGGOMMcZqmEQmhyCUJ0YEQYBEpruC5vWNRADGBpYXgl91VY66vN6tqZfFQwxrh1Ryr25WSejCKqfh2nKM1Y4Gncw6cuQIBgwYgNTUVDz11FOIiopCaWkpsrOzUVRUhNOnT2PevHmwtrauNG9ubi4GDhyIzMxMBAQE4NSpU8jPz0dhYSGWLFkCuVyOXbt2YebMmTqIjDHGGGOMMaYvhjVVwlRGiM2W4OTdujsFE4u/czKr1miSWbF5mnGcXFuOsbrQYGtmFRUVYcKECSguLsYzzzyD9evXQyK5t2MxNTVFSEgIQkJCqpz/yy+/xN27d2Fqaop//vkHXl5eAAAjIyO8/PLLyMvLwzvvvIPly5fj9ddfh5+fX53ExRhjjDHGGNMvVsbAEF8l1l6TY9UVOTq41M3ojXs9s7j8SW3RFIG/UWjFteUYq0MNtmfWH3/8gfj4eJiamuLHH3/USmQ9jN9//x0AMHr0aDGRVdGrr74KCwsLqFQqrF69ukbazBhjjDHGGKufxv071HD3LSlSC2u/106ZCkjIK/8cHmZYe/z+TWbF5JlwbTnG6lCDTWZpklFDhgyBg8OjbWCuX7+O27dvAwD69etX5TQWFhYICwsDAOzatesJWsoYY4wxxhir7wLsCW2dVVCSgLXXan+ATEKeACUJMJcTXMy5Z1Zt0dzR8E6+BEVqri3HWF1pkMms0tJSnD59GgAQHh6O+Ph4TJkyBe7u7jA2NkajRo0wZMgQREZGVjn/pUuXxMctWrSo9nM0r125cqUGW88YY4wxxhirj8Y1K++dte66DIpa7ixVsfi7wOWbao2dCeBk9m/drJwGeXrNmE40yLXt1q1bKCsrAwAkJiYiKCgIv/zyC9LT02FmZobU1FRs2bIF/fv3x/Tp0yvNn5ycLD52c3Or9nM0r+Xl5aGgoKCGo2CMMcYYY4zVJ72bqOBgqkZakQS7b0lr9bP4ToZ1R9M763pWgzy9ZkwnGmQB+OzsbPHxJ598AisrK6xZswbPPPMM5HI57ty5gzlz5mDt2rX48ccfERAQgBkzZojz5Ofni4/NzMyq/ZyKr+Xn58PCwqLK6UpLS1Faeq8IZF5eHgBAoVBAoVA8eoAPQfnv+ypr6f3rkqHEYihxAIYTi6HEARhOLIYSB2A4sXAc+udJYzGSP/6wmAcdtxjKd1xXcVTsSCN/kt9EqXzyxvxL+e97KWvwPXVFV7EIAEb4lWHpBRP8cVmGXp5PVgj+QXHEZpcvN16WqhpdDmpLfV6+mlrLcDhRhqsZgLLJk8XBAxMZezgCEdWLAdQrV67EpEmTHnv+yMhI9O3bFwBw9OhRdOnSRXxt7dq1GDVqlNb0arUabdu2xblz5+Dg4ICUlBTIZOW5v48//hjz5s0DUH7Qpnn+fitWrMC0adMAlPfmcnFxqXK6999/HwsXLqz0/J9//vnAZBljjDHGWE0bMmTIY88bERFRgy1hGvybGJYcpQneT+wFNSR423UfXI3y/3umx/BZcjiSymww1ekEgszu1spnsHInC9yxKiMEPsYZmOFy5Ine60nWd8YakgbZM8vS0lJ87OHhUSmRBQASiQRvvPEGxo0bh4yMDJw5cwYdOnSoNH9RURGsrKyq/JyioqIqP/N+c+fOxaxZs8S/8/Ly4OHhgW69e1f73k9KqVDgwO7d6NarF2RPcLVPHxhKLIYSB2A4sRhKHIDhxGIocQCGEwvHoX90GctT/ftX+5qhfMd1FYdRDb1Pr27dauidynua7I+KQvfQ0Gov5tYXuo4lar8KuxIkuGXZBc91Knns96kuDjUBc1aVn0cM69IMXtYBT9zm2qbr3+RJuGdKsGorkEF26NYlFAeO1M84GKtP6s3aNWbMGAwcOPCx57e2thYfV6xzFRBQ/YY9MDBQfJyQkCAms1xdXcXnk5KSqk04JSUlAQCsrKyqHWIIAMbGxjA2Nq70vFwuf6Ju5Q9DVgefUVcMJRZDiQMwnFgMJQ7AcGIxlDgAw4mF49A/uojlYT7PUL7j2o6jpt5ZXgsn0zKZrFbeVxd0Fcv45krsSpBja7wR3uqghOUTZi/vj+NOvoASlQC5hOBtK4FMUn9qOdXH5cvfAZAKhNwyCTLLytfe+hgHY/VJvVm7qkv4PA47Ozu4ubkhKSlJvHVqVSqOwKw4XcU7GF66dEkr6VWR5q6HzZo1e9ImM8YYY4wxxgxERxc1fGzUiMuR4O9YGSY0r9k6UZri717WBFn9yWPVW8bS8u/6Ro6AmOzaLezPGCvXYDdtvXv3BgBcvXoV1ZUNu3r1qvjYy8tLfOzv7w9PT08AwI4dO6qct7CwEIcPH9b6LMYYY4wxxhgTBGBsYPlNBFZflaOmqxjfyC6/EM93Mqw7AZo7GmY32FNsxupUg13TNMXk79y5g3Xr1lV6Xa1WY9GiRQDKhyUGBwdrvT5hwgQA5cXjb926VWn+77//HgUFBZBKpRg7dmwNt54xxhhjjDFWnz3dVAlzOSEuR4LjKTV7Wnbj355ZnMyqO37/JrNiuWcWY3WiwSazwsLCMHz4cADA9OnTsW7dOvF20nfu3MHYsWNx7tw5AMD//vc/SO4bZz579mw0atQIRUVFGDBgAM6cOQMAKCsrw9KlS/Huu+8CAKZNmwY/P7+6CosxxhhjjDFWD1gaAUN8y4cXrrpSs/XXNMMMm3Iyq87c65nFySzG6kK9qZlVG1auXIm0tDQcOnQIo0ePhrGxMczMzJCdnS1O89577+G5556rNK+1tTW2bduGPn364MqVK2jbti0sLS1RUlIiJsV69+6Nr7/+us7iYYwxxhhjjNUf45op8OdVOfYkSJFSKMDF/MnHGxLdS2Zxz6y6429b/l3fzJVAaVV9XWbGWM1osD2zAMDc3Bz79+/HihUr0LVrV5ibm6OgoABubm4YPXo0jhw5goULF1Y7f0hICC5fvoyZM2eiadOmUCgUMDc3R2hoKFasWIHIyMgaK1rPGGOMMcYYMyx+toT2jVRQkYB112qmn0FGsYC8MgESgeBlXcPFuFi1XC0IFnKCQi0gTVH9newZYzWjQffMAgCJRIKpU6di6tSpjzW/s7MzFi1aJNbXYowxxhhjjLGHNa6ZAifvSrH2mgwvtVbA6AlHqd3IKe8V5G5JMG7wZ3t1RxAAfzs1zqRKkVxmpevmMGbwGnTPLMYYY4wxxhjTpV5NVHA2UyOjWIJdt5683pJY/N2ahxjWNf9/62ZtzW6GSxlcO4ux2sTJLMYYY4wxxhjTEbkEGBVQc4XgxeLvtpzMqmuaIvDZKjNsiavZov6MMW2czGKMMcYYY4wxHRrlr4RMIJxOleJa5pMVD79X/J3rZdWVpHwBlzIkkEvufefbb8pxKUOCSxkSJOVzQXjGahqPomaMMcYYY4wxHXI2J/RqokLkTRlWXZXjo9Cyx36vuH9rZvGdDOtO+DqzSs9llQgYutlU/PvG1MK6bBJjBo97ZjHGGGOMMcaYjo1rpgAARNyQIa/08d4jrxRIK9L0zOJkVl35qlsJZML9PeHKk4oygfBVt5K6bxRjBo6TWYwxxhhjjDGmY+0bqdHUVo1ipYC/Yh9vAI2m+LuzmRqWRjXZOvYgQ3xV2Dik6oTVxiElGOKrquMWMWb4OJnFGGOMMcYYYzomCMC4wPLeWauvyqF+jJJXmnpZvlwvS2cEkNb/GWO1g5NZjDHGGGOMMaYHhvgqYS4n3MyV4GjSo5+qcb0s3bE3JTiYqtHcXoVR9ufR3F4FB1M17E05qcVYbeAC8IwxxhhjjDGmByyMgGFNlfjjihyrr8oR6v5oxbPu3cmQk1l1zcWccHB0MQS1EnsOJmBBuBdIIoOxVNctY8wwcc8sxhhjjDHGGNMTY/8darj3thTJBcIjzXuDk1k6ZSwtHy4KlP+fE1mM1R5OZjHGGGOMMcaYnvC1JXRyVUFNAtZcffiBNCVKIDG/PJPS1JaTWYwxw8bJLMYYY4wxxhjTI5pC8Ouuy1H6kDfCi8+VgCDAxphgZ1KLjWOMMT3AySzGGGOMMcYY0yM9G6vgbKZGVomAHTcfbqxaxeLvwqONTmSMsXqHk1mMMcYYY4wxpkdkEmBMoBIAsOqK/KHm4eLvjLGGhJNZjDHGGGOMMaZnRvkrIZcQzqVJcTnjv0/bYrM5mcUYazg4mcUYY4wxxhhjesbRjNCnSXnBrFVX/rsQvKZnlq8N1Wq7GGNMH3AyizHGGGOMMcb00Lhm5YXgt8bJkFta/XRKNZCQV14oy5d7ZjHGGgBOZjHGGGOMMcaYHgpxViPAToUSlYCNMdX3zrqTL4FCLcBURnCx4J5ZjDHDx8ksxhhjjDHGGNNDggCMa1ZeCP7Pq3Koq8lT3fh3iKG3tRoSvpMhY6wB4GQWY4wxxhhjjOmpwT5KWBoREvIkiEqSVjlNfG758z5cL4sx1kBwMosxxhhjjDHG9JSZHHimaXnvrOoKwYvF3225XhZjrGHgZBZjjDHGGGOM6bGx/xaC339bisT8yuMI43M1dzLkZBZjrGHgZBZjjDHGGGOM6TEva0IXNxUIAv68qt07S03ATXGYISezGGMNAyezGGOMMcYYY0zPjfu3d9aG63KUKu89n6MyRZFSgEwgeFpxzSzGWMPAySzGGGOMMcYY03PdPVRwMVcju1TAPzfv9c66W2YJAGhiTZDz2R1jrIHgzR1jjDHGGGOM6TmZBBgTWLkQfKrCAgAPMWSMNSyczGKMMcYYY4yxemCUvwJyCeFCuhTR6eWncqmK8p5ZXPydMdaQcDKLMcYYY4wxxuoBe1Ogn5cKwL3eWXf/TWZxzyzGWEPCySzGGGOMMcYYqyc0heC3xcuQXSJUSGZx8XfGWMPBySzGGGOMMcYYqyfaOKnRzF6FUpWAny8Zo0htBAEEb+6ZxRhrQDiZxRhjjDHGGGP1hCAA45qVF4JfedkIAOBoSjCVPWguxhgzLJzMYowxxhhjjLF6ZJCPEtbGBBUJAACZlIcYMsYaFk5mMcYYY4wxxlg9kZQvIC5HgnB3pfhcVrEElzLK/yXlCzpsHWOM1Q3ujMoYY4wxxhhj9UT4OrNKz5WogKGbTcW/b0wtrMsmMcZYnWvwPbN2796NkSNHonHjxjAxMYGpqSm8vb0xduxYHDx48D/nT01NxRtvvAF/f3+YmprCzs4OYWFh+Omnn0DE3X0ZY4wxxhhjNeerbiWQCfefZ/w73FAgfNWtpO4bxRhjdazB9swiIkyfPh3Lli0TnzMxMYEgCLh58yZu3ryJP//8EzNnzsSiRYuqfI8zZ86gT58+yMzMBABYWFggPz8fUVFRiIqKwoYNG7BlyxYYGxvXSUyMMcYYY4wxwzbEVwUfmxKtnlgaG4eUoIUD39WQMWb4GmzPrJUrV4qJrOHDhyMmJgbFxcUoKirCtWvXMGTIEADA119/jb///rvS/Lm5uRg4cCAyMzMREBCAU6dOIT8/H4WFhViyZAnkcjl27dqFmTNn1mlcjDHGGGOMsYZBAGn9nzHGGooGm8z6/fffAQC+vr5Ys2YNmjZtKr7m7++PDRs2wNvbGwCwfv36SvN/+eWXuHv3LkxNTfHPP/+gbdu2AAAjIyO8/PLLWLhwIQBg+fLliImJqe1wGGOMMcYYYw2EvSnBwVSN5vYqjLI/j+b2KjiYqmFvykktxljD0GCTWSkpKQCAVq1aQSarPNpSLpejdevWAICCgoJKr2uSYaNHj4aXl1el11999VVYWFhApVJh9erVNdhyxhhjjDHGWEPmYk44OLoY6wcWootlAtYPLMTB0cVwMedkFmOsYWiwySxNr6sLFy5AqVRWel2hUOD8+fMAIPa60rh+/Tpu374NAOjXr1+V729hYYGwsDAAwK5du2qq2YwxxhhjjDEGYykglNd9hyCU/80YYw1Fg01mTZ8+HQBw48YNjBkzBjdu3BBfu379OkaOHIn4+Hj4+PhUqnt16dIl8XGLFi2q/QzNa1euXKnJpjPGGGOMMcYYY4w1WA32boaDBg3C119/jbfeegsbN27Exo0bYWpafkeQ4uJi2NjYYPr06fjoo49gZWWlNW9ycrL42M3NrdrP0LyWl5eHgoICWFhYVDldaWkpSktLxb/z8vIAlPcOUygUjxfgf1D++77KWnr/umQosRhKHIDhxGIocQCGE4uhxAEYTiwch/550liM5PLH/uwHHbcYyndcV3EIFR7Ln+Q3qWIEwuPSjGaoalRDfWMosRhKHIDhxPKkcTz+2s5YwyIQUYMeWL19+3ZMnjwZaWlpWs+bmprimWeewQcffFCpJtbHH3+MefPmASg/aKuq5hYArFixAtOmTQNQngBzcXGpcrr3339fLBhf0Z9//gkzM7NHjokxxhhj7HFp7uj8OCIiImqwJUyDfxPGGo4nWd8Za0jqTc+slStXYtKkSY89f2RkJPr27Sv+XVRUhEmTJmH9+vVo27YtVq1aheDgYBARzp07h3feeQerVq3Cjh07sHfvXgQFBdVEGFWaO3cuZs2aJf6dl5cHDw8PdOvdu1KvsJqiVChwYPdudOvVC7InuNqnDwwlFkOJAzCcWAwlDsBwYjGUOADDiYXj0D+6jOWp/v2rfc1QvuO6isOoht6nV7duNfRO5T1N9kdFoXtoaLUXc+sLQ4nFUOIADCcWQ4mDMX3XYNeuN998E+vXr4efnx8OHTokDjEEgF69eiE0NBStW7dGTEwMXn75ZRw+fFh83dLSUnxcVFRUbcKpqKioynnuZ2xsDGNj40rPy+XyJ+pW/jBkdfAZdcVQYjGUOADDicVQ4gAMJxZDiQMwnFg4Dv2ji1ge5vMM5Tuu7Thq6p3ltXAyLZPJauV9dcFQYjGUOADDicVQ4mBMX9WbtWvMmDEYOHDgY89vbW0tPs7Pz8fy5csBAK+88opWIkvD1NQUr7zyCl577TVERUUhLS0NTk5OAABXV1dxuqSkpGqTWUlJSQAAKyurautlMcYYY4wxxhhjjLGHV2+SWdX1XnocMTExYkE+Hx+faqdr2rSp+PjmzZtiMqviHQwvXbqEwMDAKufX3PWwWbNmT9xmxhhjjDHGGGOMMQZIdN0AXZBI7oWdkJBQ7XSpqani44rDBP39/eHp6QkA2LFjR5XzFhYWikMTe/fu/UTtZYwxxhhjjDHGGGPlGmQyKyAgQBxa+NNPP1V521SVSiUORbS1tYW/v7/W6xMmTAAArF27Frdu3ao0//fff4+CggJIpVKMHTu2hiNgjDHGGGOMMcYYa5gaZDLL1NQUU6dOBQCcPXsWgwYNQnR0NNRqNdRqNS5evIj+/fvj6NGjAIDXX38dUqlU6z1mz56NRo0aoaioCAMGDMCZM2cAAGVlZVi6dCneffddAMC0adPg5+dXh9ExxhhjjDHGGGOMGa56UzOrpn322WeIjY3Fjh07xH+amlylpaXidGPGjMG8efMqzW9tbY1t27ahT58+uHLlCtq2bQtLS0uUlJRAoVAAKB9e+PXXX9dNQIwxxhhjjDHGGGMNQIPsmQWU9876559/sGHDBgwZMgTu7u4gIgCAh4cHnnnmGWzbtg1//vlnpV5ZGiEhIbh8+TJmzpyJpk2bQqFQwNzcHKGhoVixYgUiIyNrrGg9Y4wxxhhjjDHGGGvAPbMAQBAEDB8+HMOHD3/s93B2dsaiRYuwaNGiGmwZY4wxxhhjjDHGGKtKg+2ZxRhjjDHGGGOMMcbqH05mMcYYY4wxxhhjjLF6o0EPM9R3Rv/+qw2kVuPcuXPo27dvrX1GXTGUWAwlDsBwYjGUOADDicVQ4gAMJxaOQ//oMpYHfZ6hfMf1LQ65uXmNvZe6tFSMXV7P68IaSiyGEgdgOLEYShyM6TuBNFXPmd4gIuTn58PS0hKCINTKZ+Tl5cHa2hq5ubmwsrKqlc+oK4YSi6HEARhOLIYSB2A4sRhKHIDhxMJx6B99jUVf2/WoDCWOx2FIsRtKLIYSB2A4sRhKHIzpO+6ZpYcEQeANH2OMMcYYY4wxxlgVuGYWY4wxxhhjjDHGGKs3OJnFGGOMMcYYY4wxxuoNTmY1UMbGxliwYAGMDaAooaHEYihxAIYTi6HEARhOLIYSB2A4sXAc+kdfY9HXdj0qQ4njcRhS7IYSi6HEARhOLIYSB2P6jgvAM8YYY4wxxhhjjLF6g3tmMcYYY4wxxhhjjLF6g5NZjDHGGGOMMcYYY6ze4GQWY4wxxhhjjDHGGKs3OJnFGGOMMcYYY4wxxuoNTmYxxhhjjDHGGGOMsXqDk1mMMcYYY4wxxhhjrN7gZBZjDZharQYR6boZjLE6wus7a4h4uWeMVUetVuu6CYyxx8TJLFan6vsOo6ioSNdNqDFqtRoSiQSCIIh/12fR0dG4efMmn7Toqfq+fBnKcqVZ34mo3sdkCDHoq4SEBKSnp0OlUum6KTXCkJb7hiQ9PR2HDh1CZmZmvV8WDSkWQ5GSkgIAkEjKT4eJqN4fqzDW0HAyqx64ffu2rptQYzQ7DLVaXS93GJ9++ik+/PBDHDp0CBkZGbpuzmO7evUqunTpgi+//BKXL18GcO+3Aepf4qGsrAyDBw/Ge++9h9LSUl03h1WQmZmJsrIyreWrPqp4Mlzf1g8AiIqKwrvvvosTJ06gtLQUgiBoxVSfbN++HampqVoxcC/TmtWjRw8899xz+OWXX3Dp0iXk5+fXy+83NzcX7733Hg4cOIDCwsJ6vdw3RPPnz0e3bt0wdepUrFixAhcvXkReXl69/O0MKRZD0a5dO3Ts2BFLlixBcnIyBEHQOk/h34Yx/ScQr6l67fz58wgODsbTTz+NESNGoEePHnByctJ1sx7Lhx9+CCsrK4wZM0YrBrVarXWAqa+Sk5Ph7u4OMzMz+Pj4ICQkBB07dkTbtm3h7+8Pc3NzXTfxoc2cORPffvstrKysYGtri/bt26Nfv37o1asX3NzcxOk0mwd9/23+/PNPjBs3DgMGDMDWrVtBRHrf5uoolUocOXIE7du3h6mpqa6b80RiYmLwv//9D2lpafj000/RqlWrB06vr7/b0qVLkZ+fj/Hjx8PFxUV8vr5su4Dy5MSBAwfQunVrtGjRAmFhYQgNDUVgYKDWdPr6G2hcu3YNzZo1Q3BwMLp06YKBAwciLCwMJiYm4jT6HoO+27dvH5566inxbw8PD/Tt2xe9evVCcHAwXFxc6s226csvv8ScOXPQsmVLBAQEIDQ0FF27dkXLli21Euy8zOgnR0dHZGZmin+7u7ujd+/e6N27N0JCQuDq6lpvlkVDisUQ7N27F7169RL/trKywlNPPYXRo0ejf//+MDMzE1+rT/t6xhoaTmbpuY8//hjz588X/3Z0dMTQoUMxYsQIdOzYERYWFjps3cMrKysTTzYcHR3Rs2dPjB49Gn379oWRkZE4nT7vMBYuXIiFCxfCxMQEpaWlICLY2dmhWbNmCAkJQYcOHdCmTRv4+PhAJpPpurkPZGVlhYKCAlhZWUGlUqGwsBDGxsbw8fFBWFgYBgwYgPDwcFhaWorz6PNv0717dxw8eBCbN2/G4MGDxS78UqkUcXFxSEtLQ6dOnXTcyoezfPlyvPjii2jVqhWGDRuGoUOHonnz5vWuZ1NhYSHmzJmDpUuXIiwsDBEREbCxsXmoefUtiao5CXFwcEB4eDhGjx6Nfv361ZuD3fT0dDg7OwMAZDIZlEolbG1t0bRpU7Rt2xbh4eHo1KkT3N3dtebTxxP8t956C1988QWMjIxQVlYGKysrtGrVCk899RT69++PkJAQrek1w6n1nT591xMmTMCqVatgZ2eH4uJiFBcXi6+1atUKffv2RY8ePdC8eXM4OjpCLpfrsLUP1rx5c1y9ehVyuRxKpRIWFhbw9fVFSEgIwsLC0KVLF3h7e2vNo0+/xZOqz7GcOHECnTp1grm5Oezs7JCfn4+cnBzx9ZYtW4rLYosWLeDo6Kh1PKlPDCkW4N5w3fqwba3O0KFDsWXLFtjY2MDe3h63b9+GQqEAUJ7AHzBgAEaNGoXw8HCt+erLPoWxhoKTWXru8OHDOHz4ME6ePInjx48jLS1NfM3Pzw/Dhg3DsGHD0Lp1a71OoKxatQoTJkyAmZkZiouLxZNVLy8vDBo0CKNGjaqUbNC3HcaUKVPw66+/wtLSEs2aNUNBQYE4RA8ov8rWokULtG3bFh06dEBQUBA8PDx02OKq3bhxAwEBAVCr1fD09ESvXr1w+/ZtXLhwARkZGVCr1bCyskJgYCB69OiBAQMGoGPHjnp7FTs1NRUuLi5wdXVFfHy8eACoUqkglUrx3HPP4Y8//sCPP/6IadOmPfC99CGu8PBwHD58WOu5Hj16YNSoUejduzcaN26so5Y9mo0bN2LcuHFo3rw5vvnmG4SFhVX5/aampuLmzZuIj4+Hra0tunTpAisrKx21urKDBw+ie/fuMDU1RWlpqTjE0MPDAwMHDsSoUaPQtWtXrXn0bdu1evVqjB8/HkZGRvDz84OVlRUuX76M3NxcyGQyODs7w9/fHx07dkR4eDjatWunlXjUh/VCw8jICEqlEs7OzvDx8UF8fDzu3r0LQRDg4uKC4OBg9O3bF3369IGPj484n74lSAHg3Llz8PLyqpTkfZTvuzbimjt3Lj777DMYGRnh+eefR+fOnbF161asX79eXP6lUinCwsLQr18/hIWFoWnTprCxsYFUKq2xdjypW7duiYmqxo0bw8PDAzExMUhLS4NUKoWDgwP8/PzQvn17dO3aFR07doSjo6M4vz4uMw+rqmVIn9bjhxEdHY1p06bhxIkTCAoKwrx582BtbY2ff/4Zf//9N5RKJYDyEgmhoaHisujn5wdbW1u9WhYNKRalUql1vqHZJujTPu9haI7pjYyMMGzYMAQEBODs2bM4ffo0kpOTxelatmwpjo5p3ry5+LwhJPQYMwjE9F5xcTHFxsZSREQEzZ07l7p27Urm5uYkCIL4LzQ0lBYvXkw3btzQdXOrNHDgQBIEgczNzWnYsGE0btw4aty4sVYMISEh9L///Y+uX7+uNa9KpSKVSqWjlt9z4cIF6t27NwmCQF27dqXdu3dTdHQ0zZo1izw9PcU45HI5+fv708iRI+mLL76ggwcPUkZGhq6br+XgwYPUsmVLEgSBwsPD6a+//qJNmzbR1KlTqU2bNmRrayvG4+zsTH369KGvvvqKrly5ouumV/LFF1+QIAj0yiuvEBGRUqkUXystLRWXs5SUFCIiUqvV4uua5SorK0trPl1JT08nQRBIKpVS48aNqVWrVlrriIWFBY0ZM4b++usvyszM1HVzH6hPnz4kCAKtWbNG63nN969SqWjr1q0UHBxMgiCQo6MjeXp6Up8+fWjdunW6aHKVpk+fToIgkLGxMfXt25eee+458vb21vpdWrVqRe+//z5dvnxZa161Wq0X267c3Fx67bXXSBAEcnBwoPnz59OaNWto2rRp5OPjQ0ZGRiQIApmampKvry8NHTqUPv/8czpx4gSVlpbquvkilUpF8+fPJ2dnZzIyMqIhQ4bQ3LlzaciQIdSkSRMyMTEhQRDIyMiImjZtShMmTKB169ZRenp6pfepuB3QhYsXL5Kfnx+99NJLtHLlSrp48SKVlJRoTaNWq3XWzt9++408PT1JJpPRjBkz6ObNm3Tt2jX65JNPqF27dlrLv52dHQ0fPpx++uknio6Opry8PJ1/v0RECoWCFi1aRNbW1iSRSGjq1Km0cuVKmjlzJgUGBorLi7GxMTVp0oT69+9PH3zwAR08eJAKCgp03fwnsn37dlqwYAEdOnSoyuOPR/l9dPlbqlQqevPNN0kikZCJiQktWbKE8vLy6Pr16/T5559Tx44dtZZFGxsbGjZsGC1fvpwuXrxIubm5erEsEhlOLK+99hrNmDGDjhw5Uqk9SqXyoduoD7F88sknZGxsTIIg0OzZs+nUqVO0ZcsWmjFjBoWGhpK9vb34exgZGVG3bt3o+++/p+TkZF03nTH2L05m1TNZWVl048YN+uKLL0gqlZKpqanWzs/Y2JiefvppWrt2LaWmpuq6uaK0tDQaN24cyeVycnR0pHfffZd+/vlneumll6h9+/ZayRNTU1Pq3bs3/fTTT5SWlqb1Pro+MSwpKaG5c+eSRCIha2tr+umnn4iIqLCwkNasWUPDhg0jGxsbreRDcHAwTZkyhVasWEHHjx/X+cmh5gDi+PHjFB4eThKJhPr370+XLl0iIqJz587R119/TSNHjqSAgAAxcSqTyahJkyY0atQoWrlyJSUmJuoyDFFgYCAJgkBHjx4lovKDKU1i6u+//yZBEKh79+5EVHn50XwXr7zyCg0ePJju3LlThy2vLCUlhUaOHEmCIJCTkxN98skntHfvXnrzzTepadOmWuu6h4cHzZgxgw4ePEhFRUU6bff9oqOjSRAE8vX1rfSa5jdYtGgReXl5iQeJmrikUikFBgbSrl276rrZVcrLy6Np06aRmZkZWVtb05w5c+jnn3+mV199lTp16lTpYLd79+60dOlSMXmqoettV0ZGBs2bN48sLCzIw8ODVq5cSURECQkJtHjxYho0aBC5ubmRRCIhQRDIysqKWrZsSePHj6cVK1boTSI7Ly+P5s6dK25fv/vuO8rLy6MTJ07Q/PnzqWfPnuTm5kZyuVycpk2bNvT666/T7t27KyWMdEWTJJVIJOTs7Ew9evSgOXPm0MaNGykuLq7SiV7FvzWP161bR999912tJbZ/+eUXsra2JkEQaOLEiZSTk0NE5dvYY8eO0Zw5c8jHx0dru+Tl5UUvvfQS/fHHH5SXl1cr7XoUBQUF9P3335OTkxPZ2NjQ//73PyorK6O0tDT6+eefacSIEdS4cWOSyWTiBbfAwEAaOXIkLV68mM6fP6/zdfdxaPYXbdu2palTp9Ly5cvp7NmzVFhYqDXdgxKmV65cIYVCURfNrZJmP56UlEQzZswgQRDI1taWvv/+e3GasrIyOnHiBM2dO7fSPtLb25ueffZZ2r17t65CEBlKLBkZGeK5RqNGjR54obO6C4R5eXmUkJBQ2019IM06XVJSQsuWLSMXFxeysLCgd955hwoKCqikpIROnjxJP/74I02ZMoWCg4O1OhHY2trS6NGj6Y8//nikBB5jrOZxMqueuH9D+dFHH5EgCDRq1ChavXo1Pfvss5V6Czg7O9OLL75IO3bs0FGry2nafunSJXr66adJEARq3bo17dy5k4jKT3y///57eu655ygoKEgrQefg4EBjx46lrVu36jwJpNn5paam0qxZs8ReWF9//bXWdElJSfT9999TeHi41km6s7MzBQUF6TxhUlFcXBwNGjSIBEEgFxcXioiIEF/Lz8+nAwcO0AcffEB9+/alxo0bk7GxMUmlUhIEgcaMGaPDlpfTJE1atmyp9bzmt9Ikhv78808iIq0Dc8008fHxYu8CffHdd9+JVwtfffVVunXrFsXFxdEvv/xCY8aMIScnJ611vXXr1vTxxx/TxYsX9eKgav78+SQIAs2fP5+IqNIJUXx8PJmYmJBEIiEHBwdauHAh/fLLLzR8+HAxpl69eulN4uHGjRs0fvx4EgSB/Pz8aNOmTUREdO3aNfrxxx9p8uTJ1KZNm0oHuyNGjKBNmzZVOoHUpcWLF4vr8Msvv6z125w+fZo+/PBDCg8PF5N0EomEXFxcqGnTprR69Wodtlzbli1bxBO+MWPGiNvVmzdv0tq1a+mVV16hjh07koODg5igs7e3p27dutG8efN0vj/x9/cnQRDI1dW1UjJoyJAh9NFHH9GuXbsqJUWJyvep+fn55O7uThKJhGJjY2utndHR0dSjRw8SBIHat29Pe/fu1Uru5OTk0Pbt22nSpElaF6UEQdCr5X7Lli3k4eFBgiBQ3759tfbD0dHR9MUXX1CvXr3Ebatm29SsWTOaM2eODlv+6GJjY7V+B82xVNeuXWnmzJm0du1aun79eqVkQ8WepBcuXCBfX1964YUXdBFCldasWUMODg4kCAKNGzeO4uPjtV7Py8ujyMhImjp1qjidIAi0dOlSItKPnkAa9TWWH3/8UbzYodnfyeVyrQudSUlJWvOo1WpSKpXisvXVV1+RIAi0cOFCXYRQpb/++kv8ngcMGEB3794VX0tPT6cDBw7QF198QSNHjiR/f3/xYom+becYa4g4mVVPBQUFkSAI4tWQW7du0Z49e+jTTz+lQYMGaZ3s+vn56bi12j799FOxbQsWLBBPWJOTk2nPnj30ySef0LBhw8jHx0c86RIEgSwtLcXeQ/pg3bp14hC2MWPGVHllKjo6mhYsWECtW7cWDyj1TU5ODr355ptkbm5Ozs7OYk+HilJTUykiIoJmzZpF3bp1I0EQxF5puhyep0kqfvzxx2JbNO1JS0sjMzMzkslkVZ64aqbTDFOcPn163TW8GpqDvfz8fFq8eDE5ODiQmZkZzZ07V/xNMjMz6dSpU/TNN99Q3759xaEymn/h4eFirxtdCQsL0+otV3FYV2JiotgrpVWrVrRt2zateVeuXCn2koiLi6vztj/IDz/8ICbbZ82aJf4md+/epf3799Pnn39OI0aMID8/PzEGzVXsgwcP6rTtFU9+tm3bRi1btiSJRELDhw+vNDyyuLiYdu3aRa+//jq1bt1a7J1z/PhxItJtLzPNZysUClq7di25uLiQIAg0fPjwSj15r169SsuXL6fx48dTy5Ytyc7OjgShfEi7Ll25coVcXFyoUaNGtGvXLtqxYwc999xz5OzsLC4zJiYm1KJFCxo3bhx99913dOzYMbFnFFH5MDJN8qs2VOyxc/jwYXFoYceOHen8+fNVzpOUlES///47denShQYNGlQr7XpUFZf7EydOiIm5sLAwOnz4sNa0KpWKDh8+THPnzqUOHTqIJ7cLFiyo41Y/mRUrVoi/1YwZM8SSAhV79fbv358WLFhA27dvr/IC2+zZs0kQBJo2bZoOItCmWeeLiopo5cqV5ObmRoIg0IsvvlhtCYeUlBT6448/aODAgZSfn09E+pHMqu+xTJo0SbyQPm/ePOrXr594oVMQykdWtGjRgqZPn07btm0T26uhVqvFbclff/2lkxiqc/bsWerZsycJgkCdO3emAwcOVJrm9u3btG3bNnr//fepc+fONGnSJCLS7XEwYw0dJ7PqEc3G8tixYyQIAgUEBFSapqioiGJjY2nz5s00f/58CgwMpBUrVtR1U6uk2YlnZmbShx9+SKampmRqakoffvhhpR3BzZs3afPmzTR37lzq06cPOTg4kKmpqS6aXUnF7skrV64UE4eTJ08WTzaqOtnbsWMH/fPPP0RUuaeKruXm5tKbb74pHux+/vnn1U5748YNWrlypV70mtGc/N2fECG6dwVR04OsuoONkJAQEgSBTp8+XattfRyRkZHiULzevXtrJUxLS0vFJMqCBQuoffv2Yg+UESNG6KzNycnJ1LlzZ7K2thYPBiueGC9evFhMQPzxxx/ifMXFxUREdPnyZXJxcSFnZ2fav39/nbe/Kpr1OTc3lxYtWkRWVlYklUppzpw5Yrs1EhISaOvWrTR//nzq16+f2PMmOztbBy2v3s6dO8XevN27d6eYmJgqp0tPT6dVq1bR66+/XsctfDg3b96kvn37kiAI1KRJE9qyZUulE73S0lI6ceIEffXVVxQWFiYud7raDu/cuZM8PT2padOmdOrUKfH57Oxs+u2332jAgAFavfysra2pQ4cONH36dPrll18oJiZG7HX66aef1kmbCwsL6ZVXXiFBEMjMzIx++OEHcXhzVdtWfa05dfnyZQoPDxeHbu3du7fK6XJzcykiIoImTJigN0PqH9a8efNIEAStXlX79u2jF198UeydpulRExAQQKNGjaKvvvpKrO+pVqvFbcOxY8d0GEnVTpw4Qe3btydBKB9GWTEpqQ8Jq0dRn2LJycmhp59+mmQyGS1evJiIyi90bt68mWbOnEmhoaHk7OwsXoS2sbGhTp060fz58ykqKoqIyo8fBaF8OK8+Onv2rHgxrkWLFtUegygUCrp06ZLYC60+DkVmzFBwMktPVbVh1Bwwagr5fvbZZ0RUPs6+qp1ebm4uXbhwQe8SJxoRERFi4fQhQ4ZU6h1AVH4ScuXKFVq+fHmlQtL6Ijo6mrp06UKCIFCzZs20dn4VewrVB+vWrROTJ88995w4fEWhUOjdznrbtm3iiVWvXr1o3rx5tHXrVrHN3bt3J0EQxIRKWVmZOK8mltOnT5MgCOTj41P3ATxAxfX56NGjFBYWRhKJhHr27Fll0q24uJhu3bpFERERNHHiRJ31YNQMU+nVqxcJgkDffPON1utxcXHk5+dHglB+04qq5i8sLKROnTqRmZkZRUZG1lXTH8nevXupWbNmJAhCtb+JQqGga9eu0a+//ko//vijDlr5327fvk2jRo0iQSivb/bXX39RWVkZKZXKavcr+nKCpRm6QlR+AjJgwACx11XFBMX92199uNlDREQECYJAnp6e4nCW+/fTcXFx9Pnnn1OHDh20etU0atSIwsLCxGEuNTlsvaq6XCqVSuzZevPmTZo6dSoJQvmwdE3v3PomPz+f3njjDTIxMSEHBwf64YcfqKCggNRqNZWWlurdvu5RFBYW0ssvvywOI67q9fXr11db3/PFF1+kmTNnisunrmh+g4pDHxUKhbieHD9+nJ566ilx+Ov9vez0iaHEcufOHerRowcZGRnRsmXLKr1+48YN+u2332jy5MkUHBystXw5OzvTgAEDxGODqVOn6iCCh1NYWEivv/46SaVSsrOzo2+//Vbshc31sRjTP5zM0nOaO/lpNp5lZWXk7u5OgiCId9OobxtWTTxKpZK2bdtGLVq0IIlEQs8884x4N8aqipLq6gCz4olPxcea5Iharabjx4+LJ1Pt27evsnuyrg+QK35+dY8VCgWtXr1aPAiZNGkS5ebmVvs+uvTHH3+QlZWV1omei4sLDR8+nObMmfPAYZ2a3+6NN94gQRDoww8/rMumP7IrV66IB4GNGzcW683dT5MM0jXNUAR/f3/asGEDxcXF0eXLl2ncuHHiFc/169cTUeXlqbi4mExMTMjCwkKrboU+qLg93rt3r3hFvV+/fhQdHa01XUW6Sp5Ute2qmAQiKq9lOHToUHHIWsW6eVVNr0v334m04t+lpaXiSbjmYk/FmPVlu0VU/p13795dHIqniaO67/rkyZNV3gSiU6dOddpujR9++EHsFfvCCy9UWddLlyr+1vevA5rvOikpSbwwaGJiQt9++22l99GX5f5RlJSU0EsvvaRVk0hzUe3+dSAxMZEWL15MXbt21aoBZGlpSYIg0Lx583QRwkPLysoSaxna2trS6tWr9Wo9fxT1IZa7d++Sr68vCYIg9rSq6kKnUqmks2fP0rfffksjRozQupGQZjk7cuSILkJ4aNnZ2eJQW2dnZ729IMUYIxKIiMD0yhdffIHg4GCEh4dDJpMBANRqNSQSCTZv3oxhw4aha9euOHDggPi8vlOpVJBKpQBQqc1Xr17F1KlTcezYMfj6+mLp0qXo2bOn+DoRQRCEOm9zRUVFRTAzMwMA5Ofnw9LSEgCQnZ0NW1tbAMDNmzfxzTffYPHixbCwsMDq1asxYMAAvfp9srKyYGdnBwBIT0+Ho6MjysrKkJWVhUaNGqGoqAjGxsa4cuUKJk+ejDNnzqBTp074448/4O3trePWV5aXl4ejR49iw4YNiIiIQFZWltbrLVq0wPz58+Hh4QE/Pz/Y29uLr6nVavj4+CAhIQG3bt2Cp6dnXTdfS8X1ouJjpVIJmUyG9PR0LFy4ED///DNsbGzw3nvvYeLEiTA1NdVls7Vo1tWzZ89i2LBhuH37Nry9veHh4YFTp05BqVSirKwM33//PcaPHw8LCwtxHs02YuvWrRgyZAh69OiBPXv26DokrW1XxccAcPv2bbzwwgvYuXMnnJ2dsXTpUgwdOlR8XR+2XRWXpQfFsmzZMsyZMwf5+fn49NNP8corr4jbPF16lO+wuLgYK1aswLvvvgszMzO8/vrrmDVrFuRyeS238tEQETIyMqBWq+Hs7FzlflytVoOItH4jhUKB/fv3Y8qUKUhKSsJPP/2EyZMn10ibzpw5AwsLC1hYWCAhIQH29vaQSqVISEhAo0aNoFQqkZCQgCZNmuD27dtYvnw5tm3bBltbW/zwww8YNWpUjbSjNlS1PdXYsWMHXn31VcTFxWHy5Mn49NNP4eDgoKum1oj4+HgcPHgQvXr1gru7e6XlS6VSQSKRaK1X0dHR2LRpE9avX4+YmBio1Wpcv34dTZs2rdO2nzx5EpcuXYKrqytKSkqQlpYGT09PpKSkoKioCG5ubkhISIBSqYSrqyvOnDmDNWvWICUlBcOGDcOSJUvQqFGjOm1zdQwpFg2lUolt27Zp7ec0NKeTFZergoICnDp1CsePH0dERAROnjwJNzc33Llzp66arKW0tBTx8fGwtLSEmZkZEhIS4OjoCEEQcPv2bbi4uKCsrAz5+flwdXXFZ599hu+++w4A8PPPP2PSpEk6aTdjrHqy/56E1aXLly/jrbfegouLCwIDA/HUU0+hf//+CAoKAgBs3LgRAMQDWH1PZmkOHKVSKcrKymBkZASJRCI+BgB/f39ERkZi6tSp2LhxI1544QWsWLEC3bt3BwCdnQymp6dj4sSJsLOzg5GREW7evCnu6JKSkuDh4YGsrCzk5OTA2dkZ6enpuHv3LgBAIpEgNTVVb36b9957D8eOHYOlpSUSEhLg5OSEgoICZGVlwd3dHZmZmcjJyYGLiwsSExMhCAKys7MBAKamplAqlTqOoGpWVlbo27cv+vbti48++gh79+7FunXrsGPHDqhUKly6dAnPPvssWrdujS5duqBTp04IDAxEq1atsGfPHiQkJKBjx446T2QB0FpWKj6WyWQgIjg6OmLJkiUAgB9++AFz586FSqXCyy+/rPOEiYamHS1btsTMmTMxf/58xMfHIz4+HgBgbGyMadOmYfr06ZXm0cT8yy+/AADGjx9fl02vRLNtlUqlUCgUkMvlWtsxAHB1dUVERAReeuklrFy5Eq+++iokEgkGDx4MQHfbLgD4/PPPoVKpoFarkZSUBDc3N2RlZYkH6Xfu3IFSqYStrS1SU1ORmZkpnozExMTozTqfk5ODlJQUpKSkoLCwEB4eHrhz5w7UajXs7e1x584dGBsbw9LSEqmpqXB3d0fPnj2xefNmfPzxx2jVqhX69u2r6zC0CIIAR0dH8e+q9hP3Jx+ICHK5HK1atUJSUhIAYMyYMTXSngMHDmDUqFHIycmBmZkZ1Go18vPzYWdnh6KiIpSUlMDGxgY5OTkAAEdHR+Tn5wMA5HI5SktLAehH8nb79u24fPkyLCwscOvWLTg5OaG0tBSpqalwdXVFdnY2MjMz0ahRI2RmZiIrK0tc7q9du4aMjIx6n8zy9vaGl5dXpW2rhiZBSkRQq9WQSqVo2bIlWrZsCT8/P4wbNw5t2rSp80QWAAwbNgzJycliO1UqVaXHFQmCACKCiYkJnJyc9Oq3M6RYgPJ9okwmw9ChQ6tc1yv+rVarIQgCLCws0L17d3Tv3h0XL17EyZMn8dxzz9V10wEA//zzD0aMGAFfX1/cuHEDNjY2ICLcvXsXrq6uKCwsRG5uLpydnZGamgoAsLGxAQD4+PjAwsICgH5s5xhj93AyS89oeiJkZWVh3759iIqKwo8//oh27dqhU6dO+PvvvyGVSjFhwgQA5TsPfUxoKRQKfPDBByAi3Lp1C25ubigqKkJ6ejpcXV2RlpaG4uJiODs7IyEhAVZWVuLJ082bN3HgwAExmaUrK1asQGRkJIDyA3aFQgEAMDc3R2FhIY4fPy4+NjU1hSAIKCoqgrOzM/z9/eHv7w9APxKOixcvRm5uLiQSCdRqNUxNTWFhYYH09HTExcXBzMwMOTk5KCwshFKpRGZmJgICAiCXy9GmTRv4+PjotP0Pw8XFBePGjcO4ceNw/fp1bN26FRs3bsTJkydx9uxZnD17FitXrkRISAh69+6N3bt3AwCmTp2q03bfuHEDJ0+ehEKhgKurK+Lj42FiYiImHm1sbCCRSJCQkIDGjRujVatWaNGiBS5duoSlS5ciNDQUrVu31mkM95PL5ZgxYwbGjBmDjRs3IjIyEo0bN8bgwYMRFhYGoPJ6IQgCjh49ioiICDg5OWHkyJG6aj7+97//Qa1WIy4uTkxgaw54MzMzkZeXB1dXVyQmJsLY2BhSqVRMGu3ZswcDBgzQ6lFT19LT0/H2228DuHeC9DDMzc1hYmICT09PWFlZ1WYTH9p7772H77//Hk5OTkhLSwOgvT3WbNMq0pxoNG/eHG5ubgD06wREc6L3sO2RSqXib/jTTz8BAEaMGFFjvTJ/+OEHpKenw87ODoGBgWjcuDEuXrwIuVwOOzs7JCcnw8PDA0ZGRrh79y7c3NygUqmQl5eHAQMGoHfv3jXSjpowe/ZsXL9+Xeu5/1oHNN+jm5ubuLzUdw+zbAmCIG6nNBceV69eDQCYNm1arbavKrt27UJycjLMzc3RpEkTDB06FHK5HLGxsbCzs4NSqURRURG8vLyQl5eH0tJSNGnSBMnJyXB0dMTgwYPFiz+6XtcNKRaN+/fXDzOtpv0ZGRni8bSuejf9/vvvKC4uRkxMDExMTGBlZQU3NzdIpVJYWlrC09NTvFAdGBiIlJQUeHl5oaCgAC1atECXLl100m7G2IPxMEM9U1RUhD179mDXrl04fPgwbt68icLCQgDlPTQUCgW8vb3x008/oXnz5lpXdzUH9LpOnADAr7/+iilTpmidaFS8GlXVCYiFhQUKCgrg7++P77//Hj169NDpjtzb2xu3bt2Co6MjevfujV69ekGlUsHX1xempqZISUkRu/BnZmbCy8sLubm5KC4uhp+fHxwdHfXit9i5cyf69esHMzMzNGnSBP369YOjoyO6du0KFxcX3L17F+7u7sjJyUFeXh58fX2RlZUFhUIBDw8PCIIAKysrvTqoelhlZWU4f/48/vrrL2zcuFHsIQTcuzqdk5MDc3NzXTURHTp0wKlTpx56+oonZmPGjMHXX38NJyen2mreY6l4xV/j/mFt9z9/4cIFvPPOO4iMjMSCBQuwYMGCumyyaN++fXjqqae0npPJZGKyvaqr6sbGxigtLYWLiwuWLFmCp59+Wqfry6JFizB79mzY2NggICAAHTp0gJGREVq0aAGZTIaMjAy4u7uLJ1G+vr5ISkqCXC6Hj48PPDw80KhRI71IxLu7uyM5ORnW1tZwc3ODvb09WrRoIfaK9fLyQlpaGkxMTNCoUSMkJSXBwcEBVlZW8PHxwYQJE7SGlelSxWHpGo+6nPj7+yM2NhY7d+5Er169nrhNZWVlMDExEf/28fHBm2++iUmTJmkNz7x796445CkvL0/cJ5SUlOjNUOfLly+jZcuWMDc3R6NGjdCtWzfI5XI0bdoU9vb2SExMhIuLC9RqNbKysuDr64u8vDwUFRXB19cXHh4eCAgI0HUYOhMfHw9fX18A5cuqtbV1nX7+hAkTsGrVKvHv4OBgzJ8/H4MGDao03Fbfhg7fz5BieRKa7dvq1asxfvx4tG7dGmfPnq3zdpSWlsLc3BxqtRoODg7o3r07vL29MXjwYLRv3x4FBQXi8p6YmAh3d3cQETIzM+Hg4FDt8QtjTPc4maXHUlJSsHv3bkRGRuLUqVO4e/cuSkpKQESwsbGBt7c3unXrhgEDBqBLly5aO0Rdn4R07doVUVFRsLOzQ1BQEHx9fdG/f3+Ym5sjOTkZTk5OKCoqQlFREby9vZGZmQmlUgkfHx+UlJQgKChIpwfIt2/fRpMmTbSe69q1K/r27Yu2bduiQ4cOYt0sfTd37lx89tln4t/e3t5o1qwZAgMD0bNnTzRv3hyurq71LlH1qPLy8nDkyBFs2LAB27dvR3p6Orp164Z9+/bprE2aq4ASiQQODg7o1q0b2rVrh8TEROTn54vJRhsbGzg4OCApKQmNGjWCXC5HVlYWBg8ejE6dOums/Q/jYXqhZGZmYsyYMdizZw+GDBmCr776Smc12saOHYs1a9bAxsYGzZo1g6+vL/r06SOeDNvb20OpVCI3Nxfe3t7iyXDTpk1RUlKC5s2bi8MXdJ2IB8qH4vbp0wft2rVDs2bNEBYWVm+2Xfv370fPnj0hl8thbW2NIUOGwMvLC61bt0bfvn219nEVh39WfKwvrl+/jnfffRc9e/ZESEgIAgICxGErQNX1Zu5XVFSEN954A2fPnsWJEydqpF0JCQmYP38+rl27hnPnzmldFHv22WcxduxY9OnTR2sezfBVfTsJf+2118Sh2MbGxujZsyfCwsLQtGlThIeHa9VMZJVt2LABo0aNQp8+fcReNHX9+YcOHcKxY8dw4cIFrYsGzzzzDCZOnIgBAwZozVNaWgqJRKJ3y6IhxVITPv30U7z33nv48ccfa6zO36O4ePEixo4di5ycHCQlJUEikcDZ2Rlubm7o0KEDevTogTZt2lQ67q/qwhxjTL9wMkvPqNVqccNZ8aD26tWriIyMxK5duxAdHY309HQolUpIpVI4ODigefPm6NWrF/r374+WLVvqMAKIvZRKS0uhUqng4+MDLy8vBAQEYMiQIQgODq7zK36P4/bt29i7dy/Wrl0rDkkDyoe4dOnSBf3790dYWBi8vb1ha2urN1f/q3LixAls2LABW7ZswY0bN8TnPT090apVK7Rv3x5t27ZFUFAQXFxctOatjz2y/ktKSgr++usvtGvXDu3bt9dZO5YsWYLXXnsNQHnPRFdXVwwbNgwvv/yy1nCXildvKyaqDeG3UavV+PvvvzFixAjI5XIcOXIEbdu21UlbVCqVONRDEAQ0btwYfn5+8Pb2xpAhQ9C+fXuxhoY+u337NlavXo1ffvkFcXFx4vOurq5o27YtunbtipCQEHh7e8PV1VXrQF3XF0IqOnnyJObPn4/o6GixhomFhQV8fHwQFBSE0NBQtGrVCgEBAZWGRd5f6FvXpk+fjmXLlsHR0RE+Pj5o164dOnbsiDZt2sDX11errQ+T2KpJGRkZSEhIwNmzZ3H06FEcO3YMMTEx4uv29vYYP348Jk2apHV8oTle0ZfvOScnB7/++itWrVqFc+fOic87OjoiODgYYWFhaN++PXx8fODu7q6VNDCEbWlNOHfuHMzMzMQyCXUtOzsb8fHxOH/+PI4ePYrjx4/j6tWr4uu2trYYO3YsJk+erDW8vrpjZ10ypFj+i2b9ISIQUaV9SGFhIU6dOoVOnTrB2NhYJ20sLS1FVFQUtm/fjgMHDiAmJgZFRUWQSqVwcnJCQEAA2rdvj/DwcHTo0EGrF21db5MZYw+Pk1l6rKq7GRERjh07hn/++Qf79u1DTEwMcnJyoFarYWxsDBcXFwQEBGD9+vVaV33rklKpxJYtW3Dw4EEcOHAA165dg0KhgEwmg6OjI5o1a4ZOnTqJB5YVE1sqlQqCIOjNyRRQ/p1fu3YNW7duxYYNG3DmzBnxNTs7O/Ts2RN9+vRBhw4d4OnpCQsLC73d4anVauzatQvr1q1DZGSkWIPG2NgYvr6+aN26Ndq3b4927dohMDCwXiQd67PIyEj8888/uHTpEi5evCgW3QeA0NBQDB06FMOGDdO6WqhWq6FQKGBkZKRXy1nFk8H/elzVAW9WVhbi4uLQrl07nZ1YqtVq8UB3//79uHr1KkpLSyGTyWBvb4/AwEB06tQJoaGh6Nixo9bBbsXivvrkwoUL+OWXX7B69Wqtu336+/ujc+fO6NSpE9q0aQMvLy/xTqf65u7du9i8eTM2bNiAqKgosV6Wra0tmjVrhpCQELRv3x7BwcE6TwxVx8TEBGVlZTAzM0NRURGA8uRiy5Ytxd6+QUFBlW5GUXFdqOqYoCapVCqkpaUhJiYGp0+fFk/AU1JSxGkCAgIwefJkjB07VuvCh74Nw7lx4wZWrlyJ33//HYmJieLzXl5e6NSpEzp37iwmEiuWa2C6cf82X61WIzU1FbGxsThz5oy4LGpufgAATZs2xeTJkzFu3Di9qnVmSLE8DE28t27dqtSzSV/cf5EmKysLe/fuxT///IOjR48iISFBHHLt6uoq1sgKCwtDmzZtdJaAY4z9N05m6QnNleegoCDY2dlVutJZ1YlSQUEBDhw4gH/++QdRUVFITExETk4OQkJCHqkGT21KTU0VdxjHjx/H7du3oVQqYWpqCnd3d7Rs2RJdunRB165d0apVK6249amHgEZpaSnOnj0r1mBKSEgQX/P29kavXr3Qu3dvtGnTBs7OznpTS6Sqk6Ds7Gxs3boV69atw8GDB8UTLCsrKwQEBCA4OBgdOnRASEgIfH19teqq1EeaA64TJ07AysoKfn5+enHypSlIeubMGZw4cQJnz57F9evXUVBQAACwtLRE9+7dMWrUKAwcOFBriJg+Jn8NRUZGBvbv34/t27fj2LFjuHXrFhQKBUxMTODm5obmzZuL2642bdpoDWvT9baLiKBSqSrtR3bt2oWffvoJmzZtEpM8MpkMwcHB6Ny5Mzp27IgWLVqgcePGOq0jp6HpfXx/L+WNGzdi06ZNuHjxovi8m5sbWrRoISaGWrVqBQ8PD100u5L4+HiEhoYiIyMDrq6u8Pf3x/Xr13H79m0A5ft1b29vtGrVSuwt2rx580p3M6vLJG9paSmSkpJw9epVnDx5EkeOHMGpU6fEuxgCQLdu3fD8889j2LBhenGyp1nu719mjhw5gp9//hlr165FSUmJ+P+wJ/oAAP39SURBVHyrVq3E5b5Vq1Zo0qSJ3tz4QFf0sYea5g7S165d01oWc3NzxWlCQ0MxZcoUjBw5Um+Ou6piSLEA9/Z1cXFxaNq0qV6dfzys+Ph47Nq1Czt27MCZM2eQkpICtVoNS0tL8aY73bp1Q/v27XU+8oUxVhkns/REYGAgrl+/joEDB6J3797o3LkzvL29YWVlVemkSKlUQiKRaD2fnJyMvXv34o8//sCkSZNq7Jbdj6uqOjkxMTHYuXMnduzYgXPnziE1NRVEBCsrK7EOSteuXdGlSxf4+fnpsPUPJycnB1FRUdiwYQMiIiKQl5cnvtahQwe0a9cOs2bN0rsrVVUlQOLj48UE3cmTJ8XnGzVqhICAALRr1w4ff/yxXiR/nuRgu7CwEM7OzigqKsKtW7cq9YLQtezsbFy5cgWnTp3CyZMncf78ecTFxYk9UVxdXdG/f3+MHDmyUpFyXSkoKMCdO3dQVlYGd3d3xMTEwMzMDObm5rh58yYcHBygVCrF4suFhYVITExE48aNcffuXRQUFKBJkyY4ffo0mjRpgtGjR+s0nqq2XfHx8eK2S3OwS0TiwW7r1q0RFhaG0NBQBAYG6rD1lVU1FKy4uBgbNmzATz/9hKioKPF5a2trMYH91FNP6fyOshrV1S05fPgw1q9fj61bt1aZGNIk58LDw3WabCkrK8P69esxe/ZspKWl4fXXX8drr72GxMREfP/999i5cydycnIAAGZmZvDz80ObNm3E3yIgIKDOkotVbV/z8/Nx+/ZtREdH4/jx4zhy5IhWfS0AOH36NIKDg+ukjQ+jquVeM6T5559/xo4dO8TnTU1N0bZtW3Tp0gXBwcEYOnSo3gydNHSa5e3s2bOIiIhA48aNMXz48GqTigUFBeKyeOLECXFZ1NygY/Dgwdi8eXMdRnCPIcXysDTJY81NRyZNmoSff/5Zb4Z5a36TCxcuID8/H/b29ggICBAv5tx/fnX27FlERkZi9+7duHTpErKysiAIApycnGBhYYHNmzejefPmugiFMVYdYjpXUFBATZs2JUEQxH8uLi40fvx4WrVqFV2/fp0KCgoqzadWq0mhUJBara70vL5Qq9WkVCorPX/8+HF67733qEuXLmRra0uCIJBUKiUnJycKDw+nSZMm0blz5+q+wRWo1WpSqVQPNW1iYiL98ssv1LdvX63f8c6dO7Xcyv+mVqvFZeL+x1X9NidPnqTZs2drLZNDhgwhInro76M2VNXWh13WNdNt27aNBEEgT0/PGm3bk6oqjqSkJIqMjKSFCxfSwIEDqXHjxlrLVvPmzWn+/Pl05swZHbT4njFjxpCnpycZGxuThYUFNWrUiARBICsrK7K0tCRBEMjGxoakUikJgkDW1tZiDBYWFloxvfvuuzqNpaLq1o/Tp0/Thx9+SF27diV7e3sSBIEkEgk5ODhQly5daOLEiXT48GEdtPie6tYLpVJZKabExET6+OOPyc/PT+u3+OKLLx74XrqiUqkqxVBcXEybNm2iESNGkJ2dnRiDqakptWzZkoqLi3XUWm0xMTHUq1cvEgSBgoOD6dSpU0RUvq4vWbKEunfvTkZGRmL77e3tKTQ0lGbMmEF//vknXblypU7bW9Vvn5GRQSdPnqRly5bRpEmTyMvLi4yMjOq0XY+qquU+MzOTFi9eTG3atNFa7nv16qWjVtYtzb48Pz+fsrOzdbqex8fHU0hICAmCQOHh4XTo0KFK01TVvszMTDp9+jStWLGCnn/+ebK3t6etW7cSEZFCoaj1dlfFkGJ5FJqYT58+TUS6PVa834kTJ8jGxoa8vLzoww8/pNLSUq3XqzrWLykpoT179tDMmTMpJCSE5HI5WVpa1mWzGWMPiZNZeiI/P58OHDhAL7/8Mrm6umodXAUGBtLrr79O27Zto9u3b1NJSUml+VUqld7v8FQqVaUdRmFhIUVGRtIrr7xCQUFBZGZmRhKJhARBoAsXLtR5Gx90QPcwB3tqtZquXLlC77//Pk2cOJGI9Gen/qD2V3WCqFQqKTIykgYPHky7d+8Wn9OVP//8k9avX083btx45JNTTeyjR48mQRDo008/rY0m1oj7fyeVSkUxMTG0fv16euONN6hbt27k6Ogobh+aNm2qo5aWJxE07XByciIXFxcKCQkhLy8v8vT0pLCwMPL19aXGjRvTwIEDycHBQTxJd3d3pxYtWogJbWdnZ0pMTNRZLBrVJX7vX4+Li4tp9+7d9Prrr1ObNm3IwsJCTNjt2LGjztv9qBQKRaWYzp07R6+99hrJ5XKKiYkhIt1tvx5me6tUKiu1LyUlhZYuXSomjcLDw4lIt9vhisvP8ePHKTw8nARBoNatW1NUVJTWtJcvX6aFCxdSq1atxHVLIpGQpaUlzZw5UxfNJ6LKv4dSqaSkpCTasWMH7dq1S0etenRVLTPXr1+nd999lyQSCX311Vc6atmjq/ibPGoySnO8OHXqVBo5ciStXLmSMjMza7R9DyMlJYWGDx9OgiDQU089RTk5OY/8HiqVipKSkiqtS3XNkGJ5GJr16PTp0yQIAvn6+uq4RZUdPHiQunTpQoIg0Lhx4+jmzZtEVP36UtV5SkZGBv3222/022+/EVH9SC4y1pDwMEM9lJGRgQMHDmDDhg3YunWrVo2HTp06oW/fvggPD0dAQECV9bXqg4q3/9ZITU3Fvn37sHHjRmRmZuLAgQN12ib6tztybGws9u/fj/Pnz6Ndu3YICgpCmzZtHrkGjqaWAOmoBkVRURGOHDmCVatWwd3dHU5OTmjZsiVCQkJgbW1dbbtqu8jw4yguLoa5uTkcHBzQuXNndO7cGW3btoW/vz+cnZ0fah1ITU1FkyZNUFpaitu3b8Pd3b0OWv74qIrC1cXFxbh+/TrOnDmDM2fOYPv27Xj55ZcxZ84cnbRxx44d6N+/P4yMjPDee+/hxRdfhEwmg5WVFZKTkyGRSNCoUSMkJCSgcePGGDJkCLZu3Ypvv/0Wr776KuLj42FhYQFbW1skJCTA19dXJ3E8iqq2XRkZGdi3bx8iIiJw6dIlXLhwoU7bpFmXlUolrl27hsOHD4t3WfXy8oKjo2O1dbyomvpa+iA5ORlA+XAcFxcXrXpx91OpVJBIJFrry4ULF2BiYgJ/f3+9KlCuUCgwd+5cLFq0CBKJBJ999hmmTp1a6YYbhw4dwrp167Bz507Ex8fjhx9+wIsvvlijban4vVR8XHH/BZRvhx60DOlbnaWKKrZP81hzIw25XK4Vk67r3T0KIsLVq1fRrFmzx5pfs1/VSEhIqPM6c5rhab1798ZXX32F5s2b16vfoCJDikXjQeu2Znsxc+ZMfPvtt/jwww8xb948vRliCEA85nj11VexYMEC2NnZ6f32ijH2iOo+f8Yexc2bN+mHH36gbt26afXWMjc3p/79+9N3331HZ8+epezsbL3pAVRRdVcONY9VKhWVlpZWukqSkZFRNw2soKysjCIjI8ne3p7kcrn4XVtbW9PYsWPp0qVLleapqueGPvwOt27dosmTJ2stM8bGxhQcHFxlr6SK378+xaFx9OhRrVg0VwHHjx9PS5cupePHj1N6enql+Sr+Lj///DMJgkChoaF13fwnplQqK60jmZmZtG/fPsrPz9dJmzTt+e2338QhkJMmTaKrV69WOV1eXp7422mujuoDTfvy8/Ppn3/+odWrV9OyZcto586dYk+FB13Fvf+1qpbDupCZmUnPPvusOPRREATy9/en6dOn0+XLl6udr2IPtKp6/epCfHw8TZw4kSwsLMjNzY169epFs2fPpv379//nvEqlstIwEn2i6d2alJREs2bNIolEQs7OzvTDDz+I09x/5b+oqIg2bdpUa3GVlZVpfZaGprxBaWkpFRYWEhFRTk6OOE18fLzW9Lqkb8Nh68KqVatIEAT68ssvtX7DhxUfH0+TJ0+mFi1aUEhISC208L95eXmRIAh0/PjxR5qvtLSU1q9fr5PeZNUxpFgellqtFs9Pbt26RUT6c+x46NAhcT+Ym5v7UPNotiMJCQl05coVrXMVxph+4mSWHqt4cFZWVkZnz56lefPmUVBQkNZJvZubG/Xv3/+Rd6BM29atW6lZs2YkCAKZmZmRr6+vWP9HEATq2LEj5eXlVTu/5ve6e/cuJScn11WzqzR58mQyNzcnQRCoVatWlerhvPHGGw88+C8oKKCysjI6cOCA3pwkJCcn05o1a2jIkCFadWUkEgm1adOGXnnlFVq9ejVdvHixyt+pe/fuJAgCrVy5Ugetr1pVScT7n9d3RUVFtGzZMrH+1ZgxYygtLU18XXNi/ssvv5AgCNS3b18i0q+Dw4SEBAoLCxOHONvZ2VFQUBBNnjz5gXWKNDGUlZXp9DfLz8+n5557TlwnGjVqpJWQt7GxoaNHjz7Ue6WmptZyax9s//794hBBY2Njre2Wv78/rVu3TpzWEE40VqxYIa47U6ZMEfcdmppttRHbTz/9RB999BFNmDCB5syZQ7NmzaKRI0fSjBkzaMKECdS/f3964YUXaMiQIdStWzd69tlnKTQ0lMLCwujpp58mf39/6tatG/n5+dHPP/9c4+17FHFxcVRYWEg5OTl05coVys3NpaSkJDp//jxlZGTQpUuX6NSpU5SSkkKHDh2iI0eOUExMDG3fvp2OHDlCx48fp40bN9LmzZsfKyGkS0899RQJgkAeHh70+eefi8nOR9kWZWRk0NGjRx+Y8K4t+/fvJ0EQqEuXLo88b25uLnXv3p1CQkLo5MmTtdC6R2NIsRARRUVF0apVqypdnLpfaWkpbdy4kZYsWUJE+nXsMnbsWBIEgRYvXkxEj1Ym46+//qKRI0fSli1beFghY3qOk1l6pOJBq+ZxVTuGlJQU2rFjBwUHB2udsOgymZWUlER3796lW7du0YkTJ+ju3bt05swZOnz4MN26dYv27dtHBw4coAsXLlBERATt3LmToqKiaOXKlbR9+3batm0bLV26lH7//Xfat2+fTmLQHBgOGjSIdu/eTSdOnKANGzbQ0KFDxe/5s88+I6LyWl+XLl2iTZs20dKlS2nKlCk0ffp0CgoKIldXV7Gwry5ERUWRIAjk7OxMixYtoqtXr9KdO3for7/+oq5du5JcLicLCwvxpPX69eu0adMmWr58OT333HM0depUatWqFbm7uz/WgVldiI2NpW+++YY6d+6sdbJrYWFB3bp1o3nz5tGWLVsoJiaGlEol3bhxQ5xG08NAl/Lz88UeDWlpaWKPmFu3blFRUREVFRXR9evXqbi4mG7fvk3R0dGUn59Ply5dogsXLlBGRgZt3779sWpy1JYLFy5Qp06dSBAEatKkCf3111+kVCrFA0HNb/Xnn38Skf4kIK5du0b9+vUjQRDIxMREq0C9IAjUokULio2NJaIH18rQVY8sovLecYIgkLu7O7355pv0999/08aNG+n5558nBwcHkkgk9Mwzz4jTZ2Vl0Y0bN+jw4cP0/fff09KlS2ncuHHUq1cveu+993QWBxHRwIEDxVimTZtGH3/8MfXv359kMhkJgkB+fn6VLhYoFAqKjY2l27dv07p16ygiIoKef/55SklJ0VEU91S1nFe8uUBJSQmtWbOG/P39SSqV0sSJE2u1dlxJSUmlXq6aJK4gCFrHFBUfV/dP0xtDF65du0ZBQUFkZ2dHzZo1oyZNmpCJiQkFBASQtbU1mZqako+Pj5gY9fT0FOPS3CjAyspKXLbqk/T0dBIEQazTJwgCvfjiizrrqfs4XnnlFRIEgb799lsievhaRJrj4kmTJpEgCLR+/Xqt53XBkGI5deoUNWvWjDw9PWnz5s2VXv+v+qv6oKSkROylrNk3P2zdWyKi8+fPi/t/XdaKZYz9N/0Y1MwAaNdgKSsrQ1lZGTIzM3H16lWUlZVh//79ICIcP34cpaWlyMrKEm/h6+TkhA4dOuiq6Xj55ZcREREBDw8PpKSkQKlUwt3dHYmJiQAABwcHZGRkQCqVwtTUFAUFBZDL5VCpVFCr1TAyMkJZWRkAYOXKlXXe/ujoaOzduxeurq5YvXq1WJulffv2CA0NxbBhw3D8+HEkJCTg999/x3fffYeEhARkZmZW+X5t27aty+ZrWbp0KQBg1qxZmDlzJoDyOiBPP/00SktLceTIEZSVlWH37t34888/cfXqVdy6dUvrPeRyORQKBaZMmQIAelUDAQB8fX0xY8YMvPTSS7hw4QL+/vtvbNy4EbGxsTh48CAOHjwIZ2dntG/fHj179sSlS5cAAM888wzMzMx01u6kpCQ8/fTT8PDwQFxcHCwsLGBqaoqYmBi4ublBqVQiISEBnp6eyMjIQE5ODjw9PZGWlobc3Fx4eXnh5s2bAABXV1dcvnxZZ7FoUPlFEbRs2RKffPIJ5s6di+PHj+Ojjz6CsbEx+vfvj7S0NBw7dgympqYYMGAAgMq3xNaVX375BTt27EDr1q0xcuRIDBo0CDdv3sTy5cuxY8cOXL58GatWrcL7778PmUyGhIQEKBQKREVFQSqV4sSJEygpKcGRI0fw8ssv45VXXqnzGJYsWQIA+PTTTzF27FgA5XWZOnfujMLCQqxZswaXL1/GtWvX8MMPP+DChQs4fPgwbGxskJOTo/VeL730EgDd1A46cuQItm/fDg8PD/z9998IDg4GESEvLw8rVqzA/PnzERsbi9jYWOTl5WHfvn3YsmULSktLcfHiRZSWlkKtVqO4uBg+Pj5o1KhRnba/Is02UyKRIDc3F9bW1igtLUVRURFsbW2Rn58PALCxscHTTz8NS0tLvP/++/jtt9+QmpqKZcuW1Ur9otWrVwMAnJ2d8cILL8DJyQkqlQq2tra4c+cObGxsYGNjg7i4OLRt2xbvvPMOzp8/jxdffBFdu3bF9evX4eTkhOLiYhQXF6Nx48Y13saH9e233yI6OhqWlpbIzc2FqakpFAoFcnNz4eTkhBs3bkCtVsPX1xdJSUm4c+cOAMDc3BxOTk4wMzNDUlISrK2tMXnyZJ3F8Tg0v+PQoUPh7OyMH3/8EStWrEB2djbef/99BAQE6FWduPsplUpx/xUeHg4AD91WQRBARHB1dQVQdX3JumRIsQDA8uXLcfXqVbz++usIDQ0FoH0MmJeXh1OnTsHY2Fg8LmnevDkA/dmvR0VFISsrC507d4aDg8ND788037uJiQns7OxgYmIizst1thjTT/pzdtpAJScnQ6VSIT4+HvHx8cjMzMTx48dBRDh8+DDMzc2RkJCgNY9EIoFarYazszOsra0REBCAqVOn6iiC8hP0iIgISCQSeHp6ws3NDdevX4etrS3s7Oxw9+5dNG7cGI6OjiAiFBYWoqCgAFZWVmjRogVSU1ORmpqKli1bIi0tDc8880ydx7BixQoAwIsvvghLS0uUlZVBLpdDEAQ0atQIAwcOxPHjx7FhwwYxWeTo6IigoCCoVCq0a9cOBQUFaN68Odq3bw9ANwmgkpISrFmzBqampuLBecUD2oEDByI0NBSHDh3ClClTUFZWBlNTU3Ts2BGFhYXo1KkTCgsLERAQgEaNGmHo0KEA9OcA5X5yuRxt27ZF27Zt8fbbb+PYsWPYsGEDIiIikJqaiq1bt2Lr1q2wsrICADE5pyu///47Tp8+jcuXL6O4uBgAxITCnTt34OjoiPT0dKSnp8PDwwO5ubmIjo6Go6MjSkpKcP36dTg6OiI1NRVeXl4wNjbWaTxA+cGf5iAvPDwcmzdvxuzZs7Fq1SoMHDgQixcvFhNwzzzzDKysrPSmKK5SqcSyZcsAAMuWLUO7du0AAM2bN0dYWBhGjRqFXbt24dy5czh69CiWLVuGffv2ITMzU+vGHBqaRF1dunLlCk6fPg0fHx8xkUVEkMvlcHFxwbRp07Bnzx6kpqaie/fuSE1NBQDY2tqirKwMXbp0QXp6OkJCQmBpaanTdf7HH38EUJ6I1ySyAMDa2hoTJkzA5s2bcerUKXz00UeIjo4WYwEAKysrFBYWokmTJsjKysKzzz4LQHeJ+G+//RZr1qxB06ZNkZaWhsLCQri4uCApKQlqtRr29va4c+cO5HI5rKyscPv2beTm5gIo344rFIpaaVdgYCBatmyJq1ev4uLFi/juu++qvRlGQUEBzp8/DwB4++234enpCUB/Cr5rbrQQFBSEcePG4emnn4ZarUZiYiI8PDwglUqRkJCA1q1b49ChQ+jZsyecnZ1x4sQJZGZmwtPTEzk5OUhMTERQUJCOo3k0v/zyCwDg1VdfhZ+fH27duoXIyEisX78eRUVF+Prrr+Hj46PjVlYvPT0dUqkU1tbWyMvLA/DwCRzN/kMulwMovwGHLhlSLJmZmfj1118hk8kwf/58sWC6TCaDWq3GRx99hIiICJw7dw5A+YVFV1dXdOrUCWPGjNGb9SglJQVGRkbw8fGBQqF45H2AnZ0d7OzsoFarkZycrNOkPWPsP+iiOxgrH2feuXNnateuHUml0kpDW+4f5uLj40NTpkyhF154gZYvX07bt2+nEydOUEFBAWVkZOi0S/L27dvFOlPjx4+nmzdvUmFhIV27do3KysooNzeX4uPjxTZqbjm+dOlSysjIIJVKRXfv3qVr167prACmZsjBtWvXiOheV2lNV/Fvv/1WrKUzatQoOnnyJJ07d46USiUVFBToTZ0AzXCjZ599loi0awRo2qgZahEUFETr1q2j6OhoUigUpFKpxOkfNMy1Prh79y6tXr2aBg8erFV3R9c0BWLDw8Pp7NmzdPbsWdqzZw9dvXqVdu/eTYcPH6YrV67QsWPHaM2aNeJ6dfjwYYqJiaGIiAjatWsXHTt2jOLj43UdjhaFQiHWbLl9+zZNnz6djI2NydHRUVy/Dh48SET6MxRB8x0PHjyYiO6tL5rl/vfffycLCwsyNzcnGxsbcSirTCajkJAQat68OT311FM0ZcoUmjlzpk5imD17NgmCQAsXLiSie9ssTQzJycni8u/i4kJfffUVrV27lhISEuj69euUnZ1NRKTz4bcKhYKMjIzI1NRUHB5YsSYZEdHUqVPFWLy8vGjw4MH0/fff0+LFi2n79u10/vx5OnHiBCkUikrfQ13TLC+CIJCpqam47JiYmJAgCOTg4CA+9vDwIBMTE7Kzs6MWLVrQnDlzanVoy969e6lFixYkCAI1a9aMDhw4oPV6cXExERGtXLmSBEGgXr16ERFpFaDX9dAbtVpNGzduJD8/P5LL5TRq1Ci6fv261usVvfHGGyQIAs2aNauum1rjrl27RoIgUGBgoNbz7733nlhPMjAwkLZs2SLePERftrlE99brrl27kiAItGHDBiJ6+KF5mvk1tfV27Nih9XxdMqRYiMpr+AmCQJMnTyaie9ve4uJimj17tjj02NbWtlKJh379+tH58+d12n6Nffv2kSAI1KlTp0eqhafZbty5c4cEQaCQkBC9vqEIY4xrZunMH3/8IdY7kMvlFBQURIMGDaIePXrQu+++SwsWLKBDhw5RVFQUpaenU2lpqc4PHqtz9+5dev3118WaM5qTqqqkpKSIB/eaA2ZdJ0x27txJgiBQ//79iah8J6xQKLTu8tWzZ08SBIE+//xzrbuiVEz66DoOIqKwsDASBIH+/vtvrec1y87Zs2fFejQVC1tXFYc+xFMTYmNj6YMPPqjyLo51LTIyklq2bCmeIFY8+brf//73PxIEgSZOnFiHLXw0SqWS4uLiqjxYVKvVNH/+fPFg18rKik6fPq31uq716NGDBEGgTZs2EdG9ExDN+qIp6mtsbExt2rShr7/+mk6ePEk3btwQ78j4oJtC1AVnZ2cSBEFcljRt18Ty559/kiCU38BCX4oLV0WTWBw+fDgRVb18aBIwL774It24caOum/jQtmzZQoIgkKWlJfn7+9Mnn3xCf/31F23ZsoXi4uLo9OnTdOTIEUpOTqZTp07RhQsXKC0tjc6cOUOxsbF1sm9MTk6miRMnkiAI5OrqSsuWLRPvXqhZn0NDQ0kQBPrjjz+ISPcnqFW5du2a2E4HBwexJh+RdsJNk1A/e/YsEdXvCzZz5swhQRBowYIFRHTvLqRZWVn0wQcfiInU9u3bixcQ9I1KpaIxY8aQIAg0evToh55P83tlZWWRiYkJmZmZ6fyOmoYUi+ZGIhEREUR0L7Gt2T47OzvT888/Txs2bKDLly/TN998QyEhIeJ+vl27djrfJxLdO6739vamO3fuPPR8mv3m8uXLSRAEmjp1KhHp57aPMVaOk1k6okk6CIJA9vb2NHjw4GqLhlfsLaDPiYZ169ZR48aNSRAEGjBggHjQqFAoxIOtjz76iARBoAkTJhCR7q/uEhENHjyYBEGggQMHat2FTSM+Pp5kMhlZWFiIO3Z9lJiYKJ5AfffddxQdHU3Z2dlay80777xDgiDQ3Llziah8B62Py1JFFU86qkq6VYxBcxWa6OGvjNYlhUJBGzZsIF9fX3E90fQG1NC039vbmwRBoD179ojz6sv6HxcXR++88w6FhIRQx44dqV27djRr1qxK2zCVSkXLly+nJk2akFwup/79++v05ggVpaamkiCU3/nv/u2Q5mT+7bffJkEQaNy4cWLypKqDWl1tx/bs2UOCIFBAQEClouiaNj399NMkCAL9/vvv4mv6eGCuuQHHjz/+SESV19/o6Gjx98rKytJaF/QtMbFw4UKtXgtyuZyGDRtGX3/9NZ04cULnV/o131dsbCwNGzaMBEEgc3Nz8Y5kRPd6JpiYmDz0be3rWsU4xo4dS1KplJo2bSom3zQ0J7YtW7bURTNrnIuLCwmCIN6B8P71+eeffyYHBwcSBIGMjIzo888/FxMM+rDua9ZTTYLEycmJ1q9fX6mH+IPm1fSWHzNmDBHpbhtsSLEUFRXRxIkTSS6Xizdi0iwvXbp0IUEQqr176a+//ipeWNHcKElXVCoVFRUViXd+f/nll8XXHnYfoYl3165dRKQf5yqMsapxMksHSkpKaMaMGdStWzdycnLSOugNDQ2lzz//XLzqr6FUKvV2Y6rZ2ZWUlNCvv/4qHkQNGzas0p2ONCfxu3fv1ppXV0pKSqq8e9nXX38tnhxqul1PmTKFiPQzSUJEtGTJEq043NzcaOLEifTnn3+Kty/XfP+a5Utfl6maoi8nt/e7evWqePJub29PK1eu1ErQnTx5Uhx+pG8xHD16VOwJcf8/Hx8f8W5OFf3+++9kZWVFgiCQjY0NffPNNzpfjxYtWkSCIFDXrl0pOjqa7ty5U2l7FBAQQIIgiD3K9CWZqKHpDaA5aR00aBCtXr1a3Halp6eTsbExmZiYVBpCqU/u3r0rxtGmTRuaP38+7dq1i5KTk8XhjwsWLCBBEOjtt98mIv3dDmtcuXKFPvvsM2rbtq3WOmJra0vDhg2jFStWUHR0NOXk5Oj8N/n888/F/eCzzz5LhYWFYs/Q8ePHE5Hu99X/JSMjg55//nnxe37rrbfEBM6IESNIEAT64osviEj/Y3mQgwcPkiAIFBYWVum1inFt3bqV2rRpQ4JQfndZTZJYn9y+fZuCg4NJEARq3bo1HT58WOt1lUpV5QWsq1evinep1AyR1fWxTH2PRdM2zbD1jz/+WHzt9u3bJAgCeXp6as2jVqvFpF1ZWZl4R8bnnntOfF2X3njjDZLJZOTm5lZlEq5i+yquO7t27SJBKL9zLmNM/3EyS0cKCwvpwoUL9PPPP9O0adOobdu24smepnfN4MGDafXq1ZWuiiqVSr0+GDt//rx4suvi4kIrV64kIqLTp0+LSRZd7+Q00tLS6OOPP6aJEydS69atyczMTOvEo3fv3uTn50eCIGj1zNDswPVJbGwsLV26lEaNGiXekljzLygoSDygDwoKIiL9P6A/ffo0rV+/ng4ePEi7d++m3377jfbu3UurVq2iZcuW0datW+m7776j7777jlatWiUOJfz+++9p5syZ9L///Y++/PJLGjBggN4Mr6rYi+Ty5cs0fPhwkkgk5OfnR6tXrxbXi5deekk8ISPSn9+qtLSUunXrRnK5nGQyGY0YMYK6du0q9iLTDCFes2YNEWkfLJ49e5Z69+5NEomEPDw8aOHChTrdDjRq1EgrgT1p0iT6+eef6cSJE0R076SxdevWRKT7k6Wq/PjjjzRq1Chq2rSp1vru4OBAr732Gr388sskCAJNmjSJiPQ3AXTs2DHy8fER6/1oknM9e/akr776ik6dOiXGqBlOqS/7kP9SUlJCR48epTlz5mitJ4JQXvfrhRdeoI0bN1J8fHydDzHSbFcyMjK0epNNnz6d3N3dtXqG6ss2qCqaZaGsrIy+/PJLatSoERkbG9Nrr71GV69eFeO6/yJhfTR+/HgSBIF++OEHInrwdmnXrl1iQl4QyoesJyUlEZH+rD/bt2/Xqms5adKkSomgim2Njo6m9u3bkyAINGrUqLpu7gMZQiwrV64kmUxGbdu2pbi4OCIi2rZtm9hDmYiq7Vm6f/9+MjMzo969e+us/m1FCQkJYqJQM2Tw4MGDYp1IjYrbts2bN4tJ4EWLFhGRfu77GWP3cDJLD2RnZ1NUVBR988039Oyzz1KzZs20DupdXV1pypQptGvXLr05AKlKxRP1o0ePUvfu3cUhMMeOHaOZM2eSIAj05ptvEpF+HRynpKTQzp076aOPPqJhw4ZVOjmUSCQ0adKkSoVyNVem9OV3UalUlJmZSSdOnKAvv/ySnnrqKa1lSRAEatq0KX333Xd04MABSktL08sddVFREVlbW4vJRU0B5fsfS6VSrZPfqnoLCYKgd8XSNXJzc2nKlCliO998803KzMwUE9uaYqr6snytX79eTIhu375dfD4xMZE++eQTMYnavXt3sVdExbYfOHCAOnToQIJQXstCVxQKBS1evJh69+6ttZwYGRlRhw4daP78+WLPuc8//1xn7fwvCoWCEhMTae/evfTZZ5/R4MGDtZJ0mn8TJkygmJgYnddjqU5ZWRndvn2bIiMj6Y033hBrY2n+aXoNeXp60p07d/SiN1NVNG3Kycmp8vWcnBzavn07TZw4sVIB5eDgYJo7dy7t3r2bkpOTa20o4oO+t+3bt1OTJk3ENjk5OVFpaaneFRCviiaukpIS+uSTT7QShoIgUJ8+fYhIv447HpVKpSIPDw+Sy+XiTRL+az2Ij4+nZ599lszMzMja2ppefvllSk9Pr4vmPrTff/+dmjVrJv5mzs7O1LNnT1q4cCEdOnSIjh8/TitXrqRXX31VTAj37duXjh07RkT69ZvW91hycnLERPbs2bPFG7u4ubmJ9QzvpzmGPH78OAmCQD169KjLJldJ8z2ePXuWOnfuLB47duzYkebMmUNr164V6xaq1Wo6cuQILVq0SBxZ8vzzz9Pdu3eJSH+OvxhjVeNklg5VtYFMTk6mHTt20MKFC2nQoEFiDSrNv8DAQHrnnXfozJkzOmjxo8nOzqZx48aJbddcsbp06RIR6cfVjvt/A7VaTXFxcbRx40Z66623qGfPnpWGgrq6utJbb71VqdaRPqgYT1lZGSUnJ9OePXvonXfeEesHVOz9N2TIEPrhhx/o/PnzlJubq/MDKQ3NDRKcnJyoZcuWNGTIEBo+fDh17NiRRowYQaNHj6bw8HAaPXo0Pf/882RpaUmCUF7kOjw8nMaPH08DBgwgf39/euWVV3QdTpU0v1VxcTF9+umn5OjoSNbW1tSnTx/x5JZI9we3FYWHh5MgCFpFliu276uvviJBKC/2npGRUeV7FBcX07Bhw2jt2rW13t7/olar6fLly/Tpp5+KQ0Q0/zS9z9566y3au3cvxcXF6bzW0YMUFxfTjRs3KCIigubNm0ddu3at1NO0S5cu9O2331JsbKyum1utwsJCiomJoTVr1tDEiRPFE6uKyfhp06bRpk2bKD4+Xu/qGKakpFB4eDgFBwfTsmXLqt3PJSUl0cqVK6l///4kkUi0Eqrdu3enL774os5OojR1B8vKyujvv/8mf39/MeGsqZ2jb/5ru7h3714KDg4Wv1vN8NSKw73qo/T0dPE3+a/lQ/P65cuXqV+/fuIyFhoaKl4o0QdqtZo2bNhAPXv2FO/wWfGfpni/5l/nzp31dhtWn2PRLC9//fWXuN60bduWVq5cSYGBgWRlZSVexFKr1ZVuNqIZovjRRx/pJoD7aLZrkZGR1KlTJ63v3dHRkVq3bk1ubm7k5+dHbm5u4mu9evXSi55ljLGHw8ksPVDVkDWVSkWxsbG0YcMGmj17dpX1tXRdZPFBNPGkpaXRG2+8ISYbPD09xWLw+uBBCbWSkhK6ePEirVy5kl566SXq0qVLpQOR4OBg+uSTTygvL0+vr94UFxdTfHw8bdq0iV588cVKw13c3d1p8uTJtHLlSr04YX/rrbdIEMprRq1YsUKrR0nFXg+atmri0NyNS9ONXKlUVttLQtcq1s0oLS2lzz77TOs3edBdQXUhKSlJXIfvH66mWY/OnTtHHh4e5O3tTVFRUZXeo2LBZl0ns++/+UFJSQlFRUXRrFmzyNPTs9L6MWLECPr666/p0KFDlJKSotcnxLm5uXTx4kVatWoVvfTSS1on9ZqEydNPP02rV68Wrz7rg4q/h1qtppycHDp//jwtWbKE+vfvL+5HNP9CQkJo3rx5tG/fPkpMTNT5bxITEyNewAkMDKTffvtNjOVBrl69Sp9//rlWfa1u3brVSJsq1ubZs2cPJSQk/Oc8Fy5cEO/gKwgCzZo1S5xPn/dzRNrt27Rpk5gM9fLyol9//VV3DasBT/rdf/DBB+Tq6kqCIND69etrqFU1JzMzk3755Rfq27cveXh4kLu7u3hnRhsbG2rVqhV9/PHHVd6oR9/U11g0Reu//fZbcVlp2bKleMfCbt26ad2VWOPo0aPi9vn+Wrl1rbrC+xERETR69Git43iZTKaVaPz000/Fux/qen/CGHs4nMyqB4qKiuj8+fNifS3NMJ3jx4/rtF2a2lH/dVJaWlr6f/bOOyyK6+vj5+4uHaRJR0VQVBQbYsMSscUS7L0ltth7N/lpjCVGjb3E3gV77DU27F1RKYL0joINWHb3+/7hO5NdioKRncXM53n2Cc7ObM6ZmdvOPQW//PILHxJWt25dXLhwgf9eyMnxli1bMHXqVGzZsoU3mOQnT3p6Oq5du4bly5ejf//+qFGjhka424kTJ7QtugZhYWH44YcfMHXq1I/u8qlUKrx+/RpBQUHYtGkTunXrppFfy9HRUYtSf5xVq1bxk44RI0bwenGhndx7xyXo58JIOHRtIlLQe65uGDp79ixq1aoFiUSCmjVr4tixYzqTdJwL3Zk0aRIA8OFH6iQkJMDS0hJOTk78hFZouT+HV69e4dChQ+jTp49GLkPGGDw8PDBkyBCsW7cOjx8/1rps6t4Wq1evxunTpzUMo7lJSUnBjRs3sHbtWvTr148vAsF9+vTpo03x8+XJkycfrZinUCiQnJyMwMBAzJ07l680xX2MjY1Rp04dPvRKKEaPHg2JRIJWrVp9luduZmYmrl+/jh9//BGXLl36YnIlJCSgevXqMDc3R7du3RAbG5vveerhhE+fPkW3bt2gr68PKysrjB8/nt8sEJKUlBRMmjQJq1atKtTzjomJ4Ss2GhgYYPTo0YIvtv8Nn9Ofcs80KSkJEydOBGNM654nnNxxcXGIiIhAYmKixhidW6/w8HAcOnQIBw4cwPnz53H58mWNTS0hx5WvSZePsXbtWlSpUoXvZ9XTOjRs2BDLly/Hpk2bMGDAADg4OEAmk2lUDhSC/Dx11dco6enpePr0Kfbt24eRI0di8ODBWLhwIVavXq2zG58iIiIfRzRmCYBSqURQUBACAgIwYsQIjB07FkuXLsWGDRtw8eLFj3aoL1++xKVLlwosj6tNVq5ciZEjR2LTpk18UtHcqA/Su3btQuXKlSGVStGoUSOcOnVKW6LmISsri8//Y2hoiP/973/5eozlN8lISEjAmTNnMG/ePLRv3x5eXl7aELlAXrx4AT8/PzD2ofoK5w3wKRQKBZ9f648//kCNGjUwb948AB9CFIWCu+fv3r3D77//znuUDBkyRGPBy00euXwIu3btAqAb4asFERUVhaSkJAQFBeHRo0d57rNSqYS/vz/vGWRubo6lS5fqhGGOK4Rw8ODBPN9xHnIXLlzg3fR1Ee7dOnv2LDZs2MAnuP3YYiI6OhobN27Mk1+LMYb169drRe7cJCUloXHjxmCMwdvbO08uv/zIyclBTEwMn1+rU6dOYIxh//79/PdCcPXqVTg4OMDIyAhTpkz55PnZ2dmIiYnBiRMnMGHCBHh6eoKxD3kNheTp06eQyWSwtrYudAiXNhaxwcHBfPGPb775pkiGnOTkZD7hOGMM7dq1K0ZJCyfPsGHDeAPmkiVLPnq+usdo27ZteT169uxZog1a/xYhjPDAB49RHx8fODs7Y8GCBXjz5o0gcnwJviZdgILDb58/f44ZM2bAzs6Obz/qXr7qn6lTpxZoKNcGN2/eRPPmzdG5c+dCb/bn7oN1Ya4lIiJSNERjlpbgOsyQkBCMHj2aT9KrvtNRunRp1KpVC3379sWOHTuQlJQEIP8wRCGRy+XYv38/L/f48eP5ZM/5oT5YbNu2jU+wyBjD//73P0F2pQ4ePIgKFSrA1NRUowTxx8gvv1ZISAi/cBHiGeXk5GDgwIGQSqVo2rSpxk51Ue6rXC5HXFwcb9DTpZ3CS5cuoWbNmmCMoVatWjh9+jRvBIqIiOAXNh/z7BAC9Xt48+ZNDB06FDVr1oRUKoWHhwdq166NJk2aYPLkyXkmXpGRkejRowcYYzA1NcWQIUP4/kAI7t27x9/n5s2bY/LkyTh27FieRMJciFVhKm0JxePHj/n8GLVr1y5U2BXwT36tBQsW8CEXoaGhxSxtXpKSktC/f38wxlCvXr3PChPMzMxEaGioRhJ/Ibhw4QJfzWv48OF4+vQpgML3pe/evUNYWBg2bdrEG1mFMsqNGzcOjDHMnDkTQOF04PqI9evX4/fff+fb05fsfydMmADGGDp06MDnqyyMbNw5WVlZWLRokaDGW45JkyZBX18fHh4e/LsCFO5+qVQqTJs2jS8U8vDhw+IUVScRch4ZGxuL0aNH82Fr165dy3POhg0bcPv27TzH8/MCFpKvSRe5XJ5n/q5QKPLtR8+cOYNhw4bBx8cHTZs2hZeXF5ydnTF06FD4+/sL+n6FhobyebG6devGV7Dm9Hj16hWCgoLyXavoUhEnERGRoiMas7TIo0ePUKZMGd6QY2FhgYoVK8LHxydPLhBXV1dMnjwZL1++zPM7Qne6J0+eRIUKFWBmZvZZiR4fPnyIjh07Chri0qhRIzDGsGTJEj50Quj7+jkcPXoUjDFUq1YN9+7dE1qcLwoX8qJQKHD06FHe3b1hw4a4fPkyAOD3338HYx+qtQG6tavGvU/Lli3LE9qV+2NhYYHOnTvj8OHD/A7v7du3+Yp6jDGN0Fxts2LFCg15TUxMULFiRXz33XeYN28erl+/joyMDBgYGMDQ0JDPAyKUYaEgHjx4AF9fX77v+VxjW2ZmpmAJlFeuXAnGGJo2bcovlopiONEVFAoF7y0zZswYPuypsEmt1c/Lnf9MCLhiLVw4dFH6opMnT/Kh0l8yoX1SUhKMjIygp6dXaMMrdx/T0tJ476WcnBzMnTtX0GT7N2/ehKGhIZycnD47BDMlJQXjxo1D1apVv7B0Ip9i/vz5MDAwQLNmzfi5ikKh4Pvgu3fvwsjICC4uLvDz88PatWt5z1ld42vSZc2aNahYsSJ+/vlnXLt2LU8/mp2dnSePqlwux/Pnz/H69Wu8f/9eUE9+4IOXXP/+/SGVStG5c2eNEE5OtunTp6Nu3bqYNWsWjh8/joiICJ3K3ysiIvL5iMYsLXHnzh188803YIyhRo0aWLZsGVJSUhAeHo4XL14gNjYWBw8e5MPFuE/VqlVx//59ocXXoF27dmDsQ8l6LiSyMItClUrFDx7Xr19HmTJl8g1ZKm7OnTsHxhhq1qxZ6Gu4Af727dvYunUrb2QUegHFhT7t3LmzyNdu3ryZ36kvCcTFxfFGUMYYVq1axS8gz5w5A0C3jFlcZTDOLb9SpUro1asXlixZgvnz56Nt27Zwc3ODqakpn8+lTp06GpUCgQ8eH87OzgJp8Q/BwcG8V5J6mIGFhQVq1arF5zFq0aJFnmt1wdgAACNHjgRjDIMGDUJERASAonmPqVdwEoqKFSuCMcYbdAuLXC4v8jXFyeHDh8HYh2pZhc3fw7VvoRdPueFK0nt6egIo+rjw7Nkz3lPwc64viD/++IMP0QaK1j8GBgaiSZMmWLZsmU4YpX/44QcwxgrtSQ38cx/Pnz+vEf5UUkMM1XPj5Tbm5ve3LvS5wAejqr29PWQyGa5cuaIhI9efTp48GYwx3nPOwMAA7u7u+P7777Fnzx6dqS73NekCANWqVQNjDEZGRrC1tUXr1q2xdOlSPHv2TOM8bv6u3hfoyvu1bds2MMbQuHFjXu7csqkXdXF2dkaXLl2wZMkSXL58mU/4LiIiUjIRjVlaYvDgwWCMoVevXp/MV/DkyRMMHToU1tbW0NfXR8eOHfP10BKCx48f84nCC7uo4waVqKgobNu2jV9ECmV46N27t0bIRFEWp/fu3UOlSpXw448/Cj4hSUhIAGMMtra2RVpscM+DeyfXrVtXXCJ+Mbh3JSQkhH9+XHJ4JycngaXLnzNnzvDhkaNGjUJ0dDQAzfc+NjYWGzZsQLNmzTSM2HPnzuXfy+joaJw9e1YQHQri2rVrGDduHNzc3PLk0XB3d8e4ceOwfft2vHjxQmhReZKTk6GnpwepVFroySvXVl69eqUTC+BLly6BMYb69esX+drExEQ0aNAA3377LZ48eVIM0hWN1q1bgzEGf39/AEUbD8aOHYsOHTrg7t27xSVekdi6detnG42ADwU83N3d4ePj80WT2NevXx+MMb6yaFHGunfv3sHJyQmWlpaCv/vZ2dkwMTGBvr4+7/VZ2IW0SqXC4MGDIZFIsHTp0mKUsnjhvOJUKhX/9/v37/mxPzU1lTfyRkdHIzs7G5mZmXj+/DmUSiUSExMFC61csmQJGGMYMGAAr0NuOO/lESNGoFWrVnBycoKenh4YY9DT08OYMWN0wqj6Neny6NEjXiZ7e3vY2NiAsQ8V/sqXL4+ePXti+/btiI+P17iuoDBEoeD6udyFmLj+7uzZs/xcUT3NCWMfCrr07t1bp+YqIiIiRUM0ZmmBxMREMPYh0XjuQUEdhULBD4wvXrzAkCFD+A538+bN2hL3o0yZMgWMMfzyyy8AihZG9PTpU7i7u6NRo0aC5JoBPuT/4PKVfU5+krS0NJibm8PExETwhJ9cFT9uUlVU4yK3ABs3bhwA3fJq+lgOg3fv3mHSpEl82/D29tZI5K0ru4VcBa2pU6fyhk/uGam3dY4jR47w+YNcXV11ZqHOkd8EVi6X48iRI+jduzdsbW35Z6Kvr48yZcqgWbNmmDJlCk6cOCFozi/gn1BJzuBQlIX95cuXYWlpid69e3+0Dy9uuDwty5YtA1D4/pd71zhD8OHDhzWOa5vU1FRIpVKYmZkVKdSDk/fKlStgjKFjx47FJWKRCAgIgJ6eHvz8/DRCXApLfHw8ZDIZ6tWr99H8k0UhMjISlpaWsLa2/qy+PS0tDV5eXrCwsBC8SiQXTs95fRZWH+59OXHiBBhj6N27t8bxksCtW7cwbNgw9OrVC+3atcOQIUPQpk0btGzZEr169YKXlxdatGiB9u3bo2LFimjcuDEaN26MsmXLomHDhvDw8ICtrS08PDzQpEkTQXSoXr06GGN8bin1cRD4x9jQoEEDAB82PrkCSQ0aNIBEIkH58uUF7Xs5viZdLly4AFNTU0ilUlSpUgWjRo1Cu3bt4OzszBvfjI2N4enpiREjRuD48eN5KpoWlDheWzx8+BCMMVSqVCnPd5xcAwcOBGMMe/bsAfChP+jatauGh/kff/yhVblFRES+HKIxSwusWrUKjDH8+OOPAIq2iOrVqxcYY2jWrBmysrIEn4RxniZc2fGiDmJc3iOhjFmBgYEwMDCAt7c3gKJPauPi4lCvXj24ubkVOnF0ccEtbLds2QKg6M9i//790NfXx6RJkwR/r9Q9YD4Gp+Pbt2+xcOFC2NnZwcDAAN26dePfSV3g8uXLvJdSampqgeflDlvbt28fv3M4evRoAMLmncrOzsauXbvyGKJycnLy9GPJyclYv349WrZsCWNjY438Wu7u7mjZsqWgBmDO+42r/FfUcEEuHEMo7waFQsFXMHz06BGAovdfXDLwI0eOFIeIhYarJNupUycARX8WnIfat99+C0B4QzxnLKlWrRqAwj8XTm+uoErPnj2/mEx///03bG1t0ahRI6SnpxfpXeG8f1q2bAlHR0dcv379i8n1OcyaNQuMMfz2228Aiv6+nDp1CkZGRhgyZIjg70pR4SpRciFr6h+ZTMb/bWRklOd7xphGPlauOIE2CQ4O5kO7csM9i0GDBoExhpUrV+Y55/Llyyhbtizs7e0/y1D8JfmadOE4evQoypcvD8Y+FIm4evUqLl68iIkTJ8LHxwd2dnZ8oSoLCws0aNCAz6+lC3B9w+zZswH80zdw/d3r169hbW0Nxli+czGuOurPP/8MQPixREREpOjISKTYOXHiBBERde/evdDXqFQqkkgkNHHiRDp9+jRdvHiRoqOjqWLFisUl5icJCQmhpKQkKlu2LDk7OxMAkkgkhb7+zZs35OnpSQkJCfTy5ctilLRg3r17R6VKlSJjY2NKS0sja2vrQl8LgOzs7Oj9+/eUk5NDr1+/LkZJP052djZ/79++fVukZ8G9W4aGhpSTk0Pv3r0jxlhxivtJGGP0/v17Gjx4MD158oR69OhB06dPJwMDA43zOB1NTExoypQpZGxsTJMnT6b9+/fTuXPnaMGCBTRw4EDS09MTQg2ejRs3EhHRmDFjyNramr/nuWGMkVQq5f/dtWtXunv3Li1cuJAePHhAKSkpZGNjozW5c7Np0yYaOXIk2dvbU/v27albt27UoEEDMjU1JaIPbUKpVJJEIiEbGxsaMmQIDRkyhEJDQ2n//v104MABCgoKorCwMLKysuKv0zbx8fH0/PlzMjc3p1q1ahERadz3T/HmzRuqXLkyhYeHF5eInyQ+Pp4YY2RtbU3Z2dlERIVut9z7Z2xsTEREiYmJxSZnYYiKiiIiIk9PTyIq2rMgIrK0tCQbGxtijBW5Hy8OKleuTA4ODvTkyRPaunUrff/994W6jnt+u3fvJiKi77777ovJ5OrqSnK5nEJDQ0kulxepj2eMkaGhIT18+JCUSiXZ29t/MbmKilKp5P8GQCqVqtDvCwBijJGZmRllZWXRmzdvCuyLdRGFQkH79+8nog9jQ79+/SglJYXs7e0pIyODMjIyyM3NjRISEsja2ppu3bpF//vf/8jNzY22bt1KL168oOzsbLKzs6Pw8HDq1auX1nW4du0aERG1atWKiD48T+75SSQSUigURERUsWJF6t+/P38OY4wkEgnVrl2bnJ2d6dWrVxQXF0cVKlTQug4cX5MuHO3btycnJyeaMmUKHTlyhF6/fk1//PEHLV68mEJCQujq1at09epVun//Pr148YJu3LhBN27coA0bNlDt2rWpWbNm1KlTJ3JzcxNE/suXLxMRUdu2bYnonz6V+++NGzfo5cuX1KBBA7K2tiaFQsF/J5VKycfHhzZs2ECGhoZERCWmbxAREfkH0ZhVzKSlpVFGRgaZmJjwE8LCTMS4DtXV1ZWsra1JqVTSq1evilXWT6FSqcjMzIwYYxQXF0fu7u5Fvvb169eUnZ1N7969K0ZJC6ZChQqUmppKoaGhvKGEm/B+DO6c1NRUCgoKoooVK1KlSpW0IXIeVCoVGRgYkEz2ofmGhYURY4wUCgV/7GMAICKiq1evEtGHd4z7XaEG8tjYWFq8eDEdPHiQXFxcqFy5cnkMWepwz2PUqFHk4eFBP//8M929e5dmz55NJiYm1LdvXy1Kr0lmZibt3LmTTExMqGfPnkRUOKMDNzH+4YcfaMmSJXTr1i0yMTEpbnE/ys6dO4nog/Fj48aNtHHjRqpcuTJ17dqVOnbsSNWrV+ffOZVKRSqVimQyGbm7u9OMGTNoxowZdOPGDfrzzz+pXbt2gumRnJxMxsbGVKpUKXr58iWVKlWq0NdyfRfRh345Pj6eqlevXlyiFihDmTJlSKFQUFpaGm+MKmqbvXXrFhERlSlT5rOu/1JwxqcnT54U6TpOXqVSSSkpKSSVSgU3ZBERlS1blnx8fGj//v3022+/kbOzM/n6+pJEIvnoPZZIJPTs2TM6dOgQmZubU5cuXb6YTJyhOTMzkx48eEAtW7Ys1HVcP3Tjxg1KSUkhb29vcnFx+WJyFQXOcGVkZEREH94XiURSqDGb6IMuMpmM7t+/T0REzs7OhRojdQXGGE2dOpU2bdpEx48fJx8fH+rfv3+BmwJbt24lIqJBgwaRj48P+fj4aFHa/Hn37h3JZDIyMTGhnJycPBtNMpmMVq9eTS9evKBSpUrlMVYaGBhQSEgI2dnZCT4efk26qFOrVi36448/aOzYsXTx4kXq1q0brV27llq0aEGVKlWi/v3706NHj+jy5csUGBhIQUFBFBMTQ2fPnqWTJ0+SRCKhCRMmaF3uhIQEysnJIWtra/5Z5O5rW7ZsSaGhoaRSqfhjUqmU/zdjjFQqFW+IFBERKXmIJuhixtDQkCwsLOjdu3cUHBxMRKTRqX4MlUpFlpaWVLVqVZLL5ZSQkFCcon4SBwcH3hCUk5NDRP8YRj4FtwC5fPkyGRgYaH0xyCGXy6lMmTL06tUrOnz4MBEV3tBARHTo0CEiIvLx8SE9PT2NXWNtwQ3WnJfeiRMnKCkpqdCTdG5y9ddffxER0bffflsMUhaNzZs307p166h+/fq0Y8cO+uGHHz76bjHG+O99fX1pxowZVL58eUpKShLc6BsQEEAA6LvvvuO9sgrzjnHPRaFQkJWVFVWsWJHS0tKKW9wCSUlJoZs3bxIRkYuLCzVr1ozMzc0pODiY5s6dS3Xq1CFfX19atWoVhYeHk0Qi4d9BpVLJTw7r169PW7Zsoa5duwqmi6urK719+5aePn3KezUVFq69Xb9+nZRKpSA70JxRxNzcnIiITp06pSHbx+C8NtPT0+nKlStkZGRETZo0KfT1XxKuzXILj7i4OJLL5aRQKAo1lnBjJ+ftXKNGDSIiQfphdaRSKQ0fPpz09fUpNDSU5syZQydPniSif+6xun5c2wgKCqJZs2YR0QcDxMcM+EVBpVKRs7MztWrVit6+fUt//vknvX//vlCLNq6v2r59OxHRFzWwFRXu3jk4OJBEIqFr165RRESERv//Mbg+9eDBg0RE1Lp16+ITthiQSqU0ffp0GjRoEL1+/ZpGjRpFv/76K2VmZvLncG0iKyuLAgICiIioR48eRPTPe4YPKUW0LP0HHB0dSaFQUFhYGOnp6eWZ/wIgAwMDqly5MhH988y5827fvk0vX74kZ2dncnBw0K7wufiadMmNp6cnnTx5kqZMmUKxsbHUtWtXWrp0KaWnp5NMJqPatWvTuHHjaMuWLbRu3TqaMmUKNW/enCwsLKhTp05alxcAmZubk0wmo7S0NEpKSuKP5z6vQoUK/OY7N0fhzjt79iwRET+uF3Z9JiIiokNoJZjxP84333xT5JLS6jg7O0MikQiWZ4ojIyODz9kyc+ZMqFQqKJXKT+bi4GLYjxw5opHEVdtwcvbs2ROMMdSsWZOvLFnYJJZeXl5gjOH8+fMAip6740sSFhYGKysr6OvrY/z48RpJxj/1TLgkpTVr1tSGqB8lMTERVlZWkMlkuHz58mfn70pISED//v35Sk9C4ePjA8YYn2cmdznrTxETEwM3NzfUqFFD0Dafnp6OiRMnQl9fH6VKlcLUqVMRGBiIxYsX8zpyHwMDA3Tu3Bn+/v755tcSOg9FRkYGqlSpAn19fT55emHeM6593759G4wxVK9evVjlLAhO1vXr14MxBhcXF1y5coXvgz92f7lr16xZA8YYevToAUD4vsvCwgKMMezatavI13t4eIAxxhdJEPr94li+fDnfJvT09NC1a1ecPn2al0+9b7p58yZf8MHX15cvKV8c8ujp6WHu3Lka33HvDgf3t0qlQlhYGPT19SGTyRAXF/fF5Soq8fHxsLCwgFQqxcyZM4tUNEC9AnNJ5tChQ3B3d+dzxd2+fRsA+HuxY8cOPr8qoDtJ7v39/fl8clxF38LA9U+jRo3SSNAtZL/1NemSG+59SUxMxNixY/nk76tWrSrwmri4OFy4cEFLEuYPl5B/+/btAIp2T3NycuDg4ADGGBITEwHoTrsREREpPKIxqxjhOsXVq1eDMQYbGxtcuXKF/+5jnSbXId+6dQuMMXh6eha/wIVg+vTpfLU1bjL1KTg9W7VqBcYYduzYUZwifpIjR47AysoKenp66N27d55JiXpSbq7UdWZmJrZt26YzBiDgw0DMJYE3NTXFvHnzNCb5SqVSIxkmZ1AJCQlB8+bNwRjD2rVr+d8SikWLFoExhoEDBwIo3MJUvSLjxIkTERYWBgD8hEQooqKi+GS8ixcvzpNwVKFQFDjZ4nSKiIgAYwwNGzbUifLXu3fvhqWlJRhj6NWrF8LDw5GWlobjx49j/PjxqFq1qoZhy97eHsOGDcO5c+fyVD4SAu6+Tpw4EYwx1KlTp9CVpLh3cejQoWCMYcGCBcUmZ2F49uwZn6y3UaNGePLkicb36oZs9TEmKioKlStXBmMM586d488VipycHPTp04dPKrxv3z7+O4VC8dE+4ODBg2CMoXbt2toQtUgoFAqsW7eOv9fcx8bGBn379sWkSZPQtWtXtGnThq+kVa5cuWJLpqxQKPiqqowxtG7dGmfOnMljDFJ/F+7du4dvv/0WjDEMGzasWOT6HKZNm8brMXnyZI02rC6/+rgXGxvLF9HhEjyXNLi2kJOTg+3bt/MFQlq3bo2QkBD+vKZNm4Ixhq1bt2pcJzSvX7+Gi4sLGGMYOXIkL1dhNkLfvn0LU1NTMMb45y2kseFr0uVTBAQE8Iaefv368Rtrn+qftQV37+bOnQvGGDw8PApdYIaT/8CBAxoGYF3QS0REpOiIxiwt8PTpUzg5OUEqlaJTp0757uioD2rqHWq/fv3AGMPixYu1IuunSElJQbly5cAYQ+nSpbF27VokJyfnOU99USWXy3lDkIuLi+CeMyqVCiNHjuQnxhYWFpgxYwauX7+er/FAqVRi0aJFKF26NMzNzbFp0yYAurGrlpycjEaNGvG61K5dG1u2bEF6enq+50dERKB+/fqQSCRo2bIlXr58CUDYSRXn7Za71HVhCAoKAmMMPj4+n6yEqA3WrVuXp5qUr68vdu/ezRtGOXJ7LHF6c9VPx4wZo1XZc8PJplAocOjQIVSpUgUymQz9+/fHixcvAABv3rxBcHAwdu/eje+//x5OTk4auru5uX22R+qX5uHDh/xiolGjRggMDOS/y20EUvdSuX79OgwNDWFoaIjY2FhBZFdn586dvCHE3Nwc//vf/3hjLod6e37x4gVatmzJV6sSGk6269evo1y5cpDJZKhVqxa2bdtW4DVc2zh69Chq1aoFxhg2btyo8Z0ucePGDQwdOhSenp4oVapUvlXmGGPo2LGjxgbXl4R7h58+fYoWLVrw1fAqVKiAHj16YOXKlfyGVHp6OkJCQrBy5Ure06Ft27a4f//+F5Xp3/Dy5Ut89913fGW/9u3b48SJEwWe//r1a3Ts2BEymQx16tRBeHi4FqUtPkJCQtCiRQswxmBlZYWAgACEhYXxHnich7YuwL3TkyZNglQqhYODA5YvX47s7Ow856nPF4EPz2/OnDlgjKFbt24AhDU2fE26FOb/nZWVhT179sDGxoY3bGdkZGicowvGuJs3b/Kbbf369cszFuZGvXJ2w4YNwRjD3r17AQi7qSsiIvL5iMYsLTFjxgx+Alu5cmX8+eefiIiIKHAinpWVhaVLl0JPTw/29vZISEjQssR54QaB3bt3w8XFBRKJBO7u7pg8eTIuXryIxMTEPIYquVyOP/74A1ZWVrCwsMDSpUsFkPwf1Affn3/+GU5OTpBIJLCwsEDNmjXRo0cP/PLLLzh9+jROnz6NuXPnolWrVjAwMOBDRTmjidADOff/f/jwIdq3b8/LyBiDra0tunbtik2bNsHf3x8LFizAjz/+CDs7OzDG4OXlxbuHC6lHWFgYJBIJ7O3tP+v6mJgYWFhYwNnZWScmIqGhoZg3bx66du0Kd3d33ujALcD69OmTxy2f85rj+oJmzZqBMSa4+35url+/zhsS6tSpg5s3b/LfKRQKpKen4/79+1izZg38/PxgZWUFxhi6d+8uoNSaLFmyBBYWFpBIJGjQoAF27NjxUWPIuXPneGPruHHjtChpwcjlcsyfPx+Ojo78u+Xq6opevXph06ZNCA8Px7Nnz3DmzBnMnj2bN0588803/DulKzvQS5cu1TDuuLq6YtasWXj69CmAD8bS9PR0pKam4o8//uAXLQMHDtSZfrggFAoFgoODsWTJEgwePBjffvstHBwc0KRJE/Tv3x9Hjx7Vmufi/fv30a1bN+jp6YExBplMBhsbG1hZWcHOzg4+Pj58+XrGGNzd3XmDtS5x5coVPjST+zg5OWH8+PHYv38/9uzZg82bN+Pnn39GhQoV+Hfq8OHDQov+r1H3GL9x4wZ8fX350Gc/Pz8wxtC7d28AutO+OcLCwjS8Fdu2bYuAgADExMQUeM2MGTNgaWkJR0dH/P333wB0w3Bd0nXhPKueP3+Od+/e4c2bNwgJCUFmZiZiYmLw5MkTvHv3DhEREUhJScGpU6f4DexOnTrlSSMgNEqlEgMHDgRjH9Id9OnTB1evXs33/nJjRVpaGsaNGwfGGOrVq5fHICkiIlKyEI1ZWuTnn3/m84SUK1cOvXv3xpo1a3Du3Dl+8p6UlITTp09jxIgRvFFCaANQbnJycrBgwQJIpVJ+QLeyskLHjh0xe/ZszJs3D8uWLcNvv/2G6tWr8zvC8+bNyxN2JQTcgBYfH48FCxagTJkyvB4ymYz/28TEhP+7dOnSGDt2rLCCf4Tnz59j6tSpqFatGu99wn3UjVzcopbL5yQ0hw4dgp6eHjp37gyg6AvTmJgYeHl5oVq1aoiIiCgOET+LN2/eIDAwENOnT0fr1q3h7Oys8Qzs7OwwadKkPGFiwcHB/Pumi4SHh6NHjx6QSqWoVq0ajhw5kseImJOTg+TkZAQGBmLGjBmf3CnVJqmpqRgwYIDGs7C2tsaoUaNw6tQpXL9+HadPn0ZgYCC+//57vm/o27cvgoODhRafJycnB3/++Sfq1q3L91nqhtPy5ctr9M9VqlTh8wPqGsePH0eLFi3yeDBVqFAB3bp1Q61atfjFFBdepQubO0VBLpcjOzsbKpVKsDEwKysLe/fu5Y3lnCcP97dEIoGpqSnGjBmDhw8fAtBNQ2F6ejrmzJmDOnXqwMzMLE9bVv+3p6cnDhw4ILTIxcLbt2/x448/aujL5Z/j3jVdgJMjJCQErVu3hkwmg56eHipXrowePXrg119/xZ49e/Ds2TOEhIRgw4YN6N27Nz8fW7VqlU4YsYCvQxdvb29Ur14dXl5eKF26NDw9PeHo6AgLCwtUrVoVlpaWMDEx4ccQY2Nj/v0aOnSoTqQOyE1GRgZv0OXmT4MGDcLx48cRFRWF6Oho3qvszJkzfMSLh4cHDh48CED3DMAiIiKFRzRmaQGuk4yPj8ekSZM0JpAymQxVqlRB9erVYW9vj9q1a2tMTpYtW1boOPDiIneiWI6goCAMHjyYj6vPzwikvljUVTIyMrB+/Xr4+PjA1NQUNjY2vGu1m5sbvvvuO5w5c4bfvdHVQS8nJwdXrlzB1KlT0aJFC9SpU4dfjJctWxb16tXDihUrdCIcj+PUqVMwMzNDo0aNCgyN/Bjv37+HpaUlqlSpohOJinOjUqmQkpKCv/76CyNHjszjAcEtuBYtWgQAWLZsmU55AeVHZGQkn4fGysoK/v7+BZ6bO7RSV9i9ezeaN2/Oe/pwH3t7e957kfs0atRIp0J31AkJCcGvv/6KWrVqwcrKCqVLl+aNW4aGhihTpgwmT56sk1423MJQoVAgMDAQY8aMgaenJ0qXLg1DQ0P+/nNGORsbG/z66698qKeu9sOFQduGhtz/v6ioKKxcuRLDhg3DhAkTMHHiRCxfvlwjB5Muwj3zjIwMnDlzBtOmTUP79u1Ru3Zt/p0pU6YMypQpg9mzZ+vkmFAUCnpPuPuQmJiIiRMn8gaHUaNGfdY4Wtxw8l65cgUdO3bU6F/NzMx4L15bW1veKG9jY4PZs2cLLHleSrIuT58+5WU1NjaGnp4e3N3dUbVqVRgZGcHV1RUVKlSAtbU1vLy8ULlyZZQpUwbNmjVDgwYN+HxsugTXRlJSUjBx4sQ86xE3Nze0bdsWdevWhYeHB99P6Onp4cCBA/xmnK4Yf0VERIoOAwSq1/sfQalU8uWhOV68eEFbtmyhw4cPU1BQUJ5rjI2NydHRkebPny9oOXsiotevX1OpUqX4f6tUKl4niURCaWlpdO/ePbp+/TrdunWLLl++TG/fvqUKFSrQmzdvqHPnztS9e3dq2rQpEX0oh8v+v/S30HAleNXL08fExNC9e/fIwMCA7O3tSV9fnzw8PIQSkUelUpFEIqHY2Fh68eIFGRsbU6VKlcjU1JSI8t7XjIwMev78OUmlUtLT0yMiosqVK/Pvoq48h/v375OXlxeVKVOGgoODydDQkIjok7Jx7+DVq1epcePG9M0339Dff/+tDZE/G6VSSbGxsfT333/TpUuX6OHDhxQaGqpRZt3CwoLS09PpwYMHVL16dcFkValUxBgjxpjG3wqFgmQyGSkUClq0aBEtWrSI3r9/TxMnTqRx48aRjY2NYDIXBq4dyeVyunfvHp05c4Zu3bpF0dHRFBUVRW/evCGJREIAqGbNmjRgwAAaOHAgmZqa8tfqAvm13+vXr1NQUBAxxkgmk5GlpSU1aNCAbGxsiDGmM23+Y4SGhtKlS5coJCSEsrOzKTY2lgwNDcnX15fq169Pnp6eQotYolEoFCSVSjXeg5ycHH6MIMp/zqLLREZGUnx8PJUqVYqSkpLI3NycqlSpQiYmJkKLpjUWLVpEM2fOJIVCQRUqVKCFCxdShw4ddKa/ys2jR49o06ZNtG/fPkpMTCQiIkNDQ8rKyiJ7e3tydXWl+fPnU7169cjAwECn+66SpMu4ceNoxYoVZGZmRtWrV6eWLVuSvb09NW/enBwcHOjly5fk5OREycnJ9P79eypfvjylpKQQY4xKly7N9w26+jyUSiWdOnWKjh49Srdu3aKQkBB+fsWNgQYGBuTp6UmLFy+mJk2aCCyxiIjIl0A0ZhUTiYmJZG9vr3FM3XiSk5NDiYmJFBoaSteuXaN79+5RuXLlyMzMjOrWrUvffPMNmZmZCb6AatSoEVWtWpU6dOhATZs21Zggqsv2/v17ysnJIYlEQsHBwSSTyahatWoak2RdBQA/SBc0QOvC4J2Tk0OdOnWikydP0pAhQ2jKlCnk6uqqE7J9LnFxcdS8eXMKDQ2lJUuW0Pjx4wt1Hfe8RowYQevWraNFixbRxIkTi1naL4dcLqewsDA6efIk3bhxgx4/fkwvXrwghUJBZcuWpcjISKFFLBD1dj979mxasGABSaVSmjp1Ks2YMaNEtHl1YmJiKDg4mORyOWVlZVFSUhI1bdqU7O3tydraWmjxPopKpSIAJcr4kB/5jXPv378nY2NjgST6unnw4AHZ2tqSo6MjEeV//3WZkiZvYeH0ev78OUVHR5ONjQ1Vq1Ytz/jOncf9FwAFBATQr7/+SsHBwVSnTh2aPHkyde3aVafmB0qlkiQSiYY8t27doqtXr5KZmRnf5zZo0ICIdGPeVRAlUZfu3bvT4cOHSaFQEBGRra0tVa5cmTw8POibb76h6tWrk4uLC7+pWJJQv7/Jycn09OlTCg8Pp7i4OLp79y5JJBLy9vamGjVqULNmzcjY2Pir7UdERP5riMasYuDWrVs0aNAgevv2LZ08eZIqV65cqOvkcjnp6+sXs3SF58yZM/Ttt9+Svr4+mZmZkbu7OzVv3pzatm1L9evXz3N+foO1LgzgRYFrDrrmyfDq1Sv6448/aN68eVSuXDnau3cveXt7E9E/hp3ly5eTra0tdejQQWMRyBkZdXXBO3LkSFq7di3Z2dnRunXrqH379iSRSEipVJJMJivwusTERHJ1daWsrCyKi4sjBwcHLUr95Xj79i09ePCA31EcNGgQjRkzRhBZHj16RBcvXqQ3b96Qs7MzxcTEEBGRlZUVxcTEkIGBAZmYmFBkZCTZ2dmRmZkZbdmyhYKCgsjNzY127txJ9erVE0T2olLSPFA+hfrEvKRO0vEh9UEePXSpLy6pqHuz9unThwYNGkQ///yz0GJ9FpwuZ86cofv379MPP/xAtra2X8V7kp6eTs2bN6fIyEgaNGgQTZ48uUCPV4VCQYwxvh/bt28fjR07lvcQio2N5Q2WusannlVJ6sNKki7Pnz+nffv20aFDh+jOnTv8cVtbW6pWrRp5e3uTt7c31apVi8qXL69xbUluX5xXuYiIyFdI8UYx/vdISEhAly5dIJFI0LVr13yrZBSUAFKhUOhUjpkDBw6gVq1acHZ25vOw6Ovrw8nJCW3atMHSpUvx7NkzjWtUKhXkcvl/Jv5cWxX0tm7dClNTU3h5eeH8+fMAPrwv3H3OyMjgEyiXK1cOI0aMwKVLl7Qi27/l1q1bfJ4iHx8fHD9+XON7dT259hEREYFhw4aBsQ/lmL8GVCoVkpOTkZWVJZgMNWrU0Mg3UZTPDz/8gOTkZF6XksK2bdv45OhCJ+fVJv8lXUX+ed5ccZn58+drHC+JcBX9dKWgyb8lKioKQ4cOBWMM9evXR3h4eJ5zli5dyifo5+Aq1AEfiog0atQIPj4+WpH536JUKvnxoiSNG/mhy7rkl2Pwxo0bmDhxIl/5kysE4ebmhk6dOmH+/Pk4d+4cEhMTBZD481GpVBr3n9Nd156JiIjIl0H0zPrCrFmzhkaNGkUtW7akZcuWUZUqVfLdlXn27BnduHGDIiMjqWHDhtS6dWuBJP44crmcrl69SsePH6dLly7R8+fP6fXr1wSADA0NycnJierWrUtt2rShFi1aaIRW5peTSuTz8PLyovv379OBAwc0cmFwO9Q7duygAQMGkKmpKb19+5a/rnr16tS5c2fq3LkzVatWTSjxP8natWtp5MiR/L8bN25MQ4cOpQ4dOvB5wThd7969Sz/99BOdPn2avLy8aNWqVSXGG0iXiY6OJhcXF5JKpWRjY0PNmjWjVq1a0evXryklJYUcHR0pMTGRDA0NydnZmeLi4sjKyopMTU0pJSWFGjduTLVq1RJajULBvUs3btyghg0bUqtWrejUqVNCiyUiUqxkZ2eTm5sbxcfHU0JCAtnZ2emct8WnvFi470NDQ6ly5cpkbW1NKSkpWpSw+Jg7dy7Nnj2bWrRoQQsXLqQaNWpohBI/evSIatasSUREHh4eNHDgQOrTpw/Z2dlp/M65c+dIKpVSs2bNBNCi+EAuz82SjC7pkpOTQ2fOnCF/f386ffo0paamEtGH3F8VK1akmjVrUt26dcnb25sqVapE5ubmAkssIiIiooZgZrSvlJo1a4IxhsuXL2sc53YG0tPTsWLFijwVzVxcXLBmzZp8PbmEIvcuRlpaGvbt24cffvgBVapU4asWSiQSlCpVCjVq1MDIkSNx/PhxvHv3TiCpixduF9vf3x9NmjTB1atXi/3/efbsWTDG4O3tnec77hm1a9cOjDFMmjQJ06dPR6NGjTTesWrVqulkZSf1d2zPnj3w9vaGvr6+RnWgtm3b4ueff8YPP/yA1q1bw9TUlP/uzJkz4m7bF2LdunX8fTcwMICjoyP69++PW7dulejKcfnBteMxY8aAMYbffvsNgPY8LYWAaydv377FhAkTcPPmTYEl+ny45xcUFITIyEiBpdEt8vO04o4dOnQIjDH4+voCKJkVITldfv31VzDGMHHiRAAlv+2mpaXBwcEBEokEt27d0hjXOJ1/+umnfCtGN2/eHDt37tQpz/4vxdc0vguhC/f/fPXqFZ4+fYrnz5/j7du3AD60/9z9RWpqKjZv3ozWrVvzVTIZYyhdujSqVauGhQsXal0HERERkY8hGrO+IOfOnQNjDA0bNszzHTegTJo0iS/dy5WHNTMz4w1aJ06c0LbY+fL+/fuPDrwvXrzAunXr0LFjR5QrVw4GBgZ8GfXSpUvDx8cHs2fPLjGhboWFuyetW7cGYyxPSFxx0K9fPzDGsGHDBgD/TNq5hUhUVBRkMhnMzc0BAJmZmbh9+zbWrFmD4cOH8yF8Fy9eLHZZC0tmZmYed3yFQoFTp06hb9++cHV1zTNh19PT4/9u1qwZf++/psmukISGhmLevHno2LEjypYty5cVZ4yhYsWKGDduHK5du5bnuqysrBK5KJbL5XB2dgZjDPHx8QC+7neJW7Ts3LkTjDE0atRIYIn+PZUqVQJjDKGhoUKLIhgfe2e5dsn9t3PnzmCMYc+ePQB0zwB0+PBhvi1+Ck9PTzDG+BDhktgHqbNixQowxtC7d28A+T/XKlWqgDGGJUuWYNKkSfDy8tLop1u0aIFXr159Vf0Y12+tXbsWY8eOLfT7oYsIpYtKpcKQIUNgZGSEXr164f79+/nKlrsNhYWF4bfffkOdOnX4+dfq1au1IrO2OXbsGN+XiIiIlCxEY9YXZPDgwRqdfe6J4o0bN/i8UxUqVMDBgwexc+dOTJgwAYaGhvwiPS0tTQjxeRISEjB48GAcOnQIL168QGZm5kfPv3fvHubPn49mzZrBzs4OMpkMUqkUUqkUTk5OOuVt9m/gBvqIiAgwxmBpaVns/8+srCw4OTmBMZYnHxEnDzcJ/v777/NcHx8fj2+//RaMMdy9e7fY5S0Mz58/x6xZs7BmzRqkpKTk+V4ul+Pvv//G9OnT0a1bN3z77beoVKkS3N3dMWDAAGzdulXwNvI18+bNGwQGBmL69Olo0aIFHBwcNIyK3t7eWLhwIZ4/f65xXX67vLoIJ+Nff/0FxhiaNm0KoOQvhj8F12989913YIzhr7/+Eliiz4N7Tg8fPgRjDA4ODgJLJBzcM42KisKxY8cwc+ZMrF27FmFhYXnOffXqFZ9XUVfH5PLly2PFihUA8m+P3LErV67wHsdfC3Xr1tXw6uf6Ke6/ly5dAmMMtWvXBgAkJSXh5s2bWLduHQYOHAhLS0uYm5t/lZ6KKpUKrq6uYIwhNjZWaHH+FdrWJTMzE/PmzQNjDIaGhti5cyfev3//UfnyG8evX7+OcePG4c2bN8Uprlbh9Dx+/DgYYxg2bJjAEomIiHwOojHrCyGXy/kQQy4punoSwmfPnqFr165gjKFVq1a4deuWxvUBAQF8eFV0dLTW5Vdn0qRJGgvXn376CefPn0dCQoKGG3vu3b/s7GycP38eEyZMQL169cAYQ5cuXbQtfrHBDXy///47GGMYMWJEsf8/r127BhMTE3h5eQHIf7d2y5YtaNy4MR48eADggxFV/bwRI0bAxMQEJ0+eLHZ5P0VqaiqGDx/Oe4aoG3xzJ+0EgNevXyMlJQUKhQLp6enaFvc/jUqlQkpKCo4cOYIRI0agfv36sLCw4PsGY2NjtGnTBlu2bClRxkVuQdyzZ08wxrBjxw4Auuel8iXh2lV0dDSkUilMTU0Flujz4frhGTNmgDGGn3/+WWCJhEOpVCIwMBBVq1blPaPVvXTUPYffvXuH48ePw9/fH4DuJX7/+++/wRiDra3tJz0k1q9fD8YYH/JU0ttueHg4r3tuuLbLbZYuWbIkzzmPHj2Ch4cHrKys+E2vrwHuHT19+jQYY6hbt67AEn0+Quly8OBBmJqawt3dHfv37wfw9W/cFBbuPgwYMACMMaxZs0ZgiURERD4H0Zj1hYiMjES9evVgaWmJCxcuANCcLM6ePZvfFeWq0QH/VGcLCgqCra0tnJ2dERgYqFXZcxMQEIBGjRppuK8bGhqiVatWWLp0KW7duoWXL19qDIj55dfavn37V+m2W7t2ba15Op0/fx62trZo1KjRRyep+e3wcc/Hx8cHhoaGfIiYkCEI69evh6GhIRo2bKhRlTE379+/R3x8PMLDwxEREcFX+NO1Bdh/BYVCgaioKGzevBn9+vWDp6cn703KLcIGDBiAQ4cOCS1qoXj9+jXKlSsHxpig1SO1Bdduli1bBsYYBg8eLLBE/x6uAlduD8H/EidPnkSdOnV4j2+pVKrhSWllZYWdO3dqXKOLIWgqlQpZWVlo27YtGGOoV68eYmJiPnpNdHQ0n5tTF3UqCv7+/mCMoWfPngDyGhtUKhWWLl2K5s2b4+XLlwA0x8KcnBy0atUKLi4u+YaQlVS4+9C/f38wxrBx40aBJfp8hNKFq/i5ZcsW/lhh20tYWBgfmfG1zb24e5Ceng5zc3MwxvhcYiIiIiUL0Zj1BeA6RW9vbzDG8Oeff2p8f+PGDdja2kIikeTrqaRSqfD27VtUq1YNZmZmghuzOJkeP36M+fPno1atWhphRra2tujVqxe2bt2Kp0+f4s2bNzo5mVQvk/wlfgsAbt++DcYYKlSo8EV+91O8ePGCD6Xh3LsLoxN3TmpqKhhjKFOmjE6EltSvXx+MMRw5ckTjuLpOp0+fhp+fHxhjcHd3x3fffYclS5YgISFB2+KK5EN2djaCgoKwaNEidOzYEa6urnw+jXLlygktXqFJTEzEuXPnAOjWRF2pVBbbzjnnMXvjxo1i+f3C8G/6ZO45cfkpOY/V/ypc7kYvLy8EBATg77//xoYNGzBo0CB+gVapUiWEhIQILWqhOHv2LFxcXKCnp4fJkyfnm8cH+OcdUn+X8jtWUti6dSuMjIzQv3//AovnvH//nt+0yk9HBwcHlCtX7qsJM8zP2FBSQ9yE0uXp06dgjKFs2bJFvjYuLg4jRozA8uXLkZGRUQzSCQs3lmzfvh2MMXTo0EFYgURERD4b0Zj1hVCpVBg7diyfS2n58uV48uQJzpw5g8aNG/NhVZw3CjdB4wa5pKQkMMZgb2+vc54CmZmZuHLlCsaPH897M6gnhh45ciQOHz5cqPxaxY1CoUB4eHie4/92ccgNfBMmTABjDHPnzv1Xv1dYgoODUa5cORgZGfHhIYWBC7vgKtT169cPgLCLdm4BWr9+/Tzfce1g5cqV/Dsmk8n490wikcDPz0/wEFwRTbj8WjNnzkSNGjX4fDdCod7OC/pboVDkWQyqG76/pBG8qOTOZfIlDFvc9Q8ePBDM4KhUKr9IpTVOl0GDBv3nw0IePXrEzxlyG/rT09OxdOlSPix4165dAEqGoWfp0qW8p9mpU6cA5C93fmOZLmzYfA5cxeI6deoAKPx8JfcmW+PGjYtNRm3zNRkbhNJlzpw5YIzhp59+0pDjU3DncV5dhw8fLjYZhYLrU7icsseOHRNYIhERkc9FNGZ9Qe7evYty5cpBKpXCxsYGNjY20NfX5xflf/31V57cDty/uRwQXCUbXeXly5c4dOgQevXqxVdh5D5eXl6YMWMGLly4IFjFmV27dqFatWqYOnUqjh07lifBuEql+uzFoVKphIuLi9bymnGDbbdu3fiJLpePrbCL3Bo1amiEtgppzOrbty8YY1i/fj2AvHlOgoKCYGhoCKlUCgsLC3Tu3BkTJkyAl5cX/47Nnz8fgJjzQddQqVRITk7WOUN8YdCVBX5WVhYaNGiAqVOn4sqVK3ne8fyMcIWBa/PTp0/XSo4pTsYXL15g7dq1aNWqFYYNG4Y5c+bg0KFDvOHlc9vwmzdvYG1tDcYYXr169aXELnGMHj0ajDH88ssvAD70p+qGWIVCgerVq5cYo5/6u/3jjz+CMQYnJyc+FySQ953JyspCTk4OTp48iW3btqFmzZq8t2VJ4uLFizAyMoKtrW2RvCa5tj1+/HgwxrBgwYLiElHrfE3GBqF04YxRN2/eBFD0PpfbNCjJ9z4/uPvART5wlcBFRERKJqIx6wvj7+/PlwvnEro7OTl90pOHC/84c+aMliQtOrkNIdHR0di0aRNf7lv9w3kCaRuuIpCJiQnKli2Ltm3bYt68ebhy5Uoe9/3CemBwep84cQKMMTRs2LBYZC+Iw4cPw9LSEvr6+ujXr1+eXCLq1Wc474d3797xBlJdCMXJyspC2bJlNSr4qCd8j4+PR79+/fhqTQEBAQA+PKO4uDh06dKFb0slPdmvyJfn5cuXOHDgAPz9/XHx4kVs2bIFe/bswaFDh7Bs2TJs3boV27Ztw6xZs/Dnn3/ijz/+wIQJE7B8+XJMnToVo0aNwsKFCzFgwACMHj1aEB22bdsGxhhMTU1hZ2eHli1bYvHixQgKCspz7ucYpbkcU/l5rn5prl+/zhvS1T+VKlXCmDFjEBcXB6BohkRO5927d4Mxhnbt2hWL7CUFzqAXHBwMQHOhyt1Xzlv8119/FUTGoqJeMIcbyzt27KhhtIyLi8ONGzfw66+/ol+/frC3t+fzkZbUvDeZmZkaRXM4g29hDNivX7/mQ9eioqK0Ia4GaWlpX9wjTihjQ0REBA4fPow7d+4UGGVQ1A0FoXRJSEiAj48PrK2tNQzCRWHu3LlgjGHTpk1fWLrC8/LlSwQHB3/RDUwhijmJiIgUH6Ix6wuhPsDFx8dj7dq1GDFiBP7888+P7iwqlUocPHgQjOlGmWl1z6WPLZhSU1MBfAh1uHLlCsaMGQNLS0uYmJiAMYbZs2drRV51uMkClwSXm+ybmprCw8MDPXv2xOrVq/Ho0aOPhhnlhrsfnGfR5s2bi12X3P9/bqeaS+o7c+ZM3LhxI1/DjkqlwsKFC2FlZQVra2ts27YNgLBeWffv34ejoyMqVqyIhISEPPd66dKlsLS05PNpcfecM84dOHAAjDF4eHgIMmEX0W1GjhyZx3CS+6Ne0EK96pv634wx9OjRQxAduETe5ubmfFuQSqVwcXFB9+7dsWXLljyFHj7lacq1eS6Mydvbu1h1AICoqCg+tF4qlaJGjRp58i5WqVKlyO2Y6zPat2//1Ya+FBauIlqbNm34Y+r5pbj/cs/hxIkTGsd1kdzj04EDB/g2u2jRIkybNg09evSAra0tTE1NNd4nZ2dn1K1bl69uWBLhwisNDQ0xffr0PGO7umGL84BNS0vDrFmzwBhDp06dtC4z8CGh+bJlywr0ylUf64u6gahtYwM3zxo7dqxGnqgvkedP27q8e/cOzZo10/CsKmz752TmKv7u3bu32OT8GKmpqZg4cSIYYxg4cOAnzy/qHJfz+r9z587niigiIqIDyEjkXxEWFka2trZkbm5OKpWKGGPk4OBAw4YNy/d8iURCRERKpZKkUimdP3+eFixYQHp6ejRq1Chtip4vjDFijBERkVQqpYSEBCIiunXrFqlUKrp27Rq9evWKIiIiKDQ0lKRSKcXExJCxsTG9f/+e/51BgwZpXfY3b95QhQoV6MWLF2RoaEjNmzen+Ph4un//Pj179oyCg4PpzJkz5OrqSl5eXtS4cWPy8fEhFxcX/rkQEalUKv7fAEgikVB6ejqdOHGCGGPUo0cPrenE/f/XrVtHpUuXpi1btlBCQgKtWbOGTpw4Qe7u7lS1alWqX78+yWQyun37Nl26dInOnz9PcrmcFi5cSB06dCAi0tBR21hZWZGZmRlFRUXR06dPyd7enhQKBclkMrp79y5t3LiR0tPTqXnz5vTdd9/x1+np6RERkYeHBzk5OVF2djZlZGQIpYaIjhIQEEBERJUqVSJnZ2dycnKitLQ0UigU5OLiQgkJCaRSqahq1ap08eJFunnzJllaWlK9evXIzMyMzMzMKDg4mIiIZs+erXX5379/T+np6UREJJPJqG3btpSZmUl37tyhuLg42rdvHx09epRcXV2pcePG1LZtW/rmm2/IzMyM769VKhURabZz7jvu/gwcOLDYddm6dSsFBgZS3bp1afz48dSwYUPS09OjiIgIWrt2LR04cIDCwsJo+/bt9NNPPxXqNwEQY4xiYmLo1KlTZGJiwvdr/0VWr15NRB/mEU+ePCEPDw+SSqVE9M/4lZycTIGBgeTg4EDNmjUjImHHgE8hlUpJLpeTXC6n69evU1JSEjk5OVFsbCxNmTKFP8/IyIiUSiW1b9+enJycqFOnTuTs7EweHh58GyiJDB48mC5evEhHjhyh3377jfbu3Utjx46ljh07UpkyZfjnS0RkYGBAAGjOnDm0ceNGKleunCDzx+PHj9OOHTsoISGBxo4dm+85XB9EpPn+cW06PzhdtdlvXb16lTZs2EDly5en/v37U6lSpfjvODlv3bpFWVlZZGhoSFKplMqXL09WVlYf/V0hdCEiMjY2prdv3xIR8fP4gu53bjiZz58/T0REDRs2LAYJP83Bgwdp27ZtVLFiRWrZsiUR/bN2yg/14+rzeHW443fv3qV79+7x6wEREZESjKCmtK+AevXqoUuXLkhPT+ePqYd9fWxHJz4+Hh4eHmCMYejQoUhOTi52eQsiKSkJd+/excqVK7FixQp06tQJfn5+KFeuHEqXLs1XK+M+3L+tra1RpkwZ1K5dG/369cPQoUNx8OBBwfQ4duwYypcvD8YYevXqhZCQEDx9+hQzZ86Et7c3H44gk8ng4OCAb775BlOmTMHx48fz5NcC/nl+f/75Jxhj8PPz07ZKvAxxcXGYN28enJ2d+eegniSd84pj7EPFyQkTJmhd1oKQy+Vwc3PjdyZfvnwJpVKJtLQ0PoSwWrVqOHr0KADkaT/h4eF8mNKXSCQt8vXw/PlzPtF1nz59NMLysrOz+XeIqx41adIkjaS46jvwQuZgioiI4HOqVKpUCVu3bsW5c+cwZcoU+Pj4wM7OjvciMzc3R/369TFjxgxcvXr1ozvuGRkZfD+hjapUjo6OYIzh9u3b/DEupDgkJASNGjUCYwzNmjXjv/sUXH/Aea8MGTKkeIQvAWRmZvJhZdynZs2amDNnDp4+fcqft2rVKjDG8OOPPwLQrYqdHFlZWUhISMDNmzexYMECdOnShR+/c3/s7e0xbtw4HDt2DFFRUTqpz+eiXgiof//+fH9mYGCAypUro0+fPtiwYQPu3buHffv2YenSpWjYsCE/B1i/fr0g4fddu3YFYwxbtmwB8CFvm3p7TkxMxOrVq7FixQr8+uuv8Pf3/2RVYu653r17F4wxuLm5FZv86nCe94sXL9aQA/iQYL9Vq1ZwcnICYx+KPPn4+GD06NE4ffp0gb8plC7cePDbb7+BMQZXV1e8ePGiUNdyMh87dgyMMfj4+BSXmB8lKysLtWvXBmMMAQEBed5v7j17/vw5Nm7cCD8/P0yePBmHDh366DjH6cfNA0pKCLaIiEjBiMasf8GpU6fAGEPz5s2LfG1WVha2bt0KU1NT1KtXD8+fPy8GCQtPrVq18oTbMMZgZGTEGxqqVKmC3r17Y+LEiViyZAkuX76MS5cuITs7mw871AUSExP5pOnly5fH2bNnAXxwyd+3bx8GDx6MKlWqwNDQkJ8wli9fHt999x1++eUXPlmmOpcvX0aTJk0+OnHRFunp6fjzzz/RsGFDmJiYoHTp0ihdujSv73fffYezZ8/yRh+hQ0u4///q1av596p+/foYNmwYb+BijGHVqlV5qrlxE5g1a9YU2tVc5L8DN6ENCwuDn58fGGNwd3eHv78/nyMvJydHY2HChfDlNrYIiXrS9H79+kEmk6F69ep8fxMREYHNmzdj8ODBqF27Nq8DYwx2dnZo3bo1li5diocPH+b57bCwMDg5OcHX17fY9eDCGZs2bQog/75nxYoVYIyhdevWn1zY5oYLMbx27dqXELdEkpycjBkzZqBz585wd3fXCLkzMjKCr68vtm/fjipVqoAxhkePHgH4MOfQNQPQ8uXLYWdnlyds0M3NDbVq1cL8+fMxYcIE6Ovrw9bWVmP8zV0R+mshLCwMU6ZMyVM5mvtwYz0XXrlo0SJB5Hz37h1vWH/58iUAzU2o+fPno2LFirysZmZmsLa2RuPGjbFhw4YCwxK55zpixAitGRvev38PU1NTGBoaIi0tDcA/c48DBw5ohElbWVlpPA8XFxesXLkScrk83/QV2tZFndu3b8PGxgZ6enr4/vvv84Sp54aT9/3793yI4o4dO7Qhah78/f3BGEPLli0LPOfChQu8Q4D6x9vbGydPngSQ/xikVCr5TRcxbYWISMlHNGb9C7p37w7G/kmOyFUTAj4kLbx79+4nd8JjYmIQGhoKQLhJWVRUFJ9TxtDQEFWrVsWKFSuwadMmnD17Fnfu3OGNbQUlxQR0Y+eXu/9BQUHo2LEjGGOoUKEC/vrrL43zoqOjsXHjRnTu3Blly5aFVCrlvc24ikC6NknOr4JhdHQ0Dh06hOPHj+Pu3bt4/PixQNJ9mvj4ePTo0SPPxMPAwADff//9R6/ldqE5w6SICAfXJu7cuYNvvvmG34lWb/Nc33Ty5EkwxlCjRg0hRC0U6enpGDNmDN8+li5dyn+nUChw7949rFixAt26dUPlypU1PDI9PT0L/N3cBTCKA659b9y4EQA0vCi5/vTy5cu8wauoiaMzMjJw6NChLyZvSebly5c4efIkpk+fjubNm6NcuXIwMDDQ6FstLCzw119/5bnP6vm1hERdzlatWmHSpEk4ceIEwsLCNM7jxvJKlSrxHuy6Nj5/ae7fv4+pU6eiRo0acHZ21vDIdnNzQ58+fXDnzh3BCqJs3rwZjDH07dsXwD99rEKhwLx58/h30dHRETY2NjA2NubnWGXKlMGqVas0rsvNkiVLUKlSJa0YGzgjPLcxzd1TuVyOatWq8f3VkiVLcO7cOZw6dQqDBw/mPf2NjIz4vFT5vZfa1CU3Q4YM4d+b1q1b49ixY0hLSyuw/bx69QpTpkzhx0ltjBv5wY3lR44cAZDXW//+/ftwd3fnI0XMzc1RuXJlflO+atWqBVYdf/DgAezs7LSywSMiIlL8iMasz+T9+/eQSCQwMzPjd3LUwwunTp0Kxhh2795d4G9wnbLQk8p169ZpTIDLlCmDPn364Pr16/kmIeUWKCVhMvnbb7/xSWSnT5+ebyjho0ePsHDhQrRs2RIymYz3bhD6uRSESqXK486f3zm6iEKhwO7duzFo0CB4enqiXr162LVrF/9c8rvn58+fB2MMFStW1La4IiUMlUqFyZMn833Z5MmTER8fz79XXEjrkiVLAOheG+farUKhwNq1a+Hg4ABDQ0NMmDAhz676mzdvcOnSJcyZMwffffcdjIyMMGrUKADQ6Lc/1Vd8KbKysiCVSmFsbMxXK1SHGzcWL14MxhjGjRsHQPeega6T3/2Kjo7Gnj17MGLECDRo0AC2trYaBQ9cXFwwatQoXLlyRQCJ8yc6Ohp9+vTBuXPn+A293HC6xsfH8yFHfn5+JbJiYWHJ3VZzcnJw7do17N+/HxcvXsS5c+cKXKRrE26D6fjx4wD+2eg8ceIETExMYGJigr59+yIwMBAAcO/ePfzyyy98iKypqSnu379f4O9nZmYiMTGx2PUAgL1798LQ0BBDhgyBSqXiddmzZw8YY2jSpEm+Iej37t3jq1A2adJEI92IOtrUJTdyuRwDBw7k+4Ly5ctj+PDhOHDgAB48eMBvVL99+xanTp1C//79+fnWx9YvxUl8fDz/juTX37179453JnBwcMDcuXPx+PFjXLp0CTNmzOCjLqZMmZLv72dlZeHEiRMfff9ERERKDqIx6zPZunUrGGPo3bs3gLwTzKpVq4IxhidPngDIW9El9zEhCQ0Nxbx583gvJfVJcMWKFTF+/Ph8Q+8KUzZaKDijYmpqKubMmQNDQ0OYmZlhwYIFBVZrzMnJwa1bt7Qu67+By0XD/V1S4EIMCtr1457Rw4cP0aJFCzDGsGzZMq3JJ1Ly4NpzfHw8XwHJxMQE06dP58/h+jVdDi1Qb8+rV6/mPRxGjBhRoKdvUlIS9u3bh5iYGADCGIg2btzIhz4tX74cly9fRkpKSp5+tkaNGmCM4eLFiwCK5tFbkvq44iIzM/OjG2FBQUFYu3Yt+vTpgxo1amiEpHIhONOnT/9kyJG24QywuXXidPX394ednR2MjIz4qoVfsyFUqVR+sm0IpX90dDTvAcvBjelt27YFYwxz5szh8xSqt9snT57wIbCDBg3SruAF8PTpU96bR51OnTqBMcbngeU8HNWryB46dAimpqYoVaoUIiMjtSv4J+BkjIyMxPDhw/N4blavXh3NmjVDxYoV+Wq6XJTGnj17BMtPun//fjDG0LZtWwCaY4RCocD69et5XXbu3JknYoQzyHXt2hXA191PiIiIiMasz4Yrea2esJrrcLkwCi6UpaA4+vHjx6NXr16CJn5X582bNwgMDMT06dPRokULODg45JkEL1y4ME9+r8JMurRN7nt+8OBBPnln586dERwczH+XX/je14pQIQkfo6AFanp6Otq3bw89PT106NAB8fHxWpZMpCSzefNmPgzEz88PEyZMAGMMrVq1AlByJrg3btxAgwYNwNiHpOlXr17lvYB1qd/lFhDcx9zcHB07dsS6detw//59qFQqPHv2jA8X4xANVIXn+fPnmDVrFtasWaPhZay+uObIzMxEYGAgFixYAD8/P7i7u2uEpOpC/kdO5sKOS+PGjeO9MTiviq/x/VH30NRF5syZA8YYunTponE8ISGBDxvNbWBQKpW8MYgLY+MK6gjdFyclJcHd3R3GxsbYvn07gA+eSg0bNoSent5H04VkZ2ejSZMmMDc3x6lTp7Ql8mdx7do1jB07Fp6ennnSPTDGYGxsjBo1agjeN+zZswdmZmZo1qwZH/nCGUuvXbvGewW2aNECgOamLgAsW7YMEokEnTt3LrCoy9fYb4iI/FcRjVmfQWxsLB+Opz4J4yYew4cP1/AkUT+H60BfvnzJJz3NnfRaaFQqFVJSUnDkyBGMGDEC9evX56vrcANemzZtsGXLFn6g0XXkcjnOnTuHOnXqQCKRoEuXLggPDxdaLJECyM7O5j09nJyc/tMJn0WKBrcwysrKwo4dO/giA1wfFhAQAEA3For5eezm/hsALl26xC9AWrRooWGMz/07QhEWFoZ9+/Zh6NChcHFxyRO6Pnr0aD730bRp0wDohtwlhdTUVH5u0ahRowINQPm91ykpKTh+/DimT5+Oxo0bo1q1asUt7kf52HPPz7DBnZ+dnc0XeqhevXq+4axfA9wz3LBhAyZPnqxzXnRly5bVyHc2dOhQhIaG4ujRo2Dsn0ItBfWxf/31F4yNjdGiRQskJSVpU/QC4Qxs3t7evIf+qFGjYGFhwVfIzf3ecv/m8mpxRUV0rV9Tb1Opqam4ffs2AgIC8L///Q+tW7fG999/j//97384efIk7y0vpIGRq/5oaWmZJwSZK+5UtmxZPsk7955xMh85ckTDWCoiIvJ1IxqzPoMFCxbw+ViADxMsrhPNzMyEvb09GGP8zqn6wMZ1ulzyzG7dumlZ+qKhUCgQFRWFzZs3o1+/fvD09OTj0RljsLW1xYABAwRLypuRkQGlUonIyEhERUVBLpfj6dOniIqKQkZGBu7du4eYmBjEx8cjLCwMhw8f5quftGnT5qudDHNw75u/vz+aNGmCq1evCixR4VAoFIiPj8eOHTtw6dIlocURKcGcO3eOX2wwxvjKU4DwHgHAh40NzmMhKSmJ97KJjY2FSqVCVlYW3rx5g4SEBHTu3BmMMdjb2+P69esCS54XlUqF169f4/Hjx9iwYQO6dOmSJ8xNJpPhhx9+wJUrVxAVFVXkJPD/VdavXw9DQ0M0bNgQ58+fB5C/sUAulyMxMRHPnj1DcHBwnvsbERGBu3fvakXm/ODmQ1FRUTh27BhmzpyJtWvX5kn6XtB1d+7c4dM4DBkyRLAE1cWNXC6Ho6MjpFKpznjvAx/k8vf3x4gRI/gE3NyHq7TIzQdzv59cf3vt2jUwxnQqAXdaWhoqV64MxhhsbGywZMkSPv8il98P+KCDeh7C0NBQPry6JKH+bD5W2EkI0tLS4OXlBcY+FDXZuHEjrly5wuf+0tPTw6xZs/ItbAH8Y5jkqkfqwsaViIhI8SEasz4DbgDn4ujV2bt3r4b7a0GLJS4PkNDuvEUhOzsbQUFBWLRoETp27AhXV1e+Ok25cuUEkally5awtbVF3bp1YWlpCUdHR1SsWBGGhoZwdHTky+86ODjwIUdcTrA+ffoU6IL8tcBNuFq3bq2RrFVE5GtHfRPh/v37aNOmDWQyGcqXL4+VK1cKKNkHdu7ciTp16qBz586oWbMmGjdujKZNm8LNzQ2NGzdG3bp14ejoiHr16qF8+fJwcHDgN0qqV6/OG3l1wQvg9evXAPJu3KSmpuL69ev4/fff8c0330Amk/ELX6lUiqZNm2LBggW4du0aUlNTxUXHR6hfvz4Y+6e6F4f6PT99+jTvuVSpUiX4+flhyZIlOhWirVQqERgYyBukuOpj3LypMGPU8uXL+QTRXPjR1wLXBjgvp4YNGwLQDcM7h0qlwtu3b/H06VNs27YNvXv3hp2dHf8cC/Kk5nT73//+B8YYfv75Z43jQsHd2wcPHqB58+aQSqWwsbFB27ZtIZVKYWtri+XLl+cxnL569Qrff/89GGOYOXMmAN1M5cDB3WeuvwZ0pxBVblatWqURFs1thHBOAB8L/axUqRIYY7xHna7pJiIi8mURjVlF5N69e3yoXfPmzTF58mQcO3aMr1TCVdjw9/cHoDmwcR3q8+fPwRiDlZWV9hX4QnD5tWbOnIkaNWpgxYoVWpchKiqKH+RMTExgaWkJe3t7eHt7w8HBAU5OTqhbty7KlCkDDw8PNGrUCC4uLmjatCn8/Pzw559/al1mbcK9bxEREbzLtojIf5Xg4GDeqMsYQ4cOHfD06VPB5GnUqJGGcV0mk/HhOxKJhM9ZaGNjwx+vXLkyHB0d0bdvX95bQ2hjVkhICMaOHftRDxm5XI64uDicPn0akydPRs2aNTUWKZaWlmjfvj22bNmiPcFLEOfOnQNjDPXr18/zHff8V65ciXLlymks+rh3yc/PTycq4AHAyZMn+WTT+vr6kEqlGvk5rayssHPnzk/+Trdu3dCyZUstSKxduHG7V69eYIzxOZx01UiiVCrx8uVL3L59G4sWLUKPHj1w7Nixj17DGRseP37M/4aucOHCBfj6+uabU6py5coYOXIk9u7diwULFvCVDKtWrcqnrdAlXfJDLpejdOnSqFevns55ZOVmw4YN+OabbzQKUw0fPpzP25vf2Hfq1CkwxlC7dm1tiysiIiIQojGriKxYsUJjcDMxMUHFihXRsWNHTJs2Dfr6+jAwMNC4RqlUQqVS8ZMRLkxx9OjRQqjwRVGpVEhOThZkd5RzATc3N4eXlxf++OMP7Nq1C3fu3IFKpUJcXBy/AxUZGQm5XA6lUon4+HiNCYfQi8HigtuF+/3338HYh2poIiL/Zd69e4eZM2fC2toaxsbGaNmyZYHl1IsTLu+ivr4+ypYtizFjxmDu3Lk4d+4cEhIScO/ePURHRyMyMhI3btxAQkIC4uLi8PDhQ2RkZPBVwnSBPn36gDEGNzc3rF+/ns+jmJOTk+/C7v379wgPD8e+ffswZMgQ3gDDGEO/fv0A6P6CUNv07dsXjDGsX78eQF7DRlBQEAwNDSGVSmFhYYHOnTtjwoQJfKgOYwzz588HIPy95QzKXl5eCAgIwN9//40NGzZg0KBBMDc3573KQkJC8r1ePbzr2bNn2hS92OF0S01NRalSpSCVSnXS4FBQ0ZycnBwkJibyeWDzm1vt27cPjDE0bdq0uMUsFNz8PDdHjhxBq1atNOb76pW+uY+Xlxf+/vtvASQvGtx88NixY2CMoWbNmgCE7w/yQ/15PH78GLt378Zff/2FwMDAj14XGxvLGyI3btwIQHeNwCIiIl8O0Zj1GQQHB2PBggXw8vLSGNyMjY3BGEP58uWxa9cu3Lt3L9/rudLkDx480LLkXxdjx47NM7Hw8fHBqFGjsGvXLoSEhBS4UP1aDVj5Ubt2bTDGBM2TIiIiNNykPSUlBRMnTuQ9WITA399fo9+ytbWFr68vhg8fDn9/fzx//lwnF7H5MXfuXD6c283NDb/88gvevn37yety59dq2bIlPyYKHXakS2RlZfGeeVwicPXqXfHx8ejXrx/vjcAVOFAqlYiLi0OXLl3A2IdCGkIv7B49esTnfEtISND4Lj09HUuXLuULNezatQvAf2us5t57btO0V69eGseFJj/vPoVC8UmDCPf9rVu3+Ep0nPedULrlp0tOTk6eNhIaGorly5fD19cXlSpVQr169eDm5oZ69erh999/F9S7tyjk9vjbsWMHAN019hT0ThV0/O3btxg9ejRkMhl8fX35FCL/pf5DROS/imjM+pdcu3YN48aN4ytmcbs39vb2qFu3Ln788Ufs2rWLd4sNCgoCYwzu7u4CS/51kJOTgz179qBly5Z5POaaNm2KmTNn4vDhwwgLC9P5xWFBO4Sf+1sAcPv2bTDGUKFChS/yuyIiXwsbNmzgJ/RCEBYWhkWLFvGhKtzHxsYGzZo1w5QpU7Bv3z6EhYUVWEVLF3j9+jU2btzIF9ZgjKFKlSrYvXs3b9T6lLwKheKrz1/4udy/f5/PBZmQkJDnXi5dupRPsn/kyBG+7+eKHBw4cACMMXh4eCAqKkrr8qszevRoMMbwyy+/APjHe4/TSaFQoHr16mCMYc2aNUKKqhUK8hBfvXo1GGM4evQoAN0wZr179w716tXjDe65jUEqleqjcmZkZMDZ2ZnPV5pfnj1tURhd5HJ5HtlSUlIQHByMrKysj+Zs0jXUPf7MzMx01uPvc1GpVFi8eDG/ocK1G10aJ0VERIoPBgAkUiSUSiUBIJlMxh/LycmhkydPkr+/P507d45SU1OJiEhPT4/s7OzIzc2NmjVrRg8ePKDDhw/T/Pnzadq0aUKpUOIBQEqlUuMZpKam0q5du2jz5s30+PFj/ritrS3Vr1+fGjZsSHXq1KFKlSqRnZ2dxrVCoVQqKSoqilxdXTWOq1Qqkkgk/+p3pVIpTZw4kZYuXUq//vorzZw589+KKyJS4klLS6ONGzeSq6srtW/fnoyMjLQuAwBijPH/vnPnDu3bt48OHz5MYWFh/HEXFxeqXr06eXt7U926dcnT05Ps7e21Lm9hiIyMpMWLF9Pu3bspPT2dnJycaNCgQTRixAiytbUlorx6i3ya6OhoatWqFUVFRdHx48fJ19eXFAoFyWQyunv3Lg0YMICePn1KzZs3p7Nnz+a5Pjg4mFq2bEkGBgZ06NAh8vT0FECLD5QuXZpevnxJz549o0qVKmmMc9y7MW7cOFqxYgXNmTOHfvrpJ8FkFdFk48aNNHToUDI2NqZSpUpR5cqVqUGDBtSkSROqW7cuWVpa8ufiw0Z5nmd77do1OnfuHLVu3Zrq1asnlCpF0kWlUvHtLfecjJtn6QIfmzNycm7YsIF+/PFH6t69O/n7++us/Hfv3qXk5GS6e/cuWVlZUa1atcjc3JxsbW3J2to6zxgSHR1Ne/bsoYCAAJo8eTL16NGDJBKJON6IiPxHEI1ZhUQul9P+/fupRYsW/MSciEihUBBjTGNASElJob/++ov27t1LV69epczMTCIiMjY2JoVCQXK5nGJiYsjJyUnrenyNKJVKYoxpDOTBwcG0ZcsW2rFjByUmJvLHK1SowBu2ateuTeXLlycbGxshxCYiot27d9OCBQuoXbt21LhxY6pXrx6VLl2a/z73pLAoqFQqcnNzo6ioKIqKiqIyZcp8SdFFRAThc9sEN7Fdt24djRgxgvr27Uvbt28vJik/jVKpJCLSGDuUSiWdPXuW/P396dSpU5ScnExERAYGBlShQgWqWbMm1a1bl+rWrUuVKlUiCwsLIUTXQH3BoFKpaNeuXbRy5Uq6c+cOERH5+vrSjBkzyNfXV0gxSyw5OTlUpUoVioiIoOHDh9PcuXPJ3Nyc0tPTaejQoXTw4EGqWrUqLViwgNq3b88vULnnEhERQRUqVCB3d3d6/Pgx6enpCaLHmTNn6Ntvv6Vvv/2WTpw4QUSaYze3mG3SpAkFBgbS8ePHqU2bNv96Y0fXSE1Npfj4eLp8+TKZmJhQ6dKlSSaTkZubG7m7u2ucq0uLcQ8PDwoODiYrKyuSSqWUlpZGenp65OzsTFWrViUfHx9q3Lgx1apViwwMDPjrVCoVMcZ0Rg+iz9clv7mm0GRmZmpsyHxsfOzZsyft3buXTp48Sa1bt9YpYxbRByPW1KlT6c6dO/T69WvS09OjnJwcIiKqVq0aNWrUiJo3b06tW7cmU1PTPNe/ePGCypcvr22xRUREhEaLXmAlmjVr1oAxBgcHBwwZMgRnzpzRSMLLJXjPHc8dEhKCefPmoXbt2jAwMNAotSzyZeGeQW7X4kuXLqFfv378/WeMQU9PD5UrV8bcuXMFkvYDdevW5cMiy5Yti7Zt22LevHm4cuVKnupghQ1D5Fz9T5w4Ib5vIl8V2dnZGv8uSmgud17z5s3BGMOmTZu+uHyFgavgpY5SqcwTovPq1Sts27YN7dq10yhRbm5ujgYNGqBfv358snVdQP053Lp1C926ddOQ+aeffkJkZCR/ri4mHtY1uHvEhZ1xFQ2HDRumkdpg1apVfNJtDi4XDjd3GThwoNblV8fPzw+MMbRq1QpBQUEa7wunZ1JSEhhjcHR0/GrCoDjdXr58iTVr1sDb2xuMMRgaGvJFINzd3dG8eXNMnDhRY26pK20kMzMTbdq0gYGBAczMzPDdd9+hffv2GlUoS5UqBU9PT/Tt2xfr16/HkydP8vxOdna24Dp9KV2E1oNj6NCh+Omnn3D58uWPzhlzcnKwc+dOTJgwQQgxP4pcLscff/wBU1NTvk0YGBjA1NQUrq6uGmH4BgYG6NChA65evcpfryvPQkRERBhEY1Yh4ZJWqn+qVKmCn3/+GXfv3tVIoqhUKvNNqnj9+nX069cP+/bt06bo/0nyewY5OTkICAhAixYt+Gf4v//9D4AwOSlevHgBxhhfmtza2hqMMZiamsLDwwM9e/bE6tWr8ejRozwL9o8t4rmBnauAtXnz5mLXRUSkuElOTkaXLl2wdu3aAg1CnzJsBQcH820/9+JfG5w7dw76+vqYNWtWvt9zuVpyT87Dw8P5/FoymQyMMZQtW1YLEn8c9UTkQN5FRUBAABo3bgzGGMzMzNCrVy8EBQVpW8wST3x8PHr06JFnDmJgYIDvv//+o9dyc5ezZ89qSdq8ZGZm8pUKuU/NmjUxZ84cjQTaq1atAmMMP/74IwDdyBX1JXj58iWaNGmiob+lpSVcXFzy5PqsW7culi9fLrTIeQgJCUGbNm3AGEOdOnVw4sQJREVFYfHixWjatCk/f5FIJChdujTq1auHkSNHYu/evYiJiRFafA2+Fl0ePnwIxhgsLCxQuXJl9OjRA6tWrcKDBw8+ORbqUj6pFStWwMbGBowx9OzZE2vXrkV4eDhu3LiBkydPYseOHRg9ejQqVaqkkVtyz549QosuIiKiA4jGrEKQnJwMqVTKVyr09fXlK+5wn8aNG2PlypV8oncOhUKhs9VC/ivk9wySk5OxaNEipKamAhBmZ+fRo0eoWLEiZDIZypcvj759+8LX15dP5iuRSGBlZYU6dergxx9/xM6dO/HixYs8v5NfEtlXr17BysoKEokkz26diEhJZPbs2WCMwdnZmfdO2bNnD+/to07u9sy1i/nz54Mxhm7dumlF5txwleU4A/PHFusFJVS+ffs2hg4ditWrVwPQvWpUSqWS96DLysrCmTNn0Lp1a36slEqlmDlzJsLDwwF8PQaL4kahUGD37t0YNGgQPD09Ua9ePezatQspKSkA8h/Dzp8/D8YYKlasqG1xNUhOTsaMGTPQuXNnuLu78x4YjDEYGRnB19cX27dvR5UqVcAYw6NHjwB8eH9K+vsRERHBV5Czt7fHDz/8gOvXr+Pvv//GjRs3cOXKFcyePRsVKlTQmFO2aNECoaGhQoufh59//hkGBgYwNjbmk/RnZmbi5MmTGDduHGrXrs0/Xz09PTg5OaF58+b4+eefceTIEZ16niVdl2HDhvEboJz3roWFBby8vDBkyBDs2LEDERERea4TWm51nj17Bjs7O5iZmWHu3Ln5yqZSqZCRkYFbt25h2rRpfPXcMmXK4MyZMwJILSIiokuIxqxCkJ6ejokTJ0JfXx+lSpXC1KlTERgYiMWLF8PHxyfPTmnnzp3h7++PpKQkjd/JLwxRpOioD3bq91P9OPe3uueAQqHgKzzpCseOHUP58uX5MtwhISF4+vQpZs6cCW9vb5QqVQqMMchkMjg4OOCbb77BlClTcPz4cX4Row6n659//gnGGPz8/LStkohIsTB27Fg+NIfra8uWLYvmzZtj2rRpOHHiRJ6wO/VwNpVKhWrVqoExhtOnT2td/szMTEilUpiZmfFGdHWD1a1bt3DhwgW+AqA6+YUhCsn169exfv16+Pv7IzQ0FImJiQgLC0N6ejp/Tm4j24EDB9CiRQsYGBjA3NwcgwYNQlhYGADd8hLQdbKysgCgwE0K7n1/+PAh74W8bNkyrcn3MV6+fImTJ09i+vTpaN68OcqVK6cR/s8txv/66688IcUKhaJEzp9mzZrFh/ufPHnyo+eeOHECbdq0gaGhIQwNDTFy5Ej+eQsNd+9TUlIwbdo0fl6yYMECjfNSUlIQEBCAAQMGwN3dHfr6+vyzrVOnjhCi5+Fr0aVVq1Z8WKSvry8aNWoEMzMzXh97e3s0bdoUkydPxtGjR/PMGXUh3Hvy5MlgjGHMmDH8MfUxOzdpaWlYsWIFSpcuDcYYOnTokKevEBER+W8hGrOKwO7du3mvmV69eiE8PBxpaWk4fvw4xo8fj6pVq2pMyuzt7TFs2DCcO3cu3wWKyJdHfQGlPsBx+TfkcrnOGbQSExP5/DLly5fnw0HS0tKwb98+DB48GFWqVOEX8gYGBihfvjy+++47/PLLL7h582ae37x8+TKaNGkiyKJdRKS4SE5Oxp9//okWLVrAyMhIIzzH3d0dfn5++O2333D16tU8OXeuXLkCxhisra0FkX3btm382AHk9aSpUqUKHBwckJCQ8NHfyczMFNwby9nZGTKZDHp6enyOo9q1a6NGjRpo2bIlJk2ahFmzZmHu3LnYu3cv7t+/j8uXL+OPP/7At99+C4lEwj+7/EJGRQpHQUbA9PR0tG/fHnp6eujQoQPi4+O1LJkm+S2Yo6OjsWfPHowYMQINGjSAra2txnvh4uKCUaNG4cqVKwJI/GXIzs7mQ9bu3r3LH88dEq1uqH706BE6derE34f9+/drVebCcvToUT5MsnPnzvm24/DwcKxZswadO3eGnp4exo0bB0D3vElLqi4hISH49ttvwRiDl5cXdu/ejUuXLmHUqFF55owuLi5o164d5s6dm29OVqGwt7cHY4z31C3sxsamTZv4NnLnzp3iFFFERETHEasZFgKumo5SqaSjR4/SjBkzKCwsjHr37k2//PILubi40Nu3bykuLo7u3btHZ86cobNnz1J8fDz/G66urjRo0CCaPn26gJqUbF69ekXr168niURC5ubmFBMTQ6ampiSTySg8PJzs7e1JLpdTdHQ0OTs7U1paGqWkpFCZMmUoNjaW5HI5OTo6UmhoKBkaGtLx48cFr0rDvVtPnjyhn376if766y9yc3OjJUuWkJ+fH39eTEwMnTlzhk6cOEF37tyhuLg4kkgkpFAoaP78+TRt2jSdqnwkIvIlQT4VmoKDg2n//v108OBBevDgAX/cwsKCypYty1c/atiwIVWvXp0mT55MS5YsodGjR9Py5cu1rgNXpe3IkSN81TmiD9UMAwMDqUmTJuTm5kZhYWE63ZafPXtGVatWJZlMRubm5uTg4EDGxsaUkZFBz58/5/XiKtQRETHGqEyZMiSVSun169eUkZFBCoWCSpUqRenp6QJq8/Uhl8tpx44dNGTIEHJ0dKR9+/ZRgwYNBJUpKyuLDAwMiDGWb3XCJ0+e0JUrVygwMJCCgoIoOjpa472oU6cOtWjRgkaOHFmiqkDv27ePevToQX5+fnT48OFCV2bMysqinj170pEjR6hFixZ08uRJkkgkOtEncNUJc3JyaP/+/TRt2jSKjY2lfv360eLFiwusDn3r1i2+erSuVKj8GnRJTU2lWbNm0caNG6lMmTK0ZMkS6tChA8XGxtKJEyfo7NmzdPv2bYqLiyOlUkkmJiZUpkwZqlGjBjVp0oTq1q1LXl5egsh+9epVaty4MdWtW5du3LhRqHGPu98KhYJ69uxJBw8epJEjR9LKlSu1JLWIiIjOIaAhrcRy/fp11KpVi3c1VveMUSgUSE9Px/3797FmzRr4+fnBysoKjDF0795dQKlLPjNnzsyTAPdjH/VdXi5pMvfx9fUFoFu5AwDgt99+4+WePn16vqGEjx49wsKFC9GyZUvIZDI8fPgQgFjRReS/y5UrVzB69Gg+ZJfLzWRnZ4cGDRpgyJAhfD/84MEDrcsXGxvL5/hQ38nn+p/hw4eDMcYnflY/h9upTk1NRe3atfH7779rUfK83Lx5E56enrw+s2fPxtWrV5GYmIi4uDicPn0a69atw5o1azBv3jx06dIFzZo1Q5MmTfjKVFzOySFDhgDQPU+NkoxCoUB8fDx27NiBS5cuCS0Onj9/jlmzZmHNmjUa41l+IU6ZmZkIDAzEggUL4OfnB3d3d41KniXN07h3795gjCEgIABA4eYbXHs/efIkLC0tYWRkpJEkX9d4+vQpfH19wdiHokjqoZRKpbJEzUtKqi6pqakYO3Ys305yFxB4/PgxFi1ahJYtW8LW1pafH1tbW6NKlSqCVcVdu3YtGGMYO3YsgMLPx7nnMGfOHDDGMGrUKI3jIiIi/y1EY9ZnEh4ejh49ekAqlaJatWo4cuRIvtXzkpOTERgYiBkzZvD5QUQ+Dy5Bas2aNTFkyBAsWLAAo0aNwrhx47Bo0SKMGTMGU6ZMwbp16/hJpJmZGUaPHo2ZM2di7ty56N+/PwYOHMi7keuKMYuTIzU1FXPmzIGhoSHMzMywYMECfoDOLWtOTg5u3bqldVlFRLQFt7B7/fo1Hjx4gGfPnuHVq1cA8s8jlZWVhYMHD6Jnz558eA9jjA+3ECoR9oIFC8AY40NT1OXOzMzkQy24xX5+IUhbtmzRMMQLOXFXKpVYunQpnJ2dYWBggK5du+L27dsa56jr8ObNG8TGxuLt27eIiorC4cOHsWPHDiQmJvK/J/L1kZqayhtqGzVqVKDRMr9xOCUlBcePH8f06dPRuHFjVKtWrbjF/aK8ffsWTZo0gVQq/axQ2nfv3qFs2bLQ19fXCFHUFlz7LUzY16NHj/jiFnXr1sX58+eLW7wi8TXp8jF27NiBMmXK8BsFXOgeh0KhwOXLlzFt2jQ0aNBA8Nxf27dvh0wmQ5cuXT4rN9zx48chlUrRt2/fPGkFRERE/juIxqx/QWRkJF+lxsrKCv7+/gWeq2t5mkoaaWlpaNq0KRhj8Pb2xr59+/I9jxsQFy1aBMYYhg8fDkAzf5auJFRVJ/ck6+DBg3BycuJzOAQHB/Pf6fIOoYjIl0alUmHcuHFgjKF9+/a4evVqnnMUCkWeBXFiYiLWrVsHX19fmJubgzGGOXPmaEtsDbiS4tyiNDs7m1/Y79+/n69eBhRs2OGSeXPVm4QyxKvLd+LECXzzzTe80XDKlCl8X6VSqZCdnS32Vf9h1q9fD0NDQzRs2JA3CuT33srlciQmJuLZs2cIDg7Ok9A5IiJCEIPOvyEjIwMdOnSATCbDoUOHABQ+HxBXGKJ79+4wNjbG3r17i1HSgmUAPmwkcBVjExMTERkZiZycHERGRiIyMhLv3r1DXFwcHj9+jL59+/J5CS9evKh1mQvia9IlP7g+NicnB2vXruUrMA4fPrzA3FgZGRnYs2ePoDnpjh49CsYYPDw8ijSecedu3bpVY54vFhIREflvIhqzPoF6ok71v7mFSE5ODubPnw9LS0sYGBhgxowZSE5OFkzer5nMzExMnToVenp6MDU1xS+//MLv7Ocu4c3tTl24cAHAPyENJWWwk8vlOHfuHOrUqQOJRIIuXbrk2WUTEfnaUSgU+P3336GnpweZTIbt27fj9evXn7wmtwHl6dOnmDFjBt9faJP79++DMQY3N7d8NzU6d+5cYCgSp0d4eDi/aaJrJCUlYfbs2bC2toaenh66d++OJ0+eFHi+eoVZka+b+vXrgzGGI0eOaBxXf/6nT5+Gn58fGGOoVKkS/Pz8sGTJEsGT1v8bOP1atmwJxhgWLVr0Wddz4bxCeGBv3boV1tbWaNq0KapUqQJHR0d4eXnB0dERDg4O8PT0hLGxMRwdHeHi4gKZTMaHhFarVo03kuhCW/+adCkM9+7dQ5MmTfjNX84Yp1AokJOToxN6qFQqxMTEwNnZGYwxLFy4sNDXcuPid999B8YYDhw4AEB3Ii1ERES0i2jM+heoL5hmzZoFfX19GBkZYfbs2aIn1heGG3yTkpIwevRo3hNg1qxZecr4Xr9+HYwxuLq6CiZvQWRkZECpVCIyMhJRUVGQy+V4+vQpoqKikJGRgXv37iEmJgbx8fEICwvD4cOH4eHhAcYY2rRpg7i4OKFVEBHRGmfOnIGFhQVcXFywZ88eACVnQcExcuRIvnx606ZNMX36dAQGBgL4YIQ3NDSEgYFBvmES3OScC1McPXo0AN3MMXXhwgW0bt2az1c2bdo0PH/+HIBulIAX0S7nzp0DYwz169fP8x3XhleuXIly5crlyWspkUjg5+eH6OhobYv9Rfntt9/48GYut6VCofhoH8a1k4iICDDG4OzsrBVZc8OFoTHGYG5uDn19fbi7u8PZ2Rl6enrw8PCAk5MTrK2t4eXlBXt7e3h4eMDHxwfDhw/PN9+nUHxNugDQmPOqh1Cqp6S4dOkS6tWrB8YYmjZtmidXpC5sKqhUKgwYMIDPvxgQEFDosY3b4DEzMxPXWyIi/3FkQieg11UePXpEFy9epDdv3pCzszPFxMQQEZGVlRXFxMSQgYEBmZiYUGRkJNnZ2ZG5uTlVqlSJgoKCaOfOnfTtt99SvXr1BNbi64GrcGJra0srVqygBg0a0NSpU2nOnDl069Yt+vXXX6lGjRokk8lo48aNRETUp08fIiLBq82o07VrV3r48CG5uLhQWFgYGRkZkYmJCcXExJCVlRURESUkJJC9vT29e/eO3rx5w+tuZWVFxsbGQoovIqJV1q5dSxkZGfTLL79Qz549iYgKXdErJCSEHB0dyczMjJRKJUml0uIUtUBiYmLI0tKS3r17R5cvX6Zr167Rtm3byNvbm/T09Cg7O5sGDBhAhoaG/DVclS1O5oCAACIiGjRoEBGRYP0Z15dCrbqkUqkkiURC33zzDTk4ONDq1atp9erVtHDhQoqIiKCZM2dS9erVdaISm4j22Lp1KxERDRw4kIiIFAoFyWQfppyMMXry5AlNnjyZcnJyyNzcnHx9fcnFxYUuXbpE9+7do6NHj1L9+vVp+vTpOjWGF4WWLVvSL7/8QuHh4bR27VpauXIlfw+IKE/1NqhVbOXmMd26ddOu0EQUERFBN27cIAMDAypdujT16dOHKlWqRHZ2duTj40Pv37+nnJwcsre3p4SEBNLX1yd7e3uKjo6mUqVKkaWlpdZlLoivSRcOiURC7969IxMTE1IqlSSXy8nIyIgyMzNJKpWSgYEBNW7cmI4dO0azZs2itWvXko+PDx04cIBat25NRIUfR4sTxhiNGDGCDh06RLGxsTRjxgxKSUmh7t2751tJkmsvz549o7lz5xIR0ZAhQ0hPT0/QMV5ERERYGAAILYQuUrNmTXr06NFnXfv999/TwoULycbGRqdLrJdEuEltZmYm7dy5k6ZOnUrp6enk5+dHK1asoLJly5KpqSm9f/+enjx5QlWqVNGZZxAdHU0uLi5ERGRsbEz6+vpkYGBAZcqUodjYWJJIJOTk5EQJCQlkZmZGVlZWFBsbS+XKlSNzc3Nq164dDR06VFglRES0RHx8PDk7O5OFhQUlJSWRnp5eoa99+fIlzZo1i2xsbGjYsGFka2tbjJJ+nJycHLp27RodP36cLl68SM+fP6eMjAxSH3p9fX1p5MiRVKdOHSpTpozG9devXycfHx+qWLEihYSEaFv8z+Lq1as0e/ZsOn/+PFlYWNCECRNo0KBB5ODgILRoIlogOzub3N3dKSYmhmJiYsjJyYl/3xljlJCQQFOnTqWdO3dSrVq1aOrUqdS9e3dSqVSUmJhIY8aMoYMHD5KjoyNFRkZqGIBKCty8Y+zYsbRy5UoiIqpXrx5NmzaNGjduzG9ececS/WNgOHz4MA0aNIjevHlD9+/fp6pVq2pV9pMnT1K7du00jtWsWZO8vb2pTp061LBhQ3JyciILC4s81+rKfIvja9Ll2bNnNGLECKpYsSKlpqZSRkYG2dvbU3x8PDHGyMrKip4/f06lSpUifX19io2NpaysLIqOjiZHR0f6448/qHv37kKrkYd9+/bRkCFD6PXr1ySVSql58+bUs2dPatq0KZmZmZFEIiErKyt69eoV3bt3jyZPnkwPHjyghg0b0oYNG6hKlSol1uAtIiLy7xGNWfnAGR2kUinZ2NhQs2bNqFWrVvT69WtKSUkhR0dHSkxMJENDQ3J2dqa4uDiysrIiU1NTSklJocaNG1OtWrWEVuM/wZ07d2j06NF08+ZNcnV1JV9fX9q4cSPVrVuXbty4oVMD3JQpU2jx4sVUqlQpqlChAvXp04fs7OyoUqVKVLt2bd6IZWZmRlFRUeTo6EhSqZSSkpLIzs6O10PXJlgiIsXBmjVraNSoUTRs2DBas2ZNoXdeOQ+QXr16UUBAAG3YsIH3aNI2udvqq1ev6O+//6YTJ07Q9evXKS4ujt69e0cAyMTEhFxcXKhx48bUrl07atiwIVlYWNC0adPo999/p/nz59O0adM0PFy0RWJiIk2fPp28vb1JKpWSvr4+1axZk+zs7CgjI4PMzc3J0dGRiIgyMzPJyMiIEhMTad68ebR69WoiIurcuTONHTuWGjdurFXZRbTPgwcPqF27dmRiYkKXL18mOzs7jXawbNkymjNnDqWnp9Nff/1F7dq1I4lEQjk5OaSnp0cHDx6krl27UpUqVejkyZNUtmxZAbX5d7x9+5YmTJhAu3fvppycHKpatSo1b96cfHx8yM3NjZycnMjKyooUCgVFRUXR0aNHadasWZSTk0MjRoygxYsXCyb7mTNnaOPGjXTgwAHe4CaVSqlmzZrUqFEjqlevHlWrVo3KlStHZmZmgslZGL4GXcaNG0crVqzQOGZiYkJZWVmkVCrJzMyM3rx5Q0REpUuXptTUVDI1NSVTU1OqWLEiLV++nGrWrKlzc0ilUkn79++n3377jR4+fMgft7Kyovr165O+vj4lJiaSSqWiW7duERGRi4sLbdu2TRxPRERERGNWfvz55580fPhwIiLS19cna2tratGiBY0aNYq8vLx0xjjyX0Y9zOXq1as0ffp0CgwMJAMDA8rOzqa1a9fSjz/+qFPGrPwmIg0bNqRatWpRgwYNqE6dOnzIam50bfIhIlLcdO3alQ4ePEjHjh2jtm3bFjmMYPr06bRw4ULatm0b9evXT9A2xIUNqv//o6Ki6NSpU3T69Gm6d+8eJSYmklwuJ4lEQhYWFlS5cmVq2rQpbd68mZKSkig2NpYcHR0F0WPOnDk0e/ZsIvrgVSqXy0mhUJCdnR25urpSZmYmSSQSql+/PllZWRFjjKpVq0Y1atSggIAAWrp0KWVkZJC1tTVt2LCBOnTooFX5RbRLdHQ0tWrViqKiouj48ePk6+vLG2Hv3r1LAwYMoKdPn1Lz5s3p7Nmzea4PDg6mli1bkoGBAR06dIg8PT0F0OLfw7XVkJAQ+umnn+jAgQP8d3Z2dlS5cmXS19cnuVxOVlZWdPHiRcrIyCCVSkXjxo2jyZMnC+LNmNtgnpmZSfv376eNGzfSlStX+OOlSpWiunXrUsOGDalu3bpUpUoVcnR0JAMDA63LXBBfky6lS5emly9fkr29Pfn5+VGFChXI2tqavL29KSMjgxQKBR8uaWRkRA4ODhQVFUWWlpZUpkyZfOeW2ub9+/dkYGCQ71geGhpKAQEB9Pfff9Pjx4/p5cuX+f5G9+7daezYsdSgQQNxbiwiIiIas/IjLCyM9u3bR7dv36Z79+5RbGwsv5NToUIFateuHXXv3p0aNGigcV12djbp6enpjPHkv0RKSgqNHTuW/P39iYho6NChNHPmTCpTpky+C0mhUCgUtH//ftq8eTOdO3eOP25sbEx16tShRo0akbe3N1WtWpWcnZ018uiIiPxXSE9Ppz59+tClS5foxIkT1KRJkyL/xtq1a2nkyJG0ePFimjBhQjFIWXQAkEqlyjORf/jwIZ04cYLOnTtHT548obS0NFIqlfxC18fHh65cuSKYcX78+PEUFBREERERlJCQQLa2tvTmzRt69eoVEX3wcFAqlfleW6FCBYqLiyO5XE5KpZIOHz5Mfn5+OrXRIPJlycnJoSpVqlBERAQNHz6c5s6dS+bm5pSenk5Dhw6lgwcPUtWqVWnBggXUvn173lDNLUwjIiKoQoUK5O7uTo8fPy5SiLEuoFKpCECedn7x4kX6888/6dSpU5SRkZHnOsYYGRkZ0eTJk2nKlClkZGSkLZHzhWvT6nrEx8fTzp07afPmzRQaGsofd3R0pPr161PDhg3J29ubypcvT05OTjox7yIq+brcvXuXvL29+X+bmJiQr68v1a5dm7y8vKhu3bpkaWmp822lf//+1KxZM+rXr1++Hsbv3r2jZ8+eUVBQEEVGRlJwcDA9ePCAatWqRTY2NtSzZ0/y8vLSKSOjiIiIsIjGrI/w9u1bevjwIR0/fpxu375NT548ocTERP77OnXqUNeuXalLly7k5ubGHy9oIiNSdBQKBeXk5Hx0UsctipKSkmjevHm0efNmkkgk1L9/f/rll1/I2tpaixLnDwBSKpUag3dqairt2rWLNm/eTI8fP+aP29ra8hOpOnXq8MlKS2LeEBGRosIZfHr06EEHDx7kPasKa/zgduJHjx5Nq1evpnXr1ulkrjl171KOnJwcCgwMpBMnTtDFixcpJiaGkpOTadOmTfTDDz8IEmJI9CEHGecx9vz5c4qIiCCpVEo5OTl0+/ZtevnyJUmlUnr+/DkFBQVRqVKlSKlU8v0aF/7CGCvQ6CXydcC1Uy5MmOhDrqiaNWvS2bNnKSIigoiIVq5cSQMHDtQY27n3mzNE//DDD7Rp0yZB9PgcwsPDydLSUiMflkKhIJVKRfr6+kT0YV4ZGhpKt2/fprNnz1JISAi5uroSY4waNmxI7du3Jw8PD6FUKBCFQkESiUSjv3r48CFt2bKFdu7cqeFF4+HhQdWqVaO1a9fqZAL1kqYLZ+RNSUmhgIAA2rhxo0ZO39KlS1PdunWpUaNGVKdOHXJ3dydHR8ePFhsQgiNHjlDHjh2padOmdOHChU+en5WVxW/ocgnvRURERHIjGrMKAQBKS0uj69ev06lTp+jevXsUHBzM76wZGRlR06ZNqXv37uTn56cxkRH5fF69ekW7du2iqKgo6tWrF9WuXfuT17x7944WLFhA8+fPJyIiNzc3+v3336ldu3b8ZFJolEolMcY0JlLBwcG0ZcsW2rFjh4bBtEKFCrxhq3bt2lS+fPl8q7yIiHxttGnThk6fPk2//vorzZw5s8iT8QoVKlBERAQ9ffqUKleuXIyS/ntUKhURaVYpfPnyJZ0+fZpOnz5Nf/75p+A70Z8K8+QWHkqlksLCwkipVJKpqSk9evSIXrx4wRe46NSpk2BGORHtkZCQQOPHj6e9e/dqHNfX16devXrRli1bCrzWx8eHrl+/TmfOnKEWLVoUt6hfDB8fH7p//z716NGDevToQa1atdJo0/m1IYVCQa9fv86TEF5ow0NB5LcxR/RPTqrDhw+TQqGgUqVKUXp6ujBCFpKSpEvuzZzQ0FB+zhgfH88fd3Nz4+eMtWrVIjc3N52ZM3bu3JkOHz5M27dvp759+2oYFd++fUsmJibEGNPQVb3N6HK7EBEREQ7RmFVElEolxcXF0fnz5+nChQv04MEDCgsLo+zsbCIisrGxoTZt2lDHjh2pY8eOwgpbwlm/fj2NHj2aGGN06dIlqlevXqGv3b59Oy1YsIAiIiLI2dmZLly4oHNJZLmJlFQq1RigL1++TBs3bqS9e/eSXC4nIiKZTEZubm7Ut29fmjlzplAii4gUO9yEddu2bfTDDz+QpaUl/f3331SjRo1PXstNgq9evUqNGzcmDw8PCgoK0oLUXw5dLzHO5fWSyWR5jHAfk11ciPz3UCqVtHfvXjp//jzdunWLjI2NacyYMdSqVSsqXbp0vt6Wf//9N7Vo0YIqVKigEfql6yQkJPChaNy02t3dnTp27EjdunUjLy8vjfNzcnKIiPiwsJIYdqtSqUilUmkYg7Kysmjr1q1kbm5OvXr14pP66zolQZeC5oyBgYG0ceNG8vf35+eMRB+qNjZs2JAaNGhA1atXp7JlywqWN+vt27dUqlQpsrCwoMjISCpVqpRG2P3MmTNp6dKldOjQIWrduvVHf0scS0RERDSAyGeTnZ2NoKAgLFq0CB07doSrqyv09PTAGEO5cuWEFq9EExoaikqVKsHCwgIbNmzI871KpeL/Dg8Px/Pnz3H37l0kJibyxzdt2gQDAwMwxrQi879BqVQiJydH41hOTg4CAgLQokULMMbAGMP//vc/AIBCoRBCTBERrREeHo7y5ctDIpHgu+++w5MnTz56vlKpBABkZmaiU6dOYIxhxYoV2hC1WNi7dy9u3LghqAwHDhwAYwxDhw7F9evXNb5TqVTIycnR6Ivzg3suIv9dsrKyAADv3r3L93vuHXn48CE/3i1btkxr8n0J5syZA8YYzMzMUK1aNbi6uvLjtkQiQf369bFkyRJERkZqXKdQKHRmPFepVPyzUCqVfNtWly+/v1UqFbKysj7ZF2iTr0mX/MhvzqhQKLBv3z60atWKf/cYYzAxMUHz5s0xatQoREVFCSLvhg0bwBjDgAEDAOQdF9zd3cEYQ1hYGADke//FsURERCQ/RGPWF+LNmzcIDAzEzJkzUaNGjRK9iNIFfvnlFzDGMHz48DwDNkdCQgL69esHExMTmJmZoX79+hg+fDguX77Mn3PhwgXs2LEDAAr8HV1DoVDkkTU5ORmLFi1CamoqAHFQF/lv8PPPP/MT8gYNGsDf3x8JCQkFLv7evn2LGTNmQE9PD+7u7khOTtayxB/4t4vTwMBA3ognJD/++KPGoqhs2bL43//+h/DwcI3zdGlBLqLbFGQkSE9PR/v27aGnp4cOHTogPj5ey5L9OwICAuDk5ASJRIJ69eph/vz5GD16NOrUqQMzMzO+DZmamqJ9+/bYsWMHXr16pfEbJaUdqcuYnZ2d798lhZKkS0HvRn7vTWpqKlasWIEaNWpo9OHv37/Xhqh5qF+/PhhjOHXqFABNmc+fPw/GGLy8vADk7SO4f2/duhUbNmzA69evtSi5iIiIriOGGX5hAFBqaiqVKlVK8BwnJRknJydKSEigsLAwjeT6nIv1xYsXacGCBXT27FnS09PjXfaJiMqWLUu//vor9evXj4iEd99XD70pKBeAejUnIuITJatUqhLhoi8iUlxMnjyZlixZQkQfiiO0aNGCWrduTZUrVyZTU1MqX748KZVKunjxIh06dIg2b95MZcuWpdmzZ9P3338vqOz55cL6GPj/8Akuef3IkSNp5cqVgoUenj17lm7dukXXr1+nmzdvUlpaGv+dl5cXDR48mHr27KkRuqJQKIgxptOhkiK6hVwupx07dtCQIUPI0dGR9u3bl6dadEng5MmTNGHCBAoJCaG2bdvS9OnTydrams6fP0/Xrl2jhw8f0vPnz/lQMHt7e/r222+pZ8+e1KJFC0HnKfv376fY2Fh+7pWTk0O2trYUGhpKxsbGZGJiQuHh4WRhYUFERJGRkWRra0tyuZxiYmLIxcWF0tPT6eHDh7Rt2zaqVq2aqMsXAEUMqcsvJ2toaCitXLmS3r59+9FcdcVFVFQUlS9fnlxcXCg8PJzXh5sPDxkyhDZt2kSrV6+m4cOHa+RU5PRPTk6msmXLkr29PT1//lzMuSgiIsIjGrNEdI7Tp09TmzZtqEmTJnTx4sV8B/NGjRrRtWvXSCaTUdOmTcnb25vi4uLor7/+otevX5O3tzddvHiRDA0NdTq2Xn3QlsvlfJJ6Lply7rwaIiL/FTgDTmpqKq1YsYJWr15Nr1694r93c3MjBwcHiomJITMzM3r27Bk/kV+/fj31799fkHYzZ84catasGfn4+ORJ/iyRSD7ZH719+5YqVKhAycnJ9PDhQ/L09BTUIJ+ZmUkxMTH05MkTunHjBl27do3u3r1LWVlZ/Dnt2rWjIUOGkJ+fn8a1+VUNExHJjVKppOTkZDp//jyVLVuWmjRpIrRIn82jR49o2rRpdOrUKfLx8aElS5ZQ3bp1KS4ujh49ekR3796l27dv0+PHjykyMpK/zsPDg5o0aULTpk3Ten7PFy9eaGwaFgX1HGEcmZmZgm3mfk26cHPfsLAwCggIoPT0dPLw8CBXV1eqUaMGWVpaFmjsQgH5tYRgzpw5NHv2bJoyZQr99ttveRK/ly9fntLS0ujly5dkYWGhoROnw4YNG+jHH3+krl270t69e3U+t6SIiIj2EE3bIjrHsWPHiIioU6dOREQa1WYyMzNp586ddO3aNTIxMaGJEyfS7Nmz+USS69ato6lTp9Lt27fp77//pnbt2gmmx6tXr2j9+vUkkUjI3NycYmJiyNTUlGQyGYWHh5O9vT3J5XKKjo4mZ2dnSktLo5SUFCpTpgzFxsaSXC4nR0dHCg0NJUNDQzp+/Li4KBT5aklKSqLly5dTt27dqHr16vxEtXTp0jRnzhzq3r07BQQE0NmzZ+n+/fsUHh5O4eHh/PXGxsbk4uJCy5YtE6wC2smTJ2n27Nm0ceNGqlKlCrVq1Yq+/fZbqlq1qsbEO7+JODeBP3/+PCUnJ1PlypXJ09OTiArv2VUcGBkZkbu7O7m7u1OzZs0oMjKSHj58SDdu3KCrV69SUFAQHT9+nI4fP04mJibUu3dv+uGHH6h+/fri7rlIoZBKpeTg4EB9+/YVWpR/TfXq1Wnp0qWkUCjo3Llz1LlzZ9q0aRO1bt2anJycqHXr1vTixQt68OAB3bx5k+7evUtPnjyhp0+f0tOnT2nw4MFaN2bt3r2biD54tXt4eFD16tUpPT2d3r59S+XKlaP09HTKysoiJycnys7OpnXr1tGbN2+oQ4cOZGNjQ3Z2dhQREUFv376lVq1akYGBgWDGhq9Jl6ysLDp27Bj16dOHN04REZUrV47at29PM2bMIAcHB41ruI0PAHz/K3R0wrZt24iIqEOHDkT0oaARZzQ8evQopaWlUZs2bcjCwiLPveb+3rVrFxERjRgxQpuii4iIlAS0GtQoIvIJ5HI5unXrBsYY9uzZA+BDvDwXW3/27Fk+9n7w4MF8bikuh9Tr169RvXp1MMawa9cuYZT4f2bOnKmRq+BTH4lEwv8tk8k0vvP19QUgJn4X+XqZOnUq/743adIEq1atQnh4uEb+jPT0dDx69AhHjhzBH3/8ga5du2LQoEH47bffcPz4cT7RtFA55SZPngzGGF94wtDQEK6urujevTu2bNmC2NhYjfPVkxRzenL93++//w5AN3P9qVQqJCUl4cqVK1ixYgW6deuGsmXL5smvNXPmzDz5tURE/gvI5XLMnDkTJiYmMDExwaJFi/Dy5UuNczIzM/Hw4UNs3boV33//PTp27CiIrD/99BMYY7Czs8P8+fM1+hz1JOoAkJGRAcYYzM3N8/xOTk4On2tKqATqX5MuO3bsgJubGxhjsLCwgKenJ4yNjfk+1tvb+6M5sLiCC8+ePePzrWqba9eugTEGKysrLFiwAJcvX0ZSUhJ/b/38/MAYw6FDhwAg3+cVHBzMP1MRERGR3IjbpiI6hZ6eHtnb2xMR0fXr16lnz55E9M/uzJo1a+jOnTtUunRpmjBhAl8eXiKRkEqlIiMjI/L09KSgoCCN/C5CEBAQQERENWrUIG9vb3J1daW4uDiSyWTk5OREMTExZGhoSK6urnT58mXas2cPmZqa0vfff0+lSpUiIyMjCg0NJZlMRuPHjxdUFxGR4kZfX58qVKhAERERdOXKFbpy5QoZGhpS27ZtqXv37uTr60ulS5cmT09P3mNp/Pjx+ZZLF2oXeubMmdSgQQM6deoUBQYGUnR0NL148YIiIyPp5MmTVK5cOfLx8aG2bdtSs2bN6P/au/OwqsrtgePfzSiDIkmgoIiiiaA4K4gCZqLStTJFM4fU8mpZ18rKboOVpo3acNUGh1Lzp5VTpak4oziAEIoGiuLAIIMDIAIC57y/P7xnJ0qmN+WArs/z+Dy5h9N61c3Ze+31rrd27dr6dApN00hPT2f16tUAepVKdZpKceVUSVdXV1xdXenUqRMjRowgJiaGlJQU1qxZw7Zt20hLS2P69OnEx8fz66+/mjt0IaqMqdel6efTRx99xJtvvgnASy+9pB9Xq1Yt/P398ff3p1+/fhQVFZkl3qlTp9KsWTNee+013njjDZKTk3n11Vdp2bIlRqNRv+4BPvzwQwAiIiIA9AobdUUlEGC2qW130lhmzpxJamoqw4cP54knnuCee+4hMzOThQsXsmbNGvbt28eKFSsYNmwYJSUlxMbGcuHCBfbt20dWVhYFBQXEx8dTXFzM+vXrqVevXpWPYePGjcDlmQqvvfYa9vb2hIaG8vDDD9OoUSPWrl2Lvb09jzzyCECFP3fTvb3pXtrUB/fK9hxCCCGVWaLaMVU3tGnTRu3atUsppVRubq76+uuv9Tc8kydPvuY801uczp07K03T1KZNmypsr0pnz55VISEh+tuzH3/8sdLjTJUkH330kb56o1IVV9IxHSPEnSwrK0vt3r1bzZo1Sz3++OOqSZMmFSp96tevr8aNG6c2btyoiouLK5xbHauXTp06pebNm6cGDhyomjRpomrVqqU0TVOWlpbqnnvuUYGBgeq1115TO3fu1ONftGiR0jRNhYaGKqXMV2F25TL1f6awsFDl5OSoY8eOqXXr1qkVK1ao4cOHq9DQUGVra6scHBwqrF5VHf+OhLgVrrxOKrtmli9frho2bKg0TVODBg1SycnJSqnL17e5qn6uVl5erubMmaNftxEREerEiRPXHGeqwDStGl0dV1a+E8ayadMmpWma8vf3V6Wlpfp2o9Gofv/9d9WyZUulaZp69dVX1aeffqratGmjHB0dlaZpytrausJ3Z+3atc02jpMnT6rly5er8ePHq2bNmlWIq27dukrTNNWjRw+Vl5en8vLyKv0MPz8/pWmaOnTokFKqev09CSHMTxrAi2rn1KlTBAcHc+rUKe655x7CwsI4duwYhw8fpqCggCeffJJXX30Vb2/vCv0BNE0jKysLd3d3nJycyM3NNevbm5KSEt5++21mzpyJra0tL7/8MmPHjsXNzY1Lly5hZWWlV114enqSnp7Oli1bCA0NRSmlj8nczTuFqErl5eWcPn2aw4cPs2/fPnbu3ElMTAxnzpzRj2nVqhWjRo1i9OjRFVbSMzfTdXt1ZVhiYiLr1q1j48aNetWo6e3yvffeS6tWrejbty9Lly4lNjaWxYsXM3ToULO+gTZVvKWmpmJra8v+/fvJysoiMzOT2NhYlFLs2rULW1tbTp8+XeFcUyPlli1bcujQIbPEL0R1smbNGsaMGUN2djajRo3iww8/NEulzF+Jj4/nxRdfJCoqCl9fX6ZPn06vXr2ws7MjOjqa7t2706RJkwr9CqurmjyWwYMH8+OPP/LFF18wduzYCgsEAUyePJl3332XunXrkpeXB0CLFi0oKyujYcOGeHl5cenSJbp06YKfnx+9evUy00guKywsJC0tjb1797JhwwY2b95c4Tvdz8+Pnj170qtXL/z9/bnnnntwcHBg9+7dBAUF4evry8GDB296dUchxF3AXFk0ISpjekv55ZdfKg8Pj2v6SrVv315lZWVdc56pkuDTTz9VmqapESNGVNhe1UzjyM7OVs8995we/1tvvXVNj5zdu3crTdNU06ZNzRKrENVVUVGROnLkiFq1apWaNGmS6tatm7Kzs9Ovp7Zt26p169aZO8xKXdnrz6SsrExt375dvfLKK6pz587K2dlZWVpa6v21TP3yrq48q0pLly5VU6dOVUOGDFGBgYGqVatWekVsZX3+LC0tlb+/v/L19VVjx45VzzzzjFqyZIlau3atSkhIUEpJrz9xZ8rIyFDx8fFq69atKiUlRW3btk1t3bpVHTp0SP30009q48aNKjY2Vq1YsULFxcWpzz77TO+n9+yzz16331FVMxqN+j3J5s2bVevWrZWmacrPz0+tXbtWKaXUM888ozRNU2+++aZSqvpWyNT0sRQXFysLCwtVu3ZtvdeVKT5TldZrr72m95EaO3as2rdvn0pKSlJKXZ4ZUF0ZDAZ17tw5FRMToz766CPVo0cP/Zow/QoKClLvvPOOOnjwoBo1apTSNE3NnDlTKSUVvkKIa0lllqi2EhMTWbFiBXFxcaSnpzNgwACGDRuGl5dXpW9n8vLy6NixI6mpqURHRxMYGFhtlu9dunQpkyZNIj09nT59+jB16lTatGmDlZUVTz31FAsWLOCNN95gypQpZl95Rghzq+z6zs/P5+TJk+zbt49NmzaxZcsWcnNzCQgIYP78+fj4+Jgp2r9mNBqBir288vLy2Lp1K7/++iu7du0iKyuL8+fP079/f1asWGG2n1316tXj/PnzenWVi4sL586dw93dHS8vLxwdHQkODkbTNLp37461tTXNmzfHwcHhmt5lQtyp0tLSaNy4MY0aNSIjIwOj0UidOnUoKCjAwsICGxsbSkpK9OsILvcELSsro06dOkyZMoV//etfZh7Fn8vPz+f555/XV6J77bXXmDlzJiUlJRw4cIBWrVrVmCqZmjaWRYsWMXLkSIYMGcKSJUsq/S5o27YtBw4cYO7cuTz22GM4ODhU2F9d7n2v9+daVlbGmTNnSEpKYuvWraxfv564uDh9v2lMFy9eJCsrC1dX12r19ySEqB4kmSWqtSsbDptc+WVmSvycP3+eGTNmMH36dMLDw1mzZo25Qq7AFF9xcTHfffcdkyZNIi8vj4ceeojPP/8cT09PHB0dKSoq4tChQ7Rs2VK+rIW4DqUUR48e5bvvvmPatGkYjUYmTpzIRx99VCOuHaPReM304VOnTrFx40b+7//+j7feeovg4GCzPIysW7eOBx98UJ8CHRAQQFhYGKNHjwbAzc2t0riuXITDNLaa8HchxP/qgw8+4N///je2trY4Ozvj6upKmzZtyM7O5uLFizRo0IAzZ85gZ2dHgwYNyMjIoG7dujg5OWFtbc0zzzxTbb7vr36BZrrGjx07xrvvvsvChQv1RFzHjh2JiYkxY7TXdyeMJSgoiN27dzNy5EimTZtGvXr1sLGx0f+t7N+/n3bt2tGoUSNOnjxp7nD/1P79+5k7dy5OTk6MHDmS5s2b/+mxxcXFZGVlkZCQwMaNG4mMjCQ1NRW4/OexY8cOedErhKhcFVeCCXFbvPnmm8rBwUH5+PjoZeTVcWpLbGysCggIUJqmKW9vbzVmzBilaZrq0qWLUqp6lboLUd198803+hS46jRl50ZUNg3R3EyLb9jb2ytLS0t13333qV69eql///vfasOGDer06dMVjjcYDNVuDEJUBVMDbkdHR9WzZ0/17LPPqiVLlqiLFy9WOK6goECf8nb1PnMxxXPhwoUbWmDmvffe06dBd+7cWcXHxyuj0VgtGtjfSWNRSqmcnJxrpnP36tVLzZs3Tx0/flwppdTrr79eYYpkdZx6l5GRobp37640TVMDBgxQsbGxSqk/7suLiopUXl7eNfe8BoNB5efnq0OHDqlvvvlG9ejRQ19AqTqOUwhhflKZJWq8xMREwsLCyM7OZv78+QwZMoRatWqZO6wK1BWNoaOjo/n3v//Nzp07sbW15dKlS3qTT3nzJO5GN/vv3tQY/dChQ4SFhWFvb89PP/2Er6/vbYzy9lFKYTQaK63EUlVYuZGfn8/mzZtZt24d0dHRHD16lPLycqytrXF3d8fPz4/AwEBCQkJo37499vb2+rmVVZwJcScqKChg3Lhx/P777xw9epSioiLs7e1xcXHBx8eH0NBQAgIC6NChA7Vr165wrmlhhepgwoQJfP/99/Tp04fp06fj7u5eYb/p53JRURFz587l/fffJycnh759+zJt2jTatGljpsivdaeMJTs7mx9++IHExESio6NJSkrS99WuXZt+/fqxbds2MjMzOX78OI0bN642UwpN8vPzmTRpEl9//TU9evRg+fLlODs7A398d7/xxhscO3aM/v370759exo0aFDpVMmCggL9XCGEqIwks0SNV1RURGJiIqdOnSIiIsLc4dyQ3NxcJkyYwLJlywD45z//yeuvv06jRo3koVDcNc6fP1/hRlX9yWqAlTFdJ23btiU9PZ0NGzbQsWPH2xnuXSUtLY2NGzeybt06YmNjycjIwGAw4ODggKenJ/7+/nTv3p3u3bvTqlWrP50KLsSdKiMjg8jISNavX8/evXv1a8Te3l6/RoKCgggODqZ169YVfq6Z83u+qKiIr7/+mhdffBGA9957j/Hjx+Po6Hjd85YtW8YLL7xAdnY2lpaWTJs2jTFjxpg12XAnjcXEaDSSk5NDSkoKcXFxREdHs3fvXtLT0/VjatWqxQsvvECfPn3o3Lkztra2Zoy4ooULFzJq1Ci6du3KrFmzaNu2bYUXVgaDAXd3d3JzcwFo3bo1ffr04f7776dVq1bUq1ev2r2QFkJUX5LMEuIWKi8vp6ysDDs7uz89xvSlnp2dzbRp01iwYAEWFhaMGDGCd955p1ou1y3ErXb69GmGDRtGaGgoISEhdOjQocKbWdNXU2UPe6ZkSW5uLm5ubjRo0IDjx49XWLr8TjB//nweeOABGjduXCX/vz9LJh48eJB169YRGRnJgQMHyM3NRdM06tatS9OmTenQoQPdu3enW7duVRarEOZiqi650qFDh/RrZP/+/fo14uTkRNOmTWnfvj3BwcEEBQXRpEkTM0V+2Y8//si4ceNwdnbmnXfeYejQodetjr0yOb1jxw5ef/11YmNjsbGx4csvv2TIkCFVGX4Fd9JY4Noq5dLSUjIzM0lOTiYmJoaoqChiYmIoLCzUj2nXrh2DBg2iX79+tGzZ0uwvErp06UJsbCxr1qwhPDxc326qIPv111/5xz/+gaurK+fOnaO8vBy4vEBKcHAwoaGhvPjii3+ZkBRCCEB6Zglxq5w7d0795z//US+99JKKi4u7oXMKCwv1/geapqlmzZqplStXqkuXLt3maIUwrzfffFNpmqZcXFxUq1at1KBBg9Tnn3+ufvvtt0r7aFzZz8S0PPmXX36pNE1Tw4YNq9LYbyfT2GNiYpSmaap+/fpmiaOynl5lZWUqKipKTZo0SXXu3FnVqVNHaZqmrKyslLu7u+revbt65ZVXqkXvGSFuh+3bt6vFixcrpSrvGWcwGNSOHTvUq6++qrp06aKcnJz0a6R+/foqODhYvfzyy2rVqlXq7Nmz5hiC3sto3rx5+r3GzVyzCQkJqlOnTkrTNPXrr78qpczX7/NOGovJn/UiLCwsVL///rv64Ycf1Isvvqi6dOmibGxsKvTXCg8PV7NmzVLnz5+v+sDV5b6wmqYpPz+/a/aZ/lyHDRumNE1TCxYsUOfOnVMzZszQe8mafpn6ZAkhxF+RZJYQt8hXX32lbGxslK2trdqzZ89Nnbtw4ULl4+OjbGxsVNOmTdXJkydvU5RCVA+//PKLuu+++yrcwN57772qU6dO6qmnnlKLFi1Sx44du+Y80w1xWVmZ8vf3V5qmqS1btlR1+LeN6SHG1Iz93XffNXNEl//Mr37Ay8vLU6tWrVJjxoxRLVu2VLVr11aapqnHHntMP0eIO03fvn1Vv379lFIVF5mp7BrJz89Xq1evVv/85z+Vr6+vsrOz05vG29nZqaVLl1Zp7Er9kWxo0aLFTZ/722+/qbFjx6rffvtN5eTkqEmTJt2GCG/cnTQWpZTat2/fNS8yy8vLK01snTt3TsXFxal58+apJ598Ul+QwPQrISGhqsKu4JVXXlGapqn3339fKfVH03ZTgvHcuXOqbt26ytraWhUWFurnFRcXq99//12Fh4crTdPUZ599ppSS7xEhxF+TZJYQt8CRI0dUixYtVN26ddXcuXOv2X/lm8Jjx46po0ePqri4OJWVlaVvnz9/vrK1tVWaplVJzEJUBxkZGerDDz9U7u7u+o24tbW1atiwoQoJCVETJ05Uq1atUunp6fo5hw4dUs8884zSNE0FBQWZMfrbw2AwKC8vL6VpWrVLbFe26tepU6fU/PnzVc+ePdW2bduUUtVzNVkh/o7i4mL959OVP4+uVtk1kpaWphYsWKAiIiL0azstLe12h3yNiRMnKk3T1AcffKCUuvEV4kxJlYYNGypN09TevXtvZ5g35E4ay8aNG1WDBg3UyJEj1dy5c1VSUtI1x5SXl1datXz69GkVFRWlPvvsM/WPf/zDrN+Jpiq3Q4cO6fFdacWKFUrTNPXAAw8opa79npg+fbrSNK3S+2ghhKiM1V9PRBRC/JWlS5dy5MgRxo0bx8iRI6/Zr2kaWVlZvPLKK6xcuRILCwv8/Pxo164dQ4YMoXv37owePZqmTZvqTT4r68shxJ3G3d2dl19+mYkTJ5KcnMycOXNYuHAhGRkZZGRkEBsby/Lly6lbty5169alcePGREdHk5qaSuvWrXnllVfMPYRbxtRTJDIykpMnTxIQEICnp6e5w6rA1M9FXbECY6NGjRg9ejSjR4/Wj6tOq2sJcSsYDAaCg4OJiorik08+4eOPP670uCt7Hpmu6YYNGzJq1ChGjRpFQkICBw8epGHDhlUVum7Lli0APPTQQ9fEej2m67l169ZkZGTo/QmVGRd7uJPGsnjxYrKysli6dClr167F29ubTp06ERwcTGBgIB4eHnrcSin935WFhQX169enfv36dOnShfDwcLONITU1leLiYjw8PPT+l1f/nfTq1YulS5fqKw+r//bGNPUKq1OnDnC5sb8QQtwIeVIW4hb46quvAJg4cWKFBJTphmPbtm289957bNy4EWtra8rKyti7dy979+7l119/ZerUqQwfPpzQ0FCMRiOAJLLEXcXCwgJfX19mzZrFzJkz2bVrFx9//DGRkZGcOnWKtLQ0/cbXwsKCBg0a8MknnxASEmKWeE3X6Y0+QN0I00PI//3f/wHw1FNP3bLPvtU0TavwcGVKbF3NnA+IQtxKDg4OREREEBUVRWRkJDk5Obi6ul73nCuvkbKyMmxsbGjbti1t27atgogrOnbsGCUlJTRq1AgnJyfg5n5+lZaW0qRJE+zs7MjMzKRt27Zmu7bvpLEADBs2jLp167Jjxw6OHDnC3r17iYuLY9WqVfj4+NClSxdCQkLo3LkzTk5O+v2h0WhEKYWlpSU2NjY0a9bMbGOoVasWNjY25Ofnk5OTU+liILVr12bw4MH6703jMH23b9u2DUB/iXO9Zv5CCAGSzBLib9uwYQOnT58mODgYb2/vCg9vphvZN954g127dmFlZUVwcDCdOnUiIyODn376iVOnTjFr1iwGDhxIrVq15Itb3PVsbGwIDQ0lNDSUgoICNm/ezKpVq7C0tKSoqIj27dszaNAgmjRpot8EV7Wrqy8sLCz+1sOQ+u8qgnl5efz8888AFW76q7MrE1uV7RPiTjF48GCmTJnCwYMH2bRpE48//vgNPXBrmoaNjQ0lJSXMmzeP8ePHV/m1YWNjg62tLZmZmWRmZtKgQYMbPtdgMGBjY8PRo0cpLi7G2toaMF+y+k4aC1yuWOrVqxe5ubls2bKFtWvXsmfPHk6ePElGRgbR0dH88MMP+Pn50a1bN7p37067du302E3j0jTNbPeQ7u7uZGZmUlhYSElJiR7TjVTpWlpaUlJSwtatW7GxsSE4OBiQ7w8hxA2o+pmNQtxZnn32WaVpmvr000+VUhX7NhQVFamvv/5ab/r61ltvKaX+WCls1qxZysHBQWmaptasWWOO8IWoMa7uiWKu5rBPPPGE+vDDD/+0r8n/wnTewoULlaZpqn///n8rxupg3rx56sSJE+YOQ4hbyrQSa8+ePZVSf37Nm1ZdVepyz6w5c+aoBg0aqAEDBlRJnFczGo3Kzc1NaZr2P/W2KykpUXZ2dsrBwUGdO3fudoV5Q+6ksSh1Ofar+6ylpKSo2bNnq379+ikPDw9lYWGhNE1TderUUf7+/mrEiBFq3rx5lX4PVTWj0aiMRqN68skn9VUVb5Tp723ZsmVK0zTVu3dvpZQ0fxdC3BgpARHibygrKyM7OxsANzc34PIbJoPBAEB0dDQLFiwA4LHHHuONN94A0MvCR4wYgbe3NwD5+flVHb4QNcrVU2/N8QY6Pj6eRYsWMXnyZMLDwxkyZAiLFy/m9OnTwB/VmEajUZ+KeCNMY6kJUwyvxzTm2NhYxowZQ0BAgJkjEuLWeuSRR3ByciI6OppNmzZhaWmpV4iqKypFra2tyc7O5t///jdhYWGMHz+erKysSvtq3m6muP7xj38AMG3aNODGetuZ7md++uknSkpKCA4OxtnZ+aZ+vt1Kd9JYTCwtLdE0Te+HBdCsWTOeeeYZfv75Z1avXs3kyZPp1q0bmqaRmJjId999xyuvvMJTTz3Fs88+yw8//GC2+DVNQ9M0evfuDcDmzZt59913OXfuHPDHdMjKmKqyPvnkEwCefvppALNVXQshahZJZgnxN1hbW1O/fn0Adu/erW833VTNmTOHffv24eLiwosvvoiVlZU+JcFoNGJnZ0fr1q3RNI2zZ8+aZQxCiBt3+vRpOnXqhIeHBxkZGXz//feMGzeOsLAwnnnmGdauXUthYSEWFhZ6guqvEltGoxFN0zh+/DiRkZE4OTkRHh5eVUO6pUwPID/++CMAzz77rDnDEeKWa9u2LQ888ACXLl3S/51rmkZ5ebk+LergwYO89tprdOjQgQ8++IDk5GTuvfdexo4dqydhqpIp2dCnTx8sLCzYtm0bb7/9tn7f8VfJBqPRyGeffQbAP//5T8B8yYY7aSxXu3KaYFlZmf690bFjR9566y02bNjA1q1bGT9+PJ07d+bSpUvs2rWLOXPmsHnzZnOGDlyeLhkcHExpaSlffvklX3zxBefOndOn4V/552xK2uXn5/Phhx8SExND+/bt9etDFhERQtwI6ZklxN9Uq1YtALZv387u3bsJDAzkzJkzrFq1itWrV+Ps7MzTTz9Ny5YtgYrVJFZWVqSkpKCU0ld3kYaXQlRfDz74IB06dCAmJoZt27axb98+jhw5QlJSEocOHWLp0qW0bNmSnj170rdvXwIDA/+yv5bpBn/lypUAPP7441U7qFvI9LBoesgfPny4mSMS4taysLBg6NChrFixgg0bNpCamkrTpk2xsrIiLi6O2bNns2XLFk6dOgVcbmY9YMAAhg4dSrt27cwae69evQgJCWHr1q189dVXWFhYMH78eOrVqwdU7Btl6ndUUFDA7Nmz2b17N/7+/vTr1w8wf7LhThmLKTZTvKaYra2tKS0txcbGhpSUFC5dukR6ejpZWVk0btyYzZs3670WjUYjjzzyiNnGYFK3bl1mzZrFgAEDSElJ4c0332Tx4sWMGjWKxx9/nEaNGnHp0iUsLCywtrbm999/58svv2TWrFl4e3vz8ssv698hch8shLgRmqouryOEqKFOnTpFcHAwp06d4p577iEsLIxjx45x+PBhCgoKePLJJ3n11Vfx9vbWv6BNNy1ZWVm4u7vj5OREbm6urGAoRA1z7NgxoqOj2b59OwkJCaSmpupTht3c3GjTpg19+vShd+/eekL7z/j5+ZGUlERcXJzZH3r/F6aHsvXr1xMeHk5AQAC7du0yd1hC/C0///wzfn5+uLu7Y2dnB1yuJgkPD2f37t1Mnz6dPn36MGPGDH755RcKCgqAy9PEIiIieOKJJ7jvvvvMOYQKkpKSePTRRzl8+DAA9913HyNHjmTo0KE0atSIkpISLC0tsba2JjExka+//prZs2fj5eXF1KlTGTp0aLVJNtTksVyZbDt37hy1a9dmz549WFpasnv3bs6ePUtqaiqHDx+mtLSUpKQk7O3tKSoqqvA5NjY2ODg4VIvqftOY9u/fz9tvv83mzZspLCzU93fp0oX27dtTUFBAdnY2CQkJnDlzBoBFixYxYMAA7OzsZBVcIcQNk2SWEH+D6Qv3q6++YurUqWRmZlbY365dO3799Ve9n5aJ6aHvs88+44UXXmD48OEsXLjwhld+EUKYj1JKfyNuYjAYOHDgAFFRUURHR3PgwAHS0tIoLi5G0zQ8PT0JCAggPDycHj160LBhwwqfmZmZiZ+fH5qm6X1GbifT9JVb+RBneigcMWIE3333HfPmzWP06NG37POFqGorV65k4MCBdOjQgQceeID7778fX19fPDw8eO+993j99dexs7PD3t5eTya0bt2aoUOHMnDgQJo2bQpAeXl5tXhZZbpnOXDgAG+//TabNm26JtnQrl07zp07R25uLgkJCZw/fx6A+fPnM2jQIBwcHKpFsqGmjyUyMpKVK1dy6dIlDhw4QG5uLoWFheTl5VXovQroSVR3d3eaN2+Ora0tISEhaJpGt27dqFevHl5eXlU+hus5c+YMixYt4tdff+Xw4cNkZmbqVchXjq958+a88847PPbYY+YMVwhRQ0kyS4hbJDExkRUrVhAXF0d6ejoDBgxg2LBheHl5VXqzlJeXR8eOHUlNTSU6OprAwEBJZglRw5j6s1x53ebn5xMfH8+ePXvYvn07GRkZHDt2jLKyMhwdHXF1dSU2NpY6depc83kZGRl4eHhU5RAqnfp4s0w/4/Ly8vDy8qKgoIALFy7g4OBwCyMVomq98cYbTJ8+Xf+9paUlQUFB9O/fn/r16zNhwgRycnKAy8mTIUOGMHToUH2qG1AtEj+VOXv2LIsXL2bNmjXXTTY0a9aMt956i6FDh5oz3OuqiWNxdHTUq6ysra0pKyujcePGlJWVcd999+Hp6YmbmxudOnXC2tqawMBASkpK8PT0NHPkNycvL4/du3ezefNmcnJyOHjwIGVlZXTu3JnOnTvTr18/3N3dzR2mEKKGkmSWELfQn/XDMf3eVLlw/vx5ZsyYwfTp0wkPD2fNmjXmClkIcZOuni58pbKyMqytrTEYDJSVlREVFcWiRYuIiYnh6NGjAHTr1o2oqKgK01uqMpE9cuRI/Pz86NevHz4+PhX2/a9xmM5btGgRI0eO5JFHHtF7gAlRU6Wnp5OYmMjWrVtZt24dhw4d0vfVrl0bg8GAlZUVY8eOZezYsXolVk1iSjZs2bJFTzaUl5fTuXNnOnbsWKOSDTVlLGvWrOGhhx7SK8MefPBB+vfvT+PGjenUqRPFxcXUrl270nNNP2ury1TPG6WUorS0FFtbWwoLC3F0dDR3SEKIO4Aks4Qwg8mTJzNz5kwaNWrEjBkzCA8Pl6osIWoQ0/V6/PhxNE0jISGB3NxcTp48SXx8POXl5URHR9OwYUNSUlIqnLtw4UKGDx9ulqlH8fHxdOzYEVtbWxo0aECXLl0IDw/ngQceoEGDBvpxNzsN0ZTY69OnD5GRkaxZs6bGrsgoxNWKiorIzMwkLi6OyMhINm7cSHp6ur6/SZMmhIeH0717dzp06ICHh4e+OExNoZSirKwMGxubGp9sqO5jmTJlCm+//bb+e0tLSx566CECAwMJDg6mWbNmODg4YGtrW+G86lrl97+4k8YihDAfSWYJUcUSExMJCwsjOzub+fPnM2TIkBp30yvE3aS4uJjffvsNGxsbtm3bRnFxMQkJCWRlZXH27FlSUlKwt7fn4sWL15xrZWWFn58fBoNB73EyY8YMrK2tzTASWLt2LVOmTOHs2bOkpaVRVlaGnZ0dTZs2pXv37jz44IOEhIRUePj7q8SWqULg+PHjeHt74+TkpPemEeJOYjQauXDhAidPniQ6Opq1a9cSFRVVoVdT27Zt6d27Nz179sTPz4969ephY2Njxqj/N3dSsqE6jiUpKYmff/6ZH3/8kfj4eH27s7Mz999/P3369CEgIABPT08cHR2rXfxCCFEdSDJLiCpWVFREYmIip06dIiIiwtzhCCH+wsyZM5k0aVKFhrwmDg4OFBUV0aJFC1xdXXFxcSEgIABLS0tCQkIwGo34+Phgb29fbaaEZGVlERMTw7Zt29i3bx9HjhzhzJkzGI1GnJycaNmyJT179qRv374EBgZWeIiqbCq1qUptxowZvPzyyzz99NPMnj3bHEMT4pbIzs7ms88+IyIigtatW1daQVleXs758+dJSUlh+/btrF+/np07d+q9mqytrenatSvh4eG89NJLkowQlbp06RLx8fGsXr2a5cuXc/z4cX2fl5cXYWFh9OrVi/bt21O/fn29GbwQQghJZgkhhBDX1aRJE06ePAmAt7c3jRs3JjAwED8/P2rXro2/vz+lpaV4e3tXOnXQVBVQHXucHDt2jOjoaLZv305CQgKpqank5+cD4ObmRps2bejTpw+9e/emZcuW1/0sPz8/kpKSiIuLo127dlURvhC3xauvvsqHH34IQPfu3Rk0aBB9+/b9055Yly5dIjc3l4MHD7Jp0yY2bNig99fq0aMHmzdvrrLYRfVl+i7Iz8/Hycnpmv35+flER0fz448/8tNPP5GXl6fva9euHb179+b++++v0RV/QghxK0kySwghhPgTMTExBAQEAJf7mvj4+DBixAiaN29OUFAQzs7O1ySvTE3gqyulFEqpCok1g8HAgQMHiIqKIjo6mgMHDpCWlkZxcTGapuHp6UlAQADh4eH06NGDhg0bVvjMzMxM/Pz80DSNc+fOVfWQhLilJk+ezLJly0hNTdWn2daqVYvw8HAGDx5MaGgo9957b6XnmvprxcfH8/333/Pcc88RGhpahdGL6iwrK4vHHnuMCxcuMHbsWJ588slK+6VmZmayceNGfvjhB9avX1+h4i8oKIjw8HAmTpwoFX9CiLuaJLOEEEKISiiluHjxIp9++ikrV64kISFB3+fq6kqHDh0IDg6mQ4cOtGjRggYNGlR5Q/e/y2g0opSq8DCVn59PfHw8e/bsYfv27WRkZHDs2DHKyspwdHTE1dWV2NhY6tSpc83nZWRk4OHhUZVDEOKWy87O5vjx48TFxbFr1y52797NiRMn9P3169enf//+PProowQFBVXa91IpRWFh4Z+uSifuPikpKUyZMoUlS5bg4+PDq6++yogRI/6yp1dycjK//PILP/zwA3FxcQCEhISwdevWqgpdCCGqJUlmCSGEEDcgOTmZhQsXsmjRIk6fPq1v9/b2JiAggK5du9KuXTuaNWuGi4tLhXOrUwNi03THymIyVZUZDAbKysqIiopi0aJFxMTEcPToUQC6detGVFRUhWmTshqruBOVl5dz+vRpDh8+zL59+9i5cycxMTGcOXNGP6ZVq1aMGjWK0aNHVzp1TAiTf/3rX8yePZsHHniAzz//nBYtWtzU+SUlJSQkJPDtt9/y+OOPExwcfJsiFUKImkGSWUIIIcSfUErpiZorEz87duxg/vz5LFu2jNLSUn1727ZtCQoKIiAgAH9/fxo3blxpBZO5mcZ0/PhxNE0jISGB3NxcTp48SXx8POXl5URHR9OwYUNSUlIqnLtw4UKGDx9eaX8wIe5UxcXFpKenc+jQIfbs2UN0dDRxcXGUlJQA0KZNG9577z369Olj5khFdZSUlIS/vz9OTk5s3ryZNm3a/OU51ekliBBCVEeSzBJCCCFugNFoxGAwVOiHZTAYWLlyJfPmzWPjxo36dgcHB30aop+fH71796Zu3bpmiPryQ/hvv/2GjY0N27Zto7i4mISEBLKysjh79iwpKSnY29tz8eLFa861srLCz88Pg8FASEgImqYxY8aMat0TTIhbqbKEQn5+PidPnmTfvn1s2rSJLVu2kJubS0BAAPPnz8fHx8dM0Yrq6oUXXuCzzz7jtdde4913372hBUFM//bmzp1LXl4eo0aNwsXFRZJcQgjxX5LMEkIIIa6jsgeHkpISLC0tKyR1zp49y5IlS5g/fz6JiYn69tq1a3PixAmcnZ2rLOYrzZw5k0mTJmEwGK7Z5+DgQFFRES1atMDV1RUXFxcCAgKwtLQkJCQEo9GIj48P9vb21W4lRiHMTSnF0aNH+e6775g2bRpGo5GJEyfy0UcfScJBVODl5cWpU6c4cuQIzZo1u6nVbdevX094eDhhYWGsXr260h5tQghxN5JklhBCCFGJqx9GS0pKKCgowNXVVd9mNBopLS3FysqqwpS75ORkFi9ezCeffELjxo1JSkq6qYeXW6lJkyacPHkSuNzfq3HjxgQGBuLn50ft2rXx9/entLQUb2/vSqcOmv4czBW/EDXBt99+y+jRo3F2diY9PR07OztzhySqib179xIYGEirVq04cODATSc6k5OT8fX1pV27dsTFxUmiVAgh/kuaXQghhBCV0DSNmJgYoqKiWLNmDQ4ODpw5c4ZatWrRu3dvHnzwQdq0aaO/JS8vL0cphZWVFT4+PkybNo1p06aRk5MDgDneHcXExOiJLEtLSz325s2bExQUhLOzc4XklZWVld4E3sT00CSJLHE3uNmkrSkB3KlTJxo0aIC9vT3Hjx/H19f3NkYpapLk5GQAAgICgJvvhWVlZUXz5s2xs7MjKyuL+vXr35Y4hRCippFklhBCCHGVgoIC3n//fb744gvy8/Ov2b9jxw7eeOMNAgMDmTBhAo8++miFpJDRaMRoNGJlZaVXclX1an9KKXx9fZkyZQorV64kISGBQ4cOMWnSJFxdXfWeXh06dKBFixY0aNAAKysr6Ycl7krnz5/H2dlZT2QppVBK/WViy8rKCqPRiK+vLy4uLqSnp1NUVFQVIYsaws7ODisrK7KzsykuLr7pqj0HBwdSU1NxdnbGwcHhNkUphBA1j0wzFEIIIa6QkZHB+++/z+zZs7GyssLNzY2uXbtiZWVFZmYmBoOB06dPk5qaqldbRURE8MEHH+Dl5WXe4K8jOTmZhQsXsmjRIk6fPq1v9/b2JiAggK5du9KuXTuaNWuGi4tLhXNlWou4k50+fZphw4YRGhpKSEgIHTp0qJA0MF3nlV0DpmsjNzcXNzc3GjRowPHjx7Gxsamy+EX1tm7dOh588EH8/PxITEy84Z+nplVnV6xYQUREBIMHD2bp0qVVELEQQtQMkswSQgghrvD888/z9ddf4+joyOTJk4mIiMDZ2Vl/OE1OTubAgQNER0ezbds2EhMTsba25qGHHmLGjBl4enqaeQR/UErpD0RXPjzt2LGD+fPns2zZMkpLS/Xtbdu2JSgoiICAAPz9/WncuDF16tQxR+hCVJnJkyfz7rvvUq9ePerXr4+vry/dunWje/fu+Pv7V6jOMhqNaJqmX0+mablfffUVTz/9NEOHDmXx4sXmGoqoho4fP063bt04ffo0CxYsYOTIkTd0nmnK64ABA1i1ahXfffcdjz/++O0NVgghahBJZgkhhBD/dfDgQdq2bUvdunVZtGgR4eHh+j5TUsikuLiYHTt28OGHH7JlyxYAfSWzq4+tDoxGIwaDocI0QoPBwMqVK5k3bx4bN27Utzs4OOjTEP38/Ojduzd169Y1Q9RC3H5r1qxh4sSJpKSk6NtcXFzw8vKiTZs2BAcHExQURNOmTSucZ0o2lJeX06FDBxITE9m8eTM9evSo6iGIasxgMDBkyBCWL1/Offfdx6xZs7j//vuxsLD4yx5tSUlJ+Pn54eTkRFZWFra2tlUYuRBCVG+SzBJCCCH+6/nnn+fzzz/n9ddfZ+rUqZVOL6ps29NPP81XX30FwM6dO+natWsVRn19lU1pKSkpwdLSskJi6+zZsyxZsoT58+eTmJiob69duzYnTpzA2dm5ymIWwhwyMzNZsmQJn376qT4V1zTV2Nvbm44dO9KtWzc6deqEh4cHAL///juzZ8/miy++oGvXruzcudOcQxDV1NatW+nbty+lpaV069aNSZMm8eCDD+r7r/w5bVpU4ODBg0yZMoXly5fz4osv8vHHH5srfCGEqJYkmSWEEEL8V6NGjcjIyCA1NRUvL6+/fGtuqsA6duwYQ4YMYd++fXoizNyuTmKVlJRQUFCgN6SHy5UlpaWlWFlZVWhgn5yczOLFi/nkk09o3LgxSUlJN73KmxA1ldFoJDk5mTlz5rBw4UIuXrwIXG7kfe+991K3bl3q1q1L48aNiY6OJjU1ldatWzN16lQeeughM0cvqqvPP/+c559/HricJH344YcZM2YMDzzwABYWFpSUlOir48bExPDcc88RGxtLjx49mD17Nj4+PmaMXgghqh9JZgkhhBBAbGwsXbp0uekmvaYkz4wZM3j55Zfp2bMnGzdurBZN02NiYoiKimLNmjU4ODhw5swZatWqRe/evXnwwQdp06aNfmx5eTlKKaysrCrEnZOTg6ura7WcOinE7VZaWsquXbv4+OOPiYyMpLy8HE3T9ApNCwsL3NzcWLx4MSEhIXKNiD9lMBiYN28en376KYcPH9a3u7i40Lt3b+rXr8+JEye4ePEiGzZsQCmFp6cnS5cuJTAw0IyRCyFE9STJLCGEEAJYuXIlI0eOpGfPnixbtgxra+ubqkT69ddfGThwIPfffz9LlizBycnpNkZ7fQUFBbz//vt88cUX5Ofn/+lxgYGBTJgwgUcffbRCZZbRaMRoNFbYJsTdrqCggM2bN7Nq1SosLS0pKiqiffv2DBo0iCZNmlSLBLao/vbu3cuCBQvYvXs3J0+e5MKFC5Ue9/DDDzNx4kS6desm/7aEEKISkswSQgghuNxot1WrVri5uZGamqpP97hRhw8fxs/Pjy5durBhwwYcHR1vU6TXl5GRwfvvv8/s2bP1fj9du3bFysqKzMxMDAYDp0+fJjU1Va8uiYiI4IMPPsDLy8ssMQtR05j6GpnINFxxMwwGA0ePHmXt2rUkJSWRnp7O/v37ad68OV5eXkRERNCjRw8cHBzMHaoQQlRb8spVCCGE4PJ0oTp16nDhwgV+/vlnBg0adEPnmabf7d+/H6PRSNOmTXF0dDTbm/SPPvqI+fPn4+LiwuTJk4mIiMDZ2RkbGxvgcj+sAwcOEB0dzbZt20hMTGT16tUYjUZmzJiBp6dnlccsRE1zddWiJLLEzbC0tKRFixa0aNGCsrIylFJYW1tz7tw56tWrZ+7whBCiRpDKLCGEEHc9pRRGo5GIiAhWr17NAw88wOLFi3Fzc/vLpJSpIuPhhx/ml19+4YcffmDgwIFm6TF18OBB2rZtS926dVm0aBHh4eH6vqvjKS4uZseOHXz44Yds2bIFgIkTJ/LRRx9JfywhhDATmVIohBA3Rl4jCSGEuOtpmoalpSVDhgwBYNOmTTz33HMcP35cf6gwGAwYDAb9nPLycv3c2NhYfvnlF1xcXHj44YcBzJIMmjdvHkajkaeffprw8HCUUvpUQlM8pm12dnaEhYWxadMmxo4dC8CMGTPYtWuXJLKEEMJMJJElhBA3RpJZQgghxH8NHDiQF198EYDly5czcOBAFi9eTElJCZaWlhWSPKZpRj///DPjxo0DYPz48VhbW1dIelWlFStWAPDkk08Clb/h1zStQoIO4KWXXqJjx44ArFu3rqrCFUIIIYQQ4n8iPbOEEEII/piG98ILL5CZmcn333/Pb7/9xhNPPMFrr71Gnz596N+/Px4eHmRkZADw7bffsn37dnJzcxk+fDhPPPEEYJ4367GxsWRkZODn54eXlxdKqb/s42NpaYnRaMTb25vBgwezb98+9uzZA8hUFyGEEEIIUX1JMksIIYTgj2l4Hh4ezJ07lw4dOrBs2TKSk5PJyMhg/vz5zJ8/H0dHR+zt7cnJydHPDQsLY86cOfrKU+ZoBp2WloajoyPNmjXj0qVLWFtb31AyyhRry5YtqVWrFra2tuTn5+Pk5HS7QxZCCCGEEOJ/IsksIYQQdyVT5VFaWhpZWVnce++9eHl5YTAYcHBw4LnnnqNTp0789NNP7Nq1i7Nnz5KXl8eZM2coLCykVq1atGrVirFjx/LII4/g4OCgN4M3h5YtW3Lx4kX27t17Q1VZV/P29qa0tJTz589LzywhhBBCCFGtSTJLCCHEXUnTNC5cuMCwYcNITU0lLCyMyZMn07hxYwBsbGwIDg4mODiYnJwcEhISOH/+vL58eqdOnfD09MTZ2Vn/THMlskz/7zp16nDhwgV+/vlnBg0adEPnmaZX7t+/H6PRSNOmTXF0dJRphkIIIYQQotqSZJYQQoi70qlTp3j33XfZsWMHvr6+jBs3Tk9kmZgqrVxdXQkLC6v0c8xZjWWilKJZs2b06NGD1atXM2/ePEJCQnBzc/vLpJRp35IlSwD01RiNRqNUaAkhhBBCiGpJVjMUQghxV/rmm2+YN28eoaGhLFiwgE6dOqGUqnCMKUmllNL3GY1Gff//Mp3vdtA0DUtLS4YMGQLApk2beO655zh+/HiFlQuvXGWxvLxcPzc2NpZffvkFFxcXPZkliSwhhBBCCFFdmf8OXAghhKhihYWFzJ49G4CPP/6Yzp07A3++CqGmafq+oqIiTpw4cd3jzWXgwIG8+OKLACxfvpyBAweyePFiSkpKsLS0rJCgsrK6XJz9888/M27cOADGjx+PtbV1haSXEEIIIYQQ1Y2mrn4NLYQQQtzhFixYwFNPPcWjjz7K8uXLb2qqYHx8PO+//z59+/Zl8ODB2Nvb3+Zob4yp91VGRgYvv/wy33//vV5N5uHhQZ8+fejfvz8eHh5kZGQA8O2337J9+3Zyc3MZPnw477zzDl5eXtVi6qQQQgghhBB/RpJZQggh7jp9+vQhMjKStWvX0rdvXz0RdCPy8/Np27YtBQUF7Nu3jyZNmtzmaG/exYsX+fLLL1m2bBnJyclcvHhR3+fo6Ii9vT05OTn6trCwMFasWIGDg4M5whVCCCGEEOKmSDJLCCHEXSUnJwd/f3/y8/PJy8vD1tb2ps4vKioiJCSEpKQkkpOTadiw4W2K9PpMjd3T0tLIysri3nvvxcvLS0/MlZaWsmfPHn766Sd27drF2bNnycvL48yZMwDUqlWLVq1aMXbsWB555BHq1asnFVlCCCGEEKJGkNUMhRBC3FVSUlLQNA1/f39KSkqwtra+4QSOUgpLS0vc3d1JS0vj5MmTZktmaZrGhQsXGDZsGKmpqYSFhTF58mR9RUYbGxuCg4MJDg4mJyeHhIQEzp8/j7W1NefOnaNTp054enri7Oysf6YksoQQQgghRE0gySwhhBB3FU9PT5RSnDp1ivz8fJycnG74XE3TsLW15eDBgxQXF1OvXj3gjyqpqnTq1CneffddduzYga+vL+PGjdMTWSamSitXV1fCwsIq/RypxhJCCCGEEDWN3L0KIYS4q2iaRnFxMefPnyc1NfWGzzMajQD8/vvvHD9+HE9PT3x8fPTPrGrffPMN8+bNIzQ0lAULFtCpUyeu7hxgSlIppfR9pnGYtksiSwghhBBC1DRyByuEEOKuYTQacXd3p3fv3pSWljJr1iwKCwtRSmEwGK57rikZ9N133wHQr18/AMrLy29v0JUoLCxk9uzZAHz88cd07twZ+POkmqZp+r6ioiJOnDhx3eOFEEIIIYSoziSZJYQQ4q5hYWGBhYUFXbt2BSAyMpIFCxagaVqF1QyvrHAy/belpSVZWVl88cUXAIwcOVL/zKr2ww8/cObMGR599FHat29fodrqrxw5coRXXnmFb775hqKiotsYpRBCCCGEELeHJLOEEELcdSZMmECvXr0oLCzk+eefZ8CAAWzZsoWLFy8Cf1QslZeX6/995MgRJkyYQH5+PoMHD+a+++4DzJfMAnjyyScBrpleeD3e3t7Exsby0ksvkZ2dfVviE0IIIYQQ4naSBvBCCCHuKqaG55999hkTJkwgKiqKtWvXkpaWRkBAAJ07d8bX15dWrVphY2PDiRMniI+P59NPP2Xnzp1069aN8ePHA2AwGCpUdFUF08qEtra23H///QA3FYO1tTUuLi7k5uZibW19u8IUQgghhBDitpFklhBCiLvGlX2xfHx8mDx5Mm+99RZbtmxh37597Nu3D09PT5ycnCgqKsLDw4Ps7GwOHz4MgJubG//5z39o06YNcHNJpFslJSUFTdPw9/enpKQEa2vrG64OU0phaWmJu7s7aWlpnDx5koYNG97miIUQQgghhLi1NHUzcxOEEEKIGujo0aM0atQIW1tbfduVVVWrVq1izpw5bN68udLzNU1j8ODBjB8/nqCgIJRSZmuenpaWRqdOndA0jb179+Lp6XnTn+Ht7c2ZM2fYu3cvPj4+Zh2PEEIIIYQQN0uSWUIIIe54DRo0IDs7m6FDhzJ69Gh69OhR6XFHjx4lMjKSHTt2oGkaLi4u2NnZMWTIEPz8/KrFtLz09HT8/Py4dOkS69evJzQ09IbOM02v/P3332nVqhV+fn4kJibe3mCFEEIIIYS4DWSaoRBCiDtaVlYWxcXFACxZsoQlS5bg6urKsGHDGD16NL6+vvqxzZo1o1mzZjzzzDMUFRVhb2+v77uZFQNvF6PRiLu7O71792b58uXMmjWLjh074uDggNFovO60R9O7q++++w6Afv36AZeb3FtZye2AEEIIIYSoOWQ1QyGEEHe0OnXqMHfuXP71r38RFBTEPffcQ05ODjNnzqRVq1a0bt2aGTNmkJOTU+E8Ozs7SktL9d+bY9XCq1lYWGBhYUHXrl0BiIyMZMGCBWiaViGRdWXRtem/LS0tycrK4osvvgBg5MiR+mcKIYQQQghRk8g0QyGEEHcFg8FARkYGW7ZsYdu2bRw4cIDDhw/rVVsAoaGhjBkzhoEDB1aYUlheXq4nkqoDpRR9+vRh48aNAPTv35/x48fTpUsXHBwc9OOurLo6cuQIb775Jj/++CODBw9m6dKlZoldCCGEEEKIv0uSWUIIIe46paWlpKSksG7dOvbs2UNiYiJHjx7Vq5isra2JiIjgqaeeuuGeVFXF1PsqOTmZCRMmEBUVhVIKf39/AgIC6Ny5M76+vrRq1QobGxtOnDhBfHw8n376KTt37qRbt25Mnz6dbt26VWiCL4QQQgghRE0hySwhhBB3tcLCQvbv38/atWuJj4/n0KFDZGRk6Ps9PDwIDw9nypQpuLm5mTHSy9VlgJ6Aio6O5q233mLLli36MZ6enjg5OVFUVISHhwfZ2dkcPnwYADc3N9avX0+bNm2qPnghhBBCCCFuEUlmCSGEEFyeunf27Fl27dpFZGQkCQkJJCcnc+7cOQD2799P69atzRLb0aNHadSoEba2tvq2K6uqVq1axZw5c9i8eXOl52uaxuDBgxk/fjxBQUEopdA0rUpiF0IIIYQQ4laTZJYQQghxFYPBQHp6Olu3bmXdunUYDAaWL19utiRQgwYNyM7OZujQoYwePZoePXpUetzRo0eJjIxkx44daJqGi4sLdnZ2DBkyBD8/vwp9wIQQQgghhKipJJklhBBCXMelS5coLCykXr16er+qqpSVlYWPjw8FBQX6NldXV4YNG8bo0aPx9fWt9LyioiLs7e3135sjdiGEEEIIIW4HSWYJIYQQ1VhRURFr164lOjqauLg4kpKS9KmPAH5+fowcOZLhw4fj6uqqb1dKUVZWho2NjTnCFkIIIYQQ4raRZJYQQghRAxgMBjIyMtiyZQvbtm3jwIEDHD58mOLiYv2Y0NBQxowZw8CBAytMKSwvL8fCwkIqs4QQQgghxB1BkllCCCFEDVNaWkpKSgrr1q1jz549JCYmcvToUUxf6dbW1kRERPDUU08RGhpq3mCFEEIIIYS4xSSZJYQQQtRghYWF7N+/n7Vr1xIfH8+hQ4fIyMjQ93t4eBAeHs6UKVNwc3MzY6RCCCGEEELcGpLMEkIIIe4ASinOnj3Lrl27iIyMJCEhgeTkZL2/1v79+2ndurWZoxRCCCGEEOLvk2SWEEIIcYcxGAykp6ezdetW1q1bh8FgYPny5Sil0DTN3OEJIYQQQgjxt0gySwghhLiDXbp0icLCQurVq4fRaJQm8EIIIYQQosaTZJYQQgghhBBCCCGEqDHk9awQQgghhBBCCCGEqDEkmSWEEEIIIYQQQgghagxJZgkhhBBCCCGEEEKIGkOSWUIIIYQQQgghhBCixpBklhBCCCGEEEIIIYSoMSSZJYQQQgghhBBCCCFqDElmCSGEEEIIIYQQQogaQ5JZQgghhBBCCCGEEKLGkGSWEEIIIYQQQgghhKgxJJklhBBCCCGEEEIIIWqM/wd9X/Jk3zOD4QAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "<Figure size 1400x600 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "terms = ['dFdz','IWC','1/rho','CRH']\n",
+ "\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx]\n",
+ "\n",
+ "r1_maxdFdz = np.copy(r_maxdFdz)\n",
+ "r1_maxdFdz = r1_maxdFdz[idx]\n",
+ "\n",
+ "r1_maxice = np.copy(r_maxice)\n",
+ "r1_maxice = r1_maxice[idx]\n",
+ "\n",
+ "r1_maxrho = np.copy(r_maxrho)\n",
+ "r1_maxrho = r1_maxrho[idx]\n",
+ "\n",
+ "r1_maxacre = np.copy(r_maxacre)\n",
+ "r1_maxacre = r1_maxacre[idx]\n",
+ "\n",
+ "b=[] #for legend\n",
+ "\n",
+ "#-----------------------------------------------------------------\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(14,6,forward=True)\n",
+ "\n",
+ "currentAxis = plt.gca()\n",
+ "\n",
+ "b.append(plt.plot(r1_maxdFdz[:11],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxice[:11],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxrho[:11],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxacre[:11],'k',linewidth=2,marker='*')[0])\n",
+ "#SP\n",
+ "values = [10.75,11.75]\n",
+ "b.append(plt.plot(values,r1_maxdFdz[11:13],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxice[11:13],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxrho[11:13],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxacre[11:13],'k',linewidth=2,marker='*')[0])\n",
+ "#GCMs\n",
+ "values = [13,14,15,16,17]\n",
+ "b.append(plt.plot(values,r1_maxdFdz[13:],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxice[13:],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxrho[13:],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxacre[13:],'k',linewidth=2,marker='*')[0])\n",
+ "\n",
+ "plt.axhline(y = 0, color = 'k',linewidth=1)\n",
+ "\n",
+ "plt.ylabel('relative anomaly in %')\n",
+ "\n",
+ "\n",
+ "x = np.arange(0,11)\n",
+ "x = np.concatenate((x,[10.75,11.75,13,14,15,16,17]),axis=0)\n",
+ "plt.xticks(x, models, rotation=70,ha='right')\n",
+ "plt.legend(b,terms)\n",
+ "plt.xlim(-0.5,21)\n",
+ "\n",
+ "currentAxis.add_patch(Rectangle((12.5, -95), 5, 220,\n",
+ " alpha=0.05, facecolor='brown'))\n",
+ "currentAxis.add_patch(Rectangle((-0.5, -95), 12.75, 220,\n",
+ " alpha=0.35, facecolor='azure'))\n",
+ "\n",
+ "plt.title('Change in selected quantities at peak cloud radiative heating ',y=1.11)\n",
+ "\n",
+ "plt.text(5,101,'CRMs',horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=22,color='black')\n",
+ "\n",
+ "plt.text(14,101,'GCMs',horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=22,color='black')\n",
+ "\n",
+ "plt.axvspan(10.3, 10.6, facecolor='white',alpha=1,zorder=111)\n",
+ "plt.axvspan(12.3, 12.6, facecolor='white',alpha=1,zorder=111)\n",
+ "plt.axvspan(17.3, 26, facecolor='white',alpha=1,zorder=3)\n",
+ "currentAxis.spines['bottom'].set_visible(False)\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "plt.grid(True)\n",
+ "#plt.savefig('/path-to-file/FigS6_terms_CRH_formula.pdf',bbox_inches='tight') "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/Fig1_zenodo_radiative_transfer_cloud.ipynb b/scripts/scripts_plotting/Fig1_zenodo_radiative_transfer_cloud.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..aa28286a55e9ba7a4cdc82100a8bff1cb2b556e3
--- /dev/null
+++ b/scripts/scripts_plotting/Fig1_zenodo_radiative_transfer_cloud.ipynb
@@ -0,0 +1,446 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib.colors import LogNorm\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Note for SAM output: the variable RADQRC is DIAGNOSTIC!\n",
+ "RADQRCLW and RADQRCSW are taken directly from the code, so better use those variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.rcParams.update({'font.size': 22}) #all to 22 if not specified other\n",
+ "\n",
+ "#####IWP vs cloud cover plot#############\n",
+ "path2d ='../../data/radiative-transfer-model/' \n",
+ "varname = ['p','z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QI']\n",
+ "\n",
+ "names = ['9p5-11p5km','12p25-14p25km'] #base temp 0.8 K warmer in the 305K case\n",
+ "\n",
+ "temps = ['295','305']\n",
+ "\n",
+ "col = ['k','crimson','dodgerblue','c']\n",
+ "\n",
+ "var = ['RADQR','RADQRLW','RADQRSW'] #full sky\n",
+ "cvar = ['RADQRCLW','RADQRCLW','RADQRCSW'] #clear sky \n",
+ "\n",
+ "\n",
+ "vvars = ['NET','LW','SW']\n",
+ "left = [0,10]\n",
+ "right = [9,19]\n",
+ "\n",
+ "y1 = [9.5,12.25]\n",
+ "y2 = [11.5,14.25]\n",
+ "cod = ['SST=295','SST=305']\n",
+ "#############################\n",
+ "abc = ['a','b','c','d','e','f']\n",
+ "##################################"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "15500.0\n",
+ "0 [5026.3154, 9500, 11500, 20000]\n",
+ "[36, 54, 62, 96] [ 5026.3154 9500. 11500. 20000. ]\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n",
+ "17000.0\n",
+ "1 [5026.3154, 12250, 14250, 20000]\n",
+ "[36, 65, 73, 96] [ 5026.3154 12250. 14250. 20000. ]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, alt / 1000, color=col[v], linewidth=3)\n",
+ " plt.ylim(3, 20)\n",
+ " plt.xlim(-0.5, 10)\n",
+ "\n",
+ " plt.axvline(0, color='grey', linewidth=1.)\n",
+ " ax.get_xaxis().set_ticks([-2, 0, 2, 4, 6, 8, 10])\n",
+ " if t == 0:\n",
+ " plt.ylabel('altitude [km]', size=24)\n",
+ " ax.tick_params(axis='y', which='major', pad=15)\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " plt.text(0.965, 0.46, 'cloud', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=24, color='black')\n",
+ " if t == 1:\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " leg = plt.legend(vvars, loc='best', fontsize=28, frameon=False, handlelength=0,\n",
+ " markerscale=0, labelspacing=0.07, bbox_to_anchor=(0.5, 0., 0.5, 0.5)) # prop=legend_properties)\n",
+ " legcolor(leg)\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((6, 6), 1.5, 5, color='white', alpha=1)) # white shading over legend dots\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, y1[t]), 10, 2, color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015)\n",
+ "\n",
+ " plt.text(0.2, 1.07, abc[t] + ')', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=24, color='black', bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['left'].set_position(('data', 0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-2., 10)\n",
+ "\n",
+ " # Create a twin y-axis for temperature\n",
+ " ax2 = ax.twinx()\n",
+ " ax2.set_ylim(3, 20)\n",
+ " ax2.set_xlim(-2, 10.3)\n",
+ " if t==1:\n",
+ " ax2.set_ylabel('temperature [K]', size=24)\n",
+ " ax2.tick_params(axis='y', which='major', pad=15)\n",
+ "\n",
+ " # Plot temperature values on the temperature y-axis\n",
+ " temp_values = temp = data_2d['TABS'][0].squeeze() # data_2d['TABS'][0].squeeze()\n",
+ " tminalt=alt[np.argmin(temp_values)]\n",
+ " print(tminalt)\n",
+ " # Set temperature values as y-axis tick labels\n",
+ " if t == 0:\n",
+ " alt1 = [5026.3154, 9500, 11500,20000]#tminalt]\n",
+ " else:\n",
+ " alt1 = [5026.3154, 12250, 14250, 20000]#tminalt]\n",
+ " alt2 = [val -3000 for val in alt1] #because axis starts at 3 km!\n",
+ " #print(alt2)\n",
+ " ax2.set_yticks(alt2) # Set tick locations based on altitude values\n",
+ " \n",
+ " \n",
+ " print(t,alt1)\n",
+ " alt_indices = [np.abs(alt - val).argmin() for val in alt1] # Convert alt1 values to indices\n",
+ " print(alt_indices,alt[alt_indices])\n",
+ " #alt_indices = [index - 14 for index in alt_indices] # Subtract 4 from each index\n",
+ " ax2.set_yticklabels([f'{temp_values[i]:.0f}' for i in alt_indices], fontsize=24)\n",
+ " \n",
+ " # Remove top and right plot boundary lines\n",
+ " ax2.spines['top'].set_visible(False)\n",
+ " ax2.spines['left'].set_visible(False)\n",
+ " ax2.spines['bottom'].set_bounds(-2., 10)\n",
+ " \n",
+ "\n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##Same but in pressure space"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "abcd = ['a','b','c','d']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(-0.5, 10)\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, ctop[t]), 10, cextent[t], color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ "\n",
+ " plt.text(0.965, 0.14, 'cloud vertical extent: ' + str(cextent[t]) + ' hPa', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black')\n",
+ " plt.text(0.965, 0.07, '2 km', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black') \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " plt.text(-0.11,1.08,abcd[t]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig_S1ab_pressure_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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PPmmdzL2tKysr03XXXWedG2vs2LG65ppr6qx7wQUXqE+fPtq9e7dSU1M1adIkffDBB7U+0P/888/661//alOWn59fZ5svvPCCzjnnnDp/dzNmzNC2bdt03XXX6eDBgzp06JAmTZqkFStWNPq8qr+XX3HFFXRkAbjdli1bbPavvPJKu84LDQ3V8OHDtXLlyiZfk34uPA19yJbXsWNHXXzxxQ0+7+rvPQEBAY22Wf29q6CgoM469CEBz+Mx93JXnyskICBAZ555pkuuU7UKcpXmfPsOwPn8/f31wgsv6NixY1qwYIFuvvlmdevWrVa9Q4cO6S9/+YsuuOACZWVl1dvelVdeqV27dmn9+vWaMWOGBg8eXOf///fff19nnnlmsz54NtWECRNkGIZTHs0ZHWqxWDRp0iR9//33kqTu3btr/vz59db38vLSnDlzrAnQjz/+WKeffrqef/55ffLJJ1q4cKEmT56swYMHKzs72+Z2p/qmIjn33HPr/RAiVd6+v2rVKuvvauXKlXbNEX366adbR318+OGHmjZtms2cpgDQ0nbv3m3dDgkJqfNvWn369+/frGvSz4Unog/pmj7kli1brOcUFhZq+/btevLJJ5Wbm6tZs2bpzDPP1KpVqxptx96p7RpDHxLwPB6TEK3+RykuLk4+Pq4ZHFtzkvr6bv8E4B7h4eGaMGGCFi9erP379ys7O1urV6/Www8/bDMP2tatWzVu3LgG2/Ly8tLw4cP1yiuvaOvWrSooKND27dv1xhtv2CzWVlBQoBtuuMFmxcy2xjAM3Xnnnfrwww8lVd4Wtnbt2kbn1xo2bJi+/PJLRUVFSZL27t2rRx99VDfeeKMmTpyo+fPnq6ysTNdee63NbfhNnberup49e2r8+PHW/eXLlzd6znXXXae3337b2qF966236NACcKucnBzrdkxMTJOSAnFxcc26Jv1ceDL6kK4THBys/v3764knntD27duVkJCg7OxsXX311fr5559r1Q8JCbFu2/PFTPU6jkxFQB8SaFs8JiFafWh89TdQZysqKrLZDw4Odtm1ADiuaq6gF154QcnJyZo+fbr12OrVq/XDDz/Y3Zavr6/69++vadOmaf369Vq1apX1/ebkyZN66aWXnB5/a2AYhu6++27NnTtXUuWtTuvWrbP7Fq+RI0cqOTlZf/vb3zRs2DC1a9dOvr6+iouL06hRo7Rs2TItW7ZMqamp1nMcnZv5oosusm5XH2XVkKlTp+rdd9+1dmjffvtt3XXXXXRoAbhF9dswm9rfbG7/lH4u8D/0IV2je/fueuGFFyRVTsX0/PPP16oTERFh3a6+Tkh9qg+Oqn5uc9CHBNoOj5lDtPpq8q6c7+jEiRPWbR8fnzpXxQPQOvn5+en111/X999/b/02es2aNRo6dGiz2rvsssv09NNPa8aMGda2XMkdK4QahqFp06bpnXfekVS5AvH69evVvXv3Jl0vMjJSDz30kB566KF66/znP/+xbjs6/1L1Cfgbmly/pttvv11eXl6aMmWKLBaL5syZY/3XWbdsAYA9qn/BXzWvob2aWr9K9X6uVHvVecBT0Yf8H3v7kA0ZPXq0dbuuW/B79epl3U5JSWm0vep1qp/bHPQhgbbDYxKi1VeWO3HihMrLy11y23z11TY7deokb29vp18DgOuYTCaNGDHC2pk9fvy4Q+1ddtll1m1H22pMS68QWpUMffvttyVJ7du31/r163Xaaac5JYbqCgsLrXOTmkwmhzvaVYs+SU0fKTBp0iR5eXlp8uTJslgsmjt3rvVfOrQAWkr1qUMyMjJkGIbd70E1E5v2qrmqvKct9gI0hD5kJXtXmW9I9dva60o69u3bV15eXrJYLNq+fbsqKioa/Nxdfa7P008/3aHY6EMCbYfH3DJ/xhlnWLdLSkr0yy+/uOQ6e/futW67auEmAK5lNput245OseHMtlqTmsnQhIQErV+/Xj169HDJ9RYtWmQd0XTFFVeoY8eODrW3fv1663ZzRgpMmDBBCxcutC7uNG/ePGvnFgBaQp8+fazbhYWFOnDggN3n1jUnnz2qr4odERFhM28iAPqQzrJv3z7rdkxMTK3joaGhOu+88yRVTo23adOmetuyWCw2izONHDnSodjoQwJth8ckRKtPTi1JH330kdOvkZqaajOHyaBBg5x+DQBN15SRMGaz2WY1z5rfIjd1VM2XX35Zb1vO1pIrhE6fPt2aDI2Pj9f69evVs2dPlzyvtLQ0Pf7449b96osrNUdSUpIWLVpk3b/yyiub1c6tt96qDz74wDoiYcGCBXRoAbSYIUOG2Ox//fXXdp1XUFDQ7NFbO3futG4PHDiQEU1o8+hDum6V+YZUTcUkyZr4rOmmm26ybr/yyiv1tvXFF19Yb5kfMmSIQyPb6UMCbYvHJEQvvfRSm/k8586dq6NHjzr1GtWH4kuVtwsAcL+BAwdqwoQJ+ve//91gvcLCQk2cONE60jssLExjxoyxqfPqq6/qnHPO0eLFixudg23p0qXWSeEl2axKeSq755579NZbb0n6XzK0ufMxpaena9euXfUeT0pK0qWXXmr9smnq1Km1vuCq8vrrrze6gMH27dt1xRVXWFdKvuyyy/SHP/yhWbFL0s0336xFixZZO7QLFy7UxIkT6dACcLlRo0bJz8/Puv/222+rvLy80fPmzp1ba3Eke+Tm5tqsdE0/F56APqTzvPPOO1q/fn2DCwlVVFTob3/7m7WfKUl33313nXUnTZqkxMRESdJXX32lN998s1adffv2adq0adb9Z555ps626EMCnslj5hANDAzUfffdp0cffVSSlJ+frxtvvFHffPONzRwl9bFnXqbqw+cjIiJqfXMPwD3MZrPef/99vf/+++rcubMuvPBC9e/fX7GxsfL391dWVpa2b9+uzz77zDovkMlk0uzZsxUVFVWrvW3btunWW29VUFCQLrzwQg0ePFiJiYkKDw9XUVGR9u3bpxUrVuinn36ynjNixAinzc3kTrNmzdIbb7whqfJndN9992nPnj3as2dPg+cNGDDA2mmt7vDhwxo0aJAGDRqkSy65RL1791ZQUJAyMjL03Xff6YsvvlBZWZmkylucXnvttXqvsW7dOt13333q3r27Lr30Up1++umKjo6Wt7e3jh8/rm+//VYrVqywdjQ7d+6sBQsWNPMn8T9/+tOf5O3trZtvvlnl5eX64IMPZLFY9P7771tvhwIAZ2vXrp2uu+46LVmyRJK0Z88ePfvss3ryySfrPScpKUlPPfVUs6733Xff2XxQd/S2U+BUQB/SebZs2aK77rpLnTp10ogRI3TGGWcoNjZWfn5+ys3N1a+//qovv/xSBw8etJ4zc+bMer98CQgI0Lx58zRq1CiZzWZNnz5d33zzja6++moFBwdr27Zteu+995SXlydJmjJlii699NI626IPCXgow4OUlJQYAwYMMCRZH2eccYaxYcOGes/Jysoy3nrrLWPgwIGNtt+vXz9ru7fccoszQwfggMsuu8wwmUw2//cbesTHxxuffPJJnW3NnTvXCAkJsbstLy8v48477zSKi4vtjveJJ56wnv/EE0846afgHBdeeKHdz736Y8GCBXW29+OPPzZ6ro+PjzFjxgyjtLS0wdjGjBljdzyXX365cezYsQbba+rv4ZNPPjF8fHys59x8881GeXl5o+cBQHMdOHDACA4Otnl/e/TRR+t8v/zuu++Mjh07GpIMf39/m3NSUlIavda0adOs9Tt16mRYLBYXPCOgdaEP6Ty33Xab3c89PDzceOutt+xq97PPPjMiIiIabG/KlCkN9snoQwKeyWNGiEqSv7+/Pv30U11wwQXWVTJ37typ4cOHq0ePHho2bJji4+NlMpmUkZGhn3/+Wdu2bZPZbFZ4eHiDbe/bt0+//fabdf/WW2916XMBYL9Vq1bp+PHjWr16tTZv3qxff/1VKSkpys3NVUVFhUJCQtShQwedeeaZGjVqlK655hoFBwfX2dbtt9+uW2+9VRs2bNDGjRv13//+V8nJyUpPT1dRUZGCgoIUFRWlPn366Pzzz9dNN93kklXX24o+ffro/fff1/r167Vt2zalpaUpJydHkZGRSkxM1BVXXKFbb73VrvlJX3nlFV111VXasmWLfv75Z2VkZCgzM1OlpaUKDw9Xly5ddO6552rcuHEuGcF/ww03yNvbWzfddJPMZrM+/PBDWSwWm9uhAMCZunbtqn/+85+6/fbbrWXPPfec5s6dq5EjR6pTp04qKCjQv//9b/3nP/+RJEVFRenPf/6zzdzMjTEMQ1988YV1/5ZbbmH+UHgE+pDO88Ybb+hPf/qTvvvuO23ZskXHjx9Xenq6CgoKFBwcrLi4OJ155pm6/PLLdcMNNzT6+bvKNddcoyFDhujtt9/WV199pYMHD6qkpEQJCQk6//zzNXny5Ean+KAPCXgmk2E0MIlHG3X8+HGNHTu21pyfDQkPD1dubm69x59//nnr7fidOnVSSkoKb14AAABwuVdffVX3339/o3PPRURE6F//+peOHDlicwtuSkpKgwuN/PDDD9aFTUwmk3bv3t3suaMBAABaA4+cmKJ9+/basmWLFi9erP79+zdYNzAwUFdddZU+/PDDeusYhqH58+db9++55x6SoQAAAGgRf/nLX7Rp0yYNHjy4zuPe3t4aPXq0/vvf/+qSSy5pcvvvvfeedXvkyJEkQwEAwCnPI0eI1pSamqoffvhBJ06cUE5Ojvz9/dWuXTv17t1bZ599tvz9/Rs8f+3atRoxYoQkKTQ0VIcPH1ZEREQLRA4AAAD8z969e7VlyxalpqYqKChI7du313nnnaf4+PhmtZeXl6cOHTpYV8Veu3Zts5KqAAAArYlHzSFan4SEBF133XXNPv/ll1+2bv/lL38hGQoAAAC36Nmzp13zLtvrrbfesiZDL7jgApKhAACgTWCEqIN27Nihs88+W1LlJPUHDhywewJoAAAAoLUqKSlRly5ddOL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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d['QI'][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d['QI'][0].squeeze()*data_2d['RHO'][0].squeeze()\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(0,0.02)\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " plt.xlabel('ice water content [g m$^{-3}$]', color='dodgerblue', size=24)\n",
+ " plt.text(0.11, -0.25, 'ice mixing ratio [g kg$^{-1}$]', transform=ax.transAxes,fontsize=24, color='black')\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ " \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " \n",
+ " plt.text(-0.11,1.08,abcd[t+2]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/FigS1_cd_pressure_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure.ipynb b/scripts/scripts_plotting/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4c5a2b6fac6ccef4a3cf2fe069b46ace0b30cfd0
--- /dev/null
+++ b/scripts/scripts_plotting/Fig2_Fig3_FigS2_FigS3_zenodo_predictSAM_SPM_methodsfigure.ipynb
@@ -0,0 +1,1539 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import scipy.interpolate\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib import colors\n",
+ "import xarray as xr\n",
+ "from scipy import stats\n",
+ "from scipy.stats import linregress\n",
+ "import matplotlib.gridspec as gs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some general helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind='linear',method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower. Based on Aiko Voigt's interpolation script.\"\"\"\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Functions we need for the calculation of the moist adiabatic moist lapse rate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaz Gasparini (University of Vienna)\n",
+ "\n",
+ "Using also some bits and pieces of the code/basic thermodynamics and thermodynamical constants by Jiawei Bao/Bjorn Stevens (Max Planck Institute for Meterorology)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#SPM-specific functions\n",
+ "import aes_thermo_ice2_less as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "#-----------------------\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ " #global ztop_conv\n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Peter Blossey's script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " #rhs = -L * ent * (1 - rh_profile) * satvpi(T - 273.18, p * 0.01) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " Hv = 2501000. # heat of vaporisation of water (from wiki and metpy)\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ "\n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (not used in this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? for isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ " #######BG HERE ONLY FOR DRY ADIABAT########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " ############HERE MOIST ADIABAT######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " #print(L_m)\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor!!!\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "----------------spectral plume model code-----------end-------------------------------------\n",
+ "\n",
+ "From here on we use it by giving some input parameters"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#linear ramp! the best and simplest one, using it here!\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "('this is the considered top of the convective layer=',\n",
+ " array([ 8000. , 8500. , 9166.66666667, 10000. ,\n",
+ " 11000. , 12166.66666667, 13500. , 15000. ,\n",
+ " 16666.66666667, 18500. , 20500. ]))"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "'this is the considered top of the convective layer=',arr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2045976/546367205.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'Temperature deviation from moist adiabats')"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(265,315.1,5)\n",
+ "temps = ['265','270','275','280','285','290','295','300','305','310','315']\n",
+ "\n",
+ "#BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000)\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr #linear ramp BEST !\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)\n",
+ "plt.title('Temperature deviation from moist adiabats')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "-------------spectral plume model (SPM) calculations finished----------------------------------------\n",
+ "\n",
+ "From here on some diagnostic plots for the supplement"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure S3: temperature profiles simulated by SAM (solid) and predicted (dashed)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x750 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "path2d ='../../data/SAM/'\n",
+ "varname = ['z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QCI','QIA']\n",
+ "pvars = ['CRH']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "plt.rcParams.update({'font.size': 16})\n",
+ "fig.set_size_inches(12,7.5,forward=True)\n",
+ "pvars = ['CRH']\n",
+ "col = ['k','blue','deepskyblue','plum','g','limegreen','y','peru','orange','tomato','crimson']\n",
+ "\n",
+ "ssts = np.arange(265,315.1,5)\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "\n",
+ "# Format the ssts array with 3 significant digits\n",
+ "ssts = [f'{value:.3g}' for value in ssts]\n",
+ "\n",
+ "tempmax = np.zeros(len(ssts))\n",
+ "tempmaxcld = np.zeros(len(ssts))\n",
+ "gs = fig.add_gridspec(1,20, height_ratios=[1], width_ratios=20*[1])\n",
+ "\n",
+ "b=[]\n",
+ "# loop over the variables to plot\n",
+ "for v, pvar in enumerate(pvars):\n",
+ " ax = fig.add_subplot(gs[0,0:9])\n",
+ "\n",
+ " # loop over the temperatures to plot\n",
+ " for t, mtemp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{mtemp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " cld = np.nanmean(data_2d['CLD'][-600:], axis=0)\n",
+ " \n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " plotvar = qrad\n",
+ " tempmax[t] = temp[np.nanargmax(qrad)]\n",
+ " tempmaxcld[t] = temp[np.nanargmax(cld)]\n",
+ " \n",
+ " b.append(plt.plot(temp, alt/1e3, color=cols[t], linewidth=4, label=f'{varname} ({temp})')[0])\n",
+ " plt.plot(moistadi_100[mtemp][2],moistadi_100['295'][0]/1e3,color=cols[t],label='MADB+SPM',linewidth=3,linestyle='--')\n",
+ "\n",
+ " # set the plot limits and labels\n",
+ " plt.ylim(0,20)\n",
+ " plt.xlim(195,315)\n",
+ "\n",
+ " plt.axvline(0, color='k', linewidth=0.75)\n",
+ " plt.title('Temperature profiles',y=1.02)\n",
+ " plt.xlabel('temperature [K]')\n",
+ " if v==0:\n",
+ " plt.ylabel('altitude [km]')#, size=24)\n",
+ " if v==0:\n",
+ " plt.legend(b,ssts,fontsize=15)\n",
+ "currentAxis = plt.gca()\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "\n",
+ "#######################################################\n",
+ "#plt.savefig('/path-to-figure/FigS3_SAM_temp_profiles.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Some diagnostic plots for peak CRH/CLD temp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 84\n",
+ "1 100\n",
+ "2 115\n",
+ "3 129\n",
+ "4 143\n",
+ "5 158\n",
+ "6 168\n",
+ "7 195\n",
+ "8 216\n",
+ "9 244\n",
+ "10 297\n"
+ ]
+ }
+ ],
+ "source": [
+ "# target vertical levels for the interpolation\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "\n",
+ "temp_interpq = np.zeros((11,len(zlev_int)))\n",
+ "temp_interpq1 = {}\n",
+ "rho_interpq = {}\n",
+ "tempmax_interpq = np.zeros((11))\n",
+ "tempmaxcld_interpq = np.zeros((11))\n",
+ "qradmax_interpq = np.zeros((11))\n",
+ "rhomax_interpq = np.zeros((11))\n",
+ "\n",
+ "# loop over the temperatures to plot\n",
+ "for t, mtemp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{mtemp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " cld = np.nanmean(data_2d['CLD'][-600:], axis=0)\n",
+ "\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " qrad_interpq = vertinterpolate(qrad,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " cld_interpq = vertinterpolate(cld,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp_interpq = vertinterpolate(temp,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp_interpq1[mtemp] = temp_interpq\n",
+ " \n",
+ " rho_interpq[mtemp] = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " rho1 = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " tempmax_interpq[t] = temp_interpq[np.nanargmax(qrad_interpq)]\n",
+ " print(t,np.nanargmax(qrad_interpq))\n",
+ " tempmaxcld_interpq[t] = temp_interpq[np.nanargmax(cld_interpq)]\n",
+ " \n",
+ " #max qrad and rho interpolated!!!\n",
+ " qradmax_interpq[t] = np.nanmax(qrad_interpq)\n",
+ " rhomax_interpq[t] = rho1[np.nanargmax(qrad_interpq)]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "See below a comparison for e.g. our reference, 295 K temperature at peak CRH"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure S3: temperature at peak cloud fraction and at peak CRH\n",
+ "if you have problems in displaying this figure, just execute the cell again"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "ssts = np.arange(265,315.1,5)\n",
+ "ssts = ssts.astype(float)\n",
+ "tempmaxcld_interpq = tempmaxcld_interpq.astype(float)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x400 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, axs = plt.subplots(1, 2)\n",
+ "fig.set_size_inches(12,4,forward=True)\n",
+ "slope=np.zeros(2)\n",
+ "for i in range(len(tempmax)):\n",
+ " axs[0].scatter(ssts[i], tempmaxcld_interpq[i], color=cols[i], label=ssts[i],s=140,zorder=9)\n",
+ " axs[1].scatter(ssts[i], tempmax_interpq[i], color=cols[i], label=ssts[i],s=140,zorder=9)\n",
+ "axs[0].set_title('Temperature at peak cloud fraction')\n",
+ "axs[1].set_title('Temperature at peak CRH')\n",
+ "for ax in axs.flat:\n",
+ " ax.set(xlabel='SST', ylabel='K')\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(265, 315)\n",
+ " \n",
+ "\n",
+ "# Linear regression using scipy.stats.linregress => only till SST=300K\n",
+ "slope[0], intercept, r_value, p_value, std_err = linregress(ssts[:], tempmaxcld_interpq)\n",
+ "regression_line1 = slope[0] * ssts + intercept\n",
+ "slope[1], intercept2, r_value2, p_value2, std_err2 = linregress(ssts[:], tempmax_interpq)\n",
+ "regression_line2 = slope[1] * ssts + intercept2\n",
+ "# Plotting the regression line\n",
+ "axs[0].plot(ssts, regression_line1, color='gray', linestyle='--', linewidth=1, label=f'Regression Line (R-squared = {r_value**2:.3f})')\n",
+ "axs[1].plot(ssts, regression_line2, color='gray', linestyle='--', linewidth=1, label=f'Regression Line (R-squared = {r_value**2:.3f})')\n",
+ "slope = slope.round(2)\n",
+ "for a,ax in enumerate(axs.flat):\n",
+ " ax.text(0.03, 0.6, 'slope='+ str(slope[a]),transform=ax.transAxes,fontsize=14,color='gray') \n",
+ " \n",
+ "#plt.savefig('/save-path/Fig_S3_peakCLD_CRH_temp_interp_cubic.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Calculate values needed for the prediction used in Fig. 2 (methods figure) and in Fig. 3\n",
+ "We are using:\n",
+ "1. predicted T_cloud peak based on the MADLR+SPM for reference SST=295 (moistadi_100[t][2] variable) + density of reference run too!\n",
+ "2. Assuming no change in temperature, find densities for same temperatures in all simulation\n",
+ "3. Compute the prediction"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Use the predicted value of rho, based on the cubic interpolation of simulated rho values from SAM L74 (standard RCEMIP simulation/vertical grid)\n",
+ "\n",
+ "We assume we know the T profile for the simulation at 295 K (our reference profile) and maximum temperature at peak CRH for simulation at 295 K"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "rho_isopredict = {}\n",
+ "for s,sst in enumerate(temps): #tempmax_interpq[6] = 231.3\n",
+ " rho_isopredict[sst] = rho_interpq['295'][find_nearest(moistadi_100[sst][2],tempmax_interpq[6])] "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Search for the shift - here done manually, assuming isothermal shift!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(170, 223, '315', 11.15, 8.5, 2.6500000000000004, 53)"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "find_nearest(moistadi_100['295'][2],tempmax_interpq[6]),find_nearest(moistadi_100['305'][2],\n",
+ " tempmax_interpq[6]),sst,zlev_int[223],zlev_int[170],zlev_int[223]-zlev_int[170],223-170"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Sensitivity test: Assume we perfectly know the temperature at peak CRH (gray dotted line in the method figure)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(170, 219, '315', 10.950000000000001, 8.5, 2.450000000000001, 49)"
+ ]
+ },
+ "execution_count": 25,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "find_nearest(moistadi_100['295'][2],tempmax_interpq[6]),find_nearest(moistadi_100['305'][2],\n",
+ " tempmax_interpq[8]),sst,zlev_int[219],zlev_int[170],zlev_int[219]-zlev_int[170],219-170"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure 2: Methods plot on the example of SAM 295 K (taken as reference) and 305 K simulations"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x800 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ncol = ['dodgerblue','crimson']\n",
+ "\n",
+ "# target vertical levels for the interpolation\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16,8,forward=True)\n",
+ "gs = gridspec.GridSpec(1,2,height_ratios=[1],width_ratios=2*[1])\n",
+ "ssts = ['295','305']\n",
+ "#ratio plots: 6x4 per subplot!\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "\n",
+ "altmax = np.zeros(len(ssts))\n",
+ "variables = ['temp','qrad']\n",
+ "for v,variable in enumerate(variables[:2]):\n",
+ " ax = fig.add_subplot(gs[0,v])\n",
+ "\n",
+ " #plt.text(0.12,0.95,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " # verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ " \n",
+ " for s,sst in enumerate(ssts):\n",
+ " # 1. open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{sst}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " # 2. interpolate to a finer, 50 m vertical grid using cubic interpolation\n",
+ " qrad = vertinterpolate(qrad,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " temp = vertinterpolate(temp,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " rho = vertinterpolate(rho,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ " iwc = vertinterpolate(iwc,alt/1e3,zlev_int,kind=\"cubic\",method='scipy')\n",
+ "\n",
+ " if v ==0:\n",
+ " temp295 = temp\n",
+ " plt.plot(temp, zlev_int,color=ncol[s],linewidth=3,linestyle='-')\n",
+ " plt.plot(moistadi_100['295'][2],moistadi_100['295'][0]/1e3,'dodgerblue',label='RH=90 hvtemp',linewidth=3,linestyle='--')\n",
+ " plt.plot(moistadi_100['305'][2],moistadi_100['295'][0]/1e3,'crimson',label='RH=90 hvtemp',linewidth=3,linestyle='--')\n",
+ " plt.xlim(195,320)\n",
+ " plt.xlabel('temperature [K]')\n",
+ " plt.ylabel('altitude [km]')\n",
+ "\n",
+ " plt.text(0.15,0.05,'T at CRH$_{max,SST=295K}$',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=16,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['bottom'].set_bounds(200,320)\n",
+ "\n",
+ " if s==0:\n",
+ " #arrow predicted shift\n",
+ " plt.arrow(x=-0+temp[np.nanargmax(qrad)], y=8.7, dx=0, dy=-0.2,color='k',linewidth=3,\n",
+ " head_length = 0.3, head_width = 2.5, length_includes_head = True,zorder=111)\n",
+ " plt.vlines(x=-0+temp[np.nanargmax(qrad)],ymin=8.5,ymax=10.9,linestyle='--', color = 'k',linewidth=3)\n",
+ " plt.arrow(x=-0+temp[np.nanargmax(qrad)], y=10.9, dx=0, dy=0.2,color='k',linewidth=3,\n",
+ " head_length = 0.3, head_width = 2.5, length_includes_head = True,zorder=111) \n",
+ " \n",
+ " else: #CRH Plot\n",
+ " qrad[temp>273.15]=np.nan\n",
+ " qrad[iwc<1e-8]=np.nan\n",
+ " altmax[s] = zlev_int[np.nanargmax(qrad)]\n",
+ "\n",
+ " plt.plot(qrad, zlev_int,color=ncol[s],linewidth=3,linestyle='-') #color=col[s],linewidth=1,linestyle='--') \n",
+ " plt.xlabel('cloud radiative heating [K day$^{-1}$]')\n",
+ " if s==0: #295 K\n",
+ " #1. isothermal CRH shift\n",
+ " #from altmax we know it's 2.65 km =53 indices here!! \n",
+ " gsam_shift=shift_elements(qrad,53,0) \n",
+ " gsam_shift[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift,zlev_int,'dodgerblue',linestyle=(0, (5, 5)),linewidth=3)\n",
+ "\n",
+ " #2. density factor \n",
+ " gsam_dens_shift=shift_elements(rho,53,0)\n",
+ " gsam_densfac=gsam_dens_shift/rho\n",
+ " gsam_densfac[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift*gsam_densfac,zlev_int,'dodgerblue',linestyle=':',linewidth=3)\n",
+ "\n",
+ " #2. assuming the inferred change in temp at peak CRH (0.28)\n",
+ " #from altmax we know it's 2.35 km =47 indices here!\n",
+ " gsam_shift=shift_elements(qrad,49,0) \n",
+ " gsam_shift[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ "\n",
+ " #2. density factor \n",
+ " gsam_dens_shift=shift_elements(rho,49,0)\n",
+ " gsam_densfac=gsam_dens_shift/rho\n",
+ " gsam_densfac[temp>273.15]=np.nan\n",
+ " gsam_shift[iwc<1e-8]=np.nan\n",
+ " plt.plot(gsam_shift*gsam_densfac,zlev_int,'gray',linestyle=':',linewidth=2)\n",
+ " \n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ " ax.tick_params(axis='y', which='major', pad=35)\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " \n",
+ " #arrow ideal shift\n",
+ " plt.arrow(x=1.02, y=10.8, dx=0, dy=0.2,color='k',\n",
+ " head_length = 0.5, head_width = 0.05, length_includes_head = True,zorder=111)\n",
+ " plt.vlines(x=1.02,ymin=8.5,ymax=11.,linestyle='--', color = 'k',linewidth=3.5)\n",
+ " #arrow intensity \n",
+ " plt.arrow(x=1.36, y=11.11, dx=0.015, dy=0.0,color='k',\n",
+ " head_length = 0.04, head_width = 0.5, length_includes_head = True,zorder=111)\n",
+ " plt.hlines(y=11.11,xmin=1.01,xmax=1.36,linestyle=':', color = 'k',linewidth=4)\n",
+ "\n",
+ " plt.ylim(0,18)\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ "#plt.savefig('/path-to-figure/Fig2_method_SAM295to305.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Figure 3: model-simulated cloud fraction, CRH. Panel c) shows the CRH prediction."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.02, 'Peak cloud radiative heating')"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1800x800 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure()\n",
+ "plt.rcParams.update({'font.size': 16})\n",
+ "fig.set_size_inches(18,8,forward=True)\n",
+ "pvars = ['CLD','CRH']\n",
+ "col = ['k','blue','deepskyblue','plum','g','limegreen','y','peru','orange','tomato','crimson']\n",
+ "\n",
+ "ssts = np.arange(265,315.1,5)\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "\n",
+ "# Format the ssts array with 3 significant digits\n",
+ "ssts = [f'{value:.3g}' for value in ssts]\n",
+ "\n",
+ "gs = fig.add_gridspec(1,30, height_ratios=[1], width_ratios=30*[1])\n",
+ "########################################################################################\n",
+ "# loop over the variables to plot\n",
+ "for v, pvar in enumerate(pvars):\n",
+ " ax = fig.add_subplot(gs[0,v*10:v*10+9])\n",
+ " currentAxis = plt.gca()\n",
+ " \n",
+ " # loop over the temperatures to plot\n",
+ " for t, temp in enumerate(temps):\n",
+ " # open the netCDF file and extract the data\n",
+ " data_2d = ncopen(path2d+f'RCE{temp}_P3_96x96x74_1km_rcemip.nc', varname, ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " temp = np.nanmean(data_2d['TABS'][-600:], axis=0)\n",
+ " rho = np.nanmean(data_2d['RHO'][-600:], axis=0)\n",
+ " iwc = np.nanmean(data_2d['QIA'][-600:], axis=0)*rho\n",
+ " if v==1:\n",
+ " qrad = np.nanmean(data_2d['RADQR'][-600:].squeeze() - data_2d['RADQRCLW'][-600:].squeeze() - data_2d['RADQRCSW'][-600:].squeeze(),axis=0)\n",
+ " plotvar = qrad\n",
+ " else:\n",
+ " plotvar = np.nanmean(data_2d[pvar][-600:], axis=0)\n",
+ " plt.plot(plotvar, temp, color=cols[t], linewidth=4, label=f'{varname} ({temp})')\n",
+ "\n",
+ " # set the plot limits and labels\n",
+ " plt.ylim(315, 185)\n",
+ "\n",
+ " vertticks = [300,280,260,240,220,200]\n",
+ " plt.axvline(0, color='k', linewidth=0.75)\n",
+ "\n",
+ " if v==1:\n",
+ " plt.title('Cloud radiative heating',y=1.02)\n",
+ " plt.xlabel('[K day$^{-1}$]')\n",
+ " \n",
+ " plt.yticks([])\n",
+ " plt.plot([0,0,0,0,0,0],[vertticks[i] for i in range(0,6)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " \n",
+ " if v==0:\n",
+ " currentAxis.spines['bottom'].set_bounds(0.,0.8)\n",
+ " currentAxis.spines['left'].set_visible(False)\n",
+ "\n",
+ " plt.title('Cloud fraction',y=1.02)\n",
+ " plt.xlabel('[1]')\n",
+ " plt.ylabel('temperature [K]')\n",
+ " \n",
+ " plt.plot([0,0,0,0,0,0],[vertticks[i] for i in range(0,6)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ "\n",
+ " plt.text(-0.11,1.08,'a)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ " \n",
+ "\n",
+ " \n",
+ " currentAxis.spines['left'].set_visible(False)\n",
+ " currentAxis.spines['top'].set_visible(False)\n",
+ " currentAxis.spines['right'].set_visible(False)\n",
+ "\n",
+ "plt.text(-0.11,1.08,'b)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "############################################################################################################################\n",
+ "#PLOT 2\n",
+ "\n",
+ "#dictionary to array transformation\n",
+ "rho_isopredict0 = np.array(list(rho_isopredict.values()))\n",
+ "rho_isopredict1=rho_isopredict0.reshape((11,1))\n",
+ "dfdz = qradmax_interpq*rhomax_interpq*1004\n",
+ "predict = dfdz[6]*1/rho_isopredict0/1004 #usign predicted rho values\n",
+ "predict2 = dfdz[6]*1/rhomax_interpq/1004 #knowing perfect density value\n",
+ "\n",
+ "dfdz_p= dfdz.reshape((11,1))\n",
+ "relanom =np.copy(dfdz)\n",
+ "for i in range(len(dfdz)):\n",
+ " relanom[i] = 100*(dfdz[i] -dfdz_p[6])/dfdz_p[6]\n",
+ "relanom=relanom.reshape((11,1))\n",
+ "\n",
+ "rhoanom=np.copy(dfdz)\n",
+ "#for i in range(len(dfdz)):\n",
+ "for i,sst in enumerate(temps): \n",
+ " rhoanom[i] = 100*(rho_isopredict[sst]-rhomax_interpq[i])/rhomax_interpq[i]\n",
+ "rhoanom=rhoanom.reshape((11,1))\n",
+ "\n",
+ "\n",
+ "cols = plt.cm.plasma(np.linspace(0, 1, len(ssts)+1))\n",
+ "b=[]\n",
+ "ax = fig.add_subplot(gs[0,21:30])\n",
+ "for i in range(len(qradmax_interpq)):\n",
+ " plt.scatter(qradmax_interpq[i], predict[i], color='k', label=ssts[i],s=250)\n",
+ " b.append(plt.scatter(qradmax_interpq[i], predict[i], color=cols[i+1], label=ssts[i],s=190))\n",
+ "plt.ylabel('predicted [K day$^{-1}$]')\n",
+ "plt.xlabel('computed by the model [K day$^{-1}$]')\n",
+ "plt.plot(qradmax_interpq,qradmax_interpq,color='k',linewidth=0.5)\n",
+ "plt.xlim(0.58,1.4)\n",
+ "legend=plt.legend(b,ssts,fontsize=16,bbox_to_anchor=(0.35, 0.96))\n",
+ "for lh in legend.legendHandles:\n",
+ " lh.set_edgecolor('black')\n",
+ "\n",
+ "plt.text(0.74,2.25,'SST',fontsize=15)\n",
+ "#add a table with the values of dF/dz term:---------------------------\n",
+ "clevs = np.arange(-58,59,4)\n",
+ "tabnorm = colors.BoundaryNorm(clevs, ncolors=256, clip=False)\n",
+ "tcols = plt.cm.RdBu_r(tabnorm(relanom))\n",
+ "\n",
+ "tcols2 = plt.cm.RdBu(tabnorm(rhoanom)) #density too small => value too large and vice versa!\n",
+ "\n",
+ "currentAxis = plt.gca()\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "currentAxis.spines['bottom'].set_bounds(0.6,1.4)\n",
+ "\n",
+ "plt.text(-0.11,1.08,'c)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=20,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ "########################---------------end-------------------------------\n",
+ "plt.title('Peak cloud radiative heating',fontsize=18,y=1.02)\n",
+ "#plt.savefig('/save-to-files/Fig3_SAM_CLD_CRH_rho295K_prediction.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "Do some statistics: calculate correl coeff and RMSE"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Correlation coefficient (r): 0.9134937868193864\n",
+ "Root Mean Square Error (RMSE): 0.31475808853059034\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.metrics import mean_squared_error\n",
+ "\n",
+ "# calculate the correlation coefficient (r)\n",
+ "r = np.corrcoef(qradmax_interpq, predict)[0, 1]\n",
+ "print(f'Correlation coefficient (r): {r}')\n",
+ "\n",
+ "# calculate the root mean square error (RMSE)\n",
+ "rmse = np.sqrt(mean_squared_error(qradmax_interpq, predict))\n",
+ "print(f'Root Mean Square Error (RMSE): {rmse}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Correlation coefficient (r): 0.9797640436309253\n",
+ "Root Mean Square Error (RMSE): 0.1381532448839551\n"
+ ]
+ }
+ ],
+ "source": [
+ "# calculate the correlation coefficient (r)\n",
+ "r = np.corrcoef(qradmax_interpq[1:-1], predict[1:-1])[0, 1]\n",
+ "print(f'Correlation coefficient (r): {r}')\n",
+ "\n",
+ "# calculate the root mean square error (RMSE)\n",
+ "rmse = np.sqrt(mean_squared_error(qradmax_interpq[1:-1], predict[1:-1]))\n",
+ "print(f'Root Mean Square Error (RMSE): {rmse}')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/Fig4_zenodo_RCEMIP-CIRS_profiles.ipynb b/scripts/scripts_plotting/Fig4_zenodo_RCEMIP-CIRS_profiles.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..8786e5784a1ec9dc62a1a312c501068db3a4ae3e
--- /dev/null
+++ b/scripts/scripts_plotting/Fig4_zenodo_RCEMIP-CIRS_profiles.ipynb
@@ -0,0 +1,321 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Fig 2: CRH increases despite decreases in cloud fraction and cloud ice in RCEMIP;\n",
+ "similar CRH behavior from satellite data regressed onto SST anomalies"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker\n",
+ "import xarray as xr\n",
+ "from matplotlib.patches import Rectangle\n",
+ "plt.rcParams.update({'font.size': 20}) #all to 18 if not specified other\n",
+ "\n",
+ "\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import scipy.stats\n",
+ "path = '../../data/observations/'\n",
+ "ds = xr.open_dataset(path+ 'profiles_15S_15N__180W_180E.nc')\n",
+ "pdjj = pd.read_csv(path+'sst_NOAA_OIsst.csv', header=[0], index_col=0)\n",
+ "\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "crh[:,0:2] = np.nan #values close to surface not trustworthy -> remove them\n",
+ "levels = ds['altitude'].values\n",
+ "\n",
+ "#####regression here############\n",
+ "slope_all =[]\n",
+ "for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)\n",
+ "#####regression stop##############"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#USE ONLY CRMS + SP GCMS, don't take GCM values!\n",
+ "crms = [0,1,2,3,4,5,6,7,12,13,17,14,15]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2028929/2923403746.py:23: RuntimeWarning: All-NaN slice encountered\n",
+ " plt.fill_betweenx(levels,np.nanmin(crh,axis=0), np.nanmax(crh,axis=0),facecolor='forestgreen',alpha=0.09,\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 3000x650 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "variables = ['hr_acre','cloud_fraction',\n",
+ " 'ice_water_content']\n",
+ "names = ['cloud radiative heating','cloud fraction','ice water content']\n",
+ "\n",
+ "units = ['K day$^{-1}$','','kg m$^{-3}$','kg/kg']\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "b=[]\n",
+ "\n",
+ "#transform QI to IWC:\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(30,6.5,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ "\n",
+ " if v==0: #CIRS obs of CRH\n",
+ " b.append(plt.plot(np.mean(crh,axis=0),levels,color='forestgreen',linewidth=1.5)[0])\n",
+ " plt.fill_betweenx(levels,np.nanmin(crh,axis=0), np.nanmax(crh,axis=0),facecolor='forestgreen',alpha=0.09,\n",
+ " label='min to max from interannual variab') \n",
+ "\n",
+ " for s,sst in enumerate(ssts):\n",
+ " if s==1:\n",
+ " pass\n",
+ " else:\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ " plotvar = (plotvar0.median(axis=0)).values\n",
+ " b.append(plt.plot(plotvar[s], ds1['alt'].values,color=col[s],linewidth=3,linestyle='-')[0])\n",
+ "\n",
+ " plot_1quartile = (plotvar0.quantile(0.25,dim='model')).values\n",
+ " plot_3quartile = (plotvar0.quantile(0.75,dim='model')).values\n",
+ " plt.plot(plot_1quartile[s], ds1['alt'].values,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.plot(plot_3quartile[s], ds1['alt'].values,color=col[s],linewidth=0.3,linestyle='-')\n",
+ " plt.fill_betweenx(ds1['alt'].values,plot_3quartile[s], plot_1quartile[s],facecolor=col[s],alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18) \n",
+ "\n",
+ " plt.text(0.0,1.08,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " plt.xlabel(units[v])\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " xlow=[-0.2,0,0]\n",
+ " xhigh=[1,0.2,7e-6]\n",
+ " ax.set_xlim(xlow[v],xhigh[v])\n",
+ "\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticks([])\n",
+ " if v==1:\n",
+ " ax.xaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:.2f}\"))\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " leg = plt.legend(b,['CIRS-ML','SST295','SST305'],fontsize=28,frameon=False,handlelength=0,markerscale=0,labelspacing=0.07,bbox_to_anchor=(0.6,0.4))#prop=legend_properties)\n",
+ " legcolor(leg) #function legend text color!!!\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((0.55, 2), 0.07, 5,color='white',alpha=1))#white shading over legend dots\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02) \n",
+ "#plt.savefig('path-to-figures/Fig2abc_RCE_large_and_CIRS_noGCM.pdf',bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "HERE ANOMALIES OF THE SAME QUANTITIES"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.07, 'Changes: 305-295K simulations and linear regression')"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ "<Figure size 3000x650 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "units = ['K day$^{-1}$ K$^{-1}$','K$^{-1}$','kg m$^{-3}$ K$^{-1}$']\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "b=[] #for legend\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(30,6.5,forward=True)\n",
+ "\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ "\n",
+ " if v==0:\n",
+ " ##############################################################\n",
+ " #observations\n",
+ " #crh\n",
+ " #linear regression\n",
+ " slope_all =[]\n",
+ " for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)\n",
+ " #linear regression stop\n",
+ " b.append(plt.plot(slope_all, levels, color='forestgreen',linewidth=2.5)[0])\n",
+ " plt.fill_betweenx(levels,slope_all-se, slope_all+se,facecolor='forestgreen',alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ " ############################################################\n",
+ "\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ " plotvar_med = (plotvar0.median(axis=0)).values/10\n",
+ " plot_1quartile = (plotvar0.quantile(0.25,dim='model')).values/10\n",
+ " plot_3quartile = (plotvar0.quantile(0.75,dim='model')).values/10 \n",
+ " b.append(plt.plot(plotvar_med[2]-plotvar_med[0], ds1['alt'].values,color='k',linewidth=3,linestyle='-')[0])\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "\n",
+ " plt.xlabel(units[v])\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " xlow=[-0.04,-0.008,-4e-7]\n",
+ " xhigh=[0.08,0.012,3e-7]\n",
+ " ax.set_xlim(xlow[v],xhigh[v])\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticks([])\n",
+ " if v==1:\n",
+ " ax.get_xaxis().set_ticks([-0.008,-0.004,0.,0.004,0.008,0.012])\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " leg = plt.legend(b,['CIRS-ML','RCEMIP'],fontsize=28,frameon=False,handlelength=0,labelspacing=0.07,bbox_to_anchor=(0.6,0.45))#prop=legend_properties)\n",
+ " legcolor(leg) #function legend text color!!! \n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((0.035, 2.5), 0.007, 5,color='white',alpha=1))#white shading over legend dots \n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ "\n",
+ " plt.text(0.0,1.08,abc[v+3]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ "plt.suptitle('Changes: 305-295K simulations and linear regression',size=25,y=1.07)\n",
+ "#plt.savefig('/path-to-figures/Fig2def_ANOMALIES_RCElarge_CIRS_perK_noGCM.pdf',bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/Fig5_zenodo_rcemip_scatter_prediction.ipynb b/scripts/scripts_plotting/Fig5_zenodo_rcemip_scatter_prediction.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..5f3a1392d2b58ea97cacadfba5b30324eadd0f34
--- /dev/null
+++ b/scripts/scripts_plotting/Fig5_zenodo_rcemip_scatter_prediction.ipynb
@@ -0,0 +1,1239 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "90d6ac7c-4f00-4c07-94f4-0cae79b9ad03",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import scipy.interpolate\n",
+ "from scipy import stats\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import ticker"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d390c53b-1bfb-48a0-a934-6eeaa2639c70",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions first"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "58c73c32-b17a-45c4-9bfe-9ddfa909d046",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind='linear',method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower. Based on Aiko Voigt's interpolation script.\"\"\"\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ " return var_int"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "b8a9704b-2f03-42a9-8d29-e48bb8afc9b9",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "1d2f0897-0076-42ae-a25d-57625d32a68a",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "id": "bf4a7850-cef2-4fc7-9d5b-d9f0b46e296a",
+ "metadata": {},
+ "source": [
+ "Some functions that we need for moist adiabatic lapse rate computation and temperature profiles"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "2167498c-03a9-4d46-b4ce-6b58e2062e0f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071)) #*100.\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "365f067b-9fd6-4f0c-b3f4-a7d432667e2f",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaž Gasparini (University of Vienna)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "3eddb463-43f8-4f1d-804b-637c92e3a899",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#SPM-specific functions\n",
+ "import aes_thermo_ice2_less as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "#-----------------------\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "d78ed834-5b94-4088-a935-132e16d7c34a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The plume model is solved using the modified Euler method, which is a second-order\n",
+ " method that combines forward Euler and the trapezoidal rule. The modified Euler\n",
+ " method is more accurate than forward Euler and more efficient than the trapezoidal\n",
+ " rule.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "6e40883a-78ce-4473-8ef7-9a44e16e71ba",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ " #global ztop_conv\n",
+ " # some predefined values: eps0=3.e-4; # 0.3 km-1\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "c5765d47-6de6-48b6-8a77-fc0230587d67",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ "\n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "da0e301b-501b-4f48-9612-dcea7f67b391",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Peter Blossey's script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "50745342-874e-4837-b11b-881358ccfa14",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "b909cbe8-294f-4ca5-a251-eb253ea02a83",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "48cee906-b615-4fac-bfe0-d728b26d88bc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " #Hv = 2257000. # heat of vaporisation of water\n",
+ " Hv = 2501000. # from wiki and metpy\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ "\n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes, not for this work!\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (fixed at 1 for this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? is this for use with isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ " #######This is computed only for DRY ADIABATS########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor;NOT USED in this work! (i.e. set always to 1)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " \n",
+ " ############HERE MOIST ADIABATS######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work!)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ "\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "70e12feb-a4cf-4086-a1a7-a4b70045e919",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#here calculate convective cloud top for different SST values, from 265 to 315 K\n",
+ "#sort of tuning to the values we see in the simulation; but largely using common sense here\n",
+ "\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "7b91abc3-bd2b-40ca-8e54-2ac19485e8f9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "arr_rcemip = arr[6:9] #use only only 295-305 K range for RCEMIP"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "bb5300e9-c86d-4914-8a82-ed9634d7e23d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_850607/1110380331.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(295,305.1,5)\n",
+ "temps = ['295','300','305']\n",
+ "#ztop_sst = np.arange(2000,17000.1,1500)\n",
+ "#ztop_sst= np.arange(2000,20000.1,1800) #BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000) #OK, simple to think of it!\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr_rcemip #np.linspace(500, 2000, 10) #linear ramp BEST !\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "50f6c290-f2b5-44a7-af9a-84208a784375",
+ "metadata": {},
+ "source": [
+ "1. Latent heat of condensation temp dependent => does make a difference! check again - small!!!???\n",
+ "2. Move from water to ice saturation at some temp => would flatten it, make it cool more in the upper tropo (but maybe 1 K difference only): as it goes in the wrong direction, omitting it here\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "ba79ebe8-6868-42d6-bd77-c44b2ddbfe2c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['k','orange','crimson']\n",
+ "\n",
+ "variables = ['temperature']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d410922a-ff98-45ea-af7f-8703b48a95d9",
+ "metadata": {},
+ "source": [
+ "Now regrid RCEMIP-simulated profiles to finer vertical levels, 50 m spacing before doing the prediction, using cubic interpolation\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "317d775f-8130-402d-85a0-7eea50d88d35",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# target vertical levels\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "ssts = ['295','300','305']\n",
+ "models = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "variables = ['hr_acre','ice_mixing_ratio','cloud_fraction','density','temperature']\n",
+ "\n",
+ "ds1['ice_water_content'] = ds1['ice_mixing_ratio']*ds1['density']\n",
+ "\n",
+ "#1.) filter and regrid ACRE \n",
+ "dataint={} \n",
+ "data_ice={}\n",
+ "data_temp={}\n",
+ "for v,variable in enumerate(variables):\n",
+ " dataint[variable]={}\n",
+ " for m,model in enumerate(models):\n",
+ " #print(model)\n",
+ " dataint[variable][model]={}\n",
+ " data_ice[model]={}\n",
+ " data_temp[model]={}\n",
+ " for s,sst in enumerate(ssts):\n",
+ " dataint[variable][model][sst]={}\n",
+ " data_ice[model][sst]={}\n",
+ " data_temp[model][sst]={}\n",
+ " rho0=ds1['density'][m][s].values\n",
+ " temp0 = ds1['temperature'][m][s].values\n",
+ " ice0=ds1['ice_mixing_ratio'][m][s].values*rho0\n",
+ " alt0=ds1['alt'].values\n",
+ "\n",
+ " plotvar = (ds1[variable][m,s]).values\n",
+ "\n",
+ " if variable=='density':\n",
+ " pass\n",
+ " else:\n",
+ " plotvar[temp0>273] = np.nan\n",
+ " plotvar[ice0<1e-8] = np.nan\n",
+ "\n",
+ " alt = alt0[~np.isnan(plotvar)]\n",
+ " plotvar = plotvar[~np.isnan(plotvar)]\n",
+ "\n",
+ " if variable=='density': #we don't want to limit density profiles!\n",
+ " acre_interp = vertinterpolate(plotvar,alt0,zlev_int,kind='cubic',method='scipy')\n",
+ " else:\n",
+ " acre_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ " if v==0:\n",
+ " qrad_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ "\n",
+ " #now do the nan to 0 to avoid problems/weird outcomes later when doing subtractions#\n",
+ " acre_interp = np.nan_to_num(acre_interp, nan=0)\n",
+ "\n",
+ " dataint[variable][model][sst]=acre_interp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "aeefc3f7-4843-438b-9927-dddc8ae26e2e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 MESONH\n",
+ "1 NICAM\n",
+ "2 SAM_CRM\n",
+ "3 SAM_GCRM\n",
+ "4 SCALE\n",
+ "5 dam\n",
+ "6 MPAS\n",
+ "7 UCLA-CRM\n",
+ "8 CAM5_GCM\n",
+ "9 CAM6_GCM\n",
+ "10 CNRM-CM6-1\n",
+ "11 GEOS_GCM\n",
+ "12 ICON_LEM_CRM\n",
+ "13 ICON_NWP_CRM\n",
+ "14 SP-CAM\n",
+ "15 SPX-CAM\n",
+ "16 UKMO-GA7.1\n",
+ "17 CM1\n"
+ ]
+ }
+ ],
+ "source": [
+ "temp_anom_best = np.zeros(len(models))\n",
+ "alt_cold = np.zeros(len(models))\n",
+ "temp_cold= np.zeros(len(models))\n",
+ "alt_warm = np.zeros(len(models))\n",
+ "isot_alt_shift = np.zeros(len(models))\n",
+ "isot_alt_shift_adiab = np.zeros(len(models))\n",
+ "\n",
+ "dens_cold=np.zeros(len(models))\n",
+ "dens_fac = np.zeros(len(models))\n",
+ "\n",
+ "alt_cold_ad = np.zeros(len(models))\n",
+ "alt_warm_ad = np.zeros(len(models))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " print(m,model)\n",
+ " alt_cold[m] = np.nanargmax(dataint['hr_acre'][model]['295'])*50 #alt in m (spacing is 50 m)\n",
+ " temp_cold[m] = dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " temp_anom_best[m]= dataint['temperature'][model]['305'][np.nanargmax(dataint['hr_acre'][model]['305'])] - dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " alt_warm[m] = find_nearest(dataint['temperature'][model]['305'],temp_cold[m]) * 50 #alt in meters\n",
+ " isot_alt_shift[m] = alt_warm[m] - alt_cold[m]\n",
+ " #NOTE: moistadi_100_295[2]+deltaT295 = outcome of Spectral Plume Model\n",
+ "\n",
+ " alt_cold_ad[m] = find_nearest(moistadi_100['295'][2],temp_cold[m]) * 50\n",
+ " alt_warm_ad[m] = find_nearest(moistadi_100['305'][2],temp_cold[m]) * 50\n",
+ " isot_alt_shift_adiab[m] = alt_warm_ad[m] - alt_cold_ad[m]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "ebae5cc6-a191-417f-9fd8-4df2a7eec2a4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "###################################\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx] #turn the order"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "bbc58e3d-af61-4f95-b106-f0664a4e85f0",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_850607/385657146.py:37: RuntimeWarning: invalid value encountered in true_divide\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295']\n"
+ ]
+ }
+ ],
+ "source": [
+ "ph_cold_s3 = np.zeros((len(models),481)) # shifted CRH profile using physical predictive method\n",
+ "\n",
+ "densfac_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "cold_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "warm_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "\n",
+ "predicted_acre= np.zeros((len(models),481)) # predicted acre profile using isothermal shift and density factor\n",
+ "predicted_acremax=np.zeros(len(models))\n",
+ "predicted_acremax_nodens=np.zeros(len(models))\n",
+ "\n",
+ "rms = np.zeros(len(models))\n",
+ "rms_shift_ad = np.zeros(len(models))\n",
+ "rms_densfac_ad = np.zeros(len(models))\n",
+ "rms_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "e_shift_ad = np.zeros(len(models))\n",
+ "e_densfac_ad = np.zeros(len(models))\n",
+ "e_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "rms_all = np.zeros((len(models),2))\n",
+ "e_all = np.zeros((len(models),2))\n",
+ "e_all_expl = np.zeros((len(models),2))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " #print(m,model)\n",
+ " cold = dataint['hr_acre'][model]['295']\n",
+ " cold_all[m,:] = cold\n",
+ " warm = dataint['hr_acre'][model]['305']\n",
+ " warm_all[m,:] = warm\n",
+ "\n",
+ " #here done based on physical assumptions of isothermal shift\n",
+ " index3 = int(isot_alt_shift_adiab[m]/50 )\n",
+ " ph_cold_s=shift_elements(cold,index3,0) \n",
+ " ph_cold_s3[m]=ph_cold_s\n",
+ "\n",
+ " dens_shift3=shift_elements(dataint['density'][model]['295'],index3,0)\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295'] \n",
+ " densfac_all[m,:] = densfac3\n",
+ " \n",
+ " #predicted ACRE:\n",
+ " predicted_acre[m] = ph_cold_s3[m]*densfac_all[m]\n",
+ " predicted_acremax[m] = np.nanmax(ph_cold_s3[m]*densfac_all[m])\n",
+ " predicted_acremax_nodens[m] = np.nanmax(ph_cold_s3[m])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "23cbcd43-cae9-4163-9173-69233693423a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Define colors of models used later in plot\n",
+ "cols = plt.cm.Spectral(np.linspace(0, 1, len(models)-5))\n",
+ "cols2 = ['deepskyblue','royalblue']\n",
+ "cols3 = plt.cm.Purples(np.linspace(0, 1, len(models)-12))\n",
+ "plt.rcParams.update({'font.size': 16}) #all to 16 if not specified other"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "550305ac-26ba-432b-8b2b-2c069805532e",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "SP-CAM\n",
+ "SPX-CAM\n",
+ "13\n",
+ "no gcms\n",
+ "14\n",
+ "no gcms\n",
+ "15\n",
+ "no gcms\n",
+ "16\n",
+ "no gcms\n",
+ "17\n",
+ "no gcms\n",
+ "13\n",
+ "14\n",
+ "15\n",
+ "16\n",
+ "17\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.01, 'Peak upper tropospheric CRH')"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1320x600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "###################################\n",
+ "mmm2 = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6','GEOS_GCM','ICON_LEM','ICON_NWP','SP-CAM','SPX-CAM','UKMO-GA7','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models2 = mmm2[idx] #turn the order\n",
+ "\n",
+ "b=[]\n",
+ "fig = plt.figure()\n",
+ "\n",
+ "fig.set_size_inches(13.2,6,forward=True)\n",
+ "gs = gridspec.GridSpec(1,20,height_ratios=[1],width_ratios=20*[1])\n",
+ "\n",
+ "simulated_acremax2 = np.zeros((18))\n",
+ "delta_sim = np.zeros((18))\n",
+ "delta_pred = np.zeros((18))\n",
+ "delta_pred_nod = np.zeros((18))\n",
+ "ax = fig.add_subplot(gs[0,0:9])\n",
+ "for m,model in enumerate(models):\n",
+ " simulated_acremax = np.nanmax(warm_all[m])\n",
+ " simulated_acremax2[m] = np.nanmax(warm_all[m])\n",
+ " simulated_acremax = np.nanmax(warm_all[m])\n",
+ " simulated_acremax2[m] = np.nanmax(warm_all[m])\n",
+ " delta_sim[m] = np.nanmax(warm_all[m])-np.nanmax(cold_all[m,:])\n",
+ " delta_pred[m] = predicted_acremax[m]-np.nanmax(cold_all[m,:])\n",
+ " delta_pred_nod[m] = predicted_acremax_nodens[m]-np.nanmax(cold_all[m,:])\n",
+ " \n",
+ " if m<11:\n",
+ " plt.scatter(delta_sim[m], delta_pred[m],color='k',label=model,s=175)\n",
+ " b.append(plt.scatter(delta_sim[m], delta_pred[m],color=cols[m],label=model,s=110))\n",
+ " \n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color='k',label=model,s=100)\n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color=cols[m],label=model,s=60) \n",
+ " if (m>10) and (m<13):\n",
+ " print(model)\n",
+ " b.append(plt.scatter(delta_sim[m], delta_pred[m],color=cols[m],label=model,s=175))\n",
+ " plt.scatter(delta_sim[m], delta_pred[m],color='k',label=model,s=40)\n",
+ "\n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color=cols[m],label=model,s=100) \n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color='k',label=model,s=30)\n",
+ " \n",
+ " if (m>12):\n",
+ " print(m)\n",
+ " print('no gcms')\n",
+ "\n",
+ " plt.ylabel('predicted $\\Delta$CRH [K day$^{-1}$]')\n",
+ " plt.xlabel('$\\Delta$CRH computed by the model [K day$^{-1}$]')\n",
+ " plt.plot( [-1.0,1],[-1,1], color='gray',linewidth=0.5,linestyle=':',zorder=999)\n",
+ "\n",
+ " plt.xlim(-0.3,0.68)\n",
+ " plt.ylim(-0.3,0.68)\n",
+ "\n",
+ "plt.title('CRMs',fontsize=20,y=1.02)\n",
+ "ax.spines['right'].set_visible(False)\n",
+ "ax.spines['top'].set_visible(False)\n",
+ "\n",
+ "plt.text(0.05,1.04,'a)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ "plt.text(0.28, 0.12, 'RMSE prediction shift+density: 0.13', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=14, color='k')\n",
+ "plt.text(0.28, 0.05, 'RMSE prediction upward shift: 0.26', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=14, color='k')\n",
+ "\n",
+ "ax = fig.add_subplot(gs[0,11:20])\n",
+ "for m,model in enumerate(models):\n",
+ " \n",
+ " if (m>12):\n",
+ " print(m)\n",
+ " plt.scatter(delta_sim[m], delta_pred[m],marker='o',color='k',label=model,s=175)\n",
+ " b.append(plt.scatter(delta_sim[m], delta_pred[m],marker='o',label=model,color=cols3[1+m-14],s=110))\n",
+ " \n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color='k',label=model,s=100)\n",
+ " plt.scatter(delta_sim[m], delta_pred_nod[m],marker='X',color=cols3[1+m-14],label=model,s=60) \n",
+ "\n",
+ "\n",
+ " plt.xlabel('$\\Delta$CRH computed by the model [K day$^{-1}$]')\n",
+ " plt.plot( [-0.7,0.7],[-0.7,0.7], color='gray',linewidth=0.5,linestyle=':')\n",
+ " plt.xlim(-0.3,0.68)\n",
+ " plt.ylim(-0.3,0.68)\n",
+ "\n",
+ "plt.title('GCMs',fontsize=20,y=1.02)\n",
+ "ax.spines['right'].set_visible(False)\n",
+ "ax.spines['top'].set_visible(False)\n",
+ "\n",
+ "plt.text(0.84, 0.99, '1:1 line', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=12, color='gray', rotation=44)\n",
+ "\n",
+ "plt.text(0.28, 0.12, 'RMSE prediction shift+density: 0.32', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=14, color='k')\n",
+ "plt.text(0.28, 0.05, 'RMSE prediction upward shift: 0.18', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=14, color='k')\n",
+ "\n",
+ "plt.text(0.05,1.04,'b)',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ "legend = plt.legend(b, models, fontsize=12, framealpha=1, bbox_to_anchor=(1.05, 1), loc='upper left')\n",
+ "for lh in legend.legendHandles:\n",
+ " lh.set_edgecolor('black')\n",
+ "\n",
+ "plt.suptitle('Peak upper tropospheric CRH',fontsize=22,y=1.01)\n",
+ "\n",
+ "#plt.savefig('/path-to-file/Fig5_RCEMIP_w_prediction.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6df8ccf1-b1f2-4425-bc78-8ca75ba053f5",
+ "metadata": {},
+ "source": [
+ "The following two cells calculate the RMSE for CRMs only and for GCMs only using just the vertical shift and the shift+density adjustment"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "0d0bff83-f487-44a1-91cd-6977c14762cb",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.12794054353515444, 0.2603348469300559)"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#CRMs\n",
+ "np.sqrt(np.mean((delta_sim[0:13]-delta_pred[0:13])**2)),np.sqrt(np.mean((delta_sim[0:13]-delta_pred_nod[0:13])**2))\n",
+ "\n",
+ "#CRMs without mean (just for making sure all is right)\n",
+ "np.sqrt(np.sum((delta_sim[0:13]-delta_pred[0:13])**2)/13),np.sqrt(np.sum((delta_sim[0:13]-delta_pred_nod[0:13])**2)/13)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "967d747b-64a8-4e65-bbb4-ea5548c7737c",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.32154430634681225, 0.17807498275068576)"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#GCMs\n",
+ "np.sqrt(np.mean((delta_sim[13:19]-delta_pred[13:19])**2)),np.sqrt(np.mean((delta_sim[13:19]-delta_pred_nod[13:19])**2))"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/scripts_plotting/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud.ipynb b/scripts/scripts_plotting/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..4f0814f29398b4100a2168fd72995f78e6d07513
--- /dev/null
+++ b/scripts/scripts_plotting/GRL_Fig1+SUPPLpresure_zenodo_radiative_transfer_cloud.ipynb
@@ -0,0 +1,2405 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "from matplotlib.colors import LogNorm\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some basic helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#from old sam module, sam.ncopen\n",
+ "import netCDF4\n",
+ "def ncopen(filename, varnames, ind=slice(None)):\n",
+ " \"open ncfiles and load selected variables\"\n",
+ "\n",
+ " if type(varnames) == str:\n",
+ " varnames = [varnames]\n",
+ "\n",
+ " data = {}\n",
+ "\n",
+ " #ncfile = netCDF4.Dataset(filename)\n",
+ " if type(filename) == str:\n",
+ " ncfile = netCDF4.Dataset(filename)\n",
+ " else:\n",
+ " ncfile = netCDF4.MFDataset(filename)\n",
+ "\n",
+ "\n",
+ " # load coords\n",
+ " nind = ind if type(ind) == list else [ind]+3*[slice(None)]\n",
+ " n = 0\n",
+ " for coord in ['time','z','y','x']:\n",
+ " try:\n",
+ " data[coord] = ncfile.variables[coord][nind[n]]\n",
+ " n += 1\n",
+ " except (KeyError):\n",
+ " #print('no {} dimension in file'.format(coord))\n",
+ " pass\n",
+ "\n",
+ " #load variables\n",
+ " for var in varnames:\n",
+ " #print(ind)\n",
+ " data[var] = ncfile.variables[var][ind]\n",
+ "\n",
+ " return data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Note for SAM output: the variable RADQRC is DIAGNOSTIC!\n",
+ "RADQRCLW and RADQRCSW are taken directly from the code, so better use those variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "plt.rcParams.update({'font.size': 22}) #all to 22 if not specified other\n",
+ "\n",
+ "#####IWP vs cloud cover plot#############\n",
+ "path2d ='../../data/radiative-transfer-model/' \n",
+ "path2d ='/jetfs/scratch/bgasparini/DATA/SAM/cld_mid_domain/2D_acre/' \n",
+ "varname = ['p','z','TABS','RADQR','RADQRLW','RADQRSW','SWNTOA','LWNTOA','LWNTOAC','SWNTOAC','LWNT','LWNS','LWDS','RADLWUP','RADLWDN',\n",
+ " 'RADSWUP','RADSWDN','CLD','RHO','RADQRCLW','RADQRCSW','RADQRC','QI']\n",
+ "\n",
+ "names = ['9p5-11p5km','12p25-14p25km'] #base temp 0.8 K warmer in the 305K case\n",
+ "\n",
+ "temps = ['295','305']\n",
+ "\n",
+ "col = ['k','crimson','dodgerblue','c']\n",
+ "\n",
+ "var = ['RADQR','RADQRLW','RADQRSW'] #full sky\n",
+ "cvar = ['RADQRCLW','RADQRCLW','RADQRCSW'] #clear sky \n",
+ "\n",
+ "\n",
+ "vvars = ['NET','LW','SW']\n",
+ "left = [0,10]\n",
+ "right = [9,19]\n",
+ "\n",
+ "y1 = [9.5,12.25]\n",
+ "y2 = [11.5,14.25]\n",
+ "cod = ['SST=295','SST=305']\n",
+ "#############################\n",
+ "abc = ['a','b','c','d','e','f']\n",
+ "##################################"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "15500.0\n",
+ "0 [5026.3154, 9500, 11500, 20000]\n",
+ "[36, 54, 62, 96] [ 5026.3154 9500. 11500. 20000. ]\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n",
+ "17000.0\n",
+ "1 [5026.3154, 12250, 14250, 20000]\n",
+ "[36, 65, 73, 96] [ 5026.3154 12250. 14250. 20000. ]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, alt / 1000, color=col[v], linewidth=3)\n",
+ " plt.ylim(3, 20)\n",
+ " plt.xlim(-0.5, 10)\n",
+ "\n",
+ " plt.axvline(0, color='grey', linewidth=1.)\n",
+ " ax.get_xaxis().set_ticks([-2, 0, 2, 4, 6, 8, 10])\n",
+ " if t == 0:\n",
+ " plt.ylabel('altitude [km]', size=24)\n",
+ " ax.tick_params(axis='y', which='major', pad=15)\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " plt.text(0.965, 0.46, 'cloud', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=24, color='black')\n",
+ " if t == 1:\n",
+ " ax.get_yaxis().set_ticks([5, 10, 15, 20])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " leg = plt.legend(vvars, loc='best', fontsize=28, frameon=False, handlelength=0,\n",
+ " markerscale=0, labelspacing=0.07, bbox_to_anchor=(0.5, 0., 0.5, 0.5)) # prop=legend_properties)\n",
+ " legcolor(leg)\n",
+ " leg.set_zorder(0)\n",
+ " ax.add_patch(Rectangle((6, 6), 1.5, 5, color='white', alpha=1)) # white shading over legend dots\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, y1[t]), 10, 2, color='gray', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015)\n",
+ "\n",
+ " plt.text(0.2, 1.07, abc[t] + ')', transform=ax.transAxes, horizontalalignment='left',\n",
+ " verticalalignment='top', fontsize=24, color='black', bbox=dict(facecolor='white', edgecolor='none', pad=1))\n",
+ "\n",
+ " ax.spines['left'].set_position(('data', 0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-2., 10)\n",
+ "\n",
+ " # Create a twin y-axis for temperature\n",
+ " ax2 = ax.twinx()\n",
+ " ax2.set_ylim(3, 20)\n",
+ " ax2.set_xlim(-2, 10.3)\n",
+ " if t==1:\n",
+ " ax2.set_ylabel('temperature [K]', size=24)\n",
+ " ax2.tick_params(axis='y', which='major', pad=15)\n",
+ "\n",
+ " # Plot temperature values on the temperature y-axis\n",
+ " temp_values = temp = data_2d['TABS'][0].squeeze() # data_2d['TABS'][0].squeeze()\n",
+ " tminalt=alt[np.argmin(temp_values)]\n",
+ " print(tminalt)\n",
+ " # Set temperature values as y-axis tick labels\n",
+ " if t == 0:\n",
+ " alt1 = [5026.3154, 9500, 11500,20000]#tminalt]\n",
+ " else:\n",
+ " alt1 = [5026.3154, 12250, 14250, 20000]#tminalt]\n",
+ " alt2 = [val -3000 for val in alt1] #because axis starts at 3 km!\n",
+ " #print(alt2)\n",
+ " ax2.set_yticks(alt2) # Set tick locations based on altitude values\n",
+ " \n",
+ " \n",
+ " print(t,alt1)\n",
+ " alt_indices = [np.abs(alt - val).argmin() for val in alt1] # Convert alt1 values to indices\n",
+ " print(alt_indices,alt[alt_indices])\n",
+ " #alt_indices = [index - 14 for index in alt_indices] # Subtract 4 from each index\n",
+ " ax2.set_yticklabels([f'{temp_values[i]:.0f}' for i in alt_indices], fontsize=24)\n",
+ " \n",
+ " # Remove top and right plot boundary lines\n",
+ " ax2.spines['top'].set_visible(False)\n",
+ " ax2.spines['left'].set_visible(False)\n",
+ " ax2.spines['bottom'].set_bounds(-2., 10)\n",
+ " \n",
+ "\n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "##Same but in pressure space"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 47,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "max HR= 5.652413\n",
+ "max HR= 1.1478317\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n",
+ "max HR= 8.181584\n",
+ "max HR= 1.6121957\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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p05CcnIzp06dLPhXOzc3Fli1bsGXLFgAlPwfuv/9+vPnmm85F0Gs7q9WKMWPGONeeuuuuu3D33Xd7bHvrrbeidevWOH78ODIyMjBx4kQsWrRIUiwDAA4ePOhcd+66wsJCj9ecOXMmunbt6vHZPf/889i3bx/GjBmDc+fO4fz585g4cSLWrVtX7vsq/TN82LBhHKASUVAaNWqUz21Hjx7tDHSKoog9e/bg9ttvL/Mcjm+pruEYsvo1atQIAwcOLPN9l/7Zo9Vqy71m6Z9dBoPBYxuOIYlqjzq1RidQUv335ZdfRnx8PKZMmYLvvvsOhw4dwpUrV1BUVASHw+H2VVpeXp5P97leHfg6T4U4iKj6aDQazJw5E5cvX8aCBQvw8MMPo0mTJm7tzp8/j7/+9a+49dZbkZOT4/V6I0eOxLFjx7B9+3Y8//zz6NGjh8d/999++y06dOiA9evX+/09uZowYQJEUfTL181kcwqCgIkTJ+KXX34BADRt2hTz58/32l4ul+PLL790Bjb/+9//ol27dnjvvffw/fffY+HChZg0aRJ69OiB3NxcybQjb0uI9O7d2+svF0DJNPqNGzc6n9X69euxZ8+ect9bu3btnFka3333HaZOnSpZM5SIKBhUpPBl6XU6gZI178rD8S3VRRxDVs0YcteuXc5zjEYj9u/fjzfffBP5+fl4/fXX0aFDB2zcuLHc6/iyzrsvOIYkqj3qVKDTZDJh2LBheP/992G1Wm/qGsXFxT61c80M9TYdk4iqV0REBCZMmIAlS5bgzJkzyM3NxaZNm/Dyyy9L1hn7448/MHbs2DKvJZfLMWDAAHz00Uf4448/YDAYsH//fsydOxcDBgxwtjMYDLjvvvskFSRrG1EUnR8eASXTs7Zs2VLu+lX9+vXDjz/+6CwQd+rUKbz22mt44IEH8Nhjj2H+/PmwWq245557JNPhK7ouVmktWrTA+PHjndtr1qwp95wxY8bgiy++cA5UP//8cw5UiSjoxMXF3XRbXz7M5/iW6jKOIauOXq9Hp06dMGPGDOzfvx/x8fHIzc3F6NGjcfDgQbf2oaGhzte+fOBSuk1llgTgGJKoZqhTgc4XX3zRmWkElPyQe+qpp/DDDz/g8OHDyM3NhdlslnwilZaWJrmGrz+QioqKJNt6vb7yb4CI/O76WjwzZ85Eamoqpk2b5jy2adMm/Pbbbz5fS6VSoVOnTpg6dSq2b9+OjRs3OgdiJpMJH3zwgd/7HwxEUcTTTz+NefPmASiZcrRt2zafp1rdcccdSE1NxaxZs9CvXz/Uq1cPKpUKcXFxGD58OFasWIEVK1YgIyPDeY4vayKV5bbbbnO+Pn78uE/nPPnkk/jqq6+cA9UvvvgCTz31FAeqRBQ0KjLedG3ryzR0jm+JbuAYsmo0bdoUM2fOBFCyJNJ7773n1iYyMtL5Ojs7u9xrls6wLX3uzeAYkij41Zk1OjMyMvDVV185t1u3bo3NmzeXu2D7za49dPXqVcm2LwvDE1FgqdVqzJ49G7/88ovz0+PNmzejT58+N3W9IUOG4O2338bzzz/vvFZVCkTFTFEUMXXqVPz73/8GUPKzbvv27WjatGmF7hcVFYW//e1v+Nvf/ua1ze7du52vK7u+UemF68talN7V448/DrlcjsmTJ0MQBHz55ZfOP/01dYqI6GaZTCaEh4f73La00hlS3nB8S+QZx5A3+DqGLMuIESOcrz1NhW/ZsqXztWtikiel25Q+92ZwDEkU/OpMoHPdunWS9Ta/+OILnwZnrgM6X7lWoaxri0gT1VQymQyDBw92DlLT09Mrdb0hQ4Y4X1f2WuWp7oqZ14OcX3zxBQCgYcOG2L59O5o1a+aXPpRmNBqdGfkymazSA+jrxZKAin+yP3HiRMjlckyaNAmCIGDevHnOPzlQJaJAyszM9DnQ6TrG9WVJEI5vibzjGLKEr1XXy1J6ermnYGKbNm0gl8shCAL2798Ph8MBhULh9Xql19Js165dpfrGMSRR8KszU9dLV7XT6/W49dZbfTrvzz//rPT9AKBDhw43dR0iqn42m8352pcMl+q6VjBxDXLGx8dj+/btaN68eZXcb/Hixc7so2HDhqFRo0aVut727dudr2/mk/0JEyZg4cKFzqJI33zzjXPQSkQUKAcOHPC5reu6d23atCn3nNLj28jISMm6hETEMaS/nD592vk6NjbW7XhYWBj69u0LoGQd019//dXrtQRBkBQ1uuOOOyrVN44hiYJfnQl0lv4kKCIiwudPTJYvX35T9zt8+LDztVarrfQnR0R08yqSmW2z2STVLV3/7VY0y/vHH3/0ei1/q86KmdOmTXMGORs0aIDt27ejRYsWVfK+rly5gjfeeMO5Xboo0c04efIkFi9e7NweOXLkTV1n3LhxWLRokTODYMGCBRyoElFA+VIY47r/+7//c76WyWTo3r17ueeUHt9269aNGUhU63EMWXVV18tyfUkkAM6ApqsHH3zQ+fqjjz7yeq1Vq1Y5p6736tWrUpnoHEMS1Qx1JtBZOv09KyvLbTF1T9avX4+9e/fe1P1Kp8f37dsXSmWdWSWAKOh069YNEyZMwO+//15mO6PRiMceewynTp0CAISHh+POO++UtPn444/RtWtXLFmyxG19M1fLli1zLqYOQFKlsSZ75pln8PnnnwO4EeS82fWOMjMzcezYMa/HT548idtvv9250PyTTz4pqUZa2uzZs8td+H///v0YNmyYs3LwkCFD0LNnz5vqOwA8/PDDWLx4sXOgunDhQjz22GMcqBJRQPzwww+Swm3e7N27Fzt37nRuDxo0CBEREWWek5+fL6n83L9//5vvKFENwTGk//z73//G9u3byyzA43A4MGvWLOc4EwCefvppj20nTpyIpKQkAMDq1avx2WefubU5ffo0pk6d6tx+5513PF6LY0ii2qXORN/atm3rfG2z2bBw4UKvPzQB4Pz585g8efJN3SsvL08yHaiy6fFEVDk2mw3ffvstvv32WzRu3Bj9+/dHp06dUL9+fWg0GuTk5GD//v1YuXKlc90dmUyGOXPmIDo62u16+/btw7hx46DT6dC/f3/06NEDSUlJiIiIQFFREU6fPo1169ZJPigZPHiw39Y+CqTXX38dc+fOBVDyPfrLX/6CEydO4MSJE2We16VLF+dgtLQLFy6ge/fu6N69OwYNGoRWrVpBp9MhKysLO3bswKpVq2C1WgGU/Cz95JNPvN5j27Zt+Mtf/oKmTZvi9ttvR7t27RATEwOFQoH09HRs3boV69atcw4gGzdujAULFtzkd+KGhx56CAqFAg8//DDsdjsWLVoEQRDw7bffOqclERFVB5PJhClTpuB///uf158/JpMJTzzxhCTY8NRTT5V77R07dkh+Aef4luoCjiH9Z9euXXjqqaeQmJiIwYMHo3379qhfvz7UajXy8/Nx5MgR/Pjjjzh37pzznFdeecXrhyparRbffPMNhg8fDpvNhmnTpmHDhg0YPXo09Ho99u3bh6+//hoFBQUAgMmTJ+P222/3eC2OIYlqGbGOyMjIENVqtQhABCCGhISIK1as8Nh206ZNYlJSkghA1Ov1znMAiAsWLCj3XsuXL5ecc/r0aT+/GyKqiCFDhogymUzy77KsrwYNGojff/+9x2vNmzdPDA0N9flacrlcnDJlimg2m33u74wZM5znz5gxw0/fBf/o37+/z+/dl5+de/bsKfdcpVIpPv/886LFYimzb3feeafP/Rk6dKh4+fLlMq9X0efw/fffi0ql0nnOww8/LNrt9nLPIyK6WaV/TgEQNRqNCEAcM2aMmJ2d7db+3LlzYr9+/STn9O/fXxQEodx7TZ061XlOYmKiT+cQ1XQcQ/rPo48+6vN7j4iIED///HOfrrty5UoxMjKyzOtNnjy5zDEZx5BEtUudyehs0KABnn76aWc2kNlsxpgxY9C5c2fceuutiIiIQHZ2Nnbs2IGjR48CABQKBf71r3/hySefrNC9Vq5c6Xzdu3fvKqlATES+27hxI9LT07Fp0ybs3LkTR44cQVpaGvLz8+FwOBAaGoqEhAR06NABw4cPx9133w29Xu/xWo8//jjGjRuHn376CT///DP+/PNPpKamIjMzE0VFRdDpdIiOjkbr1q1xyy234MEHH+TPgDK0bt0a3377LbZv3459+/bhypUryMvLQ1RUFJKSkjBs2DCMGzfOp/U/P/roI4waNQq7du3CwYMHkZWVhezsbFgsFkRERCA5ORm9e/fG2LFj0atXL7+/l/vuuw8KhQIPPvggbDYbvvvuOwiCIJmWRERUlT766CNMmzYNK1aswPr16zFs2DC0aNECDocDR44cwZYtWyQFTurVq4dvvvmm3LU2RVHEqlWrnNuPPPII1+ekOoFjSP+ZO3cuHnroIezYsQO7du1Ceno6MjMzYTAYoNfrERcXhw4dOmDo0KG47777yl1O47q7774bvXr1whdffIHVq1fj3LlzKC4uRnx8PG655RZMmjSp3KU2OIYkql1koljGIhm1jNVqxfDhw7F169Zy26pUKnzzzTfo168fUlJSnPsXLFiACRMmeD3PbDajQYMGKCwsBAB89dVXNz0FnoiIiIjImzfffBNvvfWWc1sURTz33HP49NNPyz03NjYWmzdvRseOHctt+9tvvzkLgshkMhw/fvym12YmIiIiqkp1auEHtVqNDRs24K233kJkZKTHNiqVCqNHj8bu3bsxbty4Ct9j+fLlziBnTEwMHnnkkcp0mYiIiIjIZ5988gn++9//olWrVh6PazQaTJgwAceOHfMpyAkAX3/9tfP1HXfcwSAnERERBa06ldFZmtlsxs6dO3H8+HEYDAbExMSgYcOG6Nu3r8eFo311yy23OKtYvv76614ruxERERERVaW9e/fi+PHjSE9Ph0ajQVJSEgYNGoTw8HCfr1FQUICEhARnlegtW7Zg0KBBVdVlIiIiokqps4HOqrBr1y707t0bABAREYG0tDRERUUFuFdERERERDdn5syZePXVVwEAt956K3bs2BHgHhERERF5V6emrle1WbNmOV9Pnz6dQU4iIiIiqrGKi4sl633+4x//CGBviIiIiMrHQKef7NmzBz/++CMAICkpCS+88EKAe0REREREdPPmzJmDq1evAiipCtyvX78A94iIiIiobJy67icDBw7E9u3bAQA//PADxowZE+AeERERERHdnPz8fDRp0gR5eXnQ6XQ4fvw4kpKSAt0tIiIiojIx0ElEREREREREREQ1HqeuExERERERERERUY3HQCcRERERERERERHVeAx0EhERERERERERUY3HQCcRERERERERERHVeAx0EhERERERERERUY3HQCcRERERERERERHVeAx0EhERERERERERUY2nDHQHyL8EQUB6ejrCwsIgk8kC3R0iIiIiiKIIg8GAhg0bQi7n5+wkxfErERFRcKqJYzgGOmuZ9PR0JCYmBrobRERERG4uXryIRo0aBbobFGQ4fiUiIgpuNWkMx0BnLRMWFgag5C9heHi4X67559CJiD512bn9zJi/4VzTgc7tJ7sCz/bwy63Ij2w2GzZt2oQhQ4ZApVIFujvkAZ9RzcDnFPz4jIJfbm4uUlJSnOMUotIqO35NnfIm5Bt/d27/p/gKXr28Hw+skONY9o12794G3NWq0t2lAOLP+9qHz7T24TOtXWriGI6Bzlrm+nSf8PBwvwU6QxVKhMlv/FVRqvWQa29cW6sH/HQr8iObzQadTofw8HD+BxOk+IxqBj6n4MdnFPxsNhsAcFoyeVTZ8WuIIEJdaqyqUMgRGRkJlQ6Qa2+004VyzFrT8ed97cNnWvvwmdYuNXEMVzMm2BMREREREXkgFBVLt5WKAPWEiIiIAo2BTiqf6LpZcyL5RERERFS7CcUWybZDyV9xiIiI6iqOAqh8olh+GyIiIiKiABAtVsm2Q1kyjZ0fzRMREdU9DHQSEREREVHNVSwNdAoqTl0nIiKqqxjoJB+4ZHTy43EiIiIiChYWm3Rb7bn4BecoERER1X4MdFL5OCokIiIioiAls0oDnaJa6aUlERER1XYMdBIRERERUY3lGuiERh2YjhAREVHAMdBJ5SunGBFrFRERERFRoMhsDum2VlPyJ5dbIiIiqnMY6KTycYlOIiIiIgpSCrtdsi3TMqOTiIiormKgk4iIiIiIaiyFXZBsy69ldBIREVHdw0An+YBz04mIiIgo+Ih2O+SCdKwqD9EGqDdEREQUaAx0UrlkjHMSERERURASi61u++Q6z4FOritPRERU+zHQSeUSuUgnEREREQUhsdjitk+pCwHgPmRlnJOIiKj2Y6CTysWMTiIiIiIKRqLFPaNTob8W6HSJdDKjk4iIqPZjoJPKx1EhEREREQUhwUNGpzpU77EtR7RERES1HwOddBM4d52IiIiIAk80SzM6HaIItc5zRicRERHVfgx0EhERERFRjeS6RqcFArQhXtboZEonERFRrcdAJ5XPdVTout5R9fWEiIiIiMjJdY3OYlGAVltSdZ3FiIiIiOoeBjqpfILLsJCjRCIiIiIKAoLZJaOzdKCTxYiIiIjqHAY6qeK43hERERERBQHXqevF8J7R6frZPREREdU+DHRS+fjxNxEREREFIbc1OktldMq53BIREVGdw0Anla+cNTqJiIiIiAJBLPa+RifXlSciIqp7GOik8rlldDLSSURERESB56nqegirrhMREdVZDHRSuWQcFBIRERFREBJc1+gUHV7X6CQiIqLaj4FOKh+nrhMRERFREBLdqq6L0Gg0AFh1nYiIqC5ioJOIiIiIiGokm8Eo2S4SHdDr9QA8TF2vpj4RERFR4DDQSeUTXDM6mdJJRERERIFnzSuUbJtEB0JDQwEwo5OIiKguYqCTfFDOqJCDRiIiIiIKAFuhQbJtYkYnERFRncZAJ5WPo0IiIiIiCkL2Qvep6zqdDoCHjM7q6hQREREFDAOdVC4Z5/kQERERURByGIok21aVAgqFwmNbDmmJiIhqPwY6qXwuo0Iu0UlEREREwUA0mSXbDrXS+ZpT14mIiOoeBjrpJjDSSURERESBJxZJA52CVu187fbhPCOdREREtR4DnVQuTl0nIiIiomAkM1sk25JAp0tbjmiJiIhqPwY6qXwuo0KRCZ1EREREFATkxVbJtkyvvfHatRgRI51ERES1HgOdVD7XNTo5dZ2IiIiIgoDCYpNsy/S6G69d2goMdBIREdV6DHRSuWSug0LGOYmIiIgowESLFXKX6KU8tFSg0zWjszo6RURERAHFQCf5gMNCIiIiIgougkvFdQBQhuudr7lGJxERUd3DQCeVr5yMTg4aiYiIiKi6CcYit32q8DDna67RSUREVPcw0EnlYtV1IiIiIgo2ngKd6ogwDy2JiIiormCgk24CF+kkIiIiosAS8g2S7ULBjojISOe2nBmdREREdQ4DnVQ+11Eh45xEREREFGBCgTTQWSDaEVkq0Mk1OomIiOoeBjqpXG5V1xnpJCIiIqIAc7hmdLoGOpnRSUREVOcw0Ek+4KiQiIiIiIKLUGCUbBcIdkRERDi3mdFJRERU9zDQSeVyy+hkQicRERERBZjr1PVyMzqroU9EREQUWAx0UvncluhkpJOIiIiIAqvcqesu7Tl1nYiIqPZjoJN8wGJERERERBRcLNm5km3XqeuuGOckIiKq/RjopHJx6joRERERBRtrdr5ku7yp64x0EhER1X4MdJIPGOkkIiIiouBizyuQbBeKDoSHhzu3GeckIiKqexjopHKVl9HJ9Y6IiIiIqLoJhdKq6xatEnL5jV9v3IoRccxKRERU6zHQSeXjoJCIiIiIgo2hSLIp6EMk264ZnUIVd4eIiIgCj4FOKpeMU9eJiIiIKMgoTGbJtixML91mRicREVGdw0AnVZjbwu5ERERERNVIKLZAbnNI9snCXQKdLucwzklERFT7MdBJ5XJfo5ORTiIiIiIKHCHf4LZPERUu2XYLdDLSSUREVOsx0ElERERERDWKIzNXui2KCG0YJ23kOnW9ivtEREREgcdAJ5VLxo+/iYiIiCiI2K9kS7azBSvi4uMl+9zmIHFIS0REVOsx0Enlch0kyjh1nYiIiIgCyHE1R7KdJdoQFyfN6HQrRlTVnSIiIqKAY6CTysdRIREREREFEXumNNCZKVjRoEEDyT4WIyIiIqp7GOikcslch4XM6CQiIiKiAHK4TF33GOh0zehkpJOIiKjWY6CTyuVWdd0Fx4xEREREVJ0slzMl21keAp2uv+hwzEpERFT7MdBJFceETiIiIiIKIEv6Vcn2VWZ0EhEREWphoNPhcODIkSNYuHAhnnnmGfTu3Rs6nQ4ymQwymQwTJkzw6To//fST8xxfvny9LgD8+OOPuPfee9G4cWNotVrUr18fvXv3xgcffICCgoKbe+NVyDWjk8WIiIiIiPyH49eKc1yRrtFZoATCwsLKPIdxTiIiotpPGegO+Nv999+PlStXBrobHhkMBowdOxZr1qyR7M/KykJWVhZ27dqFOXPmYNmyZejTp0+AeiklCoJ7NFzOQCcRERGRv3D8WjGiIECeZ5DsE6LD3T6MZ0YnERFR3VPrAp0Oh0OyHR0djZiYGJw+ffqmr/nAAw/gwQcfLLNNUlJSmcftdjvGjBmDzZs3AwDi4uIwefJktGnTBrm5uVi6dCl27tyJS5cuYcSIEfj111/Rtm3bm+6z3zgE932yWpcITERERBQwHL9WjJBbAJkgHaMq4mLc2vGjeSIiorqn1gU6e/TogdatW6Nr167o2rUrUlJSsHDhQjz22GM3fc1WrVrhrrvuqlS/5s2b5xwktmnTBtu2bUNcXJzz+NSpUzF9+nR89NFHyM/Px5NPPolff/21Uvf0B9Fl4A0AMmZ0EhEREfkNx68VY3eZti6IIkIS4tzauWZ0CszoJCIiqvVqXaDz1VdfDXQX3DgcDrz99tvO7cWLF0sGide9//772Lp1Kw4cOICdO3di48aNGDp0aHV21Z2HjE4ZMzqJiIiI/Ibj1wr27ao00Jkr2hDrUogIcM/oZJyTiIio9mPEqhrs2LEDV65cAQD0798fXbp08dhOoVDg2WefdW4vXbq0WvpXFmZ0EhEREdU9wTx+tV/NlmxbRAGKo2fxv6/mY9uWLTh06BDS09MhOOySdgXFQLF0FxEREdUytS6jMxht2LDB+Xr48OFlti19fP369VXWJ595XKOTgU4iIiKi2iyYx6+uFdcTFFr89XgR8NoCWEUB6YIF+x3F2DdsOtBngrPdulRg/Sk7wm1X0ECWhRRdIVpH2dAuXoUGsTGIiSn5UqvVVf4eiIiIqGow0OmDFStWYNWqVTh79iysViuio6PRrl07DB48GJMmTUJ0dHSZ5x8+fNj5unv37mW2jYuLQ2JiIi5evIjMzExkZWUhNjbWL+/jZoh2TxmdTAQmIiIiCma1efwqFFu8HlPL5EhWhCBZEYJjohJHXI6LciUKNI1QgEY4aQc2ZAGy9GIoMo7AcmEVCi78AWXOcUQhF7Ex0ahXrx5iYmJQr149yVfpfdHR0VCpVFX2fomIiMh3DHT64MgR6RApIyMDGRkZ2Lx5M95++218+umnmDhxotfzT5486XydkpJS7v1SUlJw8eJF57mBDHTCw9R1uExd53pHRERERMGlNo9fdQO6I+/jReVWVe+V+juW9RkLsZz15UWVFvakblAkdUM0ngIAKCxFkGUcRdGlAzCe3Isjm7fjatYJXHUUw8PoGJGRkR4Dot4CpVFRUVAq+asYERGRv/F/1zLIZDJ06dIFAwYMQOvWrREREQGj0YjDhw/j+++/x6VLl2A0GjFp0iRkZmbi5Zdf9nid/Px85+t69eqVe9+YmBiP53pisVhgsdz4VLuwsBAAYLPZYLPZyr1XeewePjF3q2DpcMBm8zDFnQLq+vP3x98Dqhp8RjUDn1Pw4zMKfnw21acujF+V3dui3rJ/4uCHX8GSdglhRguiLA6oROkgtcPFQ/hwyXPY1OEOnGjYChfqNS436HmdVaNDRnJ3ILk7gMkAgIhiA7qnn0TD9KOIuHQAikv7UZBzFumCBZdNFlwqvIQ/z5zxGAj15HpwNDo62vnn9dfXv0rvi4yMhEKh8PHqtZPdXrLIakFBAQPFtQSfae3DZ1q7XP8/uibh3zovWrZsiRMnTqBFixYej8+aNQuvvvoqPvzwQwAl1TIHDBiAXr16ubU1Go3O11qtttx7h4SEOF8bDIYy286cORNvvfWW2/5NmzZBp9OVe6/yqLIL0NJlX0FhIRB5Y/vs2bNYl3+s0veiqrF58+ZAd4HKwWdUM/A5BT8+o+BVVFQU6C7UCXVu/PrknQAAM4BMQYSy0ARVTiGUmXlARjbkV3MRn30RT/78MUINxbAptDgV3wKn4lvhRMNWOBXfEpejE32+nUkbhv1NumF/k24AHgUARJry0CLjBAann0CLjBNodvk4rIYMXBYsuOwoxmXBgkul/rwiWGG/Nh8qPz8f+fn5OHPmjE/3l8lkCA0NRXh4OMLCwiR/enut1+shr4XLTu3cuTPQXSA/4zOtffhMa4eaOIZjoNOL+Ph4xMfHez2uUqnwz3/+Ezk5OViwYAFEUcQ777yDtWvXVmMvgVdeeQXPP/+8c7uwsBCJiYkYMmQIwsPDK319W9plZGCeZF9kVBQulpqv3qRJEwzvk1zpe5F/2Ww2bN68GYMHD+a6UUGKz6hm4HMKfnxGwS8nJ6f8RlRpHL+6KygowM6dOxEeGgqt2YZGmXlonJmHYZl/QHF2A4r+tOCsGINUbUOcrN8CJxu2QmZEA5+vn6+Pwu5mvbG7WW/nvnqFmWiZfgItM06gV8YJtMg4iQhzSUaMQxRxVbDgkmDBZYcFl4RiXHZYcPnanxmCBTYvC0OJogiDwVBuILk0uVyO8PBwREREOL8iIyOd+yIjIyXHIiIiEBoaGrTBUUEQkJubi+jo6KDtI1UMn2ntw2dau+Tl5QW6CxXGQGclvfPOO1i4cCFEUcTWrVthNpsln2gDQGhoqPMvR3FxMUJDQ8u8ptlsdr4OCwsrs61Go4FGo3Hbr1Kp/PLLnujhB5NcoQDs0m2Vqm5Powlm/vq7QFWHz6hm4HMKfnxGwYvPJbjU9vFradenTaq1WmiiooCG9QEAwrUvFYCWAFqKIkbmGyC/+jsKrhbhTL4GqZYInFbUx6mwJOSFRPl8z+zw+sgOr4+drW517ovPu4yW6SVBz1YZx9E24xR6WN2zZARRxFXBiktCMdJLBUIvlQqEWiuwQr4gCM7MUV8pFApJEDQyMtLty3V/aGgoZK7rW1UBQShZLiskJIQBlFqCz7T24TOtXUwmU6C7UGEMdFZSQkICmjdvjlOnTsFisSAtLQ1t2rSRtImMjHQOFLOzs8sdKJbOeoiMjPR7nyvEQzEiVl0nIiIiqrlq/fj1ZshkEKPC4YgKR2groCNKvgAHRDENOZaLOHNVgTPZSpw2hSJVjIZRHlL2NUvJiEpARlQCfmo7qOR2ooDEnAslgc/042iRcRLNrpyG1m5BvEKDeIWmJArrQhBFZApWyZT4y47iaxmixUivYCDUE4fDgdzcXOTm5vp8jkKh8CkgWnq/Xq+vluAoERHVLQx0+kG9evVw6tQpAJ4XX2/ZsiXS0tIAAGlpaUhOTi7zetfbXj83kES7NNDpEEUOSIiIiIhquNo8fvU3mQyop7WjXmM7eja2ADBBFK/iSrEaZ4x6pBp0SDXocMYYgmLBt1+vRJkcF+ol40K9ZGxpPxQAIBfsSM46h1bX1vtslX4cKZlnoRJuTKWSy2RooNCggUKDrirP0/wzBSsuOYpx6Vrg81KpYGi6wwIL/F9E1OFwICcnp0LLVCiVSp+CoqW/PGUCExERlcZApx9kZWU5X3v6BLt9+/bYsGEDAGDPnj247bbbvF7r6tWruHjxIgCgfv36iI2N9W9nK8ohHQg5IELOQCcRERFRjVarx6/VQCYD4kOsiA+x4pbYksxXQQQum7U4Y9Ah1VgS/Ewz6WAVfJsNJciVOBvXDGfjmmFd55EAAJXdiiZXU9Ey4yRaZpxAy/QTaJx9HgrRe233+nI16svV6OIlEGpQy5GtAq7I7LhkL8Y5ixGppjykWYxId1hQXAWBUE/sdjuys7ORnZ3t8zlqtRqhoaHOKvS+BEq1Wi0TNYiI6hAGOivp0qVLSE1NBVCy3pCnT7uHDRuGf/7znwCA9evX46WXXvJ6vXXr1jlfDx8+3L+dvQmiy9R1B5jRSURERFST1fbxa6DIZUCirhiJumIMiCuZ9m0XgItFIc7A5xmjDudNIbCLvgU/bUo1Tia0wcmEG0sLaK1mNLt6Gi3ST6BVxgm0SD+BRrmXIPdxynqYVUCYFUiBHICu5EtXv+QlAFtoCEwROhTqVchVy5GpEJAuWnHBVoQ0cyGuFuY71/20Wq0V+RZVmtVqrfC0eo1G4/N0+tLBUSIiqpkY6Kykv//97xDFkkHFbbfdBp1O59amf//+aNCgAa5cuYKffvoJ+/btQ5cuXdzaORwOzJ4927n94IMPVl3HfeWa0SmKXKOTiIiIqAar9ePXIKKUAymhZqSEmjG4Qcm0bqsgw3lTSMmUd6MOqQY9LhVpIcC3ZIJidQiOJHbAkcQOzn06i+nadPcTzj/jCq74eEUpldGMSKMZkQCS3I6qIUQ0gdAsCkL9aNjqRcAQqkF+iBJZShFXZXZkFxmdgdD8/HwUFBRItm0220306uZZLBZcvXoVV69e9fkcrVbr83T66+04rZ6IKDgw0OlBamoqVq5ciSlTpiA83POUD5vNhldffRULFy507vv73//usa1CocAbb7yBp59+GgAwfvx4bNu2DfXr15e0e/nll3HgwAEAQN++fTF06NDKv5lKclujE3DL6BQrt945EREREVUSx681h1ouonlYEZqH3ai6XuyQ46wxBGeuBT5TjTqkm33PKizS6HEguSsOJHd17gu3m9Ci4BxaXjmJlmcOotXZg6hn9H0NTW/kBUbIC4zAqYtQA9ADaACg1bXjQrgeQlw0xLg4CE1bQ4iLdn456kehCIJb8LOsr4KCAtjtdu8dqgLFxcW4cuUKrly54vM5ISEhPk+nv35MrVZX4bsgIqqbal2gMy0tDd98841k36FDh5yv9+/fj9dff11yvEuXLrjnnnuc20ajEX/729/wxhtvYODAgejevTtSUlIQFhYGo9GIw4cP4/vvv3euRQQA7777Lvr06eO1X5MnT8b//vc/bN68GUePHkXHjh0xefJktGnTBrm5uVi6dCl+/fVXAEBERAS+/PLLSn0f/MbD1HWu0UlERETkPxy/klYhoE2ECW0iTABK1k812RU4YwxxBj5TDTpkWXzPGixU6vFnTFv8GdMWaFvydyVaUYzmQhaamy6iZXYqWl48isjLFyG/mgt5gckv70VeaIK80AScvujxeHiYDnGlgp9CXDSElETna+il1exFUYTJZEJ+fj7y8vKQmpoKlUrlFix13XY4vK9jWhXMZjPMZjMyMjJ8Pkev15cZFHXdFxERAZVKVYXvgoio5qt1gc7z58/j3Xff9Xr80KFDkoEjADz66KOSgeJ1FosF69evx/r1671eLzw8HB9//DEmTpxYZr+USiVWrFiBsWPHYs2aNbhy5Qreeecdt3aNGjXCsmXL0LZt2zKvV124RicRERFR1eL4lTzRKx3oEGlEh0ijc1+BVVmS9Xkt8Jlq1CHP6ntWYK5Diz+QiD90iUBSHyAJqK+xoGlYEZprCtHBfhEt89JKAp+ZuZBdyS15fTW3JIvTD+SGIsBQBEXqJY/HxdAQaRA0LhqquBiENWuEhm3iERkZiYSEBMjLWE5LFEUYjcYys0Q97ROE6inEdJ3JZILJZMLly5d9Pqd0cNTbV/PmzdGoUSP+3kZEdVKtC3T6Q+vWrbFhwwbs2rULf/zxB86dO4ecnBzk5eVBo9GgXr166NixIwYPHoxx48Z5nR7kKiwsDKtXr8aPP/6IRYsWYc+ePcjMzERYWBiaNm2Ke+65B08++SQiIiKq+B1WgMc1OvkfJhEREVEw4fi1bohQ29EluhBdogud+3ItKpw26kpVe9fDYPf917xMiwaZFg1+RxSAxrirUXM82tND4K3YAnlmXknQ81oAVHY9CJqZC3mewQ/vEJAZzVAYL0Nxxr0PQkwE5En1oercEkKbFDiaJwJa9yxXmUyGsLAwhIWFITEx0af7CoJQZnDUU6C0oKDAud5tdfE1OBobG4suXbqga9eu6NKlC5KTkxn4JKI6odYFOgcMGFDp/2w0Gg2GDh1aZWsM3Xnnnbjzzjur5Nr+JroGOiFCLmMxIiIiIiJ/4fiVKiNaY0NPTQF6xhQAKFk/P9OidlZ5P23Q46xRhyKHwqfrrb5cHw8mpUOjcPk7qdVASGoAIamB5xOLrTcCoVdzIHO+vvaVW+j5vAqQ5xQgIqcA2H8aACDK5RBS4mFv2RiO1slwtEqG0CgWuIniqXK5HOHh4QgPD0dSknsZJk8cDgcMBkOZWaKu+woLC6slOJqVlYWNGzdi48aNAICYmBh07tzZGfhs0qRJmVmxREQ1Va0LdJKfuU1ddy9GREREREREwUEmA+K0VsRpregbmw8AEEQgw6xxZnymGnU4a9TBKrgHusKVdvcgpy+0aghJcRCS4jwft1wLhGbmlWSCXsm5EQTNzIM8p6DCt5QJAhRnrmV/rvsNACDqQ2Bv1RgO51cyxHB9xd+PDxQKhXO6uK8cDgcKCwt9nk5/PThaWTk5OdiyZQu2bNkCAIiMjESXLl2cWZ/NmjVj4JOIagUGOqlsXKOTiIiIiKhGk8uABJ0FCToL+tfPAwA4RGBdeizmn5VO7R6ZkFk1ndCoISTGQUj0Egi12iDPyoP8isuU+Ku5UJy/ApnR7NNtZCYzVHtPQLX3hHOfIyEWjlbJcLRqDHvrZAgpDQGlbxmu/qZQKBAVFYWoqCifz7Hb7c7gaEFBAfLy8rwGSdPT05Gbm1vuNfPz87Ft2zZs27YNQMnavZ07d3YGPlu0aAGFIjDfIyKiymCgk8ok2l0CnSIDnUREREREtcHWK/Uk2zFqK0Y0rKJAZ3nUKggJ9SEk1Hc/JgiQX86C/FgaivceQ8SlbCjSMiDzsXiQ4nIWFJezgK17AACiWgVH80ZwtEq+lv2ZDDE2siQdNggplUpER0cjOjq63LaiKOL8+fPYt28f9u7di3379iEzs/xnWlhYiB07dmDHjh0ASooederUyTnVvVWrVqz4TkQ1AgOdVDaXNToFsBgREREREVFN93NmNM4XhUj2PdTYw9qcwUAuh5AYB3tCLDLaJECekAC51QbF6YtQnDgP5fFzUJw47/P0d5nVBuXRNCiPpuF6KSMhJqIk47NVMhytG3stdBTsZDIZkpOTkZycjHvuuQeiKOLSpUvOwOfevXtx5cqVcq9jMpmwc+dO7Ny5EwAQEhKCjh07omvXrujatSvatGnDwCcRBSUGOqlMosvUdTuLERERERER1WhWQYal5+Ml+5J0ZgyIK3/Kc9DQauBo3wyO9s1gvbZLlpUPxYlzzsCn4vRFyKw2ny4nzymAfOchqHYeAlCq0NG1Ke+VKXQUSDKZDImJiUhMTHQWFEtPT3dme+7du7fcCu4AYDabsWvXLuzatQtASQG0jh07Oqe6t23bFhpNzQsME1Htw0Anlc0to9O9GFEQfuZLRERERERerE+PRZZFGpQal3IZiho+cUuMjYQ9thPs/TqV7LA7IE9Lh/LEOSiOn4fi5HkoLvk2NV9S6GhtSVajGBpSUuG91bUq7y0bV1mho6rUsGFDNGzYEKNGjQIAXL161Rn43LdvH86fP1/uNSwWC3bv3o3du3cDANRqNdq3b+8scNShQwdotdoqfR9ERJ4w0EllEux2ybZdFCHn1HUiIiIiohrJaFPgh4sNJPvahBvQNarylb2DjlIBoXkirM0TgVH9AACyQlNJwPPEeSiOn4Py5HnfCx0Zg7vQ0c2Ki4vD8OHDMXz4cABAVlYW9u/fjz///BP79u1DWlpaudewWq3OqfFAybqibdu2dU5179ixI0JCQsq5ChFR5THQSWUSbNKpHgKrrhMRERER1VgrL8XBaJf+GvhoyuVgrcPjd2K4HvbubWDv3qZkx7VCR6UDn/Kz6f4pdHQ96zOICx15EhsbiyFDhmDIkCEAgNzcXGe25969e5GamlruNex2Ow4ePIiDBw9i/vz5UCgUaNOmjXOqe8eOHREaGlrVb4WI6iAGOqlMgs0lo5OBTiIiIiKiGinbosKay9Kq5r3r5aFFeFGAehQErhU6EhLjYBvco2RfsYWFjkqJjo7G7bffjttvvx0AkJ+fj/379zsDn6dOnYIolr2gmcPhwOHDh3H48GF8++23kMvlaNWqFTp37ozGjRvj9ttvR0RERHW8HSKq5RjopDI5XAKdgshAJxERERFRTbT0fDxs4o1iOgqZiEeS0wPYoyBVnYWOrmV91qRCR5GRkbjttttw2223AQAKCwtx4MAB5zqfJ06cgFBORqwgCDh27BiOHTsGAJg5cyZatGjhXOOzS5cuiIyMrOq3QkS1EAOdVCbXjE4HwKrrREREREQ1zHmTFj9djZHsG9wgGw1DLAHqUc1SbqGjE+dKprD7oLYVOgoPD8ett96KW2+9FQBgNBpx8OBBZ+Dz2LFjcDgcZV5DFEWcPHkSJ0+exNKlSwEAzZo1Q9euXZ2Bz+jo6Cp/L0RU8zHQSWVyXaPTAREyFiMiIiIiIqpRFp9LgIAb43it3IEHkjIC2KMarqxCR9eyPutqoaPQ0FD07dsXffv2BQAUFRXh0KFDzmJFR48ehd2l6K0nqampSE1NxbJlywAAKSkpzjU+u3TpgtjY2Cp9H0RUMzHQSWVyrbru4BqdREREREQ1ypH8UOzNla5/eGejTESqyw82ke/KLXR04hzkaRn+K3TUKrmk0FGQ0+l06NWrF3r16gUAMJvNOHz4sHONz8OHD8NmK38ZgLS0NKSlpWHFihUAgKSkJGfgs2vXroiLi6vS90FENQMDnVQmt6nrXKOTiIiIiKjGEMWSbM7SIlQ23JlwNUA9qkOqs9BRmxTYe7aFkBj8wb6QkBD06NEDPXr0gCAISEtLQ15enrPA0cGDB2GxlL+kwoULF3DhwgWsWrUKAJCQkICuXbuiT58+uPXWW6HR1JyCT0TkPwx0UplEZnQSEREREdVYv2dH4pRButbjA0kZCFH6llVIflaVhY7m/QhHo/qw924HW+/2cLRKBhTBX19BrVajS5cu6NatGwDAZrPh6NGjzozPgwcPwmwufwmAy5cv4/Lly/i///s/hIWFYciQIRg5ciTat2/P32GJ6hAGOqlMgl26aLQDIuQ1pBogEREREVFdZhNkWOSSzRmvLcbgBtkB6hF54s9CR4pLmVAs3wbN8m0QIkJh79kWtt7tYe/SEtCqq+5N+JFKpUKnTp3QqVMnTJw4ETabDSdOnHAGPg8cOACTyVTmNQwGA1asWIEVK1agcePGGDFiBIYPH474+PhqehdEFCgMdFKZPFVdd/00TBSrsUNEREREROSTtemxuFosnb77SHI6lMxbCG5+KnQkLzBCvekPqDf9AVGtgr1LS9h6t4O9Z1uIUeHV8U78QqVSoX379mjfvj0effRROBwOnDp1ylncaP/+/TAYDF7PP3/+PD7//HN88cUX6NatG0aNGoWBAwciJCSkGt8FEVUXBjqpTKLdjtJhTYcoQs60fyIiIiKioFZgVWL5BWn2WqtwI3rXyw9Mh6hSyip0pDxyFsrdRyHPLfR6vsxqg2rXEah2HYEok5Ws63ltiruQGAfUoN/xFAoFWrdujdatW+ORRx6Bw+FAamoq9u7dix07duDPP//0eJ4oitizZw/27NmDWbNmYdCgQRg5ciS6dOnCWYtEtQgDnVQmwWaHotS2AyJk8prznyARERERUV303wvxKHIoJPsmNrlUk+JZVBbXQkeCAMWpi1DuOgLV74ehOJfh9VSZKEJ5vGRNUO38NXAkxMLe69q6nm1SasS6nqUpFAq0bNkSLVu2xNixY5GRkYG1a9dizZo1uHjxosdzioqKsHr1aqxevRoNGzbE8OHDMXLkSCQmJlZz74nI3xjopDKJDukanQKLERERERERBbWLJi02ZdST7OtfPwfNw4oC1COqcnI5HK0aw9GqMSwTRkCWkQ3V79eCnkfOQiZ4Lz6luJwFxYrt0KzYDiFcf21dz3awd20FaGte5fL4+Hg8/vjjmDRpEg4ePIg1a9Zg06ZNXtf1TE9Px9dff42vv/4aHTt2xMiRIzF48GCEhYVVc8+JyB8Y6KQyuVddBwAGOomIiIiIgtWCtAQIpcbsarmAR5LTA9gjqm5ifD1Y7xkA6z0DICs0QbnnGJS/H4Hqz+OQmS1ez5MXmqDevBvqzbshqpSwd25RUsyoZ1uIMRHV+A4qTyaTOYsaTZ8+HTt27MCaNWuwa9cuCF4CvwcPHsTBgwfx4YcfYsCAARg5ciR69uwJhULhsT0RBR8GOqlMokvVdZHZnEREREREQWtfbjj250kDUncmXEU9jS1APaJAE8P1sA3qDtug7jBb7VAePA3lrsNQ7ToCeXaB1/NkNjtUu49BtfsYAMDeqrFzirvQuEGNWtdTq9Vi6NChGDp0KLKysrB+/XqsWbMGZ86c8djeYrFg48aN2LhxI2JjY51T25s0aVLNPSeiimKgk8okuGR0Clyfk4iIiIgoKDlEYGFagmRflNqKuxOvBqhHFHTUSti7t4a9e2sUT7sP8tRLUP12uGSKe1rZWb/KE+ehPHEe2oVr4Yiv5yxm5GibAtSgjMfY2FiMHz8e48aNw4kTJ7B69Wps2LABBQWeg75ZWVn49ttv8e2336JNmzYYOXIkhg4disjIyOrtOBH5hIFOKpNol6b0i4xzEhEREREFpc1X6uFiUYhk38ON0xGi8L4+I9VhMhmE5omwNE+E5dHhkF3JKanM/vthKA6dKXtdz4xsKFb+BM3KnyCE6WDvUWpdT522Gt/EzZPJZM7q7X/961/xyy+/YM2aNfj111/hcKlVcd2xY8dw7Ngx/Otf/0K/fv0wcuRI9O3bFyqVqpp7T0TeMNBJZXIrRlSDpicQEREREdUVJrscS8/HS/al6IswIC43QD2imkZsEAPrXf1hvas/YCiCas+xkirue45DVlTs9Ty5oQjqrXug3roHokoBe6cWsPduD1uvdjVmXU+VSoWBAwdi4MCByMvLw4YNG7BmzRqcOHHCY3u73Y7t27dj+/btiIqKwrBhwzBy5Ei0bNmSxXuJAoyBTiqb6xqdnLpORERERBR0VlxsgEKbNKvssSaXoODwnW5GmA62gd1gG9gNZpsdykOpJcWMfj8MeXa+19NkNgdUe45Dtec4QmZ/D3uLJOcUdyE5vkas6xkVFYWHHnoIDz30EFJTU7FmzRqsW7cOOTk5Htvn5eVh6dKlWLp0KZo1a4aRI0fijjvuQL169aq550QEMNBJ5XCtuu6pGJFYXZ0hIiIiIiI3V8xqrL5cX7KvR0w+2kcaA9QjqlVUSti7toK9aysUTx1Tsq7n9SnuZy6Xeary1AUoT12A9tt1EBrEwHatmJGjXRNAGfzrejZr1gzPPfccpk2bhl27dmHNmjXYsWMHrFarx/apqan45JNPMGfOHPTq1QsjR45E//79odFoqrnnRHUXA51UJtHmUoxIIUPwfwZHRERERFR3LD6XALsod24rZCIeTSk7AEV0U0qv6znuDsgyc6H6/QiUvx+G8lAqZA7v63rKr+RAs2oHNKt2QAjVwd6jNay92kEeH16Nb+DmKJVK3HLLLbjllltQWFiIzZs3Y82aNTh06JDH9g6HAzt37sTOnTsRFhaGIUOGYNSoUWjXrh2nthNVMQY6qUyugU5RLvfQqJo6Q0REREREEscK9PgtO0qyb3h8JhqGWALUI6pLxPrRsN55K6x33gqYzFDtOQ7l74dL1vU0mb2eJzcWQb1tL9Tb9qKVUgFHx+Y31vWMjay+N3ATwsPDMWbMGIwZMwbnz5/H2rVrsWbNGly9etVje4PBgBUrVmDFihVo3LgxRo4cieHDh6NBgwbV3HOiuoGBTiqTe0an3G1ZFcY5iYiIiIiqnyACC842kuwLVdpxf9KVAPWI6jR9CGwDusA2oAvMNjsUh884p7jLM/O8nia3OyDfewKqvScQMnc57M0TYe/VDrY+7SGkNAzqdT0bN26Mp59+GlOmTMGff/6JNWvWYOvWrSgu9ly86fz58/jss8/w+eefo3v37hg5ciQGDhyIkJCQau45Ue3FQCeVzXWNToWCU9eJiIiIiILAL1lRSDXqJfseTMpAqMrh5QyiaqJSwtGlJRxdWqL4qXsgP5sO1e+HS9b1TL1U5qnK0xehPH0R2sXr4UhpCOvQnrAN7AYxIrSaOl9xcrkcPXr0QI8ePfDyyy9j69atWL16Nfbu3euxvSiK2L17N3bv3o0PP/wQ9957Lx544AEWMCLyAwY6qWwuVdehdJ+6zoxOIiIiIqLqJYrA8gvxkn0JIcUYGp8VoB4ReSGTQWiaAEvTBFgeGQZZZh5UfxyB8vcjUB48DZnr75ylKNLSEfLv/0H79f/B3rs9rEN7wt6lFaDwsKRakNDpdBg1ahRGjRqF9PR059T2S5c8B3gLCwsxf/58LFmyBMOHD8cjjzyClJSUau41Ue3BQCeVzeU/HVGhgJwpnUREREREAXW4IBSXzVrJvvEplz3lJRAFFbF+FKyj+sE6qh8EQxEMm3ci7lQG1HuOQWb0vK6nzO6A6pcDUP1yAEK9CFgH94RtSE8IDYM7A7Jhw4aYPHkyHn/8cRw8eBBr1qzBpk2bYDKZ3NparVasWrUKq1atQv/+/TFu3Dh06tSJxYuIKoiBTiqbW0anwq2JyJROIiIiIqJqtT49VrLdKMSM7tEFAeoN0U3Sa1HYvRXC7hqEYkGE4sgZqH4/AtVvh7yu6ynPLoB26SZol26CvUMzWIf0hK1fR0CrqebO+04mk6FTp07o1KkTpk+fjh07dmD16tX4/fffPbbfsWMHduzYgfbt22PcuHEYMGAAFAr338WJyB0DnVQmt2kESq7RSUREREQUSNkWFXbnREr23dEwO5hrthCVT6mAo1MLODq1QPGTd0Fx8DTUG/+A6teDkLkUyXWecigVykOpED//AdYBXWEb2hOOlo2DuoCRVqvF0KFDMXToUJw9exZLlizBunXrYLPZ3NoePnwYL730EhITE/Hwww9j1KhR0Gq1Hq5KRNdxYgOVzeEa6HSPjTOhk4iIiIio+mzKqAehVPqBVu5A//o5AewRkZ/J5XB0bgnzy+NRuPQdmKfdC3vzRK/NZUUWaNb9htC/fIzQJ2ZB/cM2yPIN1djhm9OkSRO88cYbWL16NSZMmIDQUM8Fly5evIhZs2ZhxIgR+Oqrr5CX572KPVFdx0AnlUlmF6Q7VMzoJCIiIiIKFJsgw+Yr0nUJ+9fPhV4peDmDqIYL08E6qh9Mc6fD8PlLsNzVH0KYzmtzxYUrCJn3I8LGvgHdW19DueuIewJPkImNjcUzzzyDdevW4YUXXkCDBg08tsvPz8eXX36JESNGYNasWbh48WI195Qo+HHqOpVJ5nAZMHnK6GRKJxERERFRtdiVHYl8m0qy746GrLROdYPQNAHFT92D4kmjodx1GOqNf0C59wRkHn4plTkEqH47DNVvhyFEh8N6e/eSAkaJcQHouW/0ej3Gjh2L++67D1u2bMHixYtx8uRJt3YWiwXLly/HDz/8gIEDB2LcuHFo3759AHpMFHwY6KQyyQRpoFOmUrotd8I4JxERERFR9VifIS1C1CbcgMb64gD1hihA1ErYb+0M+62dIcvMg3rLHqg27YIiw/MSDvLcQmi/3wrt91thb5sC69BesN3aGQgJzgJGKpUKd9xxB4YNG4bdu3dj0aJF2LVrl1s7URSxdetWbN26FZ07d8b48eNxyy23QC7n5F2quxjopDLJHe6BTiIiIiIiqn7nTCE4Xihdw++OhtkB6g1RcBDrR8EydggsD94OxeEz1woYHYDM4l7cBwCUR9OgPJoG8fMVsPXvDOvQXnC0SQnKAkYymQw9e/ZEz549cerUKSxZsgQbNmyAw8NU/P3792P//v1ITk7GuHHjcMcdd0CjCc5ALlFVYpifyuRLoJNT14mIiIiIqt76dOnanFEqG3rG5AemM0TBRi6Ho2NzmF96BIVL30HRXx6AvVVjr81lxVaoN/6B0Oc/Rejj70G9bAtkOQXV2OGKadGiBd5++2383//9Hx555BHo9XqP7c6dO4d33nkHo0aNwvz581FYWFjNPSUKLAY6qUwyQRrFlKlVwfhBFxERERFRrWayy/FzZrRk3+D4bKjkzDogcqMPgW14H5g+fR6GL1+G5Z4BECI8VzQHAMWlTITMX42wR96EbsY8KH87BNiDs4BRgwYN8Ne//hVr167Fs88+i9jYWI/tcnJy8Nlnn2H48OH48MMPkZGRUc09JQoMzkOmMilc1uiUq1ReWhIRERERUVXZfjUGxYLCuS2HiCENOG2dqDxCcjyKn7wbxRNHQbn7aEkBoz3H3JJ6gJIaFapdR6DadQRCZChsg7rDOrQXhMaeq6AHUlhYGB599FGMHTsWGzZswOLFi3HmzBm3dmazGUuXLsX333+P22+/HePHj0erVq0C0GOi6sFAJ3kliiJcPyCWqRnoJCIiIiKqTqIIbHApQtQzJh8xGs9rEBKRByol7H07wt63I2Q5BVBv2Q3Vxj+guJzlsbk83wjNiu3QrNgOe+tkWIf0hK1/F0CvreaOl02lUmHUqFEYOXIkfvvtNyxatAh//vmnWzuHw4GNGzdi48aN6NGjB8aNG4fevXtDximbVMsw0Ene2exuu+RqFQSXfVyjk4iIiIio6hzOD8NlszS4ckdDz8EZIiqfGBMBywODYbn/diiOni0pYPTzfsiKrR7bK4+fg/L4OYj/Xglbv04lBYzaNw2qAkYymQx9+/ZF3759cezYMSxevBhbtmyBILj+Bg/s3r0bu3fvRrNmzTBu3DgMHToUKs7epFqCa3SSV6LV/RNiOdfoJCIiIiKqVutcsjkbhZjRLsIYoN4Q1SIyGRztmsL8wtiSAkbPPwR7mxTvzS02qLfsQeiLcxD62D+gWboJsuz86uuvj9q0aYOZM2di1apVePDBB6HVes5CTU1NxYwZMzB69GgsWrQIRiN/rlDNx0AneSV6WHxZrlbBNc7JhE4iIiIioqqRbVFhT06EZN8dDbOZfEDkbzotbEN7wfTxczDMexWW+wZBiArz2lyRkQ3twrUIG/cmdK//G8pfDgCO4CpglJCQgBdffBHr1q3D008/jejoaI/tMjMz8emnn2L48OH49NNPkZXFjHGquRjoJK9ET1PXNWr3dtXRGSIiIiKiOmhTRj0IpVINtAoHBtTPCWCPiGo/ISkOxY+PhmHJWzC9NRm2Pu0hKjyHT2SCCNWe49D/YwFCJ8+EavPuoAt4RkREYNKkSVizZg1ee+01NG7c2GM7k8mERYsW4e6778bixYths3EdYKp5GOgk7zz8UFNo1Pz0mIiIiIioGjhEYOvVGMm+AfVzoVO6r7lHRFVAqYC9VzsUzXgchu/egvnxO+FIjPPaXHE5C7oPv0Po4+9BtemPoAt4ajQa3HPPPfjhhx/w0UcfoWPHjh7bmc1mfPLJJ3j44Yexf//+au4lUeUw0EleecroVGg07u2Y0klERERE5HeH88OQa5XOqBoanx2g3hDVbWJUOKz3DYRx3iswfvJXWO/oDVHn/vsxACjSs6H76D8InfQuVBt3AR6WhQskuVyOAQMGYP78+ViwYAEGDhzosfr6mTNn8Pjjj2PGjBnIzc0NQE+JKo6BTvJKtHsKdKrd1ugkIiIiIiL/2+6SzdlEX4RkvTlAvSEiACUFjFonw/zcgyUFjKY/DHvzRI9NFRk50P1rKcImvQvVht+DLuAJAB06dMA///lPrFy5EqNHj/bYZs2aNc5MUEeQZakSuWKgk7yzuf8AU3KNTiIiIiKiKme2y7ErJ1Kyb0Ac1+YkCipaDWyDe8A05wWY3n4C9haeA57yKznQffxfhE38B1TrfgM8zJ4MtKSkJMyYMQMLFixAy5Yt3Y4bDAbMnDkTjz32GI4fPx6AHhL5hoFO8kq0StfotIoCVGpmdBIRERERVbXfsiNhFW78uqaQiegXmxfAHhGRVzIZ7D3bwjT7BZjeeQL2lp6L/civ5kL36TKETfwH1Gt3BmXAs0OHDli0aBGmT58OvV7vdvzo0aMYN24cZs2ahcLCwgD0kKhsDHSSV65T1+0QoVKp3NsxpZOIiIiIyK9+ypROW+8SVYBIdfAFRYioFJkM9h5tYfr0rzD9YwrsrZM9NpNn5iFk9vcIe+wdqNf8CliD69+2UqnEQw89hBUrVmDo0KFux0VRxPLlyzFmzBisWbMGIoMCFEQY6CSvXIsR2cVrgU6XlE7+SCMiIiIi8p/MYjWOFIRJ9t0Wx0IgRDWGTAZ799YwffwcTO895T3gmZWPkDnLSwKeq38JuoBnbGws3nvvPXzxxRdo3Ng9SzU3NxczZszAE088gdTU1AD0kMgdA53knWug81pGJ6euExERERFVnR2Z0ZLtUKUd3aILAtQbIrppMhnsXVvdCHi2TfHYTJ6dj5C5PyDssbeh/vFnwGUZuUDr0aMHli1bhqlTp0Kjca80v2/fPowdOxaffPIJioqKAtBDohsY6CSvXDM6raLgceo6UzqJiIiIiPxDFIHtLoHOW2LzoJJz0E1UY10PeH70FxhnPQ17u6Yem8mzCxDy+QqETXgn6AKeKpUKEydOxA8//ID+/fu7HXc4HFi8eDHuu+8+/Pbbb5zOTgHDQCd55TZ1/XpGJ1M6iYiIiIiqxEmDHhlmrWTfgPqstk5UK8hkcHRuCdOHz8D4/jTY23sJeOZcC3g++jbU//sJsFirt59laNiwIf71r3/h448/RsOGDd2OZ2Zm4oMPPsBf/vIXXLx4MQA9pLqOgU7yylug061ddXWIiIiIiKiW235Vms3ZMKQYLcI4FZSoVpHJ4OjUHKYPn4Xxg2mwd2jmsZk8txAh//5fSYbnyu1AcfAEPG+99VZ8//33mDRpEpRKpdvx33//Hffffz++/PJLWCyWAPSQ6ioGOsk7l0Cn7drUdSZ0EhERERH5n1WQYWd2lGTfgPq5nFFFVIs5OjaH6Z/PwPjhM7B3au6xjTy3ECFfrkLYhLehXhE8Ac+QkBA8/fTTWLZsGXr27Ol23Gq14quvvsL999+PnTt3BqCHVBcx0EleiXaXQCczOomIiIiIqsyenAiY7NLMKE5bJ6obHO2bwfT+NBg/fBb2Ti08tpHnGRDy1SqEPfoW1Mu3AcXBkSmZnJyMzz77DDNnzkS9evXcjl+6dAnPPvssXnzxRVy5ciUAPaS6hIFO8kp0WfjYLnKNTiIiIiKiqvJTZoxku12EAbHa4ClGQkRVz9G+KUzvT4XxX3+BrUtLj23k+UaEfP0jwsa/DfX3WwFz4AOeMpkMQ4YMwfLlyzF69GgoFAq3Ntu2bcO9996LRYsWwWbjzzaqGgx0knd2h3TTW0YnUzqJiIiIiCol36rEvtxwyb7b4pjNSVRXOdo2QdHMp2H8+DnYurby2EZeYETIN/9XkuG5bEtQBDxDQ0MxceJELF68GB07dnQ7bjab8emnn2Ls2LHYu3dvAHpItR0DneSV6FLZzSIK0Gg0bmt0Ms5JRERERFQ5v2RFQSg10tbIHegdkx+4DhFRUHC0SUHRe0/B+MlfYevW2mMbeYEJIfNXI2z8W9D8dzNQVFzNvXTXvHlzfP3115gxYwYiIyPdjp89exZPPPEE3njjDeTk8EMd8h8GOskrh8unQRZ4DnQSEREREVHlbL8qnbbeu14+QpRCgHpDRMHG0ToZRe9OgfHTv8LWo43HNvJCE7QL1iBs/FtQr90JCIH9GSKXyzF69GisXLkS99xzD2Qe1sFbu3Yt7rnnHqxfvz4APaTaiIFO8spmKpJsW0QBWq3WrR2nrhMRERER3byLJi3STDrJvgH1cwPUGyIKZo5WySh650kYZz8PW8+2HtvIDUUImf099C/OhfzC1WruobuIiAi89tprWLBgAVq2dF931Gg04vXXX8cHH3zAtTup0hjoJK/sRWbJtnPqOlM6iYiIiIj85s886dqcMWor2kUaAtQbIqoJHC0bo+jtJ2Cc8wJsvdp5bKM8cgahT78PzZL1gNVezT101759eyxevBgvvfQS9Hq92/Fly5bhiSeewNWrgQ/OUs3FQCd55RbohOg5o7O6OkREREREVAvty42QbHeLLoCCyQVE5ANHiyQUvTUZhrnTYevd3u24zOaAdvEGhE79AIqjZwPQQymFQoEHHngAK1euxLBhw9yOHzp0CA8//DB2794dgN5RbcBAJ3nlGui0eilGREREREREN6fILsfxwlDJvi7RhQHqDRHVVELzRBS9+ThM7z0FoUGM23HFhasIff5TaGd/D5jMHq5QverVq4d3330XM2bMgEajkRzLy8vD1KlTsXDhQohcK48qiIFO8kowSyu1XS9G5Io/d4iIiIiIbs7B/HA4xBupBEqZgPactk5EN8netRUMX74My30DIcrdQz6atTsRNnkmlDsPBqB37kaPHo0FCxYgISFBsl8QBMyZMwcvvPACDAb+TCTfMdBJXjmKpIFOK0QolUowpZOIiIiIyD/2uazP2TbCiBAFq60TUSVo1Sh+/E4Y57wAR7NGboflOQXQvz0fure+hiw7v/r756Jly5ZYsmQJbrnlFrdjO3bswLhx43D69OkA9IxqIgY6ySuh2CLdVioAMM5JREREROQPogjsz5UGOjtHcdo6EfmH0KwRjLOfh/mJuyBq1G7HVb8dRtjk96Be/QsgBPYDlvDwcHz88cd46qmnIHOpgHzx4kU8+uijWLduXYB6RzUJA53klVBslWzbFZ7/unDmOhERERFRxZ0vCkGOVRp86BpdEKDeEFGtpFDAOuY2GL56GbaurdwOy4osCJn7A/QvzIb8XEYAOniDXC7H448/jjlz5iAiQlqkzWKx4O9//ztmzZoFq9Xq5QpEDHRSWSzSHx6C6lpGJ1M6iYiIiIgqbZ9LNmd9jQUJIRYvrYmIbp7YIAZF705B0d/GQYgIdTuuPJaG0Kn/hObbdYDVFoAe3tC7d2989913aNu2rdux5cuXY/Lkybhy5UoAekY1AQOd5JXoGui8NnXdrR1TOomIiIiIKmyvS6CzS3QhkwqIqOrIZLAN7Abj16/COriH+2G7A9r/bEToUx9AcTg1AB28IT4+Hl9//TXGjBnjduzIkSN4+OGHsXv37gD0jIIdA53kneunOGolAK7RSURERERUWSa7HCcKpVlVXaI4bZ2Iqp4Yrod5+sMwznoajvh6bscVlzIROn0OQj75L2AsCkAPS6jVarz66qt46623oNFoJMfy8/MxdepUzJ8/H0KA1xel4MJAJ3nnEugUVUqPzZjQSURERERUMQfzwiGUSiFQygS0jzQGsEdEVNc4OreE8cu/ofiB2yHK3cND6vW/I2zyTCh/3h/QqZwjR47EwoUL0aiRtIK8IAj47LPPMH36dBgMhgD1joINA53klcxql+64VqWNGZ1ERERERJWzL086bb1dhBFaBbOSiKiaadSwTBwF49zpsLdIcjsszy2E/t2F0L35NWSZeQHoYIkWLVpgyZIluPXWW92O7dixA4888ghOnToVgJ5RsPEp0KlQKALy9eyzz1b1+6cyyGzSQKdMo/LYjmt0EhERERH5ThTdA51dWG2diAJIaJoA0yd/hXnK3RC1arfjql1HEPbETKh//BlwBOZDmbCwMHz00UeYOnUq5C4ZqJcuXcKECROwZs2agPSNgodPgU5RFAPyRYEltzukO9TXMjpdUjr5pIiIiIiIfHfOFII8qzSQ0CWqMEC9ISK6RiGH9e4BMHz1Cmw92rgdlpktCPl8BfQvfAp5Wnr19w+AXC7HxIkTMXfuXERGRkqOWSwWzJgxA++99x6sVqvnC1Ct5/PUdVk1l/+r7vuRO9dAp1xbsvgvnwwRERER0c1zzeaM01rQMMQSoN4QEUmJcdEoevsJFL3yKITIULfjyuPnEDr1n9AsXOtexLia9OzZE9999x3atWvndmzFihV4/PHHkZGREYCeUaBVaI3OadOmQRCEKv+iwBNFEQq79FnIPKSvl7Stjh4REREREdUOe3MjJNtdogrcZk0REQWUTAbbgC4wznsV1qE93Q87BGiXbkLolPehOHg6AB0EGjRogHnz5uG+++5zO3b06FE8/PDD2LVrVwB6RoHEYkTkkWixumVuykO0ANynrhMRERERkW+MNgVOFuol+7pEc9o6EQUnMVwP8/NjYXx/GhwJsW7HFZezEPrSXGi//B8QgMQ1tVqNl19+Ge+88w40Go3kWEFBAaZNm4b/+7//q/Z+UeAw0EkeiUXFbvtUYXoPLblGJxERERGRr7ZejYFQKqVAJRPQPsIQwB4REZXP0ak5jF+8hOIHB0NUuIeSNCt/Qsgn/w1YoaLhw4fj22+/RWJiomS/KIqYNWsWcnNzA9Ivqn4+BTqTkpKQlJSEmJiYqu5PQO5H7gQPgU6ll0AnERERERGVL9+qxPcX4iX7OkQZoFEwdYCIagCNGpbHRsL42Yuwt2rsdli98Q/oPvwuYMHO5s2bY/Hixejfv79kv8ViwfLlywPSJ6p+Sl8anTt3roq7Edj7kTuxyOy2TxMRFoCeEBERERHVDovPJaDIoZDsuzfxSoB6Q0R0c4SUhjD96zmoV/8C7VerICsV2NT8tA+JhQYIbz4BaDzX+ahKYWFh+PDDD/Haa69h06ZNzv3ff/89Hn30UWi12mrvE1UvTl0nj1wzOq2igJDQkmprXKOTiIiIiKhiThbqsO2qdMbagPo5aBVuClCPiIgqQSGH9a7+KHp9IkSV9AOciH2nEfrO/IBVZJfL5Zg4caJkX35+PtatWxeQ/lD1YqCTPBJN0ozOItEBnU4HAG5Filh1nYiIiIjIO0EEvj4jXTcuROHA+JTLAeoREZF/2Pu0R9GbkyGqVZL9qj3Hof/7V0CxJSD9at68OXr2lFaLX7JkCYQAFEyi6sVAJ3nkmtFpFgVnoNMV45xERERERN5tvRqDVKN0vfsHkjIQpbYHqEdERP5j79Yapn88CVErnaquPHAK+lf/DZjca4BUh0ceeUSyff78efz6668B6QtVHwY6ySPXqutlZXQSEREREZFnRpsCS9IaSvYlhBRjeMOsAPWIiMj/HB2bwzTzaYg66RqYyqNnoX/5M8gKq3+Zjt69e6Np06aSfUuWLKn2flD1YqCTPBJcihGZIUCv91x1nVPXiYiIiIg8+++FeBTapVM6H296ESo5B9FEVLs42qTAMOtp2PUuwc5TF6D/22eQ5RurtT8ymcwtq3Pv3r04fvx4tfaDqpdPVdcrYuPGjdiyZQsOHDiA7OxsGAwGn9ZAkMlkOHPmjL+7QzfJU0Zn7PWMTqZ0EhERERGV67xJi/XpsZJ9PWPy0SnKEKAeERFVLUfzRKS9+ACafrIC8lKBTcXZy9C/OAemWU9DjImotv4MGzYMc+fORU5OjnPfkiVL8O6771ZbH6h6+S3QuWvXLkyYMAGnT5927hOvpfrJSkXGRJf0P5lMBlEUJW0o8ASz6xqdDq7RSURERETkI1EE5p1JhFBq4Se1XMDEJpcC2CsioqpnaRQLwz+fQdgrn0OeXeDcr7hwBfrps2F6fyrE+tHV0he1Wo0HHngAn3/+uXPf5s2b8cwzz6BBgwbV0geqXn6Zur5lyxb0798fp0+fhiiKzi/gRiDTdd/1wKZr4JOCg+BSdb10MSKGpImIiIiIyrYzOwpHC8Ik++5udBX1tdYA9YiIqPoIjerD+OGzEOKkAU1FejZCp8+BLCO72voyZswYaDQa57bD4cB///vfars/Va9KBzpNJhPGjh0Lm80GURQxZcoU/PHHHxg/fryzTVpaGg4dOoTVq1fjxRdfRP369SGKIkJDQ7Fo0SKkpaXh7Nmzle0K+ZHdIF0ouKisjE7GqomIiIiInIodciw8myDZF6ux4O5GVwLUIyKi6ifG14Pxw2fhaFhPsl9+NRehL8yG/MLVaulHZGQkRo8eLdm3cuVKGI3Vu2YoVY9KBzq/+eYbZGdnQyaT4cUXX8Tnn3+O7t27IyzsxqeXjRs3Rrt27TBixAi8//77OHv2LJ588kkYjUZMnDgRhw4dQuPGjSvbFfIjm0H6D94s3ihGxFUGiIiIiIi8W3ExDjlWtWTfY00uQ6NghgAR1S1i/SiYPnwWjiTpNHF5TgH0L86GPC29Wvrx8MMPS5ZMNJlM+PHHH6vl3lS9Kh3o3LhxIwBAq9Xi73//u0/nhISE4IsvvsDjjz8Ou92OCRMm4MoVfroZTGyF3jM6XeOcHK4REREREZXIMKux6lKcZF+HyEL0iskPTIeIiAJMjImA6Z/PwNFUmukuzzdC/+IcyE9frPI+JCYmon///pJ9S5cuhd1ur/J7U/WqdKDz0KFDkMlk6NWrF0JDQz228bYO50cffQS9Xo/8/HwsWLCgsl0hP3IYpYFOMwROXSciIiIiKseCs41gF2/8mqWQiXi8ySXOiiKiOk2MDIXx/Wmwt5TO5pUbihD60lwojqVVeR8eeeQRyXZGRga2bdtW5fel6lXpQGdOTg4AICUlRbJfqbxR0N1slha2uS4sLAwDBgyAKIpYtWpVZbtCfuQwFUm2iyFArb42/YaDNCIiIiIiN3tzw7EnN1Kyb3jDTCTqiwPTISKiYBKmg2nm07C3ayrZLSsqhv6Vz6E4eLpKb9+pUye0bdtWsm/JkiUskl3LVDrQef0vhDMIdk3pNTrLmpYeHx8PALhw4UJluwIAMBgMWLFiBaZNm4Y+ffogNjYWKpUK4eHhaNWqFcaPH48NGzZU6C9yRkYGZsyYgS5duiA6Oho6nQ5NmjTBo48+ih07dlS4jz/++CPuvfdeNG7cGFqtFvXr10fv3r3xwQcfoKCgoMLXqwqCSToYc6iUkvUsSuOPBCIiIqKbx/Fr7WATZPjmbCPJvkiVDQ8kZQSoR0REQUivhendJ2Hr3EKyW1Zshf71L6H883iV3Vomk7lldR49ehQHDhyosntS9VOW36Rs0dHRuHLlilu1qgYNbiw0e/z4cTRp0sTj+ZcvXwYA5OXlVbYr+Ne//oXXXnsNxcXun5gaDAacPHkSJ0+exOLFi9GvXz8sWbIESUlJZV7zf//7HyZOnIj8/HzJ/rS0NKSlpWHRokWYPHkyvvjiCygUijKvZTAYMHbsWKxZs0ayPysrC1lZWdi1axfmzJmDZcuWoU+fPr696SoimqXfQ0F9468KEzqJiIiI/IPj19pj9eX6yDBrJfvGpVyGXikEqEdEREFKq0HR209A9858qHYfc+6WWW3QvTkPRa89Bnvv9lVy64EDByI+Ph4ZGTc+hFqyZAk6d+5cJfej6lfpQGfLli2RkZGB8+fPS/Z37NjR+XrdunUYMWKE27kFBQX4448/AABRUVGV7QpOnTrlHCQ2atQIgwYNQrdu3RAbGwuz2Yw//vgDS5YsgdFoxC+//IIBAwZg165dqF+/vsfrbdmyBQ888ABsNhsAYMSIERg9ejT0ej327duHr7/+GoWFhZg3bx4A4KuvvvLaN7vdjjFjxmDz5s0AgLi4OEyePBlt2rRBbm4uli5dip07d+LSpUsYMWIEfv31V7eU6mpltkg2BY0qQB0hIiIiqr04fq0djDYFll+QVhRuEWbEgPq5AeoREVGQU6tQ9MYk6GYtgurXg87dMpsDun8sgOm9p+Do2Nzvt1UqlRg7diw++ugj574dO3YgNTUVzZo18/v9qPpVeup69+7dAZSk+5bWs2dP1KtXD6IoYsGCBdi5c6fkuCAImDZtGnJzcyGTydCzZ8/KdgUymQxDhgzBpk2bcP78eSxcuBDTpk3DAw88gAkTJuCLL77AkSNH0LJlSwAln2q//PLLHq9VXFyMSZMmOQeJc+bMwZo1a/DEE0/g4YcfxkcffYQ9e/Y4M1fnzZvnHAR6Uvp4mzZtcPDgQbzzzjt46KGHMHXqVPz666944YUXAAD5+fl48sknK/39qAxZkTSrQAy58ek0F1InIiIi8g+OX2uHg/lhKBZuZMfKIGJy00uQc9xMROSdSomiVx+FdWBXyW6Z3QHd2/Mhv5RZJbe98847JcW0RVHEu+++C0FgBn5tUOlA56BBgwCUTD3fu3evc79SqXQOdiwWC2677TbcddddeO211/DXv/4VrVq1wn/+8x9n+yeeeKKyXcG7776LjRs3YvDgwZDLPb+1xo0bY9myZc7tZcuWoaioyK3dN99841w3dNSoUZg2bZpbmxYtWuCzzz5zbr/xxhse7+lwOPD22287txcvXoy4uDi3du+//z46deoEANi5cyc2btzo8XrVQVEkzeiURehvvHZpy3V7iYiIiG4Ox6+1w2mDXrLdIdKAZmHuz4iIiFwoFDBPfwTWYb0lu+XGIuje+AqyQpPfb6nX6/HQQw9J9h06dAg//PCD3+9F1a/Sgc6BAwciOjoaoihi8eLFkmOvvfYaOnbsCFEU4XA4sHr1asyaNQuzZ8/GmTNnnO3Gjx+P4cOHV7YriI6O9qldx44d0apVKwBAUVERUlNT3dqUHkw+//zzXq911113ITk5GQCwa9cunDt3zq3Njh07nAWZ+vfvjy5duni8lkKhwLPPPuvcXrp0abnvpSqIFisUdodknyIizEtrIiIiIrpZHL/WDqcNOsl2y3D//2JORFRrKeQwP3s/bC7rciouZ0H3znzAZvf7LSdMmIDExETJvrlz5+Lq1at+vxdVr0oHOpVKJQ4cOIDjx4+7Dai0Wi22b9+OBx98EEBJOnDpr5CQELzxxhv45ptvKtuNCitdFd5sNkuOGQwG51T7sLAw9OvXz+t15HI5hg0b5txev369W5sNGzY4X5cX0C193NO1qoPDwycmyqgI52u3jM4q7g8RERERcfwarBwicMYoDXS2CGOgk4ioQhRyFL08Do5mjSS7lYdSETL7e79PJdVqtXjttdck+0wmE95//32InLZao1U60AmULJzesmVLjxUgIyMj8Z///AcXL17EokWLMGvWLHzwwQf44YcfcOnSJbz55ptep+lUFYvFglOnTjm3GzduLDl+7Ngx59oMnTt3Lrca5fV1SgHgyJEjbscPHz7ssa0ncXFxzk8VMjMzkZWVVWb7qiAUGtz2aWIivbbnzwAiIiKiqsXxa/C6YAqBRZB+v5uFcto6EVGFaTUwvTUZQkyEZLd60x/QfL/F77fr3r07Ro8eLdm3Y8cObNu2ze/3oupT6arrvmrYsCEeeeSR6rpdmZYuXYqCggIAQJcuXZwLsl938uRJ5+uUlJRyr1e6TelzK3O9ixcvOs+NjY0t9xx/EgqMku1i0YGwmBvTqliMiIiIiKh6cfwavFynrcdpLYhQ+3+aJRFRXSDWi4TprckIfWE2ZBarc792/ho4GsbC3q+TX+/33HPP4ddff0Vubq5z3/vvv48ePXpIZlJQzXFTgU6z2YzvvvsOW7ZswdmzZ1FYWIiIiAikpKRg0KBBePjhh6HT6cq/UABkZWXhpZdecm6//vrrbm3y8/Odr+vVq1fuNWNiYjyeW1XXK81iscBiuVE4qLCwEABgs9mcFTcrypojvWeh6EBoaKjzeg6HHMCNT60FUYDNJl3TkwLv+vO62b8HVPX4jGoGPqfgx2cU/PhsKofj15tnt5cEHAVBqLJquqcKpb/3NAs1snJvFbn+feX3t/bgM619/PFMhaYJML30CPT/WABZqSmkun8ugSE2Eo4W7rOJb1ZYWBheeOEFyTT2nJwczJ49G6+88orf7lNT1cR/mxUOdG7YsAGPPfYYMjMznftEUYRMJsOff/6J5cuX4+9//zvmz5/vlwJD/mS1WjFmzBjndJq77roLd999t1s7o/FGRqNWqy33uiEhIc7XBoP7tG9/X6+0mTNn4q233nLbv2nTppsONofvOYHSPzYKBTsuXryIdevWAQCOFzYBcGOR4OzsHKxb99tN3Yuq3ubNmwPdBSoHn1HNwOcU/PiMgpenCuHkG45f/aN0po6/Hc9rLtmu70jH5cuXq+x+BGRkZAS6C+RnfKa1T6WfaeNoxNx7K+KX73DukllsCHnjK5x97WHYosMr2cMb2rRpg65du2Lv3r3OfStXrkTXrl3Rtm1bv92nJqqJY7gKBTo3btyI0aNHOz8ZlclkzkVarwc7gZK1ee68806sXr1astB5IAmCgIkTJ+KXX34BADRt2hTz588v9zxZkM/TfuWVVyRFoAoLC5GYmIghQ4YgPPzm/uEbcwWUHgoWinb06dPHGbjOPCjHyp03jsfExARdUJtKsiI2b96MwYMHQ6VSBbo75AGfUc3A5xT8+IyCX05OTqC7UCNx/Fp5BQUF2LlzJ6KjoyXBWH8xO+S4ck7a526NVEgIT/D7vajk30RGRgbi4+Orvc4DVQ0+09rHr8/0sYawGCzQbNjl3KUqMKHpF2tg+PAZQFf+B3G+evPNN3H//fdLiv3NmzcP3333HdRqtd/uU9NkZ2cHugsV5nOgs7i4GI899hjsdrszwBkTE4Pu3bsjKioKeXl52L17N3JyciCTyeBwODBp0iScPXsWGo2mKt9DuURRxJQpU/Ddd98BAJKSkrBlyxZERUV5bB8aGup87VrR0pPSbTyt4RAaGoq8vDwAJd/H0te/meuVptFoPH5/VSrVzf+yZ5RG7AtFOxLq1XNeT+nyt0Ymk0Ol4n9KwapSfxeoWvAZ1Qx8TsGPzyh48blUHMev/qG8NnCVy+VVEkRJKwyFgBuBZTlENA0zM2BTxarqeVLg8JnWPv56psXP3A/FlRwoD5x27lOmpSP0/cUoenMyoPDP35uGDRvi6aefxkcffeTcd+7cOSxcuBBTpkzxyz1qopr479LnHv/3v//FlStXIJPJoFarMXfuXGRkZGDt2rVYsmQJ1q5di4yMDMyZM8cZ7b5y5QqWLl1aZZ33hSiKePrppzFv3jwAJRXit23bhuTkZK/nREZGOl/7Er0unaVQ+tyqul5Vcy1GVCjYERER4aU1wKLrRERERP7D8WvNcdoonWqfrDdDo+DomIjIb5QKmF6fCEej+pLdqt3HoJ23yq+3euCBB9ymqi9YsABnzpzx632oavkc6Fy/fr3z9dy5c/H0009DoVBI2iiVSkydOhVz5szxeF51E0URU6dOxb///W8AQEJCArZv346mTZuWeV7Lli2dr9PS0sq9T+k2pc+tqutVNXtegWTbIDoY6CQiIiKqBhy/1iynC/WS7WZhpgD1hIioFgvToejtJyCEST9c0vxvB9Srf/XbbRQKBV5//XVJrMtut+Pdd9+tkUV56iqfA5379u0DACQmJmLSpElltp00aRISExMhiiL2799fuR7epOuDxC+++AJASRry9u3b0axZs3LPbdOmjTM9d//+/XA4yq4ovmfPHufrdu3auR1v3769x7aeXL16FRcvXgQA1K9fH7GxseX2198s2fmS7UJRmtEZ5Ms+EREREdVIHL/WPKeN0kBnCwY6iYiqhJAQi6IZkyAqpQl32s9XQPnncb/dp0WLFhg3bpxk38GDB7FixQq/3YOqls+BzqysLMhkMvTu3bvctjKZDH369HGeV91cB4nx8fHYvn07mjdvXs6ZJcLCwtC3b18AJVUjf/3V+ycEgiBg48aNzu077rjDrU3pgkzlZbher2wOIGAFfmy5+ZLtQtFe9hQkpnQSERERVQrHrzVPrlWJbIu0QEXzsJpXnZaIqKZwtG8G83MPSvbJBAG6dxdCfq6SVd5LmTx5MhITEyX75syZg8zMTL/dg6qOz4FOg8EAoKTCti+ut7t+XnWaNm2ac5DYoEEDbN++HS1atKjQNR588MY/ntKL0bpatWqVc6pOr169PK6d1L9/fzRo0AAA8NNPPzmzY105HA7Mnj3bYx+qk71A+syMEKDT3UgRZ0InERERkX9x/FrznDZIszlDFA4k6IoD1BsiorrBNrgHih8aItknKyqG/o2vIMv3T/xJq9Xi1VdflewzmUx4//33/XJ9qlo+BzpFsSRtz9eKS7Jr85uvn1ddnnnmGXz++ecAbgwSb2adoIkTJyIpKQkAsHr1anz22WdubU6fPo2pU6c6t9955x2P11IoFHjjjTec2+PHj/f4ScDLL7+MAwcOAAD69u2LoUOHVrjf/iAWSosROUI0zufpsX1Vd4iIiIioFuP4tWZyDXQ2DS2CghkBRERVzjL+Dlj7dZLsk1/Nhe7NrwGrzS/36NGjB0aNGiXZ99NPP2Hbtm1+uT5VHWWgO+BPr7/+OubOnQugJND6l7/8BSdOnMCJEyfKPK9Lly7OQeF1Wq0W33zzDYYPHw6bzYZp06Zhw4YNGD16NPR6Pfbt24evv/4aBQUlhXsmT56M22+/3es9Jk+ejP/973/YvHkzjh49io4dO2Ly5Mlo06YNcnNzsXTpUucUo4iICHz55ZeV+VZUjsEs2RT0Wsk2x29ERERE/sHxa8112iAtitGc63MSEVUPuRzmFx+GPDMPypPnnbuVx88h5KP/wPzyeL8UF3nuuefw66+/Ii8vz7nv/fffR/fu3REWFlbp61PVqFWBztJrEYmiiFdeecWn8xYsWIAJEya47b/99tuxbNkyTJw4Efn5+VizZg3WrFnj1m7y5MnOqUbeKJVKrFixAmPHjsWaNWtw5coVj5+gN2rUCMuWLUPbtm196ntVkBe5TLkJ03tueE01J+0SERER1Rocv9ZMggikGliIiIioWogiYLFBZjJDZiqGrKgYMpMZttu7Q3H6AmTCjaCE+qd9EBrVh2Wc+/rT3litVphMJhiNRhQVFTlfm0wmdOzYET/99JOzbXZ2NubMmeM2tZ2CR4UDnSdOnMCiRYt8anedL+2Bkikxwebuu+9Gr1698MUXX2D16tU4d+4ciouLER8fj1tuuQWTJk1C//79fbpWWFgYVq9ejR9//BGLFi3Cnj17kJmZibCwMDRt2hT33HMPnnzySUmF8+omFFugsEurdBbLRZw7dw6JiYlQKBSsuk5EREQUxOra+LW6CSKw6lIcihzSyr8sRERE5IEoAsXWG0HKUn+iSLpdEsC88RqljzkEn2+pXbIBa/Iu4lyIDCaTqdwvm61i091XrFiB+++/H82aNavod4OqgUz0cRFNuVxe5jqN/uBwOMpvRGUqLCxEREQECgoKEB4eXuHz7Zm5ON/2Tsk+iyjgqN2Ig4IJ6dEhSBs4GWc7Pus8rpYLuKOpgHvbKtEnEVD6vPIrVSWbzYZ169Zh+PDhUKlUge4OecBnVDPwOQU/PqPgl5OTg3r16t30+IRqt8qOX8uSn5+PHTt2oF69eggJCan09QqsSsw51Rh786SB3Wi1Fd/0PFLp61PZBEHA5cuXkZCQ4HPtCApufKZBThAAs8VjkLIkEFk6QFlyDCYz7PkGqK32ktmiRcWSjMvqMtOUhm/Ml6vs+q+99hruueeeKrt+sMjOzsbQoUNr1BiuwhmdFSkuVJGCRFUdRCXfiB4W7tXI5OiiCkcXhAMmYP0FE/7Z8cZxqyDHj6fl+PE0IDfnoKHhT3TTXUD3xjo0a9YUTZs2Rb169fiMiYiIiKjGOpwfio9PJiPPqnY7dltcbgB6RERUBoejJPBY5CFb0iQNTJYOVEqClmYLZDexVl2gP3a2igJ+s+ZX2fW1Wi26dOlSZdenyvE50JmUlMRAVR2gjK8HW4NoqK54H6x1TfsTKrsVNqX7IE8IicGlkKG4BGD5sRMwLVoC077/QGfNRtOmTd2+mjRpgsTERCiVtWq5WCIiIiKqJRwisOx8PH642ACiS1lOGUTck3gVDzVOD1DviKhWsjukgUhTMWRFvmdVykxmyIqtgX4XVcYsOmAQHTAIdhhEB4yiHUbRAYNoR45gw3pLNo47bm7dZIVCAb1eD71eD51Oh9DQUOe2Xq9HdHQ0hgwZguTkZP++KfIbn6NL586dq8JuULCQKRRouvbfOPDCe7DtPoy4IvflBOoXZmL2t0/jmwFPYF9KVwhyhYcrAaq4Vogc8Q9EjvgHVOd24fyexTi0YRkE0wpJO6VSieTkZI+B0JSUFOj1ZRdDIiIiIiKqCtkWFT4+kYxjhe7VdSNVNjzX8hw6RhkC0DMiClpWmyTgCNf1J4s8ZFRKMinNkFntgX4XVcZ0LUB5PTBpKP2ncGPbWPpPl/02uGeZarVa6PX6a4HJxuheKjhZ1tf1QKZOp4Ner4dWq2WSXw3HNDpyo0qKR/flcwAAjnwDivceQ94ve2D4fT/kx89BabaiZcZJfLD0BeSExmB7m4HY0m4ITjVs5fWatuReCEvuhYh7PkHC6V+g2LcM5w8ux3lLHux2O1JTU5Gamurx3Li4OKSkpCAlJQVNmjRxvk5JSeGU+DLY7SX/OZpMJmbMBik+o5qBzyn48RkFP5OJ1aip5tmdE4E5pxrDaHf/udIpshB/aXkOkeraG4wgqnNEEbBYrwUhbwQk4bo+pWugsuh6QNMMuakYMnvtrD0iiGJJkNJDcNJ4LcPSWEbg0iDaYRIdKP3dUSgUJYHG0OuBxghJBmUDHwOVISEhHAOSk8/FiKhmqMrF3AFAFATYUi+gYOd+nFuzBaFpV6C6lAmZCFyIScKWdoOxtd0QZEQ1LPdaIZYi9DyxHQkH/oeCk1twwJaPQ3YjjKLv/zHodDrEx8cjPj4eDRs2RMOGDZ2v69evD4XCc7ZpXSCKIkwmE/R6PYPBQYrPqGbgcwp+fEbBz2g04q677qpRC9lT9Qm2YkQ2QYZv0xKwNr2+2zGFTMTDjdNxZ6OrkPPHTbVj4Zrax2/PVBSvFc3xHJB0y6q8Pu3bWAQYr2VRmq2QC75X9q5JHKLoDD66Z0p6Dk66ZlyaRIczjzIkJMRrRqRer4cgCGjQoIHbtO/r7a+31Wg0HLsFuTpRjIjqNplcDnWLZKjqRyI9Wo6IiAhoHSKUpy8h+uR5PHzyNzy6aCmORzTB1naDsb3NQBTqIj1ey6zR4aeOI4COIxBtyMHAo1vw6uFNwOX9OGg34IDNgP32QpxxmD0kppcoKirCmTNncObMGbdjCoUC8fHxSEhIQMOGDZGQkICEhAQ0atQIDRs29EvlzWAmCAJMJhNCQkI4EAxSfEY1A59T8OMzCn7FxcWB7gKRT9LNGnx0PAVnTTq3Y/U1FjzfKg0tw4sC0DOiWkwQIDOaIXOt7l1qqjdc1qYUDUUQjUWQmcyQF1mgsNhuqmhOTWATBWm2pOASmHSZ3u0pq7IIgjN7snSgUa+PkgQjw3U6NPQQnCz9pdPpykwo4gcSFGgMdFKlqFQqqMNDgB4RcPRoW5KGLoponJ6NySfOYdKJD3EwPxxb63XFb81vgVWl8Xid3LAY/NDrAfzQ6wEkZZ/DoCOb8cyRzWiYnwGDYMdBuwH77Qbstxlw0G5AgVj+NCGHw4FLly7h0qVLHo/HxMSgUaNGHr+ioqJq/CdLwrVPIzUaDf+DCVJ8RjUDn1Pw4zMKfipVoOuvEpXvp8xofJmaiGKH+y/wvWPyMLXFBeiVtXNKKtFNc63s7aGq9/VAJQxFEAxGiNczKIuKoTBb0a4Wr0dpEQUPmZKeA5SumZXGa/vlOq3XjMjSGZWxXornXP9Sq9U1/ndcIl8w0En+J5NBSIiFkBALDOqOdgDaFVsw5dRa7D6vxU9CCg5EtvBaxOhCvWQsGDAZCwZMRtuLh3H74U0YcHw7bjEXONucdZix31aI/dcyP085TKjoJIOcnBzk5OTg4MGDbsd0Op1b8PN6NmiDBg24/gcRERFRLWF2yDEvNRHbM2PcjqnlAiY2uYQhDbLB+ADVOjb7jandpQvhuKw/KRQY4Sg0QjSaIDOWFM1RFFugKrZBaa+dU70BoOj69O0yMiVdC+dc329WAKI+BGq9rlSwMcxjoDKxjAxKnU7HD3GJKsiv0Zpff/0VS5cuxZ49e3Du3DkUFBQ4CwSURyaT+dyWaiCtBpoOyejXAegHM3ItR7AzLQQ/Z0YhVRbr9bSjie1xNLE95g79C7qf+QODj2xC71M70QRAE0UIxiAOAGBVyHA2BDjoMGFnfgZ2GbOQ60PWpzdFRUU4deoUTp065Xbs+pR4b9mgtX1KPBEREVFtkWYMwYcnUpBu1rodaxRixvTWaWis59ILFGRE8Vplb2n2JIpuVO4WC02w5RsgGEwQDSZnO4XZAqXFBpXVDqWjdk71BgBjGVW9rxfOubFm5Y01KW1aFYQQDaAPgTb0esAx0mNGZQO9Hk1LZVS6Zk8SUWD4JdCZm5uL8ePHY/369ZL9rHNE3kRrHBjVyohRrYy4VJSJnzOj8XNmFK5a3AeZAOBQKLGrRV/satEXIZYi3HpiBwYd2YTO5/ZBIQpQO0S0MgKtoMMDmqaApinMMeG4GqvHGS2w327AnrwrOH/5ErKzsyvV97o+JZ6IiIiophNFYH1GPSw82wg20T1b6va4bExqeglaRe3NVqMAEUWg2OpeGMdUDNFYBHu+AfaCQgiFJgiFJmc7udkCZbEVKosdGpsDilr6q7YgipIApeu6lJ6yKouVMji0agghWoh6LRCqgy7UPUB5/ateaCgae5jmzbW+iWqHSgc67XY7hgwZgv379zOwSTelkc6CsckZeKhxBk4a9NiRGY2dWVEw2D3/9TRrdNjY8Q5s7HgHYgzZuO3oVtx+ZBOaXzmF0iHEkJxCJOcUIhnAIACiOgqOth1Q3LwRMmNDcTpExJn8HGfQ8tKlS0hPT690ZnF5U+KvT4F3/eKUeCIiIqKqYbPZnAEMo12JL9OaYk9etFu7ELkdj6ecRd+YHMAOWDjhLKhcX5PZYrEEJiAlCJAVW6+tO1kM+bX1Jx2FRtjyCuEoMJasQWkoAkxmyE3FkBdboSy2Qm2xQ21zQGMX4b2MS81WurJ3WetPGq9lT1rVSti1KljVSsjDdECoDnJ9CHShkW7Tt69P9Y71sN9f2ZM2m80v16nrAv7vlPyqJv67qHRU5csvv8S+ffucWWr33nsvJk6ciM6dOyMmJoaBG/KZTAa0CjehVbgJE5tcwoG8cPycGYXduZGwCp5/QOaE1ZMUMbr98CYMOroF8fkZ7te32qA8ehahR88iFEATAEL9KNhbJcNxW084WifDmhKPq7nS4GfpL5PJVKn3WFRUhNOnT+P06dNux0pPiS8dDE1MTERCQgJ0Ovfqn0RERETk3fVCWHa7HQ6HA6dNEfjqUlvk2NyXGkoOKcSURkdQX2NGEQurB6XriTVms7nis6QEAfIiC+RFxSXVvY1m2PILYS8wQCg0Qig0AUZzSYCyqBiKYitUxSVTvDXXApRaQYQctXN2llUU3NaZ9JRBaZYDVrUCdq0ado0KjhANEBoC6EOgDNVB5xKYvP46VqdD41L7rxcQFEURJpMJer3+pma+2e12LoEXZCr175SCTk3891XpKOT333/vfP3JJ5/g2WefrewliaCSi+geU4DuMQUossuxKycSP2dG43B+GAQvg4sL9ZIx/7YnMP+2J9Du4iEMOrwZA45vQ4S50Ot95Jl5UGfmAT/vBwCIKgXCmyWiSavGcLROgf2WARBjowCZDKIoIj8/3xn0vHz5siQImpWVVan3XJEp8a5ZodHR0fxPhIiIiMjF9Uyvzl264dtjIZh7VA2H6D5merSdFc91k0Ot6FDdXSQfiDY7RIMJ1rxC7Dq0DY0TkmDNzUdxTh6suQUl2ZSFhpJMSmMRZEUWKMwWqCx2qG12aO0itH5ZhSA4x9vF19ac9JRBaRTtMEIoCU5q1BB0Gog6LeRhesjCdFBEhkEdFQldZDjCwsMRGhqK8PBwhIWFoX5YmPN1aGgowsLC/L72pN1ux44dO9CtWzcmSdUSfKa1S25ubqC7UGGV/lt39OhRyGQytGzZkkFOqhI6pYCBcbkYGJeLXKsSv2ZFY0fm/7N33+FNlW8fwL8ns2ma7tKWWWTvjQgCggNERQUVRQUFkZ+Ce4EKKu6NgsCryHAhKiIKONggAiJDAdlLRqF7t5nn/aM09JykbdqkyUn6/VxXL5JzTk7ukrZ5cp/7ee5YHCuouMJxb6OO2NuoI2YOfhQ9Tu/E1X8tx2WHNiPMZq70uQSrHZr9J6DZfwJYugEA4IiLgr11E9japCC+TQpiWrZChw4dXB5bXFyMs2fPuk2Enjlzxu9T4uvXrw+NRoPExEQuhk1ERER1Vq5Nj4nrIvHHadcZQrEG4J2rgSub6gBwvFQbRLMF1uw8FJxPQ/65dBSdz0BxeibMWTmwZOXClptf2tE7vxBC4cW1KHUWO/RWBwwOEfpyyek2F/4Nu/AV7Ioqq55UAzadFrawi5WTgskIdWQEtNGR0MZEISwuGhGxMYiMjERkZCSiIiPR8EKCsuwrPDxcsUURZdNijUajswKbghtf09BiNleeQ1EirxOdZVN5e/Xq5XUwRFWJ1dkwtEEahjZIw6miMGxMi8HGtFikmfVuj7er1NjauAe2Nu4BAyzok78fV+5bhW5bfoOmsNij51Rl5kK1+R9oN/8DABDVKtgvaQB7mxTY26TA1iYFYlIcDAYDmjVrhmbNmrnGYbcjLS0Np06dCsiU+KSkJJc1QTklnoiIiELdhv8EvHl2AArcLIPUqyHwwSAgKSIAgQUBh8OB4pxc5J09j8Jz6ShMS0dRehbMZVWUOXlw5JVbj7KoBJoSK3SW0rUow+xAuAjoIf2/r35KWZkJOqC0s7dL9aTogFmrcq4/6TDoIUYYIESEQ3UhQamLjYI+NhqG+FiYYqKdCcn6F/41mUwwmUxMEhER1YDXic769evjxIkTXGSW/K5ReAnuTEnFyCapOJBnxMb0WPyeHoOCipoYQYfVpk5Y3asTYvo+jH76UxiQ9hda/fsXNP+egPq/cx49r2B3QHP4FDSHTwE/bgIAOKIiLiY+W6fA3qoxYLiYfC1bfzM5ORk9e/aUnE8UReTm5la4LqgvpsSfOXMGZ86cwbZt21z2x8bGVtglnlPiiYiIKBhZ7cA7W4A5OzSQf+RRCcCjlwITewDqEPwIY7fbkZeXh7xzpRWUhefTUZKRhZKMLJizcmHLyYM9Nx+O/CIIzvUordCardBZHTDYRYQ7ACNU0Aql/0ECgIgLX55R9n+svLN3vmhDkQowa1QXpniXVlCKRgNUEeFQRUVAHRUBXUwU9HExMCTEwpgQB1NUFCIjI1GvXPWkwWDg+JmIKIC8TnT27NkTx48fx4EDB3wRD1G1CQLQJqoQbaI8b2KUbdVhmbUZloU3Q4O+N6L/8Cz0M55BgxOHod5/AuoDJ6DefxKqAs9WolflFkC1dS+0W/cCAESVAEdKfdhaN4G9bVPYWzeBo2G90mBd4hcQHR2N6OhotG/f3mV/SUmJZEp8+S9fTInPyspCVlYW/vnnH5d9BoOh0i7xvMpMRERESvNfLvDwL8AuN9ewkyKADwcDlzbwf1yVEUURxcXFyMvLQ35uLvLOlyYoi9IyUZKRDUtWDqzlEpQoKJIkKPVWO8JsIgwOIAJqRAhqqAUBBgCubZcqIgBl/cAVnKezlevsXXBhenfJhQSl/UKC0hGud1ZQaqJN0MZEQRcbBUN8HMLrxcGUEIfI6Gg0KbcGJdcSJCIKDV7/Nb///vuxePFibNu2DYcPH0aLFi18ERdRjdSkidGZ4jB8dbI+vkJ9tI5sg/4Ds9B7RDYi1VaozqRDfeAk1P8eh+bASahOnIXgEKuMQ3CIUB87A/WxM8DKPwAAjohw2Ns0gb11WeVnE8BY9dAzLCwMl1xyCS655BKXfWVT4iuqBi0oKKjy/JUpLi7GkSNHcOTIEZd9FU2JL/vilHgiIiLytz/PAGN/BPIsrvuualq6HmeM55k/v9iwYQPGjBmDY8eOYZyhAf5naIRolQbRHp9BDWeCUtmFlLCIDuRfaI5TohJQohFgLqugDNNBNIYBEeEQTEZookzQxkRCHxeNsLhYhCfEQh8fg5379uKGoUPRLi4OYWFhrJ4kIiIJrxOdAwYMwLhx4/DJJ59g1KhRWLNmDRMcpAiSJkZmLTalx2BjeuVNjA7kReBAXgTmHmuErjG56F8vFt0HJkF/9YXp5kUlUB86Bc2BE6WVn/tPQJXrWTJRVVAE1fb90G7fDwAQBQGORomwt70w3b1NChyNE4FqLANRfkp8jx49JPvsdjsOHDgAh8PhtiI0LS3N4+dxpzpT4uVVoXFxcRyUEhERkc89u9Y1yamGA5P7iLivm9rd5JqAu++++3Ds2DE0VoXhGWPTQIdToRLRgUI4UKQSUaJRwaxVw6bXwBamgxgeBkQYoDIZoY4yQRNtupigrBcHY2ICTMn1EBcfh5YmE9RqdY1isFqtOJeTjcTERM4sIiIit3xSnz9z5kxYrVYsWLAA3bp1wxtvvIHrrruO5f+kGLF6K25smIYbG3rYxEgUsD0rGtuzomFQ23FZfA76JWShfTSAzi1g73yhclkUoUrNvDDV/cLXsTMQ7I4qYxJEEer/zkH93znoftlaerrwMNhaNYa9TVPY2zSBrU1TwFSzCweCICAyMhINGjRw2yW+sinxZ8+edXbLq6nqTolv0KABmjZtiuTkZK+el4iIiOquEznS+02iRNwavhH3dOoDQahZcq02lZSUOGfOtNDUXrFIERwoVokoVguwaNWw6jWwh+ngCA8rXYfSFH4hQRkJfWw09HHRMCTEISIxARFJCYiqn4QwUwQvVBMRkeJ5lIkcOHCgRyfT6/U4ePAghg0bhrCwMLRq1QpRUVEevSEKgoA1a9Z49DxE3pA3MdqQFovNGZU0MbKrsfZ8HNaej0NLUyGmtj8Mo+ZCIlMQ4KgfD0f9eFgHdi/dVmKB+sgpqPefgKas6jMrz6PYhKISaHcdgnbXIQCAqFHD2rsjLNf1gb1Tc7drfNZUTabEnzlzBqdPn0Z+fr5Xz13ZlPh27dph9OjRuOKKK2p8tZ+IiIjqHlEErLJrzTMG2XDiz9zABOSB7Oxs521jBYnYQkGEWS2U6+StgyNcDxgNEEzhUEdGQHOhk3dYXAwMCRfWoUyqh4iketBGmyCwAIWIiOoIj97x1q9f7/HVO0EQnItp//333x49RhRFXh0kvyvfxGhss9PYlR2JjWmx2J4VVWETo0P5pYnRIfUzKj5xmA729s1gb98MFgAQRQjp2dDsPwn1/uOla34eOQXBaq86Rpsduo27oNu4C/aG9WAZ0hvWq3tCjDTW7Jv2UGVT4gFU2iXe2ynx+/btw9NPP40mTZrgrrvuwvXXXw+dTufVOYmIiCj0uVtGXa/wa6aVJTr13duhwYpZEKqxrBEREVFd5/GlPVGsugGLLx5DFAhalYiecbnoKWti9E+OCaKsiVG1U/KCALFeLKz1YmHt36V0m8UG9dHTzunumgMnoErLrvQ06tNpMHz8A8LmL4e1X+fSKs+2TX1a5empqKgoREVFoV27di77zGYzzp49i1OnTnk1Jf7kyZN49dVXMWfOHIwcORLDhw+HyWTy9bdCREREIcLmZuUgtcJzhOUTneGyRKfKZGSSk4iIqJo8SnSuW7eutuMgUozyTYy2ZkThzf3NJPs7x3g2Db1SOg3sbUobEJURMnOdSU/1/pNQHzwJwWpzeahgtUG35i/o1vwFe5MkWK7rA8uV3YEIZTQB0+v1aNq0KZo2dV1Mv2xKfNkU+PJf//33HwoLC10ek5mZiRkzZmDevHm45ZZbcMcddyAhIcEf3woREREFEbubGguNwieNlU90RsgTnUaFtYcnIiIKAh4lOvv371/bcRAp0r5caQVhirEIyQZLBUd7R4yLgu3yTrBd3ql0Q34RdKv/hG7lH1D/d97tY9Qnz8EwawnCPv0R1iu6wjKkD+ytGgekytMT5afEd+/eXbLPZrNh9erVWLhwIQ4dOuTy2MLCQixcuBBfffUVrrvuOowaNQpNmjTxV+hERESkcO4qOjUKL4jMyclx3pZPXVcp5CI2ERFRMOGq1EQVEEVgW2aUZFuvuBz/BWAKh+XmK2C5qT/Ue49Ct+IPaH/f7XZtT8Fshe7XbdD9ug325g1hGdIbJWXT5IOERqPB4MGDMWjQIGzZsgULFy7EX3/95XKc1WrFDz/8gGXLlmHAgAEYPXo02rdvH4CIiYiISEnsQZjorHTqOhOdRERE1cZEJ1EFjhUYkG7WS7b1is/xfyCCAHuH5iju0BwlucOg/e1P6FZuhvqs+4ZI6iOnYfjwG4R9sgyOnq2hvvVqiC0a+TnomhMEAb1790bv3r2xb98+LFy4EGvXrnVZ81cURaxduxZr165Ft27dMHr0aPTu3ZuNzYiIiOooecd1ILjW6JRXdAqcuk5ERFRtTHQSVWBLZozkfnJYCRqHlwQomlJiVAQstw6EZfgVUP99GPoVf0Dzxz8Q3JQwCMVmxG34G9jwN2ytm5R2bO/fFQgLng7m7dq1w1tvvYWTJ0/i888/x/Lly902M9qxYwd27NiBFi1aYNSoUbjmmmug0fDPGxERUV3itqJT4dc/K0t0sqKTiIio+hR+jZMocLZmREvu94rPUc7SlyoV7F1aoej5e5H/xUsouec6OBJjKzxcc+Akwt9bhMiRUxE2awlUJ1L9GKz3mjRpgueffx4//fQTRo8eDaPR6Pa4w4cPY8qUKbjpppvw9ddfo7i42M+REhERUaDY3DQjCuaKTjYjIiIiqj6PSp6mTZsGAOjZsycGDx5cqwEF4vmI5E4VheFMcZhk26X+XJ+zGsTYSJjvuAbm266CZucB6Fb8Ac22vRAcrqN9obAY+mUboV+2Ebb2zWC5rjesl3cCdNoARF59CQkJePjhh3Hvvffi+++/x1dffYWMDNcp/KmpqXj77bfx8ccf4/bbb8dtt92G6Oho/wdMREREfhOMa3RW1oxIYEUnERFRtXmU6HzxxRchCAImTJjgl8Sjv5+PSG5bhrQJUazOghamogBF4yG1CrYebWHr0RZCeg60P/8BzcrN0GYXuD1cs/coNHuPwjH7e1iv7gnLkN5wNKzn56BrxmQyYfTo0bjjjjuwcuVKfPbZZzh58qTLcbm5ufi///s/LFy4EDfddBPuuusuJCcnByBiIiIiqm3B2HVd0oxINtmOU9eJiIiqj4vYEbmxNTNacv/SuByolDJt3QNiQjRK7hqMM/3aIeVMDvQ/b4HmrwMQRNcqT1VeIfRL1kG/ZB1snVvAfF0f2C7rAGiV/+dBp9PhpptuwtChQ7F+/XosXLgQe/fudTmupKQEX3/9Nb799lsMGjQIo0aNQosWLQIQMREREdUWeUWnACh+/Map60RERL6l/EwGkZ+llehwtEC6BmRAuq37gloF62UdYO/TCcK5TOhW/gHdb9ugys53e7hm92Fodh+GIzoClkG9YBnSG2JSnJ+Drj6VSoWBAwdiwIAB2LlzJxYuXIjNmze7HGe327Fy5UqsXLkSffr0wT333IMuXbqwUzsREVEIkHddV3o1J8BmRERERL5WrUTnmjVrMGbMmNqKhUgRtmVKp61HaGxoF+V++ncwEZPiYB5zA8x3XwvNlj2lHdt3H3J7rCqnAGGLV0P/zRrYurWG5bo+sF3aFlCr3R6vFIIgoFu3bujWrRsOHz6MhQsX4rfffoPdbnc5dvPmzdi8eTM6dOiA0aNHo3///lCpguATEREREbklr+hUeiMiQDZ1nWt0EhERea1aic4DBw7gwIEDtRWLE6urKJDk3dZ7xuVCHUo/kloNbP26wNavC1Rn0qBbuQXa37ZBlVfocqggitD+tR/av/bDER8Fy+DLYBl8GcSEaP/HXU0tWrTAK6+8ggkTJuCLL77ADz/8gJKSEpfj9uzZgyeffBJNmjTBqFGjMGTIEOh0ugBETERERN6Qd11XekWn1WpFYWHp+CscKqhkn4E4dZ2IiKj6PH77F0XR719E/pZj0WB/XoRkWy+Fdlv3BUeDeigZdyPyv3wJRc/cDVv7ZhUeq8rIRdgXv8A06kWEv/AJNH/uc9/eVGGSk5Px1FNPYfny5Rg/fjyioqLcHnfy5Em8/PLLGDp0KD777DMUFAR/FS8REVFdIh+WKD3RWb7juryaE+DUdSIioprwqKJz/vz5tR2HW23atAnI81Ld9WdmFERcvJoeprKjU0xeACPyE50W1oHdYR3YHaqT56BbuRm61dshFBS7HCo4RGi37oV26144EmNhufYyWAb1ghgbGYDAPRcTE4P7778fd999N5YtW4YvvvgCqampLselp6fjgw8+wKeffopbbrkFd9xxB+Lj4wMQMREREVWHvOu6RuEzcipbnxNgopOIiKgmPEp0jh49urbjIFKEbbJu611j86BT1a3qYkeTJJQ8MBwl994A7cZd0K3YDM2Bk26PVZ3PQtiCFdB//jNsvTvCPKQ37J1bAApe69JgMOD222/H8OHDsWrVKnz22Wc4fPiwy3EFBQVYsGABvvrqK1x//fW4++670bhx4wBETERERJ4ItjU6K010atSATuvniIiIiIIfu64TXVBoU+GfHJNkWyhPW69SmA7Way6F9ZpLoTp6GroVf0C39i8IxWaXQwW7A9pNu6HdtBv2+vGwDOkD6zU9IUZFuDmxMmi1WgwZMgTXXnsttmzZggULFmDHjh0ux1ksFnz//fdYunQpBg4ciHvuuQdt27YNQMRERERUmWDrul5Vx3X2LSAiIqo+hb/9E/nPjqwo2MSLvxIawYFusbkBjEg5HM0aouTh25D31TQUPTIC9uYNKzxWfTYDhrnLYLpzKgxvfAb1niOAgtfcFQQBvXv3xscff4wFCxZg4MCBbj9YiKKINWvW4O6778b//vc/bNmyhWsJExERKYhd9rasUniesPx64GGC9GOZEKb3dzhEREQhgRWdRBfIu613is5HuEb5zXb8KjwM1iG9Yb32MqgP/Qfdis3Qrt8JwWx1OVSw2qFbtwO6dTtgb5wIy5DesFzVEzApd72pDh064O2338aJEyfw+eefY8WKFbBaXb+37du3Y/v27WjVqhVGjx6NK6+8EhoN/5wSEREFknzqulbhJR3lxxgCpFlZQenz7omIiBSK76BEAMx2ATuzpc10esXnBCaYYCAIsLdqguLHRyLvq2kofnA47CnJFR6u/u88DHOWInLkVBje+RLq/ScUXeWZkpKCKVOm4KeffsLo0aNhNBrdHnfw4EE8++yzGDZsGL755huUlJT4OVIiIiIq41LRqfBPOtJEpwynrRMREdWIwt/+ifxjd04kzI6LayOpIKIHp617JiIclhv7oWDOMyh47xFYruwBUeu+ulGwWKFb9SciHn0fxsemQ73vmJ+DrZ6EhAQ8/PDDWLFiBR566CHExcW5Pe7MmTN48803MXToUKxatcrPURIREREQfF3XmegkIiLyPSY6iQBsk01bbxtVgCidLTDBBCtBgL3dJSh++i7kfzUNxeNvgr1hvQoP1+w/gYjHP0D4y/OgOpvhx0Crz2Qy4Z577sHy5cvx/PPPo0mTJm6Py8zMxKRJkzBp0iRJgwEiIiKqffKKTqXP/rbZLo41VfLEptIXGCUiIlIohb/9E9U+uwj8lRUl2XZpXe627gNipBGWYQNQMPdZFLw1EZb+XSBq1G6P1f7+NyLGvYawOd9DyCv0c6TVo9PpcPPNN+Pbb7/F22+/jXbt2rk9btWqVbjtttuwdu1aP0dIRERUd8nX6FQrPFfIik4iIiLfY6KT6rwDeRHIt0mnWveM47R1nxAE2Du1QPGz9yD/y5dQPOYGOBJjXQ+z2aFfugGme1+Gbsk6wKLsalq1Wo2BAwdi4cKF+L//+z9ceumlLsdkZWXhqaeewnPPPYecnBz/B0lERFTHuCQ6Ff5Jp9JEp5stREREVDWFv/0T1b4/M6XVnCnGItQLswQomtAlRptgGXEV8j99DsUPDIPDTfd1oaAYho9/QMT9r0GzcZeiGxYBgCAI6N69Oz766CO89tpriIqKcjnml19+wW233YYNGzYEIEIiIqK6w2XqusJzhZV2XefUdSIiohphopPqNFF0TXSymrOWaTWw3NQf+QumwHzLQIha1ynt6tRMGF9dUNqw6N/jAQiyegRBwKBBg/DNN9+gf//+LvszMzPx+OOPY+rUqcjLywtAhERERKHPpRmRwj/plF+jk1PXiYiIfEPhb/9Etet0URjOlYRJtvWMzQlMMHVNRDhKxt2I/LnPwdK/i9tDNPtPIOKx6TC8ugDCuUw/B1h98fHxePfdd/Hyyy/DZDK57F+xYgVuu+02/P777wGIjoiIKLQ5gqwZEdfoJCIi8j2Fv/0T1a4/ZU2I4nQWXBJRHKBo6iYxKQ7Fz96DgumPwda2qdtjdBt3wXTfqwj7+Acgv8i/AVaTIAgYMmQIvv32W/Tp08dlf3p6Oh555BFMmzYNBQUFAYiQiIgoNMkrOoNp6rrLhzImOomIiGqEiU6q0/7MjJbc7xGXy3FlgNjbpKDwvUdQ+Py9sCfHuewXrHbol6wrbVi0dD1gVXbDooSEBHzwwQd44YUXYDQaXfYvW7YMI0aMwK5duwIQHRERUegJ7mZEsgEo1+gkIiKqkVp7+9+7dy9+/vlnfPXVV/jss89q62mIaizbosGhfGkC6tK4nMAEQ6UEAba+nVHw8bMoHn8THBGuDYtU+UUwzFmKiPtfh2bz34puWCQIAoYOHYpvvvkGl112mcv+tLQ0vPTSS3jttddQWFgYgAiJiIhCh7wZUTCt0emCV96JiIhqxKdv/ydPnsSECRMQGxuLTp064frrr8fdd9+Ne++91+XY8+fPY8SIEbjtttvw1ltv+TIMIo9slzUhMqjtaBfFqcSKoNPAMmwACuY/D/OwKyBq3DQsOpsB47R5MD45A+oDJwMQpOeSkpIwY8YMPP/8826rO5cuXYoRI0bgzz//DEB0REREoUE+dV3pRZGVTV0XmOgkIiKqEZ8lOhctWoQOHTpgzpw5yMnJgSiKzi93EhMTkZGRge+++45r1VFA/JkVLbnfNSYPWpVyqwPrIjHSiJLxN6Pgk2dh7dvZ7TGavUcR8ch7MLy+EML5LP8GWA2CIODmm2/G4sWL0bNnT5f9qampeOCBB/DGG2+gqEjZ65ASEREpkXzqutIrOiVT1+WJTaVnaYmIiBTKJ2//S5YswV133YXCwkKIoojo6Ghce+21aNmyZaWPu++++wAAxcXF+OWXX3wRCpFHSuwq/JMt7Yrdk9PWFctRPx5Fz9+Lgvcega11E7fH6NbvhGnsqwib+yNQqNyGUsnJyZg1axYmT54Mg8Hgsv/bb7/F7bffjh07dgQgOiIiouAln7oeTM2IXENVePBEREQK5XWiMycnB+PGjYMoihAEAVOnTkVqaipWrFiBq6++utLHDh06FFqtFgCwZs0ab0Mh8tjubBOs4sUff7UgomtMXgAjIk/Y212CwumPoWjyaDgSY132C1Yb9N+uKW1YtGwjYLMHIMqqCYKAW265BYsWLUL79u1d9p85cwb3338/3n77bRQXKzdpS0REpCTB1oyo/Bqd7LpORETkG16//X/88cfIycmBIAh44YUX8OKLL0Kv13v0WKPRiLZt20IURfz999/ehkLkMXm39baR+YjQKjMpRjKCAOsVXZE/9zkUj7sRotG1KlKVWwjDrCWIGP8GNFv2KLZhUYMGDTBt2jQ89dRTCAsLc9n/9ddf44477mBndiIiIg+4NCNSeK6wfEWnSwUnp64TERHViNeJzpUrVwIA4uPj8cwzz1T78WXT248dO+ZtKEQesYvAX1nSRkQ943IDFA3VmE4Dyy0Dkb9gCsw39YPopmxDfToNxhfnwvj0TKgOnwpAkFVTqVS47bbb8PXXX6Nz584u+0+dOoVx48bhvffeQ0lJif8DJCIiChLyik6Vwis6K5u6zmZERERENeP12//BgwchCAIuv/xy6HS6aj8+JiYGAJCby0QT+cfBPCPybRrJNiY6g5cYaUTJA8NR8MlkWPt0dHuM5p8jME18B4a3PoeQlu3nCD3TqFEjfPzxx3jiiSdcquJFUcSXX36JkSNHYs+ePQGKkIiISNlsQVzRyanrREREvuF1ojMrq7TLcb169Wr0eIvFUhqI0i+5UsiQT1tPMRahXpglMMGQzzga1EPR1LEoeOdh2Fo2dnuMbs1fMI19Ffp5PwGFyquOVKvVGDlyJL766it07OiatD158iTGjBmDDz/8EGazOQAREhERKVcwr9EpyGs6megkIiKqEa/f/qOiSqcA5+fn1+jx//33HwAgLi7O21CIqiSKwJ+Z0mnrPWJZzRlK7B2aofCDx1D0zN1w1Itx2S9YrAhbvBqmMS9Dt/x3wK68tVlTUlIwd+5cPPLIIy6V8g6HAwsXLsSdd96Jffv2BShCIiIi5XHpuq7wRKfDcTEzK0IWvELXFyciIlI6r9/+GzRoAFEUsXv37mo/tqioCFu3boUgCM61Oolq0+niMKSWSJu+XBqXE5hgqPaoVLAO7I78T59D8ZgbIIa7NvpR5RTAMONbRPzvTWi27VPcBwq1Wo1Ro0bhq6++Qrt27Vz2Hz9+HPfeey8++ugjZ2U8ERFRXWaTV3QGUVGkTZboFG3KuxBLREQUDLxOdA4YMAAAsH///mp3Bp45cyaKiooAAAMHDvQ2FKIqyas543QWXBJRHKBoqNbptLCMuAr586fAfENfiG6WyFD/dx7GqR/DOOkjqI6eDkCQlWvatCnmzZuHiRMnQqvVSvbZ7XbMmzcPd911F/bv3x+gCImIiJTBEWQVneXZRHmi01bBkURERFQZr9/+R44c6bw9fvx4Z+KyKmvWrMHUqVMBABqNBnfddZe3oRBVyWXaelwul0CqA8ToCJRMvAUFH0+CtVd7t8dodh9GxIR3YHjnSwgZOf4NsAoajQb33nsvvvjiC7Ru3dpl/9GjRzF69GjMmTNH0tiAiIioLpFXdCq9GVH5zuryik5YmegkIiKqCa8Tnd27d8ewYcMgiiJ27NiBfv36YcuWLRUef/bsWTz99NMYMmQILBYLBEHAfffdh8aN3TcPIfKVbIsGh/ONkm09OW29TnE0SkTRS+NQ8NZE2Js3dNkviCJ0q/6Eacwr0C9cCRQrq+FP8+bNsWDBAjzwwAPQaDSSfXa7HZ988glGjRqFQ4cOBShCIiKiwAm2ZkTl2eVT1xW4hjgREVEw8Mnb/9y5c9G6dWuIoohdu3bh8ssvR+PGjfHDDz84jxk+fDg6duyIRo0a4d1333VWHXXp0gXvvfeeL8IgqtRfWVEQy3W0NKjtaB9VEMCIKFDsnVqgYMYTKHrqLjjio132C2Yrwr76Fab7X4f6nyP+D7ASWq0W9913Hz7//HO3axsfOnQId999N5YtWxaA6IiIiALHpRlREFV0WuVrhbOik4iIqEZ8kuiMjo7GunXrcMUVV0AURYiiiDNnzuDs2bPON/AffvgB+/btc+4HStfl/O2336DX630RBlGldmZFSu53jcmDVqWsBjTkRyoVrFf1QP6851Byz3UQDa5/h1Rp2TA+PRNhc38ELMr6wNGyZUt89tlnGDduHNRqtWSfzWbDtGnTMH36dNhZEUJERHVEMFd0shkRERGRb/js7T8xMRFr1qzBwoUL0blzZ2dCU/4FAG3atMGCBQvw22+/ITY21lchEFVIFIH9eRGSbV1jcwMUDSmKXgfzHdcgf/7zMF/XB6JKWv4hiCL0365BxCPvQXUiNUBBuqfVavG///0PCxcuRLNmzVz2f/7553jyySdRWFgYgOiIiIj8S17RqQmiRKfL1HU2IyIiIqoRTdWHeE4QBNx99924++67ce7cOWzZsgVnz55Fbm4ujEYjEhMT0atXL6SkpPjyaYmqdK5Ej1yrtGN1m0hOW6eLxJhIlDx8Gyw39oNh5rfQyKasq4+dQcTEd1Ay9gZYbuwHuOngHiht2rTBF198gZkzZ+LLL7+U7Nu4cSPGjBmD6dOnIzk5OUAREhER1T55MyJVME9dZ0UnERFRjXid6Pzxxx+dt6+99lpotaXJpKSkJNx8883enp7IJ/bnSZsQRWutSAqzBCgaUjJHkyQUvjkBuiXrEbZwOQTrxQ8agtUGw5yl0Pz5L4qfGAnRzfqegaLT6fD444+jWbNmeO2112ArVwly5MgRjBo1Cu+88w46deoUwCiJiIhqj3zqelBXdFqZ6CQiIqoJr9/+b7rpJtx8882YPHmyM8lJpDTyaettIgsgKPwqPwWQSgXLrQNR8METsDdJctmt3XkQEePfhGbTbv/HVoUbb7wRs2bNQlRUlGR7VlYWxo8fjxUrVgQoMiIiotoln7oeXBWdsiwt19gmIiKqEa8TnWFhYQCArl27eh0MUW05kCut6GwdxTULqWqOZg1QMPNJmIdd4bJPVVAE4yvzYXj7C6Cw2P/BVaJbt25YuHAhmjZtKtlutVoxdepUzJw5Ew6Ho4JHExERBafgruiUEtl1nYiIqEa8fvsvW/OtLOFJpDR5VjVOFxsk27g+J3lMp0XJ+JtR8PqDcMRHue5evR2mB96Ces/RAARXsUaNGmH+/Pm47LLLXPbNnz8fzzzzDIqLlZWgJSIi8oYtyJoRla/otEGWpXU4IPKiJBERUbV5/fbfoUMHiKKII0eOVH0wUQAclE1b16vsaGosClA0FKzsXVuhYPYzsPTr4rJPdT4LxqdmQD/vJ0BBFRgmkwnTp0/HHXfc4bJv7dq1GDt2LM6fPx+AyIiIiHxPnhdU+tT18mzyZkQAGxIRERHVgNeJzrIP0H/88QdOnTrldUBEviZvRNTCVKT4K/ykTGKkEcXPjkbR03dBDJdWsQuiiLDFqxHx6PtQnTwXoAhdaTQaPPnkk3j22WehVqsl+w4ePIi7774be/fuDVB0REREvhNsFZ3l2eCa6BSZ6CQiIqo2r9/+b731Vlx++eWwWq245557YDabfREXkc+4a0REVGOCAOuVPZA/5xnYOjRz2a0+choRE9+BbtlGwF11RoAMHz4cM2fOhMlkkmzPzMzE/fffj99++y1AkREREfmGfI1OtcIrOstPXZd3XQcA0aacWSJERETBwutEp0qlwuLFi9GtWzesX78evXr14gdmUgyLQ8CR/HDJtjZRTHSS98TEWBS+ORHFY4dC1EgrJQWLFYZZSxD+3BwImbkBitBVz549sXDhQjRu3Fiy3Ww2Y/Lkyfi///s/iApKzhIREVWHvOu6OogqOq2cuk5EROQTGm9PMGbMGABAixYt8Pfff+Off/7Btddei5iYGHTu3BkJCQkwGAxVnKX0iuann37qbThEEkfzw2ETL45yBYhoaWLHdfIRtQqW266ErVsrhL/xOdT/Saesa3ccgHr8Gyh+9HbYLu8UoCClmjRpgoULF+KZZ57Bn3/+Kdn38ccf48SJE3jhhRfYYI6IiIJOyFV0KmjdbyIiomDhdaJzwYIFkjdpABBFEVlZWVi3bl21zsVEJ/mafNp6E2MxjBp2sCTfcjRriIKZTyBs3nLof9gg2afKL4Lx5XmwXN0TxQ8MB4yBTyBGRkbiww8/xNtvv40lS5ZI9v322284c+YM3n33XSQkJAQoQiIiouqTJzqDaY1Oq5tEJzh1nYiIqNp88vYviqLkq6LtlX0R1YYDskZErSNZzUm1RK9DyQPDUPjaA3DERbns1q36E6YH3oR679EABOdKq9Vi8uTJePrpp6FSSd8K9u3bh1GjRuHAgQMBio6IiKj65M2IlF7RWZ67rutsRkRERFR9Xld0zp8/3xdxEPmcQ2QjIvI/W7fWKJjzDAwffgPtpt2SfarzWTA+NQPm266C+a7BAV88TBAEjBgxAo0aNcKkSZNQWHjxQkBaWhrGjh2Ll19+GQMHDgxglERERJ5xmbqu8IpONiMiIiLyPa8TnaNHj/ZFHEQ+d6Y4DAU26Y84E53kD2KkEUXP3QPt6u0wzPoOQpHZuU9wiAj7ehU0Ow6g8Kk7fVRX753evXtjwYIFePTRR3HmzBnn9pKSEjz11FOYMGEC7r33XpdlSoiIiJTEpRmRwt+2HI6LmVl3iU6XzC0RERFVSQEfsYlqx/5c6bT1OJ0FCWHWAEVDdY4gwHp1T+TPfga2dpe47NYcPoXIh95F7NpdgAKW77jkkkuwcOFCdO3a1WXfRx99hKlTp8JsNrt5JBERkTIEW0Vn+fdVDdxkZdVqP0ZDREQUGhT+9k9Ucwfk09ajWM1J/icmxaHw7YdQMuZ6iBrpBxbBbEX9r9YgYuonELLyAhThRTExMZg1axZuvPFGl30rV67E//73P2RmZgYgMiIioqrZgqwZUXFxsfO2u0SnoPV68h0REVGdo/C3f6Ka2y9rRNSGjYgoUNQqmEdcjYLpj8HeONFlt/av/YgY/wY0m/8OQHCyWLRaTJkyBY899pjLVPV//vkHo0aNwuHDhwMUHRERUcUcsgkSKoVPXS8pKXHeVrtZHoaJTiIioupjopNCUo5Fg3MlYZJtXJ+TAs3RohEKZj4J8439XPap8gphnDYPhve+AopK3DzafwRBwF133YX33nsP4eHhkn3nzp3DmDFjsHHjxgBFR0RE5F6wVXSWT3RqOXWdiIjIJ7y+TDhmzBhfxAFBEPDpp5/65FxE8m7rBrUdjY3FFRxN5Ed6HUoeHA5bz7YwvPsVVLIp67pft0H9zxEUP3U37O2aBijIUv369cO8efPw2GOPITU11bm9qKgIjz/+OB555BHcddddbFJERESK4NKMSOGJTsnUdcE1WFZ0EhERVZ/X754LFizw2YdcJjrJV+TT1luZChXfeZPqFlv3Nsib/TSENxciaqd0Krg6NRPGJz+A+fZrYL5zEKAJXEVHixYt8Nlnn+HJJ5/E339fnFoviiKmT5+O48ePY/LkydBqtQGLkYiICHDTjEjhYz/J1HWu0UlEROQTPrnOKYpitb7cPY7Il+SNiFpz2jopkBhpxKkHhqLw8TsgGvSSfYJDRNhXv8L42PsQzgW2AVBsbCxmz56N6667zmXfsmXL8OCDDyIvL/DNlIiIqO4SRdeKTqVPXS9f0el26noAL3QSEREFK68vE86fP9+j4xwOB3Jzc7Fnzx789NNPyMjIQFhYGKZOnYrk5GRvwyByMtsFHCuQrivIjuukWIIAy9U9Ye/YHOFvfwHNvuOS3ZpDpxDx6PsofHk8HC0aBShIQK/X46WXXkLTpk0xc+ZMyb6dO3fi4YcfxuzZs2EwGAIUIRER1WXyRkRAcDUj0rhrRsREJxERUbV5negcPXp0tR9jNpsxZcoUvPPOO/joo4/w22+/oU2bNt6GQgQAOFYQDrt4cbCogogWpqIARkRUNTE5HoVvPwz9N6uh//xnCOXm36my8xHx5Icoen4MbD0C97dSEATce++9aNKkCaZMmSL5gLZnzx488cQTmD59OnQ6XcBiJCKiukneiAgIropODZsRERER+URA3v71ej3eeustPPnkkzhz5gxuueUWFBUxEUW+cURWzdnYWAyD2s3ol0hp1CqY77gGBR88DnvDepJdQokF4VM/hvbXrQEK7qKBAwfi008/RUJCgmT7tm3bMGXKFNjt9gBFRkREdZV82jqg7GZEdrsdVqvVed8l0anVsNkfERFRDQT07f+ll15CdHQ0Dhw4gHnz5gUyFAohR2WJzksimESn4OJo0QgFHzwGW6cWku2Cw4Hw9xZB/8XPpYuRBVDr1q0xa9YsREVFSbavXr0ar7/+OtdeJiIiv5I3IgKU3Yyo/KwIwHXqOqetExER1UxAE50GgwH9+vWDKIpYtGhRIEOhEHIkX9pxvTkTnRSMIsJR+Mr/YLmiq8uusM9/gWH614AtsJWTl1xyCWbMmIHwcOnFhaVLl2LGjBkBioqIiOqiYKvodEl0Qp7oZMd1IiKimgj4239SUhIA4MiRIwGOhEJBkU2Fs8XS7tXNuD4nBSudBsXP3I2S26503fXLVoS/+AlQbA5AYBe1a9cO7777LrRarWT7woULsWDBgsAERUREdY7bNTqDqaLTzdR1IiIiqr6AJzozMjIAAHl5eQGOhELBsYJwiOUGimpBRIqxuJJHECmcSgXz2KEonnALRNm0Nu32/Yh48kMIWYH9+9mzZ0+8/vrrUKmkbykzZszA999/H6CoiIioLgm2is7yjYgATl0nIiLylYC+/efk5GDNmjUAgHr16lVxNFHV5OtzNgkvhk7FtQIp+FmG9kXR1DEQddLKSfWR04h49H2oTp0PUGSlBgwYgClTprhsf+2117Bq1aoARERERHVJ0K/RKf9YxqnrRERENRKwRGdWVhZGjBiB3NxcCIKAvn37BioUCiHyjuuctk6hxNa7IwrfnABHpHQdWtX5LBgfmw71vuMBiqzU0KFD8fjjj0u2iaKI559/Hlu2bAlQVEREVBe4m7oeTBWdBp1Ocl/QsqKTiIioJry+VPjZZ595fKzNZkNmZiZ2796N5cuXo6CgwLnvoYce8jYUIhzNlyY6m0cUBigSotphb9sUhe8/CuNzc6A6l+ncrsovgnHSRyh65m7YLu8UsPjuvPNO5Obm4tNPP3Vus9lsePLJJzF79mx07NgxYLEREVHocribui4AUOjEHnlFZ7hOusY8mxERERHVjNfvoPfccw8EofrzQkTx4qjjxRdfxKWXXuptKACA/Px8/Pbbb1i3bh127tyJw4cPIycnBwaDAfXr10fPnj0xcuRIDBo0qNK4169fjwEDBnj8vKNHj/a48cayZcvw+eefY/v27Th//jwiIyPRrFkz3HzzzRg/fjyioqI8fl66qMCqRmpJmGQbKzopFDka1kPB9EcRPvVjaA6dcm4XLFaEvzIfJQ8Mg+XGfgGL74EHHkBeXh6+/fZb57aSkhI8/PDD+OSTT9CiRYuAxUZEpEQcv3rPbTMiFeCw+z8WT8grOsN1OqB8rFyjk4iIqEZ8cqmwfNKyOpo1a4bXX38dt9xyiy/CwHvvvYfnnnvO5QopUDqAPHjwIA4ePIjPP/8cffv2xRdffIHGjRv75Lk9kZ+fj5EjR2L58uWS7enp6UhPT8fWrVsxY8YMLF68GL179/ZbXKHimGzaukZwoHG4688CUSgQYyJR+PZDCH91AbR//uvcLogiDLOWQJWejZIxNwAq/8/bEwQBTz/9NPLy8vDrr786t+fn52PChAn49NNP0ahRI7/HRUSkRBy/+oa7ik6VALjJfyqC/PUO00oTnazoJCIiqhmv30FHjx7t8bFarRYmkwlNmzZFz5490bNnT2+fXuLQoUPOQUPDhg1x5ZVXonv37khISEBxcTG2bduGL774AgUFBdi0aROuuOIKbN26tcpGSCNGjMDtt99e6TFVDThtNhuGDx/ubMqRmJiIcePGoW3btsjKysKiRYuwefNmnD59Gtdddx1+//13tGvXrhrfPcnX50wxFkPLRkQUysL0KHrxPhhmfAvdz9I1MPXfroWQnoPiJ+4EdP7/sKRSqfDSSy+hoKAAmzdvdm7PzMx0JjsTEhL8HhcRkdJw/Oob8opOtQDUYNKZ38gTnQatDii3SdAy0UlERFQTXr+Dzp8/3xdx+IQgCLjmmmvw5JNP4sorr4RKVsl0zz33YNKkSRg0aBAOHjyI48ePY9KkSZg3b16l523dujVuuukmr2L75JNPnIPEtm3bYu3atUhMTHTunzBhAp588km8++67yMnJwfjx4/H777979Zx1jTzR2ZzT1qkuUKtR/MgIOOrFIGzhSsku3fqdUGXlofCFsUBEeAUnqD1arRZvvvkmJk6ciN27dzu3nzlzBhMmTMAnn3wS8KmORESBxvGrb8i7rmsU3IgIcNOMSKuVHsBEJxERUY0ofAhQPa+++ip+/fVXXH311S6DxDJNmjTB4sWLnfcXL16MoqLaTYjZ7XZMmzbNef/zzz+XDBLLvPnmm+jcuTMAYPPmzZIpn1Q1eSOiZhFMdFIdIQgwjxyEoidGQpS1mNX8cwQRj38AIS07IKEZDAZMnz4drVq1kmw/evQoHnnkkVr/+0tEpHQcv/qGXTaJR6Xgak4ALq9fmEaa6BS4RicREVGNhFSiMzY21qPjOnXqhNatWwMoHWQcOXKkNsPChg0bcO7cOQBA//790bVrV7fHqdVqPPzww877ixYtqtW4QkmeVY00s7RbJSs6qa6xXnMpiqbdD9Eg/V1QnzyHiEffh+rYmYDEZTKZMGPGDJd1Offs2YMnn3wSFoslIHERESkBx6++IZ+6rvSKzvz8fMn9SJ20oaZgkN4nIiIizyh8CFB7TCaT87Z86oiv/fLLL87bQ4YMqfTY8vt//vnnWosp1ByVTVvXqRxoFF67ryuREtm6t0HBOw/DERsp2a7KzEXEEx9AvetgQOKKi4vDrFmzXNaU27ZtG55//nnY7Qpti0tEpCAcv1Ys2Co68/LyJPdNWulFShUTnURERDXit0Sn2WzGe++9hyuuuAJt2rRBv3798Oabb9b6IK2iWA4dOuS836RJk0qPX7JkCTp37ozIyEiEhYWhfv36uOaaa/D2228jKyuryufbs2eP83aPHj0qPTYxMdFZ9ZSWlob09PQqz0/AkXyj5H5TYxHUCh/gEtUWR/OGKJj+GOyNpVMMhSIzjM/NgXbN9oDEVb9+fXz00Ucu63KuWbMGr732GkSRzcOIiCrC8Wvlgm2NTnmiM0I+dd3IRCcREVFNeL3K9dmzZ9GrVy8AwPXXX49Zs2a5HFNSUoKBAwdi27Ztzm2HDh3C5s2bsXDhQqxfv77KzpG+tGjRIuTm5gIAunbtiqSkpEqP37t3r+R+amoqUlNTsWrVKkybNg0ffPABxowZU+HjDx68WEHVtGnTKuNr2rQpTp065XxsZZ2JzWYzzGaz837ZoMlqtcJqtVb5XDVls9kAAA6HAw6Ho4qja9+RfIPkfrOIQkXEFUhl339d/39Qslp9jRKikf/OQzBOmwft3mPOzYLdgfC3vkBxWjZKbrvS7y1pU1JS8MEHH+DBBx+UrE/2ww8/IDIyEg899JBf4/EEf5eUj6+R8vG18R7Hr5UzWwWU/2ijFkRYrTbn+WpzXFwTZa9lmXBBtianXqe4mJVAqa8n1Rxf09DD1zS0BOPr6HWi87fffsPp06chCAKGDh3q9pipU6di69atEATBpWLnwIEDGDlyJFavXu1tKB5JT0/H008/7bz//PPPV3isIAjo2rWrswo1KioKBQUF2LNnD7755hucPn0aBQUFGDt2LNLS0jBp0iS358nJyXHejo+PrzLGuLg4t4915/XXX8dLL73ksv23335DeHjtd1n2pCLAHw7ltpPcj7WewZkzgVmPUGlSU1MDHQJVoTZfI2HCUDScuxJROw5JthsWrEDR8dNIHXkloPZv2Ut0dDQmTZqEadOmOS+aAMBnn30GABg2bJhf4/EUf5eUj6+RcrHxmHc4fq3av0X1AFzmvG8xl2Dlyt+c98u6xytF+epcALDmF0runzh3FltXrvRnSEFFaa8neY+vaejhaxoagnEMJ4hezhUcOXIkvv76axiNRmRlZUGrlU67yM/PR3JysnOK+rhx43D99dfj5MmTeOGFF5CVlQVBELBq1SoMHDjQm1CqZLFYcNVVV2HTpk0AgJtuuglLly51e2xqairy8/PRsmVLt/utViueffZZvPPOOwBKB5V//PGHs7q1PJ1OJ7mqodFUnl++88478dVXXwEAvvrqK9xxxx0VHuvuinijRo2QkZGByMjICh/nrdzcXGzevBmxsbEwGAxVP6AWZVs0uG97Z8m26V32olF4SWACUgiHw4HU1FQkJydX2MWVAstvr5HDAcPcHxG2dIPLLsul7VA46W4gTO/mgbVr/fr1eOaZZ1wqvSZPnqyoZCd/l5SPr5HyZWRk4Nprr0Vubm6tjk9CEcevnll7QsD9Ky/G2NAkYv3dpRWdq1atwtVXX+3yOSWQrr32WqxZs8Z5f/3lt6HhgbPO+5GP3oXopyuuuK2rlPp6Us3xNQ09fE1DS2ZmJpKTk4NqDOd1RWfZ1cgOHTq4/SFetmwZioqKIAgCxo4dizlz5jj3NWvWzLl4+eLFi2s10elwODBmzBjnILFZs2aYN29ehccnJycjOTm5wv1arRZvv/02MjMzMX/+fIiiiJdffhkrVqzweeyV0ev10OtdExRarbZW/6iUDXZVKlXAP1QeL4qQ3A9T2dHQaIFK4IddQBmvEVWu1l8jlQrm/w2DWC8GYR8vg1Du+pZu2z6oJs0u7dYeHVHJSXxv4MCBmDJliktVzxtvvIHIyEhcc801fo2nKvxdUj6+RsrF16VmOH6tBtmPmEYlSM5V22Pj6pJ3XQ+TfQMaY7ii4lUapb2e5D2+pqGHr2loCMbX0OtRZ0ZGBgRBQLNmzdzuLz8lfeLEiZJ9gwcPdq75s3177TXHEEUR//vf//Dll18CABo3bozVq1cjJibG63O//PLLEC6scbdmzRq3zZUiIi4mD0pKqq4yLH+O8t01yb2j+dIpTpdEsBERkTuWYQNQ9OxoiFrpNS7NwZMwPvY+VGf83zxi6NChePzxxyXbRFHElClT8Mcff/g9HiIipeD4tXrkzYj8vCpLtcmbEelk8QvhgZ0xRUREFKy8HgKUdVWsqIS17Ap0gwYN0LFjR5f9HTt2hCiKOHnypLehuCWKIh588EF88sknAICGDRti7dq1SElJ8cn5GzRogBYtWgAonYZz/Phxl2Oio6OdtzMyMqo8Z2ZmptvHkntHCqQd15uZgm8NCSJ/sfXrgsLXH4QjQnqBQH02A8bH3of6wAm/x3TnnXdi7Nixkm02mw1PPfUU/v77b7/HQ0QUaBy/Vp9dthhXsCU6tbJMrcrg/yVliIiIQoHXQ4CytdXKr7NT5ty5czh+/DgEQUDfvn3dPr6s27p8+oYviKKICRMmOKfLN2jQAOvWrauw+rSmyi/Q7m7x9VatWjlvuxtIypU/pvxjyZUoulZ0No9gopOoMvYOzVD4/iNwJMZKtqtyC2GcNAuqw6f8HtMDDzyAW2+9VbKtpKQEjz32GM6dO+f3eIiIAoXj15qxySs6FT67R/7ZRyP7BoTwMH+GQ0REFDK8TnTGxpZ+UD5x4oTLvrVr1zpvV5ToLEuQ6nQ6b0ORKBskzp49GwBQv359rFu3Ds2bN/fp8wAXq1oB91ewO3To4Lxd1RT98+fP49Sp0iRDvXr1kJCQ4JsgQ1SOVYNsq3TNiGZMdBJVydE4CQXvPwp7swaS7UKxGcbnZkN16rxf4xEEAU8//TQGDx4s2Z6bm4tnn31W0p2diChUcfxac44gquh0OBwuiU61Vfo+p2Kik4iIqEa8HgK0bdsWoihi69atyM3NlexbvHix83a/fv3cPv7MmTMA4NMBkXyQmJycjHXr1jmn6PjS6dOnceTIEQClC6u7m1JU/oP7zz//XOn5Vq5c6bxd1qiJKnayULp+kU7lQLLBtbqYiFyJcVEoeOdhWLu1lmxX5RbC+OxsCOk5fo1HpVLhxRdfRJ8+fSTb//77b0kjOyKiUMTxq3fkFZ0aBVd0FhQUuGxTmaWJTsHARCcREVFNeJ3oLBsEFRcX4/7770dRUWk13aJFi7B8+XJno6K2bdu6ffyuXbsgCIJPr1RPnDjROUhMSkrCunXr0LJlS5+dv7wpU6ZAvNDBeMCAAQgPD3c5pn///khKSgIArF+/Hjt37nR7Lrvdjg8//NB5//bbb6+FiEOLPNHZOLwYKgUPbIkUJzwMRS+Og62z9IO0Ki27NNmZV+jXcLRaLV599VXUr19fsn3+/PlsTkREIY3jV+/ImxGpFFzRKV+fEwBQIr1Qz4pOIiKimvF6CHDPPfc4uz9+9913iI+PR3x8PO666y7nAErebb3M9u3bkZWVBQDo1q2bt6EAAB566CHMmjULwMVBYnXXCTpy5Ajeeust94OQC6xWK5566iksWLDAuW3KlCluj1Wr1Zg6darz/qhRo5CWluZy3KRJk7B7924AQJ8+fTBo0KBqxV0X/VckS3QaXbuGElEVdBoUvnAfbC0bSTar/zuH8Cn/BxT7t0raZDLh9ddfh1qtlmyfOnWqZKolEVGo4PjVe/JmREqu6PQk0cmKTiIioprReHuCuLg4zJs3D7feeitsNhtKSkpgNpudSc4+ffpgwoQJbh9bfmp7RWt4Vsfzzz+PmTNnAihd7+2RRx7BgQMHcODAgUof17VrVzRu3Nh5v6CgAM888wymTp2KgQMHokePHmjatClMJhMKCgqwZ88efPPNN861iADg1VdfRe/evSt8jnHjxmHp0qVYtWoV9u3bh06dOmHcuHFo27YtsrKysGjRIvz+++8AgKioKPzf//2fN/8VdcbJQukgsImxJECREAW58DAUvfw/GJ/4AOrTFz/Iag6cRPjL81D00jhA6/Vbhsfat2+Phx9+GO+//75zW3Z2Np577jnMnj3bJQlKRBSsOH71DZdmREFU0RkZbnQpSRXC2XWdiIioJnzyqfXGG2/EH3/8gVdeeQWbN29GXl4eGjdujBEjRuC5555z+4G0sLAQ8+bNA1C6NtDAgQO9jqNsoAWUrnM0efJkjx43f/583HPPPS7bzWYzfv7550rXJYqMjMT777+PMWPGVPocGo0GS5YswciRI7F8+XKcO3cOL7/8sstxDRs2xOLFi9GuXTuPYq/L7CJwSlbR2SScFZ1ENSVGR6Dw9QcQ8dh0qDIurrms3XEAhne+RPEzd/t1LuCdd96Jv/76C5s2bXJu27FjB+bOnYvx48f7LQ4iotrE8atvuDQjUnBFp7wRUaIpCrBLj1GFS8e4RERE5Bmfled0794dP/zwg8fHa7Va7Nq1y3nbYFDOm3mbNm3wyy+/YOvWrdi2bRtOnDiBzMxMZGdnQ6/XIz4+Hp06dcLVV1+Nu+++G5GRkR6d12Qy4aeffsKyZcvw2WefYfv27UhLS4PJZEKzZs0wbNgwjB8/HlFRUbX8HYaG8yV6WBzSpEsTTl0n8opYLxaFrz0I4xMfQJVf5NyuW78TosmIkgnDAcE/nx4FQcCLL76IkSNH4vz5i13gP/nkE3Tp0gU9e/b0SxxERMGgro9fg7miM94UCeRIj+HUdSIioprx3zxEGZ1OhyZNmvj0nOvXr/fJefR6PQYNGlRrawzdeOONuPHGG2vl3HWJvBFRpNaKaJ2tgqOJyFOOJkkoemU8jM98BKHE4tyu/2kTxCgjzHdf67dYoqOj8dprr+H++++H3V5a7iKKIp5//nksWrQIcXFxfouFiKg2cPzqG/JmREqu6HRJdBpNLolONiMiIiKqGQVf6ySq3H+y9Tkbh3N9TiJfsbdOQdHUsRA10qVHwr74BbplG/0aS+fOnfHAAw9ItmVmZmLKlClwOBwVPIqIiOoSl2ZECv6UI090xoQbpQeo1X5dF5uIiCiU+HUIkJqaigULFuDNN9/EvHnzcObMGX8+PYUYeUUnp60T+ZatW2sUP3UXRNlU9bDZ30O7bodfYxk9ejQuu+wyybZt27ZJOgcTEVHd5VLRGUyJzrBwyX3BoIfgp2ViiIiIQo3XlwpLSkrw2muvAQCaNm2Ke++91+1x06dPx+TJk2GxXJwGqVarMXnyZLz00kvehkF10H/yRkRMdBL5nPWKrhDyi2CY+a1zmyCKMLz9BcSIcNh6tPFLHCqVCtOmTcMdd9yBjIwM5/bZs2ejS5cu6NKli1/iICIiZbIFcTOi6LBwABeTn5y2TkREVHNeX+vcuHEjXnnlFbz66qsoKipye8wPP/yAxx9/HGazGaIoOr9sNpvzsUTVYbYLSC3WS7ax4zpR7bDccDlKZOtyCnYHwl+eB/W/x/0WR2xsLF577TWoynV+dzgcePbZZ5Gdne23OIiISHnkK5kEU0VnpF6a2BSY6CQiIqoxr4cAv/76q/P2Lbfc4vaYSZMmASjtoJuUlIRhw4ahe/fuAEqbSrzyyis4deqUt6FQHXK6OAwOSC/VNzJyjU6i2mK+cxDMN/aTbBPMFoRP+RiqE6l+i6Nbt24YN26cZFtaWhpefPFFrtdJRFSHySs6g2mNzkit9OI9KzqJiIhqzushwJ9//gkAaNWqFRITE132b9q0CYcOHYIgCOjUqRP+/fdffPfdd/jzzz/x1FNPAQAsFgs+++wzb0OhOkS+PmdimBkGNZMcRLVGEFDyv5thGdBNsllVUATjs7MhnMv0Wyhjx45Fjx49JNt+//13fPHFF36LgYiIlMUmGwaqFDx1XZ7oNGl0kvuCgYlOIiKimvI60ZmWlgZBENC2bVu3+1esWOG8PXXqVERHRzvvT5kyBUZjaZfBtWvXehsK1SH/yRKdjTltnaj2qVQofmIkrN2l63KqMnNLk505+RU80LfUajVeeeUVxMbGSrbPnDkTe/bs8UsMRESkLI4grug0arSS+0x0EhER1ZzXQ4CyphBxcXFu92/cuBEAYDAYcO210jXeIiIi0Lt3b4iiiP3793sbCtUh7LhOFCBaDYqm3AtbmxTJZvWZdBifmwMU+mcJifj4eLzyyiuSrrR2ux2TJ092+QBJREShT17RqeRmRPL3qXCVtD8sp64TERHVnNeJzrKugeU/bJYpKSnBzp07IQgCevXqBb1e73JM/fr1AQA5OTnehkJ1yH9F0gFgE67PSeQ/YXoUTbsf9iZJks3qI6dhfGkuYLH6JYxLL70UY8aMkWxLTU3Fiy++CFEUK3gUERGFomBqRiTvum4QpMGyopOIiKjmvB4CREREALhY2Vne1q1bYbFYAAB9+/Z1+3ittnSqBptIkKfyrWpkWaRrGbHjOpF/iZFGFL72AByJ0unjmr8PI/yNzwC73S9x3H///ejSpYtk24YNG/D111/75fmJiEgZXJoRBVFFZ5goDVZlcC0OISIiIs94nehs2rQpRFF0NiUq76effnLe7tevn8t+4GKCNDIy0ttQqI6QT1vXCA4kG1jRSeRvYnw0Cl9/AI6oCMl27eZ/YPjwG8APVZUajQavvvoqoqKiJNunT5+Of//9t9afn4iIlMEub0ak4IpOeaJTL0t0CuHSsS4RERF5zushQO/evQEAZ86ckXS8PX/+PBYuXAgAMBqNzuPk9u7dC0EQkJKS4m0oVEf8VyQd/DUML1H0gvNEoczRoB4KX/0fxHBp9Ynul63Qz1/ulxgSExMxbdo0yTabzYZJkya5TA8kIqLQZA+Sik6z2eyc8VZGJ+ukpApnRScREVFNeZ0eGj16tPP2mDFjMGrUKDzxxBO49NJLkZWVBUEQMGLECLfrc547dw5Hjx4FAHTo0MHbUKiOOFkoXbeocTirOYkCydGiEQpfHAdRK22mELZ4NXTfrfVLDJdffjlGjRol2XbmzBm88sorXK+TiKgOkFd0KnWNTncN8zSyTkqs6CQiIqo5r4cA3bt3x7hx4yCKIux2O7788ktMnz4dp06dAlA6JX3KlCluH7t06VLnB9CKKj6J5NhxnUh57J1aoOjZ0RBV0hIawyfLoF3lurRJbXjwwQddLpqtXr0aS5Ys8cvzExFR4ARL13X3iU7putYC1+gkIiKqMZ9c65w1axYefvhhqNVqiKLo/GrSpAmWL1+Oxo0bu33cxx9/7Lx99dVX+yIUCnGi6Dp1nYlOImWw9e6I4kdvd9lueG8RNFv21Prza7VavP766y5rPr/77rs4ePBgrT8/EREFjnzqulIrOuVLqmg0Gggl0qnsKnZdJyIiqjGfDAHUajWmT5+O1NRU/PTTT/jyyy+xadMmHD58GH369HH7mKysLNx000144YUX8Pbbb1eYDCUqL92sQ7FdLdnGRCeRclgH9ULx2KGSbYLDgfBXF0C950itP39ycjJeeOEFyTaLxYLJkyejsLCw1p+fiIgCw2XqepBUdJpMJojFZsk2IZyJTiIioprSVH2I5+Li4nDdddd5dGxsbKzLh1GiqsjX5wxX2xCnswYoGiJyx3LblVDlFkBfbn1OwWpD+LR5KPjkWYjREZU82ntXXHEF7rjjDixatMi57eTJk/j000/x8MMP1+pzExFRYMinriu1UaU80RkZGQlHsXS9eVZ0EhER1ZxChwBE7m3Pipbcb2IsgaDQK/ZEdVnJfUNhueZSyTZVXiHC5i7zy/M/8sgjaNu2rWTb6tWr/fLcRETkf44gmbruLtEpFkkTnazoJCIiqjmFDgGIXJntAjanR0u2dY3JDUwwRFQ5QUDxoyNg7SlNNupW/Qn1nqO1/vRarRaTJ0+WbDtz5gzOnTtX689NRET+F6zNiNxWdDLRSUREVGM+T3Ru374djz76KLp3747ExETodDpoNK4z5HNycrBy5UqsXLkS//zzj6/DoBC0PSsaRfaLP0sCRPSvlxXAiIioUmo1ih+9HWK4tHusYcY3gKzDbG1o3bq1S2OinTt31vrzEhGR/4VURSe7rhMREdWYz4YA6enpuP7669GrVy/MmDEDu3btQnp6Omw2G0RRdDneaDTi/vvvxw033IBhw4b5KgwKYevPx0rut4/KR0IY1+ckUjIxLgolo4ZItqlPnoPu+/W1/twqlQpdunSRbGOik4goNAXLGp3yrutRbpsRGfwZEhERUUjxyRDg7Nmz6NGjB37++WeIouj8qoxWq8UDDzwAURRx/PhxbN261RehUIjKtmiwK1tamTUgkdWcRMHAMrQv7M0aSLaFffELhPO1/zvctWtXyX0mOomIQpNd9tFDFSRT16PDXRv0sRkRERFRzfkk0XnLLbfgv//+gyiKaNOmDRYtWoTz58/jwQcfrPRxt99+u/P2r7/+6otQKERtTIuFAxdHrHqVHb3icwIXEBF5Tq1G8cO3QSzXOUwwW2CY/X2tP7U80Xny5Emkp6fX+vMSEZF/2YOkolOe6IwNN7ocw6nrRERENef1EOCHH37A1q1bIQgC+vbti+3bt2PEiBFISEiAUEU77GbNmqFhw4YAwIpOqtT6NOm09cvic2BQOyo4moiUxt46BZZrL5Ns027ZA82WPbX6vC1btoTRKP0QuWvXrlp9TiIi8j+bfI3OIKnojAkLdzlGZeTUdSIiopryOtH5zTffAAA0Gg0WLlyI8HDXN+vKdOrUCaIo4tChQ96GQiHqeIEBJwqlP1cD2ISIKOiUjLkBjijpFD3DrCVAibmCR3hPo9Ggc+fOkm2cvk5EFHrkFZ3B0owoSu+a1GRFJxERUc15PQQoq+a87LLLkJKSUu3HJyQkAACnElKF5NWccToL2kXnV3A0ESmWKRwl998k2aRKy4b+y9pduoQNiYiIQp98jU6lTl13aUakl67HKeh1ENRqf4ZEREQUUrweAqSlpQEonR5YEzqdDgBgNtdeRQ8FL7tYuj5neVckZil2OhIRVc56ZXfYOjaXbNMvWQfVidRae85u3bpJ7h89ehTZ2dm19nxEROR/8orOYGlGZNJKqzdZzUlEROQdrxOdKlXpKex2e40en5GRAQCIjo72NhQKQbuzI5Fj1Uq2XVEvM0DREJHXBAHFD90KUXOxWkWwO2CY+S0gipU8sObatGmDsDBpxQzX6SQiCi3yik6lXhTPzc2V3DeqNJL7AjuuExERecXrRGfZ1PMTJ07U6PHbt2+HIAioX7++t6FQCFp/XlrN2cJUiIbhrP4lCmaOxkkwDx8g2abZcxTa1dtr5fm0Wi06duwo2cbp60REocURJIlO+YwCkyzRqYp07cJOREREnvM60dm9e3eIooitW7ciJyenWo9ds2YNTp06BQDo06ePt6FQiCm0qbEtM1qyjdWcRKHBPHIQHInSCxlhn/wAIa+wVp6va9eukvtMdBIRhRaHbOq6oMBEp9lsRnFxsWRbhOzjmCpS2rSPiIiIqsfrROcNN9wAACgpKcErr7zi8ePy8/MxceJE5/2bbrrJ21AoxGxOj4ZVvPgjqhEcuDyB6+oRhYQwHYofHC7ZpMothH7+8lp5Onmi89ChQy4NIYiIKHjJ8pyK7Lrubn1og3xt0YhwP0VDREQUmrweAtx+++245JJLAADvv/8+3njjDYhVrLO2b98+9OvXDwcPHoQgCOjWrRuuuuoqb0OhELMuLU5yv1tsHiK1NVsLloiUx9arPay9O0i26Vf+AfX+Ez5/rvbt2zub3wGAKIrYvXu3z5+HiIgCQz51XYF5TreJTr1NmulkRScREZF3vB4DaDQazJ07FxpN6foyzz33HNq2bYupU6di//79zuN++uknvPfeexg0aBA6deqEf/75BwAQHh6OTz/91NswKMSkFutwIE860BvAaetEIaf4gWEQ9TrJNsOH3wA1bHBXEb1ej/bt20u2cfo6EVHokNdZKHHqujzRGRERAaGwRLJNZWJFJxERkTd8crHziiuuwBdffAGDwQBRFHHo0CG8+uqrWLduHYQLo4ybbroJTz31FFavXg2HwwFRFBEREYGvv/4aHTp0qOIZqK7ZIKvmNGls6BqbF6BoiKi2iPViUXL3YMk29bEz0C3b5PPn6tKli+T+jh07fP4cREQUGPKu66ogSHRGR0fDLlubmhWdRERE3vHZrI5bb70V27Ztw4ABAyCKouQLgMv9K664Alu2bMF1113nqxAoRDhEYH2atElJ34QsaFWVL4lARMHJcvMVsKckS7aFfbYSQkaOT5+nW7dukvsHDhxAUVGRT5+DiIgCw6XrugLnrssbt8bExEAskCU6WdFJRETkFY0vT9auXTusWbMG//zzD1auXIktW7bg7NmzyM3NhdFoRGJiIi699FJcf/316NGjhy+fmkLIgTwjzpfoJduuSMwKUDREVOs0ahQ/fBsiHv/AuUkoNiNszlIUP3+vz56mY8eOUKvVsF+YFm+32/H333/jsssu89lzEBFRYATjGp0xMTGuFZ0mVnQSERF5w6eJzjIdO3ZEx44da+PUVAesOy+dtt7QUIzmEay6Igpl9naXwDLoUuh+3ebcptu0G9a/9sPWvY1PnsNgMKBt27bYs2ePc9vOnTuZ6CQiCgHyRGcwrNEZExMDMZ8VnURERL7k9cXO2NhYxMbG4pJLLoHVavVFTFSHme0CNmfESLZdkZilyMEqEflWydihcMg+4IXN/A4wW3z2HF27dpXcZ0MiIqLQ4FLRqcCxo7tEp8OlotPoz5CIiIhCjteJzry8POTm5qJz587QarW+iInqsD8zo1FsVzvvCxDRvx6nrRPVBWJUBEruGyrZpk7NgH7xap89h3ydzn379qGkpKSCo4mIKFi4rNEZBInO6OhoOORrdLIZERERkVe8TnQmJCQAAOrVq+d1METrZE2IOkbnI17PSmGiusJ6zaWwtW0q2ab/ZjVUp9N8cv5OnTpBpbr41me1WiVT2YmIKDiJIVPRyanrRERE3vA60dm4cWMAQEZGhtfBUN2WZdHg7+xIyTY2ISKqY1QqFD90K8RyyUjBakfYzG9dP8XWQEREBFq1aiXZtmvXLq/PS0REgWUPgjU65V3X40yREGXLs7Cik4iIyDteJzpvvPFGiKKIjRs3OjvZEtXExrRYOHBxVBqmsqNXXE7gAiKigHBc0gCWm/tLtml3HYJ2g28SkvJ1Onfs2OGT8xIRUeAE49T1OIPrepyqCFZ0EhERecPrROeYMWMQHR2NzMxMvPXWW76IieqozenSJkSXxecgTO0IUDREFEgld18LR3y0ZFvYJ8sAi/dLWcgTnXv27EFhYWEFRxMRUTAIxmZEsXqDyzGs6CQiIvKO14nOpKQkzJ8/HxqNBlOmTMEbb7wBh4PJKaq+08VhkvuXJ2RXcCQRhTyDHsUPDJNsUmXkQPfzFq9P3aVLF6jVF5uemc1m/PLLL16fl4iIAsPdyiZKnLouT3RGqXXSA9RqCAa9HyMiIiIKPRpvT7Bx40bExMTgxRdfxAsvvIDnnnsOs2bNwvDhw9GtWzckJCTAYHC9WulOv379vA2HglSRTYWSct3WASDZwE7IRHWZrU9H2Do2h+afI85t+q9XwTK4F6DXVfLIykVFReHyyy/Hhg0bnNu+++47DBs2DIISPxkTEVGl5OtzAsqr6LRarSgoKJBsi1RrJfdVkUa+DxEREXnJ60TnFVdcIXlDFkURp0+fxocfflit8wiCAJvN5m04FKSyLFqXbbE6dlsnqtMEASWjhiDiyYvvJ6qsPOiWb4Zl+ACvTn3LLbdIEp2HDh3C3r170aFDB6/OS0RE/ieftg4ob41OeSMiAIgQ1Cjfikhlcl2zk4iIiKrH66nrQGlys+zL3TZPv6juyjJLq7MiNDbo1fyZIKrr7B2awdpV2iVdv3g1UGz26ry9evVC/fr1Jdu+++47r85JRESB4S7RqbSKTneJTqMoDZKJTiIiIu95XdHZr18/TrEgr2XKKjpZzUlEZcyjh0C786Dzviq3ALofN8Ey4qoan1OlUmHYsGGYOXOmc9uqVavw+OOPIyoqyqt4iYjIv9wlOpX28US+PmdYWBjUJdLxLhOdRERE3vM60bl+/XofhEF1nXzqOhOdRFTG3joF1p5tof3zX+c2/bdrYLn+csAYVskjKzd06FDMmTPHuWyK2WzGihUrMHLkSK9jJiIi/wmGik55ojMmJgaOPOmanapIJjqJiIi85ZOp60TeyjLLEp16SwVHElFdVDJqiOS+Kr8I+h82VHC0Z+Li4jBw4EDJtu+++45LqRARBZlgWKNTnuiMjo6GI79Iso0VnURERN5jopMUIdMiXaOTFZ1EVJ6jRSNYe0sbBemXrAMKiip4hGeGDx8uuX/y5Ens2LHDq3MSEZF/ubs+FRQVnfms6CQiIvI1JjpJEbJlU9fjmOgkIpmSu6+V3BcKi6Ffst6rc3br1g1NmjSRbFuyZIlX5yQiIv+yB8EanXl5eZL70dHRcBQWS7apjAZ/hkRERBSSvF6jsyK5ubnYvXs30tPTkZ+fD5PJhPj4eHTp0oWNHshFpsvUdSY6iUjKcUkDWPp1gW7jLuc2/Q/rYbm5P8QaVsEIgoBbbrkF7777rnPb2rVrkZmZibi4OK9jJiKi2hcMa3QWFEirN00mE8SiEsk2IZyJTiIiIm/5tKLTYrFgzpw56Natm3PtsxEjRuC+++7DiBEjcOWVVyIuLg7dunXDnDlzYLFwHUYqvQovr+jk1HUicsd812CI5cp0hCIzdN+u8eqc119/PfR6vfO+zWbDjz/+6NU5iYjIf4JhjU55ojMiIgIOWaJTFV7zBntERERUymeJzr/++gudO3fGhAkTsHv3bjgcDoii6PLlcDiwe/duTJgwAZ06dcL27dt9FQIFqTyrBg5IR6NsRkRE7jiaJME6oKtkm37ZJgg5+TU+Z2RkJK655hrJtu+//x4Oh6PG5yQiIv8JhjU63SU6xWKzZJtgYKKTiIjIWz5JdG7atAkDBw7EwYMHnQlNoLSjbefOndGnTx907tzZOQ2wbP/BgwcxcOBAbNq0yRdhUJCSd1xXQUSU1hagaIhI6cx3DYaouvj2JZgt0C9e7dU55U2Jzp49iy1btnh1TiIi8o9gWKPTfaJTNnXdoAcRERF5x+tEZ15eHm6//XYUFBRAFEWEh4fjueeew6FDh5Ceno6dO3di06ZN2LlzJ9LT03Ho0CFMnjwZBoMBgiCgsLAQd9xxh8sC3VR3yDuux+isiptuRETK4WhQD9areki26ZZvhpCZW+Nztm/fHq1atZJsY1MiIqLgELRT12WJThUrOomIiLzmdaJz5syZSE1NhSAISElJwa5du/Dyyy+jefPmbo9v3rw5Xn31VezatQuNGzcGAKSmpuKjjz7yNhQKUlny9TnZiIiIqlBy5yCI6nJVnRYr9F+vqvH5BEFwqerctGkTzp07V+NzEhGRfwRjMyK3U9fDWdFJRETkLa8TnUuXLnXeXrx4MVq0aOHR41q0aIHFixc773///ffehkJBSj51nY2IiKgqYlIcLIN6Sbbpfv4DQlp2jc85ePBghIeHO+87HA788MMPNT4fERH5h7s1OoNh6rq8opNrdBIREXnP60Tn0aNHIQgCevbsiR49elT9gHJ69uyJSy+9FKIo4ujRo96GQkEq06XjOhsREVHVzHdcA1Grdt4XrHboF/1W4/MZjUZce+21km1Lly6FzcY1g4mIlMzdGp1BUdFZJK3o5NR1IiIi73md6LRaS6vv2rVrV6PHlz2u7DxU92TLEp1xnLpORB4Q68XAcm1vyTbdr1shnMus8TlvueUWyf2MjAw2zCMiUrigXKPTaGQzIiIiolrgdaKzQYMGAACz2VzFke5ZLKXVe/Xr1/c2FApSmWZpMyJOXSciT5lvvxqi7uLFEsHuQNiXv9b4fC1btkTHjh0l27i0ChGRsgXlGp26MJc596zoJCIi8p7Xic7+/ftDFEVs27atRo/fsmULBEFA3759vQ2FgpRLMyImOonIQ2JcFCzX95Fs067eDtWZtBqfU96UaOvWrUhNTa3x+YiIqHa5S3QqaY1OURRdE51anctxQjgTnURERN7yOtE5fvx4qFQqHD16FIsWLarWY7/88kvnGp/jx4/3NhQKQma7gAKbRrKNXdeJqDrMI66CqL/4gVFwOKD3oqrzqquuQmRkpGTbb7/VfO1PIiKqXfJEp9KqOS0Wi8t6zxFqjctxTHQSERF5z+tEZ9euXTF16lSIooj77rsP3333nUeP+/bbbzFu3DgAwJQpU6rdyIhCg7yaEwDi2IyIiKpBjDbBfKN0VoB27Q6o/jtXo/OFhYXhhhtukGxbs2aNc6kVIiJSFnmiU+nrcwJAuMo10cmp60RERN7zOtEJAFOnTsUHH3wAu92OESNGYMCAAZg/fz7279+PwsJCiKKIwsJC7N+/H/PmzcOAAQNw++23QxRFfPjhh3jhhRd8EQYFIXkjojCVHQa1I0DREFGwstwyEGK5Jg6CKEL/xS81Pt+wYcMk9/Py8rBu3boan4+IiGqPqPCKTneJToNKLd2gUUPQuiY/iYiIqHq8fjdVq6Vv0qIoYuPGjdi4cWOljxNFERaLBY888ggeeeSRSo8VBMFlugeFBpdGRHqrotZUIqLgIEZFwHxzf4R9dXGKuW7DLpjvuAaOptVvdpeSkoLu3bvjr7/+cm5bsmQJrr32Wp/ES0REvmOXJTqVNpZ0l+jUi9IgWc1JRETkG15XdIqyS6hCuZGFKIouX54eV9HjKLSwEREReU0UgYIi2Lq3gaiWvq2Fff5zNU8lIj8/H8ePH0e7du0k+3bt2oWjR496HS4REflWsE1dNxqNQIl0ORSh3KwEIiIiqjmfzI+oTiKSSUsq71yJdFDHRCcRSdjtEDLzoMrMhZCRA1VmLlQZuRAycy78e+G+2f36mdrN/0B18hxsjeohOzsbGRkZyMjIQGZmpvO2/MtsNlcYztKlS/Hkk0/W1ndLREQ1oPRmRC4d1yMiIBaXSLaxEREREZFveJ3odDi4niLVzP5cI1adi5dsi9ez2QdRnSCKQFEJVBm5UGXkXExYlk9gZuZCyM6H4OUFsvfvfxhfZp+A3W73Ouxjx455fQ4iIvIt+duE0qeuR0REwFEsvajGqetERES+wRWvKSCyzFq8vf8S2GXrE/WOzw5QRETkM3Y7hKx8qDJzIGTkuqnGvJDcLKn9CxsW0YE12adhd3if5ASAHj16+OQ8RETkO/I1OoOiorOwWLKNU9eJiIh8g4lO8jurQ8Bb+5si2ypdn/PmhufQzFRcwaOISBEKSyQJTLfVmDn5EOTzCP0ky2FFmsOC8w4z/rOXYHHJeZxxVDwVvTImkwnx8fGIi4uD0WjElVdeiUGDBvk4YiIi8lawrdHprqJTCDf4MyQiIqKQxUQn+d2nRxviYH6EZFvn6DzcmXI2QBEREex2CNn5bte/lFRmFtcsaegti+jA+QsJzNJ/S7/O2c2S7RZUnmAVBAGxsbGIj4+v9Cs2NhZhYaXTCB0OB86cOYMGDRpApfK6hx8REflYKKzRqWJFJxERkU8w0Ul+tfpcHH49lyDZVk9vxmOtjyvu6jtRyLiwFmZZArN0KrksgZmdF7AqzGyH1SWJeTGBWbo9W7RVmsLUarWIq5dYZQIzJiYGGg3f+oiIQkkwrtHp0oyIa3QSERH5BD/tkd8cyg/H/x1pJNmmUzkwqe0xRGp9s34eUZ1id0DIyZdOH5evhZmZA6EocFWYaeWSlecdFpxzWHDeLq3KNKPipnbh4eGIj6+PlEqSl3FxcYiKioKgtE+2RETkF8G4RqdrMyJWdBIREfkCE53kFzkWDd769xLYROm0zwktTqJpBNflJHJRbJYkMKWNfS7cz8qH4Kg4SVibcpxVmKVJzHNlt+0XE5rZorXCKsyoqCjExzdAZzeJy4SEBGcCMzw83K/fFxERBR+XqeuBCaNCHlV0hrOik4iIyBeY6KRaZ3MA7xxoikyLTrL9hvrn0a8eu6xTHVOuClOdnoPYoycRZt8NtaQKMxdCUUnV56oFVkkVpgXnyq+JWa4Ss8RNFaZarb6w/mUS2lVSfRkfHw+tVuvm2YmIiKpPPnVd6RWdRqMRYiGnrhMREdUGJjqp1i083hD7ck2Sbe2j8jGq6ZkARURUS2pQhRlRyel8Lddhk04hlyUxzzksyHJThanX6y8kKuujeXw8elWQwIyOjoZarfbjd0RERASX9y2lrWTidup6BqeuExER1QYmOqlWrU+LxfKz9STb4nQWPNH6ODRKm1dEVJGyKkx3TXzKr4kZwCrMdEkVpvvGPvIqzIiICMTXi0d8fEM0io9HlwqqMCMiIrj+JRERKZZ86rrS3rLcT11PlWxjRScREZFvMNFJteZYgQGzDzeWbNMKDjzT9hiidbYARUUkU2K+0MRHmsCUNPjJygvYWph5lVRhliUwM8tVYQqCgJiYmAtJyiZIjI93mUZeNn08LIwfqoiIKPjJKzqVdi3dk2ZETHQSERH5BhOdVCvyrGq8+e8lsDikQ83xzf9DC1NRgKKiOsXhgJBTcCFZmXNx/cvyCczMHKgKA1OFaRPFC1WY5Rr5uEliFl+owtRoNM4EZdlXczfVl7GxsdBo+KediIjqjqCs6CySNuNUsRkRERGRT/DTMPmcXQTeO9AUaWbpWkODk9NxZVJWgKKikFJicbv+ZWllZg6QkQN1ADuS5zlsSJM38ilflWk3I1O0wgEgLCzM2WW87KuHm+rLqKgoqFRKq1EhIiIKvGBrRlQ6dV1W0clEJxERkU8w0Uk+9+WJ+vg7J1KyrXVkAcZccjpAEVHQcDgg5Ba4nz6ekQMxLQuqzDxoZB8O/MWTKsw0hwVFcCAqKgrxCdJqy07x8biyXAIzNjYWOTk5aNCgAZOYRERENRSUzYiKpTNK2IyIiIjIN5joJJ/anB6NpaeTJNtidBY81eYYtCr5MJTqFLPF7fRxpGfDcT4TqsxcaHMLoZLPP/OTfIftQsVlxVWY2YId0bGxiE+UJjDbxMejr6wKU6fTVfmcDocDOTk5tf/NERERhTCXqeuBCaNC7qeuSxOdXKOTiIjIN5joJJ85WRiGmYeaSLZpBAeebnMcsWw+FLocDgh5haVVmBc6kAsZuXCcz4T9XAaEzBzocgqhK7EGJDz7hSpMeSOf8lWZ2WoR4fGxFxKVic6EZbP4eFxabvp4TEwM1Gp1QL4PIiIick/JU9dtNhtKSqRJTbdT11nRSURE5BNMdJJPFNpKmw+VOKRJoLHNTqN1ZGGAoiKvmS1QZeaVNu25MH3clpoOW2oGhIxsaLILYCg0Qx2gKswCh839FPILt/P1aghx0YhNiEd8fJIzgdkwPh6dy1VgmkwmCEqb50ZEREQeUXJFZ2Gh6zg4IiICFpep66zoJCIi8gUmOslrDhF4/0AKUkukA7QrEzMwKCkjQFFRpUQRQm6hM4GJ9GyYT5+DLTUdSM+BNjsfYQUlMFjsAQnP7lwL080UcocZxRFhcMRFwZgQh/j4Bs6EZb34eLQp15ncYDAEJH4iIiLyH/nlViVVdMqnrQOAUR8Gi006xmIzIiIiIt9gopO89vXJZOzIjpJsax5RiPubn1LcYvB1gsUKVUYuVOnZiDhwBOaCv2A/lwExLRua7HyE5RcjotgKjexTgdFP4RVcWAtTnsRMgw3mSAPssZHQ1ItFbEJjyTqYzS4kMGNjY6HVav0ULRERESmdfOq6kko63SU6w1VqZMu2sRkRERGRbzDRSV75KzsW355KlmyL1FrxTNtj0LH5kG+Vq8K0nD6P4v/Owno2HWJaFjTZedDnlSYwjbaL/+8mP4ZnF0VkuElgZqpFmE0G2GJNEOrFIiKxoSSB2f3Cv1FRUew8TkRERNUWTBWdOp0OGpvD5Tg2IyIiIvINJjqpxs5bIjD7XAvJNhVEPNX6OOL1gWk8E7QsVggZOSg8cQbF/52F5cx5iGlZUGflQZ9XBGORFVEWB7QBKlEoFO04b5c28snRqVBiMsAWY4JQLwbapATE1Utwdh3vEB+PAfHxMBqNXP+SiIiIao2S1+j0pOM6wKnrREREvsJEJ9VIgQWYm94TxQ7pj9BdjU+ghSETZnMFD6xrRBGO7DwUnDiN4pNnYTubBoczgVkMY5EF0RYHIsXSSsbISk/m+2G7QxSRIVovJjFFK/L0KhRHhMEaZYSYEAN1UhwiEhMQn5CA2NhYNI2PR7fYWOj1nk2xslgsPo87VDgcpRUdZrOZ1awKxtdJ+fgaKZ/VygugVHuU3HXdXaLTIWtEBEGAoNf5MSoiIqLQxUQnVZtDBF74IwLnrdIfn15RqehvOoaiogAF5meWgkLkHz8F8+nzsJ1Ng5heugamPq8IERcqMGMdKuiFqj50186H8iLRXpq8tJuRBhvy9CoUhethiTLCHhcJoV4M9PXrISouDnFxcaVJzOhoqNXqKs9tt9tRVFde6FokXvhkVlxczKpXBePrpHx8jZTPZrMFOgQKYUFX0VksrQgQDGH820VEROQjTHRStc3aDqw+Kf3RaR1rx8wbTDBoLg1QVL4hiiJycnKQfuQ4sg8eQ/6x/1ByKhX2cxlQXZhGHlFsRaxNQIxQ2a+PqvSrFsas5aswM1UO5Bu0sESGwxEXCVVSPMIaJcPUrDFiGiTj1OnTuP766xEfH88BtALZbDZs2LAB3bt3h0bDP8dKxddJ+fgaKV9WVlagQ6AQ5tKLSEFDHk8qOoVwNiIiIiLyFX4aoGpZdwJ4Z4t0W3QYMPdGNRIiIwISkyccDgfS09Nx7tRppO8/jNwjJ1B04gysqWkQ0nOgzS2EsciCGCuQIGgQJagRVeHZtLVWKlBWhZmldqAgTAtzVDgccVHQJCfA0Lg+TM0aI75lMyQ3aoiOyckwGivulW61WrFy5Uo0bNiQXcoVqmwqp9Fo5GukYHydlI+vkfKZuaYN1SL51HWlJzpFWaJTxUZEREREPsNEJ3nsZA7w8C/Sq+YqQcTMwQIaVb64ZK2z2WzYuHEjDh08iOK9R6A9fApIz4Y2pwDhhWZEW4FElRZxKh3cp2MFAPramkUOhygiU7QiSy0iP0wDc6QBjrgoqMsqMC9pjLjWzZHYvClaJSVBp+M6TURERESecOm6HpAo3HPfjEg+dZ0VnURERL7CRCd5RBSBCT8DebKCjCd7OdC3SdVrOtYmURQxZMgQrFq1CuMMDfCMsWm5vZrSr1r8SS8WHchSO5CnV6PEZIA9NhLqpDjoGybBdEljxLZqhsR2rdAsOYlNMoiIiIh8TL5GZ7A1I2JFJxERke8w0Uke+TcD2JMm3dY5/AzGda4HILCJzr1792LVqlUAgHsNDXx67mzBgXy9GsWmMNhiTFAlxkHfMBERTRshplUzJLZvjaiGyUxgEhEREQVI8E1dd21GRERERL7BRCd55Lx0jIYovYg743dBEAYFJqByzp49C6B08nk9lWdTvs0QkadXoTgiDNYYE4SEGOgbJsLYtBFiWl6ChLYtEdGkAQQd13ojIiIiUjKH7L7yE52yZkScuk5EROQzTHSSR+RTgkw6QK+yByYYmby8PABAmJsVmc51bgp1SgMYUxoiumVTxLVuDn3DJKiiTexCTkRERBQCXCo6AxOGW26nrhfJpq6HG/wZEhERUUgLuUTn9u3b8eeff2L79u3Yt28f0tPTkZGRAavViujoaLRp0wYDBw7EPffcg8aNG3t0ztTUVMyZMwc//fQTTpw4gZKSEiQlJaFv374YM2YM+vfvX60Yly1bhs8//xzbt2/H+fPnERkZiWbNmuHmm2/G+PHjERVVcb/vQFHy2kdliU6D4DqF/tIvp0NTL9bfIRERERF5jONX78gTnUoap3pU0RnOik4iIiJfCblE54ABA1BYWOh2X1paGtLS0rBhwwa89tpreOGFFzB58uRKz7d06VKMGTMGOTk5ku3Hjx/H8ePH8dlnn2HcuHGYPXs21OrK16rMz8/HyJEjsXz5csn29PR0pKenY+vWrZgxYwYWL16M3r17V/3N+pFdwQPI/Px8AIBBcK3oVIVzzSMiIiJSNo5fvSO/IK+gYar7is5MNiMiIiKqLSGX6ASAevXqoWfPnmjXrh2SkpKQlJQEURRx4sQJrFixAps3b4bZbMazzz4Lq9WKqVOnuj3P6tWrMWLECFitVgDAddddh6FDh8JoNGLnzp2YO3cu8vLy8MknnwAAPv744wpjstlsGD58uLNpTmJiIsaNG4e2bdsiKysLixYtwubNm3H69Glcd911+P3339GuXTsf/8/UnHwAqVbQCLKsojPcTUWnwEQnERERBQGOX2tONkxV5AX5MhERERCLciTbuEYnERGR74RconPr1q1o165dhesvTp48GZ999hnuueceiKKIl19+Gffddx/q168vOa6kpARjx451DhJnzJiBiRMnOvffeeedGD9+PPr3749z587hk08+wa233oqrr77a7fN+8sknzkFi27ZtsXbtWiQmJjr3T5gwAU8++STeffdd5OTkYPz48fj999+9+r/wJZep6wpqMl5RRadg0ENQUqBEREREbnD86h2Xik4FJTrLLsiXiYyMhKOgSLJNFRHuz5CIiIhCWshlgdq3b19lk5lRo0bh+uuvB1B6pfqXX35xOebTTz/Ff//9BwC44YYbJIPEMi1btsRHH33kvF/RlXW73Y5p06Y573/++eeSQWKZN998E507dwYAbN68Gb/++mul34c/2WXtLJX0g1NRRSerOYmIiCgYcPzqHXlFp4LynC4Vne4SnQITnURERD6jpHyVX5WfVnP+/HmX/YsXL3befvzxxys8z0033YSUlBQApVfjT5w44XLMhg0bcO7cOQBA//790bVrV7fnUqvVePjhh533Fy1aVOn34E/BUNEp77rO9Y6IiIgolHD86p5L13UFZTrlFZ0mkwliYbFkm8rIrutERES+oqB0lX8dOXLEeTspKUmyLz8/H5s3bwZQOhjp27dvhedRqVQYPHiw8/7PP//sckz5K+5DhgypNK7y+92dK1DkzYjUgvzaeeCwopOIiIjqAo5f3VNq13Wz2QyLxSLZFhkZCUchp64TERHVljqZ6Pzhhx/w/fffAwAMBgOuu+46yf5///0XDkfpXO0uXbpU2Y2yR48eztt79+512b9nzx63x7qTmJiIRo0aASjtspmenl7p8f4SDM2I5Gt0qsJ5dZyIiIhCA8evFVNq13X5tHWgNAntYEUnERFRrQm5ZkTlbdy4EVlZWQAAi8WCU6dO4ddff3Uuqq7VavHxxx+jXr16kscdPHjQebtp06ZVPk/5Y8o/1pvznTp1yvnYhISECo81m80wm83O+2VJP6vV6lyI3hcsNgHSHxfR+TyBVmHXdYNeEfEFStn3Xpf/D5SOr1Fw4OukfHyNlI+vjec4fq3+z4rdrgJQfhzogNVqd56z/L/+VPY6lmcwGFCSL63odITV7TFrdfDvfejhaxp6+JqGlmB8HUM60fn0009j27ZtLtsFQcCAAQMwbdo09OnTx2V/Tk6O83Z8fHyVzxMXF+f2sbV1vvJef/11vPTSSy7bf/vtN4SH+24azD95KQA6Oe/n5+YA4XAOugOpbP0oeUVnRn4edqxcGYiQFEUJrxFVjq9RcODrpHx8jZSrqKio6oMIAMevNRm/HshpCaCN837a+XNYuXK75JhA/H04fvy45L5KpcL69evRLq9AMq1uy9+7UJx/zr/BBTn+vQ89fE1DD1/T0BCMY7iQTnRWpGHDhhg4cKBzEXa5goIC5+2wsKrXeTQYLk43cTdFxdfnK2/y5MmSxebz8vLQqFEjXHPNNYiMjKzyuTyVtVcFbLx4PzYmGgBw9dVXQ6vV+ux5aqJsmpZBVtFZL6UR2lWxplQos1qtWLVqlSJeI3KPr1Fw4OukfHyNlC8zMzPQIQQ9jl8rdnS7CiiX10xOSsKQwaVjwED+fShbM7WMyWTCkEGDccr6rmT75ddcCW3LFD9GFrz49z708DUNPXxNQ0swjuFCOtG5detW5+3CwkIcPnwYy5Ytw7vvvovnn38e7733Hr766isMGjSownMISmrb6IZer4der3fZrtVqfftHRfbfgcHDCQAAbZpJREFUoL6wyrvPn6cGnGt0ypac1RjDAx6bEijhNaLK8TUKDnydlI+vkXLxdfEcx6/V/1mRTeqBWqWCVivdGIi/D/IqmMjISKgtrlMAddGR0PB3pFr49z708DUNPXxNQ0MwvoZ1phmR0WhE586d8cILL2DXrl1ITk5GVlYWhg4dir///ltybEREhPN2cXGx/FQuyh9jMplc9pc/X0lJidfnCwSXZkQK+cmxWCzONZ7kFZ0CmxERERFREOP41TPyrutKyfOWXYwvYzKZIBa6vjaCkV3XiYiIfEUh6Sr/atasGV5//XUApYmy1157TbI/OjraeTsjI6PK85Uv5S3/2No6XyDIE50qhQwgy0+NkjcjUhmrnmZFREREFAw4fq2YQ3ZfieNUoLSi01HgutaZKoIX54mIiHylTiY6AeC6665z3l6/fr1kX6tWrZy35YuIu1P+mPKPra3zBYJdXtGpkAFk+Svl8mZEgoGJTiIiIgodHL+651LR6ddnr5i7ik55olMI00HQhPRqYkRERH5VZxOd5afUyDtDtm3bFipV6X/Nrl27YLfbKz3X9u0XVz9v3769y/4OHTq4Pdad8+fP49SpUwCAevXqISEhodLj/cUhu1SuxCvlLonOcCY6iYiIKHRw/OqeUqeuu63olE1dF4ys5iQiIvKlOpvoPHz4sPO2fDBmMpnQp08fAKUDlN9//73C8zgcDvz666/O+9dee63LMYMHD3be/vnnnyuNa+XKlc7bQxTUMVxe0amURKe0olM2dZ1rdBIREVEI4fjVPfkSSwoZprpfo1NW0amK4PqcREREvlRnE51z5sxx3i4bFJZ3++23O2+/++67FZ7nhx9+cE7V6dWrF1JSUlyO6d+/P5KSkgCUTjPauXOn23PZ7XZ8+OGHbmMINJdmRAoZQVa2RicrOomIiCiUcPzqnmyYqpgL8p5UdKpY0UlERORTIZXonDNnDtatWwdRPn+lHLvdjjfeeAOzZs1ybnvwwQddjhszZgwaN24MAPjpp5/w0UcfuRxz+PBhTJgwwXn/5ZdfdvucarUaU6dOdd4fNWoU0tLSXI6bNGkSdu/eDaB08Dpo0KAKvw9/c7lSrpABpKSiU/bjrOIanURERKRwHL96LxjGqYD7ZkQqdlwnIiLyqZBa+Xrr1q144IEH0KhRI1x99dXo0KED6tWrB51Oh5ycHOzduxfLli3DiRMnnI+ZPHky+vfv73KusLAwfPrppxgyZAisVismTpyIX375BUOHDoXRaMTOnTsxd+5c5ObmAgDGjRuHq666qsLYxo0bh6VLl2LVqlXYt28fOnXqhHHjxqFt27bIysrCokWLnFOMoqKi8H//93++/c/xklKbEbGik4iIiIIZx6/ec6noDEgUruQVnSaTCaJ8jU5OXSciIvKpkEp0ljl16hTmzZtX6TFRUVF4/fXX8cADD1R4zFVXXYXFixdjzJgxyMnJwfLly7F8+XKX48aNG4fZs2dX+nwajQZLlizByJEjsXz5cpw7d87tFfSGDRti8eLFaNeuXaXn8zeXqesqAJWvce8X5a+Uh8maEamY6CQiIqIgwfFrzcnHqUpZpNNtRWeuvKKTU9eJiIh8KaQSnTNnzsQdd9yBDRs2YOvWrTh79izS0tKQn58Po9GIxMREdOzYEYMGDcKtt96KqKioKs958803o1evXpg9ezZ++uknnDhxAiUlJUhOTsbll1+OsWPHur2i7o7JZMJPP/2EZcuW4bPPPsP27duRlpYGk8mEZs2aYdiwYRg/frxHcfmbvOu6QsaPkgGkS0UnB45ERESkcBy/+kAQNM0ESv8vHWeyJNvYjIiIiMi3QirRGRERgUGDBvl8baDk5GRMmzYN06ZN88n5brzxRtx4440+OZe/uExdV8icoLIpQSoAelZ0EhERUZDh+NV7suvxirkg774Z0RnJNl6YJyIi8i2FpKtI6ZTadb3sSrm8mhMABDYjIiIiIgp58j5OSq7oFOXNiFjRSURE5FNMdJJH5IlOpQwgy66UyzuuA6zoJCIiIqoLlDhOFUWxgopOaTMirtFJRETkW0x0kkfkU9dVgnzV98BwJjpZ0UlERERUJyljVCplNpthtVol20wmExys6CQiIqpVTHSSR+yyxY+UcKUcAGw2GwD3azEJSllIlIiIiIhqjRKnrsurOYELFZ2yRKfARCcREZFPMRNEHpEPIJWWQ7S7uZYvyrOzRERERBRy5ONUQQGJTvn6nEBpolPk1HUiIqJapbB0FSmVy9T1wIRRIbcpTQcTnUREREShTj7iU2JFp0qlQlhYmJs1OlnRSURE5EtKy1eRQrkkOhX2k+NwV9HJRCcRERFRyHOp6AxMGBIFBQWS+yaTCYIgQCwqkWwX2DyTiIjIpxSWriKlcpm6roQRZDnuKzqVuDQ9EREREfmSfMinhKnr8opOk8kEAHAUySo6megkIiLyKSY6ySOuXdcDE4eceCED65BnYgHAbvdzNERERETkb/JRoBKGqfKKzoiICIgWK2CTjk8FrtFJRETkU0x0kkeU2nW9jPup66zoJCIiIgp1Suy67i7R6ZBNWwdY0UlERORrTHSSR+Qpw6CYus6KTiIiIqKQFyxT10XZtHUAEMJZ0UlERORLTHSSR5Re0Wl3U9HpcnmfiIiIiEKOfMSnhA84rOgkIiIKDCWMAygIKHWNzjLuUpqiPDtLRERERCEneCo6ZYlOjRqCTuvHqIiIiEIfE53kEfkAUmlT1+3uqjcdTHQSERERhTr5MFAJiU5PKjpVnLZORETkc0x0kkfkiU6VQn5ynF3X3e1kRScRERFRyHOZuq7QRKd8jU6B09aJiIh8TiHpKlI6ec5QaRWd7ruuM9FJREREFOpcKjoDE4aEu6nrLhWdBiY6iYiIfI2JTvKIEtc+Ks9dopNT14mIiIhCn8vMIwWMU1nRSUREFBhMdJJHFL9Gp7uNTHQSERERhTz55W4lDFM9quhkopOIiMjnmOgkj8i7rist0emOKM/OEhEREVHIUeLMI/cVndJEp2BkMyIiIiJfY6KTPKLEAaScTb5AE5sREREREdU5Shinuu+6Lp26zopOIiIi32Oikzyi1KnrYrnkpss6nZy6TkRERBTyXNboDEwYEu6mrrtUdDLRSURE5HNKGAdQEJBPXVeplDctXB4Ru64TERERhT6XrusKuCDvtqKzUL5GJ6euExER+RoTneQRec5QKRWd5dlZ0UlERERU5yit67rNZkNxsXSauslkgljMik4iIqLaxkQnecSlolOBiU4H1+gkIiIiqnOU1nW9sLDQZVvpGp2s6CQiIqptTHSSR5R2pdwdeVqTU9eJiIiIQp/SmmbK1+cEyrquS6s8WdFJRETke0x0kkeCshkRKzqJiIiI6pxAJzrl63MCFVV0MtFJRETka0x0kkeCYuq6fIN8KjsRERERhRyldV2XJzr1ej20Wq2bruucuk5ERORrgR4HUJAIjqnr0iBFuz1AkRARERGRvyhtnCqfum4ymQAADtnUdVZ0EhER+R4TneSRoOi6Lq/glI96iYiIiCjkyIeASpu6HhERAQCuFZ1GJjqJiIh8jYlO8kgwTF13SWtyjU4iIiKikCcf8QU60Smv6CxLdLpWdHLqOhERka8x0UkecUl0KvAnxy6fus6u63WKIAgQBAH9+vULdCjVZjAYIAgCUlJSAh1KwKSkpEAQBGg0mkCHAkB58VBoCea/V0SKJK/oDEwUTvKKzrKp665rdLKis7xg/tuo0Wg4llPY2Elp8VBoCea/V3WBAtNVpETyKUFKmbou7bouw0QnUcC9+eabSElJQYcOHQIdSsjr0KEDUlJS8OabbwY6lAr169cPKSkpmDhxol+eb8qUKYiMjHQORsu+wsLCcMstt3h0jv3796NVq1ZQq9WSc2i1WqSkpOCff/6p5e/CVdkH6oq+IiMjMXnyZL/HRRQoSl+jMyIiAqLDAbHYLNkuGJjoJOXjWM5/OJZzLz09HV27doVWq5WMd9RqNerXr48ff/yxwsceOnQIKSkpUKlUkse1bdsWWVlZfvse5DiWq11MdJJHlDp13V6u4ZBLSAqJkaguW7FiBU6ePIm9e/dWelxMTAyA0upWqpm9e/fi5MmTWLFiRaBDqdAff/yBkydPYvny5bX+XM2aNcMrr7ziknAAALPZjCVLliA8PNyl8qq8Bx98EG3btsWhQ4fgkF08s9lsOHnyJH7++Wefx+6t/Px8vPHGG2jatGmgQyHyC/nyRYEeAubm5kruR0VFQSwsdjlOZTL6KySiGuNYzn84lnM1ffp01KtXD7t27YLNZpPsczgcSE1NxcKFC90+dsmSJWjVqhVOnjwpLZByOLB//37Ex8dj9+7dtRl+jXEs5x0mOskj8uUulZLoLP/HzjXRyR9vomCxa9cuiKLoNilFVF0PPvggjh07BqD0ivkbb7wBm80GURSxbNkyREVFAQCKi4tx2WWXuT3Hk08+idmzZzvP8cQTT8BsNkMURZw+fRrTpk1Dw4YNAzpNUa1WQxRF51dmZibGjBnj3H/ixAmMHDkyYPER+YvSKjpzcnIk96Ojo+HIc72oojKF+ykiotrHsRz52oIFC/DYY48BAFQqFUaPHo3MzEznmOfDDz9E8+bN0bZtW5fHFhcX49Zbb3Xev++++yCKIsxmMwYPHgygdHbopZde6p9vpgIcy9UOZoLII0qdul4+0amSpzoDvRI9EREFxBdffOG8/c8//+CZZ56BWq0GAAwdOhQ5OTnO+//++6/L4//77z+8++67AICwsDAUFhbinXfegU6nAwA0aNAAU6ZMwalTpzBixIja/nY8Fhsbi08//RQzZsxwbvvuu+8CGBGRf7hUdCox0Zlf5HKcKoKJTiIid+x2O8aOHQugNMn533//YcGCBYiNjQVQOuZ56KGHcPjwYbz88ssuj7/qqqucVZxPP/00PvnkEwCATqfDzz//jGuuuQYAYLFYcP/99/vjW/IIx3K+wUQneUSpU9crq+gUAj3KJa/8+OOPSE5OlqynUra23hVXXIFz585V63zFxcW4/PLLXdZ2MRgMla4x48lC02VrAEZGRlb43F26dJF8LxqNBjfffHO1vofybrrpJue5tm7dWumxZWvAlFWxyQ0fPhxhYWGS/xeNRoMePXq4TL+TnzMlJQW5ublo27atZA3DiRMnQhAEbNq0yfkY+doz5SvhPFkw/s8//0TTpk1d1krU6XTo0aOHy5SqjRs34vLLL3f53sr+L8oPIGrD3r170bx5c5d4jUaj2zV3rr32WucxFf1svPnmm85jWrRoAeDi/12ZTZs2uXy/7kycOBFGo9FlraPWrVvj+PHjbh8j/1m/4YYbJGsMqVQqdOzYERaLRfK4fv36QRAE53IjJ0+edInx22+/reJ/1HMlJaUNP1QqFdq0aeP2mLi4OADStZ7LlF+/c926dc4EZ23IyspCmzZtJH8ftFotRo8eXeNzTpw4EaoLXQOtVqtz+9KlS9G1a1fo9XqX//+EhAQsXbrU6++HKBDkv8aBHgHK3zvdVXQKRgOECxdcQlVtjOX69++PYcOGQafTKWIsd8MNN1TreyiPY7mL47jhw4fjsssu41juAo7lgLFjxzqXDZo+fToaNGhQrcdv27YNQOnPubs1T1euXOm8vWjRIi8i5VhOkUQKKbm5uSIAMTc316fnbT9bFBtPv/i1+YRV/OGHH0SLxeLT56muDh06iCi9kC/+HtNDPBJ/ufOrcM3WgMYWaBaLRRGvUU0MGDDA+bpW9PXGG29IHlO2vW/fvi7n27Nnj6jRaCo9X2JiottYKjtvGZPJJAIQTSaTy760tDRRq9VW+LwxMTGiWq0WAYhNmjTx+P8oMzPTeY4uXbpUeNw333zjPG7ixImSfUeOHBF1Ol2l/y8qlUrctWuXy3nLYk5OThZVKpXL4yZMmFDla9i6dWvn+Zo0aSICENVqtdvv4957763yfMOGDZM8pux1qexr6NChbp+vfDw1+V169tlnq3zu5s2buzwuMjLSuX/ZsmWSfceOHXPu02g0otlsFkVRFFu3bl3lc5WXn58vRkVFVfmY7777ziW+8j/rsbGxFT42IiJC8rjBgwdX+Xzlv9++fftKfpaqIn+NYmJinI//999/3T6m7GfY3e9t2c90eHh4lc9dE2Wxde7c2e3vT9lXnz59Ko29ot8XURRFg8Hg8vqXPa6yr8cee8zn368oimJGRoYI+H58QqHB2/Hr0EXScerXey/uC8R4qF+/fpLfq5kzZ4qFq7dKxqnHO9zst3gCoS6N5ZKTkzmWE5U9lqsJjuVqPpazWCxi27ZtJT9L1RUeHu78+a2ukydPuv0ZlSs/XqyussfVhbFcMI7hWNFJHgmGqesuIan44x2M7rzzTqxbtw5A6Zoljz32mHNdvH///RePPPIIoqKiYDR6voB/jx49nD8rnTp1ci5IvWbNGufVzPPnz6NHjx4+/37at2/vvArXrFkz/PvvvxBFERs2bEBMTAyys7MlTbU8FRsb61z0/e+//67wuEmTJjlvT58+XbKvXbt2zqu111xzDQ4ePAhRFJGamuqsaHM4HOjVq1eF509NTYXD4UDfvn1x+vRpiKKIbdu24d5774Uoiujbt6/zWLHc+jOiKGL//v0efa+vv/465s+fD6C0kuCuu+5CTk4ORFHEyZMn8eKLLyIxMdFZoVcmLi4OjRo1whtvvIFjx4451+X58MMPnT8/P/74I3799VeP4vDUt99+i9deew1A6bTnl19+Gfn5+c7XvVGjRgCAI0eOYPjw4ZLH7tmzx3l72LBhKC6+2Lyic+fOztvLli1zVhnu379fUpXYt29fl//r8po2beqs7ujWrRv++usviKKInJwcTJgwwVk1cOutt7pczS+Tn5+PrKwstG/f3vkzvW3bNmelSUFBAf73v/85j//5558hiqJzuniTJk1cYhw6dGhV/7UeK/9z37FjR7z55pvO37Mff/wR0dHRzvtlP1tl0tPTnRUEbdu2xVdffYWoqCiXaqS7777b6zh3794Nh8OB4cOHO3+mP/74Y+cV/M2bN1fZ/KEiZrPZZVtUVBRatmyJWbNmOX9f8/Pz8fzzz0Or1QIA3n//fZw5c6bm3xRRACh9jc6oqCiXis5QXp+ztsdyKSkpOHLkiGLGcqmpqRzLVaGysdyRI0dw++23cyzHsZxEUVHpch+JiYnYuHEjEhISJGMxrVaLQYMGuf3dK9+cqHv37hU+R/lGPzt27KhRnBzLKZQvs6YUeLVV0dn6I+mV8j9PKaOis0WLFs4rF1tie0orOtdvD2hsgRaMFZ35+fnO11OtVouZmZkeP7bscfKr9c8//7xzX8+ePd0+NiwszHlMamqqR+ctr6IqgF9++cX5+EaNGrk8zmKxiHq93nlMdaoARFEUJ02a5Hzs3Llz3R5T0fPfcccdzn0rVqxw+9iffvrJeYy86qL81cTbbrutwhjLV+ZVprKr7uWfa8+ePZWepzrKKiAuueSSSuOp7u9S2c+T/Ep4ee3btxcBiIIguOx78803nd9vSkqKKIrSq+jDhw93e05Pflbff/9953Hvvvuu22MOHjzoPKayyoqKnqfsqnZUVJTLPk8rXryt6BRFURwyZEilV7sjIiLE77//3uVcH3/8sfOYhg0bVnqOmJiYKmNzp/w55syZ47L/999/d+6/8sorXfZXVQVQ/u+eXq/3KKaioiJREAQRgDhw4MDqfUMeCMZqAPIfb8ev130lHad+u+/ivkCMhxo3biz5Pf/pp5/E3M+WScappwaP91s8/uSPsZy71zNQYzlRvFh5xrFczcZy3vyOejqWqy6O5bwby3lb0ZmWluZ8bEJCQqVjMb1e7/J35rbbbnPuf+eddyp8nuHDhzuPe//996sVY10aywXjGI6JzhBTW4nOFjOkA8gdp5WR6GzatKnzD8BWeaJzAxOdSniNqmPMmDHO1/PFF1+s1mMresOuV6+ec1/Z9BC5WbNmVTjQ82Zw3LFjR+fj3U2ftVgskmlB1R0cl4/P3eC7/BukfPBclmBNSkqq9PxlA8iWLVtKtpe9Obsb3JXn7eB4/vz5zsdff/31lZ6jurp16yYCELVabaXxVOd36a+//nLGO2PGjAqP27Ztm/O4devWuezv1KmTc3/56X+xsbEVntOTn9WywaLBYKj0+4iLixMB10Re+cFxRb9PKSkpIuB+qlFNpvZ5oqLXqPwHSHcDY/mHvooeM2jQIDEnJ0cURVFctmyZ5ENthw4dqh1v2WONRmOFx5RN0UxOTnbZV9Hg+JdffnGZLlqdDxfJyckiADE6Otrzb8ZDwThIJv/xdvx67ZfSceqScm+5gRgPlZ+6CkDctGmTmD3zK8k49cwttbNMRKDV9liuoKDA7esZqLGcKIri3LlzOZYTaz6W8+Z31NOxXHVwLOf9WM7bv7tr1qxxGYt17dpVPHnypCiKorhlyxYxPj7euS8hIUHy+Kuuusq5b+HChRU+T/m/V08//XS1YqxLY7lgHMNxbi95RD4lqPRCQeBV2oyIU9eDztq1a523X3jhBZ+cMzMzEwAQERFRYUORBx54wHm7qsXgq+PYsWMASqdtVdQQ5eqrr/bqOcqmXJw6dcpl6sbs2bMBlDZkKetaWKZsKsS5c+dcFrIu/1U23SU9Pd3t81e0KL6vlJ9W/OGHH1b78W+99RZiY2NdGiEIguCcolL+74i3yjp1A8BDDz1U4f/rpZde6jxuzZo1LufZvXu38+e1bPqfIAjYt2+fV/GV/T4UFxdX+rqXHVdYWOj2PGFhYRX+PiUnJwOAc/p3IBQXFyMhIQFvvPEGgNKGD2vWrMGePXvwxBNPQKPRwGw2Y9KkSRg3bpzksfLfo8GDB+OXX35x/qwPHToU2dnZzmlhe/bsQUGBdEqqp5o3b17hPr1eD+Di1C137Ha75HUbPHiw8+cFKJ0iN3PmTMljHn30UWcjAvlXampqlc9JpETyUWkFfTv8wm63Iy8vT7KttOu69O+pyuT5tO1gUhfHcvIxVnVxLFc5juWk6sJYrnzzHQBo2bIlduzYgcaNGwMAevXqhfT0dOdYKT09HRs3bvR7nADHckrFTBB5RJ7oVOYanbKgAjnKpRopW2tG5cMkddmAsaIummXKnjM/P99nz102AC17k6vquWuifBfBJ554wnk7NzfXOcApvx5Q2b7qqmgAaTKZqn2u6ijfkbX8Ojqe6NKlC5555hlkZ2e77axdprJ91VVRh8vKZGdnu92+YcMGyf0PPvgASUlJNYqrTHUHrBWtOVa2BpA7lXVb9ZeuXbsiIyMDQOn/49KlSzFw4EC0b98e77zzDkpKSpxrTM2dOxdZWVnOx8r/j3/++WeX8+t0OgwcONB5//XXX69RnJX9XSr7u1Dd10ytViMpKQlz587Frl27JPvq16+PDz74oMq/c4FMUhPVhJK6rsuTnEBZ13VZojMyNBOdHMtVH8dyFeNYzlVdGMvJf07k/49lJk6c6LxdfiwWGxvrvF1Rgh+Q/h6VJXeri2M5ZWKikzxiD4pEJ1HFhBBNfN96663OhM2CBQuc2++//37n7Y8//ljymPKLog8ePNhlIXF3X+4+uAG+/SDjS7Nnz8bu3bsBAAaDAVOnTkVmZqbke+rdu7fPn7f83yRP/l9FUXS5Slvmvvvuk9z//PPPfRZny5YtPYrNlxUS/nTgwAEAQL169dCvXz+X/Wq1WtI84P3333fe7t+/v/N2ZQP9K664wnm77GfN39RqtdvXLDU11aXyZ+zYsc6r/LGxsXj//fdRVFQkeWxZcwVffmAk8gf5j2wgmxHJGxEBdauiszZxLHcRx3Icy4XyWK5ly5aS+xUlh++44w7n7fIJ6vbt2ztvVzZGK/+Y8k23/IljudqhzL9qpCjyak5AOcWSlSY6lRIkeaxs6owvr0CVDRzdffAo7//bu+/wKKq9D+DfTQ+kElKoCUSkhZZABCkJRXpHRLh0guiFS7GC3Cti4V71IqJcBAGDVEURkC6Q0CIloTcpkhCQEkhIJ4Vk3j/yZty+m2R3Z3b3+3mefZ6Z3TNnzk7J/nLmlPJ96nqqrRxQqtM1m2H5039tM+Zp23dlRUZGAih7Kln+1Hz79u1iGSIiIlTSKwcLlZ0F0FKUn65W5An7Z599Ji5nZmZi/vz5Kk93gbLZWU2tvEsNAKxZs6bS+Xz00Udi16byf+wSExN1BtLGKs/LlmdiPHnypLhct25dnemUW2QmJSWJy8r3i75/qpUDSGv45/unn34CUNaCIz09HTNnzoS7u7tKGl3/BBPJnfqvqJS3pHpLO0dHR1SvXh2lOardCB28PCxZLIthLFc5jOU0MZbTzh5iOeCv+95YyrHYuHHjxGXlGE+d8vWofo/JEWM547GikwzSVtEpzxadaoWS6dNJ0q1Hjx7i8vz5802Sp5+fH4Cy8Wl0BbHLly8Xlzt06KDyWflT7vKnZ+qKiop0Br8NGzYEUNZl5Nq1a1rTaBvTp6JWrVolLsfExODixYtiMN+nTx+t25SPyXPnzh2dx8UUqtpKYOLEieLy9OnTjd6uvCtytWrVdI4/dOvWrSqVTZsZM2aIy5W9hpOTk/Gvf/0LQFmLwgcPHojHcfr06Xq74AD6n+D6+voCKLsf/vjjj0qVryrKg1BzPmVWPt+67ltA9R9D9X+cyrshFRcX6+zydfDgQXG5Xbt2lSmqRZWP1eTv76/185KSkkp1hSSSA/VYVU4tOn18fKBQKFCaozqWr4NnNQuWynLsMZZTboVZWYzlNDGW084eYjkAYstEQHX4A2Xr168Xl5XHyqxfv75YUXrjxg2t25aUlIhDDnh4WMeDJ8ZyxmNNEBlUouUBpVzqEJUrOjWKJJPKWDKe8gDlH374ocq4eZWl3O1HV5eEWbNmictffPGFymflP3x//vmn1gqP7t2769y38lgxPXv21JpGvStSZTRt2lR8mrdv3z6V76wcOCsbMGCAuNyiRQu9+ScnJ1f6XJT/c1JZY8eOFQOVHTt24MqVK0Zt5+bmBqCs9Ya28zZmzBizdOXp0qWL2Prj5s2bOo9/ufJB9JW1atVKXN6xYwf8/f3x3XffASgLKnVNhlAeeOpr8fL222+Ly4Yq57KyskweQJefS3MOkK48jtm9e/d0XjPK5+Yf//iHymcTJkwQl/v166exbVFRkcpA8XPmzKlscS2mvBt++dil6pQnVSCyNnLqoaetohOAZotOT+v4x7qizB3LKbfGVyZlLKc8TmBlMZbTxFhOO3uI5QDg448/Fpe1DUMEAEuXLhWXP/zwQ5XPyuOap0+fYu7cuRrbDhw4UFxW7gIvZ4zljCeT6iqSM+tp0anKGroSkip3d3eMHj0aQNkTqYCAALz++uviU+orV65g2rRp8PDwMLrbx4cffigGSidPnkSbNm2QmpoKoGxmUB8fH/GJedu2bTXGgBkxYoS47OfnJ3aLvXLlClq0aIGjR4/q3Hffvn1Rs2ZNAGVPnBs1aiS2BkhISEBQUJDBrlDGGjx4MICyCpjy2UZ9fX01WqqV++mnn8Qg7tq1a6hRo4ZKIJeRkYG5c+eidu3aaNiwIX777bdKlWvQoEHisrYKI2MoBzrNmzfHuHHjxKeVqampmDt3Lnx9fVVmzy4PXgRBgL+/vxiEJicnIzIyEuvWratUWYzx7bffissxMTHo1KmTSuvB48ePY/DgwXBzc9NoddK7d29xcPEXX3wRvXr1AgCMHj1a/OcuPT0dL7/8ssZ+q1Urax10+fJlneMRvfPOOwgICABQNnC+u7s7PvnkE/EfiCdPnuDTTz9Fw4YN4ePjg//973+VOQQ6lT+BfvToEXbt2qUzXZcuXcTZIyvzD2Tz5s3F5bCwMLzzzjvIzc1FSUkJ1q1bh+rVq4v3vZeXF9q3b6+y/RdffCH+3di7dy/69OkjXnO//PILfH19xZYMXbp00dnSRE7Cw8MBlP2NaNiwodhd6/z582jUqJHWf9SIrIWcx+gUu3Jn20eLTkvEcrNmzZJNLOfn56dzVuuKsudYbt26dQgICGAsZ0Ox3LvvvgsXF5dKx3KjRo1CYGAgAOD69euIiIgQu+sfP34c/v7+4v9RISEhGhN27d27V6wPWLBggfjwoKioCP379xfL7uLiYpKGJ5bAWK4CBLIpWVlZAgAhKyvLZHnmFgpC/S9UX8npRcLWrVuFoqIik+2nMhQKhQBAACCcrdFeuFGzk/h6knhR0rJJrahIHueoMqKiosTzquv1n//8R2Wb8vc7d+6skd+FCxcER0dHvfkFBgbqLI+Hh4fO7fz8/ARPT08BgODp6amx7b179wQnJyed2/v6+oplCw4OrvQxy8nJ0ch79uzZere5deuWUK1aNYPHGoCwc+dOlW0rUmZd3z8sLExMExwcLAAQHB0dteYxYcIEg2UcOnSoyjb6vpuDg4PQunVrcV2dcnkqcy8tWLDAqOPq5OQkbrNp0ybx/Ro1amjNV/la3LNnj8pn06dP17kfZfn5+YK/v79R5XvjjTdUttV3rZfr3LmzzuMaGxurc1/bt2/XmsfUqVN1H+j/p36OCgsLBS8vL6OO/82bN7XmefPmTYN/N+rXr2+wbNro+3tVTt+xLi+XrvtFm8zMTL3fx8XFRahXr16F8zXWo0ePBMC08QnZjqrGr1GrVePU3df/+szS8dCiRYtU7q1u3boJgiAIyc0GqsSpefEnLVIeqdhTLFerVi3GcoK8Y7nKYCxX+ViuqKhIaNasmfi+MbGcNvn5+YK7u7ve7+fl5SUUFhZq3V75fGh7KRQK4cyZM5Uqm76/V+VsJZazxhiOLTrJIPUZ1wFpn5SXKy0tVRkbxEG9BacMykiVc/DgQWzatAn+/v4aLXNdXV3RrVs3lfF+DAkLC0NOTg46duyoMYuym5sbpk6dqnPsFwBIS0tDy5YtVcri6OiIvn376uw6UC4oKAiPHz/Wun2fPn0QGxtr9PfQx8PDQ2O8FuXuVtrUr18feXl5mDp1qtaxaZycnNCkSRN899136Nu3b6XLdurUKfHJs7Lyp93G+Pbbb3H06FHUrVtX45pwdnZGZGQkPvroI5X3Hz9+jBYtWqikVygUaNSoEe7fv69zsgJTmDNnDu7cuYM2bdponbm7WrVq6N27tzhIfW5urvhkX6FQiO+rU35S279/f5UxuRYvXozRo0frnSkcKGttk5aWhgULFohdKpU5OjoiJCQEn3zyCf773/8a/K4VMX78eMyePVtsgaJM3yQRFeXi4oKsrCxMnDhRbB2h/nmPHj2Ql5eHBg0aaM2jQYMGyM/PR4cOHTQGxK9WrRreeusts4wNZi7e3t64c+cOgoODVd53cHBA27ZtkZOTI9uZd4kMkfsYnQC0zLpumy06y5krluvQoYPG3yopY7l+/frh7t27Rn8Pfew5lnN0dGQsB8Zy6tzd3ZGfn4/+/fvD2dlZ5TNXV1eMGjUKWVlZOnvWDB8+HFevXkX9+vVVriEHBwc0bdoUjx490mgJKmeM5YynEAQ5jWpDVZWdnQ1vb29kZWWJkylUVWYB0Gq56nu/jStG0qFd6Nu3r8YfHUspKipS+QN7wa8D3BV//TNaZ+9yuIU3k6JoslBcXIxdu6Q9R6Qfz5F14HmSP54j+UtPT0fNmjVNGp+Q7ahq/Np5NZCqNP/CygHAC2VzyFj878PMmTOxePFicX3ixIlYuWw5btbuqpKuXsJauDwbYvby2Br+vbc9PKe2h+fUtlhjDMfqXjJI62REMmgtqT74tEaROEYnERERkc3TaNEpTTEAaG/Rqd6aEwAcvGxzMiIiIiKpsaKTDNI2GZE8KzpVC6Vgs20iIiIi26ceq0oYp5ZPsFJOZ0Wnh213XSciIpIKa4LIILnOum6wRScRERER2Ty5j9FZmq1W0engAEV1d8sVioiIyI6wopMMkutkROy6TkREREQyatBpVNd1B89qGpOxEBERkWmwopMM0tp1XQZXjqGu66zoJCIiIrJ9sm/RmatW0cnxOYmIiMxGBtVVJHdy7bpeXFyssq5xMcuh2SkRERERmZV6qCqnik5vb2+NrusOnhyfk4iIyFxY0UkGWcus6w7qLTjZopOIiIjI5glaHspLobS01KjJiBw8qluyWERERHaFFZ1kkJZ6TllWdGpgRScRERGRzVOv6JQqTs3JyYGgVhhtkxE5eLGik4iIyFxY0UkGaWvRKYeu64YqOhVyqI0lIiIiIrNSD1Wletat3m0d0DUZESs6iYiIzIUVnWSQ+hidCsijsaRyRafWC1kOhSQiIiIis5LLZETqFZ0ODg7w8PDQ0qKTkxERERGZCys6yaASmQSP6pQrOrUWiRWdRERERDZPveu6VBFgRkaGyrqPjw8cHBxQmp2r8j67rhMREZkPKzrJIPWn5I4yuWqKiorEZUdtIa1camSJiIiIyGw0KjolCgEfP36ssl6jRg0A0FLRyRadRERE5iKTKiuSs1K1gY/kUn/45MkTcdlZoXkpK1xcLFkcIiIiIpKA+qTrcmnR6evrCwAozWJFJxERkaWwopMMUu+6LoeJiAC1ik4tIa3CxdmSxSEiIiIiCchljE71Fp1iRaf6ZETerOgkIiIyF1Z0kkFyCR7VKVd0umht0cmKTiIiIiJbp9GiUyYVneVd10vUW3Ry1nUiIiKzYUUnGWQNFZ1s0UlERERknzRiVWmKobvruvoYnWzRSUREZDas6CSDNLquy+SqYYtOIiIiIpLrZES+vr4QSkog5OarvM8xOomIiMxHJlVWJGdyeUquzlCLTjg5WrA0RERERCQFOXddL83J10jnyBadREREZiOXOiuSMY1Z12Vy1RQUFIjL6i06Fa4uUEgV5RIRERGRxai36JRqmCVtXddLs3I00rFFJxERkfnIpMqK5MwqZ113drJwaYiIiIhICuq9j6QKVbV1XS/NVp1xHQ4OUFR3t2CpiIiI7AsrOskga6jo1GzRyfE5iYjIuigUCigUCnTp0kXqohBZFfWu61K16NTadV19IiKv6ux1RERkoxjLyQMrOskguQzwrk6lolPt2b3CmRWdRERkWidPnkTnzp3h4eEhBrLlLzc3NwwZMkTqIhLZJTm06CwtLUVmZqbKe2UtOjnjOhGRXDCWsw/s30sGWUOLTme26CQiIjN77rnndH5WWFiIrVu3wtXVFdevX0f9+vUtWDIi+6X+QB6Q5qF8VlYWBLXC+Pr6ovTKXZX3HDxZ0UlEJBXGcvaBLTrJoBK1yYgcZXLVsEUnERFZmoODAyIiIrB+/XoIggBBELBp0yZ4eXkBAIqKitCsWTOJS0lkP7TUc0pS0anebR0o67peksUWnUREcsJYzvbJpMqK5Ew9gJRj13WNFp0ubKxMRESm9dprr6GkpARJSUkYNWqU+P7w4cORlZUFHx8fAEBeXh5++eUXiUpJZF+0teiUYoxO9RnXnZ2dUa1aNZTmaI7RSURE0mAsZx9Y0UkGabTolGNFp3qLThcXSxeHiIhs3NKlS/V+Pn36dHE5NjbW5Ptv1KiROI5Uu3btxPe7dOkivg8AM2fOhKurq/ieg4MDOnbsqJLXqFGj4OzsLKZxdHREnz59TF5mInNTH58TkGaMTm0zrisUCpSqteh09GKLTiIiqTCWsw9s9kYGWcMYnRqzrjvz0iYiIsvy9vYWl58+fWqyfIuKilCrVi2xxdjgwYOxZcsWrWmff/55HDt2TOU9QRDw22+/oU6dOvjzzz8RHByM1NRUlTSlpaXYs2cP2rVrh8TERJOVncjctFV0yqFFZ40aNQBAy6zrrOgkIpIrxnK2gS06ySD1LkEOMrlq9LXohCtbdBIRkWWtWbNGXB44cKBJ8nz48CG8vb3FwHj69Ok6A2MAOHbsGGrWrImjR49CEAQkJSXB09MTAHD37l00adIEqampCA0NxYULFyAIAn799Vc4///Y1klJSbh48aJJyk5kCVrH6LR4KbS36ASg0aKTY3QSEckXYznbIJMqK5Iz9Radcrlo2KKTiIjk4vz58zh37hwAwNHREZMnT65ynhcvXkStWrVQUFAAAFi0aBEWL16sdxtvb288fPhQ7N4UERGBBw8eiJ9fvXoVoaGhuHHjBsLCwgAAL7zwglh2AJgxY0aVy05kKXKZdV1nRWdOnsr7HKOTiEieGMvZDrnUWZGMWeWs62zRSUREFlJUVKQyztKCBQuqnOfevXvRsmVLlJSUAAB+/vlnzJw50+B2S5Ys0XjP3d1dpSvWvn37NNI0bdoUTk5lDwkvX75cyVITWZ5cZl3X2XVdvUWnl6fFykRERMZhLGdb2OyNDFIf+0iKcY+00TvrOlt0EhGRhdSuXRtFRUUAgI4dO+Ltt9+uUn43btxA7969AQAODg44efIkIiIijNp29OjRWt/39PREVlYWFAoFGjRooDWNq6srnj59qvL7SiR3WsfotHwxdLfo1Bijky06iYjkhrGcbWFtEBlkDRWdGi06XZwtXRwiIrJDQUFBSE9PBwCEhYXh6NGjVc7z3r174vK1a9cQGhpa5TwdHR0BlAXbupR/VlpaqjMNkdxo67ouRayqq6KzRL2ik2N0EhHJCmM52yOTTsgkZ3Kddb18nAtAS4tOVnQSEZGZ1apVSxwzqUmTJrhw4YJJ8nV3dxeXW7VqZfdP5Yn00favnFy6rguCgNJs9TE6WdFJRCQXjOVsEys6ySA5tugUBIEtOomISDJBQUG4f/8+gLLA+MqVKybLu23bthg1ahQAIC8vDzVr1mSATKSLjCcjEgqKgKJilfcdPNl1nYhIDhjL2S5WdJJBcqzoLC4uVmmOzRadRERkKUFBQSpP/00ZGJdbv349xo0bBwDIz8+Hn58fcnNzDWxFZH+0jdEpRaiqraJTfXxOAHBk13UiIskxlrNtrOgkgzS6rsvgqlF/GuKsHtK6cPhZIiIyPeXAuGnTpmYJjMutXr0aMTExAMp+9/z9/ZGVlWW2/RFZI22zrkvxUF5b13VtFZ3suk5EJC3GcrZPBlVWJHfq49jKoUWnekWni0aLThdLFoeIiOxA7dq1xcA4LCwMly9fNvs+V6xYgddeew1A2djUgYGBGhUqRPZMDi06i4uLNVrpaGvRqXB3Za8jIiIJMZazD6zoJIPUA0g5TEZkqEWngi06iYjIhLZs2aIyg+bFixehUCh0vpo2bWqyfS9duhTTp08HABQWFqJWrVoMkIn+nxxmXc/MzNR4z8fHR3MiIo7PSUQkGcZy9oMVnWSQetd1q2jR6cyn5UREZDpPnz6tUHpTDzi/ePFizJo1CwBQVFSEWrVq4eHDhybdB5E1ksOs69q6Ifr6+qI0hxWdRERywVjOfrDZGxkkx8mI1P/ouDo4qqwrXFnRSUREpjN8+HAI2pqOmZCh/D///HN8/vnnGu8fPnzYYN4pKSkG02RnZxtMQyQ7Mph1Xb1Fp7OzM9zc3JCTk6/yPis6iYikw1jOfrBFJxlUovaoXI6TEWlUdLJFJxEREZHNk8MYneotOn18fKBQKLS06KxmyWIRERHZJRlUWZHcqXcJkmOLTjf1ik6O0UlERERk8+Qw67p6i05vb28AQGkeW3QSERFZGis6ySA5zrpeWFiosu6sVtEJtugkIiIisnlybdEJQKNFp8KDFZ1ERETmxopOMkh9MiI5zLpeUFCgsq45GRFbdBIRERHZOm0VnVK36Cyv6BQ0xuhk13UiIiJzY0UnGaQeQMqxotNJbdR5haNaC08iIiIisgtSz7oudl3nrOtEREQWx4pOMki9Raelg0dtNLquq7XoBFt0EhEREdk8OXRd19WikxWdRERElseKTjJIo0WnDK4a9RadjmohrcKZLTqJiIiIbJ0gg67rult0sus6ERGRpcmgyorkziq6rqtXdDqxRScRERGRrSvV8p6lex/pbNGZq9ai04MVnUREROZmcxWdiYmJ+N///ofx48ejXbt2CAkJgYeHB1xdXREYGIjo6Gh88MEHSE1N1ZvPwYMHoVAojH6NHz/e6DJu27YNL774IoKDg+Hm5oaAgAB06NABn376qcYTYTkoUYsg5dh1XaNak13XiYiIyEowfq0862rRya7rRERE5mZztUFdu3ZFXl6e1s/S0tKQlpaGQ4cOYcGCBZg3bx7mzJljsbLl5ORg1KhR2LFjh8r7Dx8+xMOHD3H8+HF89dVX+OGHH/D8889brFyGWEOLTkf1cUQ5GRERERFZCcavlccxOomIiEiZzVV0AkBAQAAiIyPRvHlzBAUFISgoCIIgICUlBTt37kRCQgIKCwvx7rvvori4GO+9957e/EaMGIGXX35Zb5r69evr/fzp06cYNmwY9u3bBwAIDAzE5MmT0axZM2RkZGDjxo1ISEjAnTt30K9fPxw9ehTNmzev2Bc3E/XJiORQ0aneolOjopMtOomIiMiKMH41HalnXffx8YEgCCjNVWvRya7rREREZmdztUHHjx9H8+bNodAR4cyZMwdr1qzB+PHjIQgCPvzwQ8TExKB27do682zSpAkGDx5cpXKtWLFCDBKbNWuGuLg4BAYGip9PnToVb775JhYuXIjMzExMmTIFR48erdI+TUX9SbmDDAY8MNSik13XiYiIyFowfq089ThViufx6i06vb29IRQWAcVPVd5ni04iIiLzk0GVlWmFhYXpDBLLjR07Fv379wdQ9qR6z549Zi1TSUkJPvjgA3F97dq1KkFiuU8++QStW7cGACQkJGDv3r1mLZexNCo6ZdCiU72i00FtgCZORkRERETWgvFr5amP0WnpOFUQBK0tOtXH5wQABSs6iYiIzM7mKjqNpdyt5sGDB2bd16FDh3D//n0AQFRUFMLDw7Wmc3R0xPTp08X1jRs3mrVcxlKfjEiOXdcdNLquc4xOIiIisi2MXzWpz7pu6W7rubm5KC1VLYW3tzeEHM0xVx082XWdiIjI3Oy2ovPGjRviclBQkFn3pfzEvW/fvnrTKn++e/dus5WpIuTeotNZWyclJ1Z0EhERkW1h/KpJ6had2macL2vRqVbR6ewEhauLhUpFRERkv+yyonPr1q34+eefAQDu7u7o16+f3vSbN29G69at4eXlBTc3N9SuXRs9e/bEZ599hoyMDIP7u3Dhgrjcrl07vWkDAwNRr149AGWzbD58+NBg/uYm94pOJy0Vney6TkRERLaE8at26hWdUs+4DgCenp6aExF5Vjc4PAERERFVnU3XBh0+fFgM5IqKinD79m3s3btXHFTd2dkZ33zzDQICAvTmc/HiRZX1e/fu4d69e9i3bx8++OADLF68GBMnTtS5/dWrV8XlBg0aGCx3gwYNcPv2bXFbf39/g9uYk9xnXXfSEjRy1nUiIiKyRoxfK0Z9PkqpZ1z38vKCo6OjRotOdlsnIiKyDJuuDXr77bdx4sQJjfcVCgW6du2KDz74AB07dtS5vUKhQHh4OKKjo9G0aVN4e3sjNzcXFy5cwKZNm3Dnzh3k5uZi0qRJSEtLw+zZs7Xmo/ykt2bNmgbL7efnp3VbbQoLC1Uq/cqDrYyMDBQXFxvclzGe5DiitOCvxr8FuSVITy9Efn4+0tPT4ezsbJL9VEROTo647CgAOaWqs1pm5GTDMd2+u68XFxdLeo7IMJ4j68DzJH88R/JXXnEnqDe/Iw2MXysWv2ZkKFBa8Ne/NKWOAtLT/4oLzf33ITU1VWXd09MT6enpyLt7XyU+dXZ1RHp6usn3b2/499728JzaHp5T22KVMZxgw5577jkBZQ96VV716tUTPvroI+HOnTs6t717965w9epVnZ8XFRUJb775ppinQqEQjh07pjWts7OzmK64uNhguUeNGiWm37Bhg9608+bN0/od+eKLL7744osvvuT2+uOPPwzGQfaO8StffPHFF1988SW3lzXFcApBsKZq2crLy8vD9evXsW3bNixcuBA5OTmoUaMGNmzYgF69elU634kTJyI2NhZA2UDsO3fu1Ejj4uIiPp0uLi6Gk4HxI//2t79hw4YNAIANGzZg5MiROtOqPxEvLS1FRkYG/Pz8zDoOUHZ2NurVq4fbt2/Dy8vLbPuhyuM5kj+eI+vA8yR/PEfyl5WVhfr16+Px48fw8fGRujhWg/Fr1fHvg23h+bQ9PKe2h+fUtlhjDGfTXdeVVa9eHa1bt0br1q0xevRodO7cGffu3cPAgQNx8uRJtGrVqlL5fvjhh1i9ejUEQcCBAwfw5MkTuLu7q6Tx8PDA48ePAZRNouPh4aE3zydPnojLnp6eetO6urrC1dVV5T1LXnxeXl784yVzPEfyx3NkHXie5I/nSP4cHOxyHsxKY/xqOvz7YFt4Pm0Pz6nt4Tm1LdYUw1lPSU0oNDQU//73vwGUDfK+YMGCSudVp04dNGrUCEDZ0+nk5GSNNMqB26NHjwzmqTx+j7XUmBMRERGR+TB+JSIiIjLMLis6AaBfv37i8sGDB6uUl/IA7doGX2/cuLG4rC2QVKecRnlbIiIiIrJfjF+JiIiI9LPbik7lLjWGZoY05OHDh+KytifYLVq0EJcTExP15vXgwQPcvn0bABAQEAB/f/8qlc1cXF1dMW/ePI1uRyQfPEfyx3NkHXie5I/nSP54jkyD8WvF8dqzLTyftofn1PbwnNoWazyfdjMZkbqLFy+KAVydOnVw586dSuVz584d1K9fH4IgwNXVFRkZGahWrZpKmri4OHTv3h0AEB0djfj4eJ35xcbGYuLEiQCA8ePHiwPFExEREZF9Y/xKREREpJ/dtuhctmyZuNyxY8dK5/Ovf/0L5XXFXbt21QgSASAqKgpBQUEAyroZnT59WmteJSUl+PLLL8X1l19+udLlIiIiIiLbwviViIiISD+bquhctmwZ4uPjoa+RaklJCf7zn/9g6dKl4nt///vfVdLcuHEDn376KbKzs3XmU1xcjLfeegurV68W3/vXv/6lNa2joyPee+89cX3s2LFIS0vTSDd79mycPXsWQFnw2qtXL537JyIiIiLrx/iViIiIyHRsquv6+PHj8d1336FevXp44YUX0KJFCwQEBMDFxQWZmZm4ePEitm3bhpSUFHGbOXPmaMxaefbsWbRp0waurq7o1q0b2rVrhwYNGsDT0xO5ubm4cOECNm3aJI5FBAAff/wx3n33XZ1le/r0Kfr27Yt9+/YBAIKCgjB58mQ0a9YMGRkZ2LhxI44ePQoA8Pb2RkJCApo3b27Co0NEREREcsP4lYiIiMh0bLKi0xje3t7497//jddee03js/JA0RheXl5YtGiROC6RPjk5ORg1ahR27NihM03dunXxww8/4Pnnnzdq/0RERERkvRi/EhEREZmOTVV05ubmIiEhAYcOHcLx48dx9+5dpKWlIScnB9WrV0dgYCBatmyJXr16Yfjw4fD29taaT2FhIQ4ePIjjx4/jxIkTSElJQXp6Oh4/fgxXV1fUrFkTrVq1wgsvvIAxY8bAy8urQuXctm0b1qxZg8TERKSlpcHT0xOhoaEYOnQopkyZorNcRERERGRbGL8SERERmY5NVXSSeW3btg1r165FYmIiHjx4AC8vL4SGhmLIkCEMcCWWk5ODX3/9FfHx8Th9+jSuX7+OzMxMuLu7o3bt2oiMjMSoUaPQq1cvKBQKqYtLasaNG4c1a9aI6/PmzcP7778vXYEIAHDmzBls2LAB+/fvx507d5CdnY2aNWuiVq1aaN++PaKjozFkyBA4OjpKXVS7k5KSglWrViE+Ph6///47srKy4OrqioCAALRu3RpDhw7FiBEj4OzsLHVRbUpJSQmuXLmCpKQknDp1CklJSTh37hyePHkCoOxvmfLYj8a4d+8eli1bhu3btyMlJQUFBQUICgpC586dMXHiRERFRZnhm5C1kCL2PHjwIL799lscPXoU9+7dg7u7O0JCQjBw4EBMmTIFtWrVMvk+bZmlY9SKtJAGgPj4eERHR1d5v/YkOjoahw4dMjp9cnIyQkJCTLJv3p+m9/7772P+/PkV3i44OFhlSJWK4H1aebYSi2VlZWH58uXYsmUL/vjjD2RnZyMwMBDt2rXD2LFjMXDgwKrtQCAyIDs7W+jfv78AQOerbt26QkJCgtRFtUsLFy4U3Nzc9J6f8lfnzp2FW7duSV1kUrJ7926N8zRv3jypi2XXsrKyhPHjxwsKhcLgPfX48WOpi2t3Fi5cKLi6uho8N40bNxYuXLggdXFtytChQ/Ue83HjxlUov59//lnw8fHRm+fkyZOFp0+fmucLkWxJEXsWFxcLkyZN0rtPX19fYevWrSbbp62TIkYdN26cUfsrf8XHx1f9i9qZqKioCh3j5OTkKu+T96f5zJs3r0Lns/zVrVu3Su+T92nl2UIsduTIEaFOnTp69zlw4EAhNze30vtwApEeT58+xbBhw8RB6AMDAzUGoU9ISMCdO3fQr18/HD16lIPQW9i1a9dQUFAAoGyMrO7du6Nt27bw9/fHkydPcOLECaxbtw65ubk4cuQIoqOjcfz4cQQEBEhccsrOzsYrr7wCAKhevTry8vIkLhFlZGSgV69eSEpKAgAEBARg2LBhCA8Ph5eXFx48eIA7d+7g4MGDSExMlLi09mfJkiV44403xPWOHTtiwIABqFevHrKzs3Hp0iV89913yMnJwdWrV9G1a1dcuHABQUFBEpbadpSUlKis16hRA35+frh+/XqF89q/fz9GjBiB4uJiAEC/fv0wcOBAVK9eHadPn8bKlSuRnZ2NFStWAAC++eabqn8BsgpSxZ6vvPIKYmNjAZSNhTpp0iSEh4cjLy8Pv/zyC3bu3InHjx/jpZdewp49e9C1a9cq79PWSR2jLl++3GBeYWFhJtmXvdqyZYvBNKY4n7w/zefll19G69atjUo7adIkZGRkAIBRYzwbg/dpxVh7LHbhwgX069cP2dnZAIBOnTrh5ZdfRo0aNXD58mWsWLECDx48wC+//IIXX3wRO3bsqFzvOZNVy5JNWrp0qVir3qxZM+H+/fsaad544w0xTceOHSUopX179dVXhZ49ewq//vqrUFJSojVNSkqK0LhxY/E8TZgwwcKlJG1eeeUVsVXK66+/Lp4ftuiUTq9evcTzEBMTI+Tk5OhMe/fuXaG4uNiCpbNv+fn5gqenp3h+vvnmG63p0tLShLCwMDHdrFmzLFxS2/Xxxx8Ls2fPFn788Ufh5s2bgiAIQmxsbIVbETx58kSoX7++uN1XX32lkebq1atCUFCQmObXX3815VchGZMi9ty1a5eYX61atYRr165ppPnyyy/FNA0aNBAKCwurvF9bJ0WMqtxSzBQtCUmTcotOS+D9KQ8JCQniMfbx8RGePHlS6bx4n1aetcdizz33nJjfm2++qfH5/fv3hWbNmhmM9w1hRSfp9PTpU5UL+9SpUzrTtW7dWky3Z88eC5fUvqWnpxuV7uzZs+I5qlatmpCXl2fmkpE+cXFxYtfo7du3q3QbYUWnNJSDhOHDh0tdHFKzb98+8fy0bdtWb9rt27eLaSMiIixUQvtUmeB6yZIl4jYDBgzQmW7z5s1iuvbt25uoxCRnUsWebdu2FfPavHmzznQDBgwQ0y1btqxK+7QHUsSorEAxP0tXdPL+lIcJEyaIx3fq1KlVyov3qWlZSyy2Y8cOMa/WrVvr7A6flJQkpqtdu7bOB2X6OOhq6Ul06NAh3L9/HwAQFRWF8PBwrekcHR0xffp0cX3jxo0WKR+VqVGjhlHpWrVqhSZNmgAA8vPzcePGDXMWi/TIz89HTEwMBEHAiBEj0L9/f6mLRAA+/fRTAICzszMWL14scWlIXVpamrj87LPP6k2r/Hlubq7ZykSV88MPP4jLr7/+us50gwcPFiewOH78eKUnPSDrIUXsefPmTXG4kgYNGmDIkCE6086aNcsk+7QXjFGpqnh/ykNubi42bdokrsfExEhYGjIFKWIx5X3OmDFDZ5f0iIgIdOnSBQBw9+5dHD58uML7YkUn6bRnzx5xuW/fvnrTKn++e/dus5WJqsbT01NcLp+ZjSxvzpw5uHnzJnx9fVmhJhMJCQm4cuUKAKB///6ctVOGAgMDxWVD4xApf85xneQlJycHCQkJAMp+kzp37qwzrYODA3r37i2uM76wfVLEnsr77N27t96Zvzt37gwPDw8AwJEjR/ggxYQYo5I2vD/l4fvvvxfnEoiIiDB6TE+SJ6liMUv+xrOik3S6cOGCuNyuXTu9aQMDA1GvXj0AZa1uHj58aNayUcUVFhbi2rVr4npwcLCEpbFfv/32G5YsWQIAWLhwoUrlDUnn0KFD4nL37t0hCALWr1+PHj16IDAwEG5ubqhTpw4GDhyIdevWaQwETubXsWNH+Pv7AwASExOxevVqrenS09Mxd+5cAGXBmb6n1GR5ly9fRmlpKQCgTZs2BgeYV44/Ll68aNaykfSkiD0rsk8nJye0adMGAFBaWio+IKOqMVeM+sorryA4OBhubm7w9vbGs88+izFjxmDbtm0QBMEk+7B3/fv3R506deDi4gJfX180b94ckydPRnx8vEny5/0pDytXrhSXJ02aZNK8eZ9anhSx2IMHD8Tf6fr16xucgKqq+2RFJ+l09epVcblBgwYG0yunUd6W5GHjxo3IysoCAISHh3MWYgkUFBRg4sSJKC0tRffu3TFhwgSpi0T/r7xbFPDXzLCjR4/GgQMHkJaWhsLCQty9exfbt2/HmDFjEBkZidu3b0tYYvvj5uaG5cuXw9nZGQAwYcIEdOnSBZ999hk2btyIb775BjNmzEDDhg1x7tw5eHh4YMOGDXj++eclLjkpY2xB+khxffCalJ65YtR9+/YhNTUVhYWFyM7OxvXr17Fu3ToMHjwY4eHhPH8msHPnTty9exfFxcXIzMzE5cuXsXLlSnTr1g3du3fHvXv3qpQ/70/pXbp0CSdOnAAAuLu7Y9SoUSbNn/ep5dnDb61Thbcgu5GZmSku16xZ02B6Pz8/rduS9B4+fIi3335bXP/nP/8pYWns13vvvYerV6/C3d0dy5cvl7o4pEQ5EH/rrbdw/fp1uLq6YuzYsejUqROcnJxw7tw5rFy5EhkZGTh9+jS6deuGpKQkeHt7S1hy+zJkyBDExcVh6tSpOH/+PI4cOYIjR46opHF2dsbcuXMxZcoUsbUXyQdjC9JHiuuD16S0zBGjVq9eHd27d0dkZCRCQkLg4uKCBw8e4MiRI9iyZQuKi4tx9uxZdOjQAQkJCWjatGmV92lvfH198cILL6Bt27aoU6cOHB0d8eeffyIuLg67d+9GaWkp4uLi0KFDBxw/frzSlde8P6W3atUqcXn48OEmi3t5n0rHHn5rWdFJOimPa+Lm5mYwvbu7u7ick5NjljJRxRUVFWHYsGFiU/HBgwfrHcibzCMpKQmff/45AGD+/PkIDQ2VuESk7PHjx+Ly9evX4efnhwMHDqBVq1bi+6NGjcKsWbPQo0cPXLp0CTdu3MDcuXPFoQjIMjp27Igvv/wSb775pkpL3HLFxcX43//+h7y8PCxYsEDlt4mkx9iC9JHi+uA1KR1zxKjTpk3DkiVLxLEa1T+7efMmXnzxRZw5cwaPHz/G8OHDcf78eTg4sKOjsf79738jIiICLi4uGp+9/vrrOH36NIYNG4aUlBTcunULEydOxK5duyq1L96f0ioqKsLatWvFdVN1W+d9Ki17+K3llUJkw0pLSzFx4kSxxVNoaCi+/fZbiUtlf4qKijBhwgSUlJSgTZs2HDNQhsrHqSm3aNEilUrOckFBQVi/fr04GP6qVasYSFtQeno6evTogejoaPzxxx/4/PPP8ccff6CoqAiZmZk4cOAA+vbti8zMTHzxxReIjo5Genq61MUmHfRNKkEkBV6TlmOuGLVt27ZaK0/KNWzYEHv37hXHh7t06RI2b95c5f3akw4dOmit5CwXHh6OvXv3wtXVFUDZRCKJiYlV3i/vT8vbtm0bHj16BAB49tlnxZmwq4r3qXxIcV8Zs8+qlosVnaST8h+fgoICg+mVZ0hUnjmRpCEIAl599VWsX78eQNmgv/v374evr6/EJbM/H330ES5evAhHR0esXLnS4IDPZHnKf7O8vb0xcuRInWlbtWqF9u3bAyj721g+ayGZV35+Pjp16oS4uDj4+vrixIkTmDVrFho2bAhnZ2d4e3ujW7du2LlzJ6ZOnQoAOHnyJP7xj39IXHJSphxbGDOzMmML+yJF7Mlr0vKkjlH9/f0xY8YMcX3Hjh0W2a89efbZZzF27FhxvbLHmPentJS7rZt6EiJDeJ+ajxT3VUX3mZ+fX6V9sqKTdPLx8RGXy5/k6KPcakZ5W7I8QRDw97//HStWrABQNrlKXFwcQkJCpC2YHTp37hz+85//ACjrzhMeHi5xiUgb5X+uWrZsCScn/SO7REREiMs3btwwW7noL0uXLsXvv/8OoGwc1UaNGulM++mnn4q/Qz/88EOVJ0Mg02FsQfpIcX3wmrQsucSoXbt2FZc5O7d5mOIY8/6UTmpqKvbt2wegbEb7cePGWbwMvE/Nwx5+azlGJ+nUuHFjJCcnAwCSk5MNBiDlacu3JWkIgoCpU6di2bJlAIA6deogPj6eY0JKZPXq1SguLoaDgwOcnZ3x0UcfaU13+PBhleXydI0bN8bw4cMtUlZ71qRJExw4cAAA4OXlZTC98kDs2dnZZisX/WX79u3ics+ePfWmrVatGp5//nns2rULpaWlSEpKwoABA8xdRDKCcnygHDfowtjCvkgRezZu3Bjx8fFiftHR0Wbfp72SU4yqPBkGJ60xD1McY96f0omNjRWHdurfvz8CAwMtXgbep+YhRSxm6X2yopN0atGiBfbs2QMASExMVHmiou7Bgwe4ffs2ACAgIAD+/v4WKSOpKg8gv/76awBA7dq1ER8fj2eeeUbiktkvQRAAlI1FtWDBAqO2iY+PF4O6QYMGsaLTApTH48zKyjKYXjnY4qzrlnH37l1x2ZjKaOWnv8oDoJO0mjVrBgcHB5SWluLMmTMoKSnRO5yH8rhuYWFhligiSUiK2LNFixbicmJiIiZMmKAz7dOnT3HmzBkAgIODA5o1a1apfdojucWo5RMgAWz5Zy6mOMa8P6UhCAJiY2PF9ZiYGEnKwfvUPKSIxQIDA+Hv74+HDx8iNTUVaWlp4his5tgnu66TTr179xaXd+/erTet8kx6ffv2NVuZSDf1ALJWrVqIj4/X272TiMr06dNHHPT6/PnzKC4u1pv+1KlT4jJbDFiGcuVmamqqwfS3bt0Sl/38/MxSJqo4T09PdOzYEUDZLJpHjx7Vmba0tBR79+4V1/v06WP28pG0pIg9lfe5Z88e8QGlNkeOHBEfnHTp0gXVq1ev9H7tiRxj1PIHygB/x83FFMeY96c09u3bJ8ZRderUUTkPlsT71DykisUs+RvPik7SKSoqCkFBQQCAgwcP4vTp01rTlZSU4MsvvxTXX375ZYuUj1RNmzZNDCCDgoIQHx+PZ599VuJS0RdffAFBEAy+5s2bJ24zb9488f2tW7dKV3g7UrduXURFRQEo64q+ceNGnWnPnj2L48ePA1ANFMi8lFt1bNiwQW/aGzdu4MSJEwDKWnUoj6lK0lOOExYuXKgz3datW8WuS+3bt+c403ZAitizYcOGaNeuHYCyrnJbtmzRmXbRokUm2ae9kVuMmpaWhsWLF4vr/fv3l6wsturq1atYu3atuF7ZY8z7UxrKkxCNHz9ekolUeZ+alxSxmPI+v/jiC5SUlGhNd+rUKXFYtzp16qBz584V35lApMfSpUsFAAIAoXnz5sKDBw800rz55ptimo4dO0pQSpo2bZp4DoKCgoQrV65IXSSqoHnz5onncN68eVIXxy799ttv4jnw8/MTzp07p5Hm/v37QvPmzcV0c+fOlaCk9mnv3r3icVcoFMLKlSu1prt//77Qpk0bMe2AAQMsXFL7EhsbKx7rcePGGbXNkydPhPr164vbLVmyRCPNtWvXhKCgIDHNvn37TFxykitTxp7x8fFiuuDgYJ3pdu3aJaarVauWcP36dY00X331lZimQYMGQmFhYaW+n70xVYxqzLlcvXq1sHv3bqG0tFRnPjdv3lT5jWjatKnw9OnTSpXJHi1evFhISEjQm+b06dNCSEiIeIx79uypNR3vT3l69OiR4OrqKsZbf/zxh9Hb8j6VhhxisaioKDFdbGysznTPPfecmO6tt97S+Pz+/ftCs2bNxDQrVqww6vuo4xidpNfkyZOxZcsW7Nu3D5cuXUKrVq0wefJkNGvWDBkZGdi4caPY1Nnb2xvLly+XuMT255///CeWLFkCAFAoFJgxYwZ+//13cXZiXcLDw1G/fn1LFJHIKnTo0AHvvPMOPvnkE6SnpyMyMhLjxo1Dp06d4OTkhLNnz2LlypXIyMgAUDbz+j//+U+JS20/evbsiRdffBE//fQTBEFATEwM1q5di0GDBqFu3bp48uQJkpKSsHbtWnEMVV9fX71PqalikpOTVVp5AGVDPZQ7c+aMxj0RHh6OoUOHqrzn5uaGVatWoW/fviguLsa0adOwZ88eDBw4ENWrV8fp06excuVKcbzcyZMno0ePHmb6ViQ3UsSeffr0wYQJExAbG4t79+6hbdu2iImJQXh4OPLy8vDLL79gx44dAAAXFxesWrUKLi4uVd6vrbN0jHrmzBksXrwYtWvXRs+ePdGyZUsEBgbC2dkZaWlpOHLkCLZs2YKioiIAZb8RP/74oySt1axVXFwcZsyYgdDQUPTo0QNhYWHw8/ODo6Mj7t69iwMHDogTAQJAcHCwyliPlcH707LWrl2LwsJCAGWznjds2NCk+fM+rRprj8VWrFiBTp06ITs7G5999hmOHTuGkSNHokaNGrh8+TJWrFiB+/fvAyjr6q5vXF69KlU9SnYlOztb6N+/v1irru1Vt25dg0/3yDyUn55U5KXvSQtZHlt0yse7774rODo66r1/evXqJWRkZEhdVLtTUFAgTJo0yai/cY0aNRJOnToldZFtinJLDWNf+loW/Pzzz4KPj4/e7SdPnsxWHHbIVLGnsS3GBEEQiouLhYkTJ+rdp6+vr7B161YTflPbZsoY1ZhzOWPGDKP30a5dO/aAqoRBgwYZfYx79eol/Pnnnzrz4v0pT2FhYeIx3bBhQ4W25X1qfnKNxYxt0SkIgnDkyBGhTp06evc5cOBAIScnpxJHqAxbdJJBnp6e2L59O7Zt24Y1a9YgMTERaWlp8PT0RGhoKIYOHYopU6Zw5mEisgkff/wxXnrpJaxatQr79u3Dn3/+ieLiYgQEBOD555/H2LFjOSmKRFxdXbFy5UpMmzYNq1evRkJCAm7evIns7Gy4uLggICAA4eHhGDx4MF566SW4urpKXWTSY8iQIWjfvj2+/vprbN++HSkpKSgoKECtWrXQqVMnTJo0SRw7l+yLFLGnk5MTVq1ahTFjxmDVqlVISEjAvXv34ObmhpCQEAwcOBCvvvoqatWqZbJ9kmm99dZbaNu2LY4fP44zZ87g/v37SE9PR15eHry8vFC3bl0899xzGD58OHr06CFOQkjGW7hwIQYMGIDjx4/j3LlzePjwIR49eoTCwkJ4e3sjJCQEHTp0wKhRo9C+fXuT7Zf3p2WcPHkSFy9eBADUqFFDoxWgKfA+lRcpYrFOnTrh4sWL+Oabb/Dzzz/jxo0byMnJQWBgINq1a4exY8di0KBBVdqHQhD0TF1GREREREREREREZAU46zoRERERERERERFZPVZ0EhERERERERERkdVjRScRERERERERERFZPVZ0EhERERERERERkdVjRScRERERERERERFZPVZ0EhERERERERERkdVjRScRERERERERERFZPVZ0EhERERERERERkdVjRScRERERERERERFZPVZ0EhERERERERERkdVjRScRERERERERERFZPVZ0EhERERERERERkdVzkroARERERNrcv38f+/fvR1JSEpKSknDmzBnk5+cjODgYKSkpUhePiIiIiGSG8SOxopOIiIhk6fvvv8esWbOkLgYRERERWQnGj8SKTiIiIpIlLy8vdO/eHW3btkVERATu3r2LmTNnSl0sIiIiIpIpxo+kEARBkLoQRERERIb89NNPGD58OLseEREREZFRGD/aH05GRGRCCoVCfJF+ISEh4rHiDw7pk5KSonJvKb+io6OlLp5J8b4wvejoaJ3XD48xEckB40fj8XeSjMX4kaqC8aN1Y0UnERHZJOUA5f333zdqm7Nnz8Lf31/crmbNmjh9+rR5C0pEREREssD4kcj6cYxOIqqykJAQ3Lp1CwCQnJyMkJAQaQtEBlnrOfP09MTYsWPF9UaNGpks78TERPTq1QuPHz8GAAQEBGD//v1o0aKFyfZBljdkyBCEhYWJ62vWrEFOTo6EJSIiIsB6YxF7Zq3njPEjVRTjR+vGik4iIrIaNWrUwJIlS0yeb0JCAvr27Yvs7GwAQO3atXHgwAE0adLE5Psiy5oxY4bK+o4dOxioEhER2RHGj1RRjB+tGys6iUgSHNuE5CI+Ph4DBgxAXl4eAKB+/fqIi4tDaGioxCUjIiIiZYwfSS4YPxLJF8foJCIiu/Xrr7+iX79+YpAaGhqKw4cPM0itpPfff1/nwO2GXnfu3JG6+EREREQGMX40LcaPZGps0UlERHZpx44dePHFF1FYWAgAaNy4MeLi4lC7dm2JS2a93Nzc4O3tXaltHRz47JWIiIjkjfGj6TF+JFPjVUFkZlevXsXMmTPRtGlTeHh4wMvLC61atcKcOXPw6NGjCuWVnp6OhQsX4oUXXkC9evXg5uYGHx8fNGvWDFOnTkVSUpJR+dy6dQtff/01Ro4cibCwMHh7e8PZ2Rl+fn5o2bIlXnvtNRw/flxvHikpKeKTtPJByQGgQYMGWp+2HTx4UGX7kJAQ8TNd3ZCUty9nquNZXFyMZcuWITo6GgEBAXB3d0fDhg0xYsQI7Nu3r0LlrAht3+ncuXOYMWMGwsLCUKNGDSgUCgwePFhlOzmcM2WmuhalsnnzZgwdOlQMUlu0aIHDhw+bLUgtKSnBypUr0a1bN73Xm7FMcT20atVKPNfff/+90fseNWqUuN3cuXNVPps9ezYyMzMr9eI/CEREf2H8yPjR0Hdi/Gh5jB8ZP5KVEIjIZACIL0EQhK+//lpwdXVVeV/55efnJyQmJhqV95IlSwRvb2+deQEQFAqFMHHiRKGwsFBnPm+++aagUCj05lP+GjlypJCXl6c1n+TkZKPyKH/Fx8erbB8cHCx+lpycbNHjmZKSIrRs2VJveSdPniwUFRUZVc6KUP9O8+bNExwdHTX2P2jQIHEbuZyzcqa6Fo2lXO7g4GCjt4uKihK3mzdvnvj++vXrVY55eHi48OjRoyqXU5c7d+4IEREReo9XTEyMUFhYaNT1Zqrr4auvvhLT9ejRw6jv8vjxY8HNzU08xzdu3KjsYamUH3/8scLXgTpT39NERFXF+JHxoyGMHyuO8aMqxo+MH+0Ju64Tmcnq1avx2muvASjr0tC2bVu4u7vj999/R0JCAgRBQHp6OgYMGIArV67Ax8dHZ16zZs3CF198Ia77+fmhffv2qF27NgoKCnDmzBlcvHgRgiDg22+/xd27d7Fz506tTflv374NQRCgUCjQuHFjNG7cGH5+fnB2dkZ6ejrOnDmDP/74AwCwceNGZGVlYceOHSpPkAHAy8sLU6dOBQCsWbNGnIVu7Nix8PT01NhvnTp1KnT81JnqeD58+BDdunXDzZs3xfcaN26Mdu3awcnJCRcuXMCpU6ewYsUKrd/DlD777DPMnz8fQNnYPpGRkahWrRpSUlLg7OwsppPTOTPltSiF2NhYxMTEoLS0FADQvn177N69W+/9VxUZGRno3r07rl69Kr7XqFEjREZGwtnZGWfPnsXZs2excuVKeHh4GJWnqa6HMWPG4O2338aTJ09w4MABpKSkICQkRO++169fj4KCAgBAVFQUx6IiIjIxxo+qGD9qYvxoeYwf/8L4kayCFLWrRLYKSk/CXF1dBX9/f2H37t0a6Q4dOiR4eXmJaefPn68zz1WrVonpPDw8hK+//lrrU864uDihTp06YtpPPvlEa36ffvqpEBsbKzx8+FDnPg8fPiw888wzYl5r167V+70r84Srok/kTXU8R44cKaarVq2a8OOPP2qkOXLkiFC7dm1BoVAILi4uZnsi7+TkJHh7ewtbtmzRSFdQUCAuy+WcmfpaNJapnsh//fXXKk+yu3TpImRnZ1epbIaMGzdO3J+bm5uwbt06jTT79u0TatasKQAQnJ2dDZ4XU14PyuV77733DH6f8PBwMb2272JufCJPRLaI8SPjR0MYP1Yc40dVjB8ZP9oTVnQSmZB6YHXu3DmdaZcsWSKmbdKkidY02dnZgo+PjwBAcHR0FA4dOqR3/5cvXxa7Bfj5+enscmCM5ORkMa/IyEi9aS0VqFb1eF68eFElz82bN+vM7+zZs4KTk5NKelMHqgqFwuA5rQhznjOpr8WqBqpNmzZVOfY9evSoUpmM8fvvv6vsU19gl5CQIDg4OJj0ejPmejh69Ki4v3r16gklJSU68ztz5oyY1sfHR3jy5EmVymeM1NRUwc/PT3x5enoKAAQHBweV96dNm2Z0ngxUiUhuGD8yfjSE8WPFMX6sHMaP2jF+tC6s6CQyIeUfmX/84x9602ZnZ4uBkEKhELKysjTSfPHFF2J+kyZNMqoMU6ZMMSoQM0afPn30lq+cJQJVUxzPN954Q8yvS5cuBss4efJkswaqL730UpXzU2eucybltWiKQFX5FRYWZpEg66233hL32b59e4Ppx4wZY/LrzZjroXnz5uI+9+zZozOvadOmiemmTp1a5bIZw9hxwcaNG2d0ngxUiUhuGD8yfjSE8WPFMX6sPMaPmhg/WheO0UlkJsOHD9f7uaenJ0JDQ3H16lUIgoDU1FSEhYWppNm1a5e4/PLLLxu1327dumH58uUAgKNHj2Lo0KE606ampuLkyZO4du0aMjMz8eTJEwiCIH6enJwMABAEAefOnUPnzp2NKoM5mOJ4Ks8COWrUKIP7/Nvf/oYVK1ZUqrzGMPacKpPqnJn7WrSkS5cuYe3atZg8ebJZ9xMfHy8ujxkzxmD6sWPHYu3atRXahymuh8mTJ2PmzJkAgFWrVqFXr14aaQoLC7FhwwZxfdKkSRUqZ2WFhISofB8iIlvH+NG0GD+WYfxYdYwfVTF+JDljRSeRmbRo0cJgGj8/P3E5KytL4/Njx46Jy2vWrMHWrVsN5nnnzh1x+fbt21rTHDt2DLNnz8aRI0eM/hF49OiRUenMparHs7S0FOfPnxfXIyMjDeYXEREBhUJhth/KiIgIo9NKfc7MdS1aSkxMDOLi4nDz5k0IgoApU6bA1dUVY8eONcv+BEFQud6ee+45g9tERkYafb2Z8noYM2YMZs+ejYKCAmzbtg2PHj1CzZo1VdJs2bIFGRkZAIDw8HC0adPGqH0SEVHFMH40LcaPjB+rgvEj40eyTqzoJDITb29vg2mUZ0YsLi5W+Sw3N1ec1RBAhZ/UAcDjx4813vv2228RExNT4eBLuSxSqOrxzM7OVnmvbt26BvPz8PCAt7c3MjMzjS9oBfj7+xuVTupzZq5r0ZLq1KmDuLg4dOnSBampqRAEARMnToSrqytGjBhh8v1lZWWhqKhIXK9fv77Bbby8vIy63kx9PdSoUQPDhg3D+vXrUVRUhHXr1olP6JX3Wc5ST+OJiOwR40fTYvzI+LEqGD8yfiTr5CB1AYhslUKhqNL22p7QV9TTp09V1q9cuYIpU6aIP3AtW7bEl19+icTERKSlpYndFspf48aNE7ctLS2tcnmqoqrHMzc3V2W9WrVqRm1XvXr1Ku1XH3d3d4Np5HDOzHEtSiE4OBhxcXGoXbs2AKCkpASjR482qnVBRZnrejPX9fDKK6+Iy8pBKQDcunULBw4cAFB2zRrTbY+IiCqH8aNpMX5k/FhVjB8ZP5L1YYtOIplS/8HKzMw06qm0PosWLRIDhr59+2Lr1q0qT7HVSf0U3pTUj2d+fr5RQWheXp65imQUOZwzc1yLUgkNDUVcXByioqLw4MEDPH36FCNGjMCWLVvQt29fk+3Hw8NDZd1U15u5rocuXbqgSZMm+P3333HhwgUkJiaiXbt2AIDY2FgxyB02bBh8fHyMypOIiCyP8aNpMX6sPMaPFcf4kcg02KKTSKZ8fHzg6uoqrl+/fr3KeZY/VQOADz/8UO8PHFD2JM5WeHt7q3xf5fF/dMnNzTXJ0+iqkMM5M8e1KKXGjRtj//794phcRUVFGDZsGPbv32+yfXh7e8PFxUVcT01NNbhNdna2wevNnNdDTEyMuLxq1SoAZWNFrV69Wnyf3Y6IiOSN8aNpMX6sPMaPFcf4kcg0WNFJJGPKA57v3bu3yvndvXtXXG7evLnetFlZWSqDYetT1W5BluDg4KAyIP3JkycNbnPq1CnJZ+yTyzkz9bUotbCwMOzbt098ulxQUIBBgwbh8OHDJslfoVCgZcuW4vrx48cNbnPy5EmD15u5rgcAGDdunPgPycaNG5Gfn4/9+/eLwe4zzzyDqKgoo/MjIiJpMH40HcaPqhg/Mn5Ux/iR5IgVnUQy1r9/f3F52bJlKCgoqFJ+Dg5/3fL5+fl6065cuVJjQHZd3NzcxGVjt5FCdHS0uLxhwwaD6devX2/G0hhHLufM1NeiHLRp0wZ79+6Fp6cngLLj269fP6OCSmN07dpVXF63bp3B9N99953BNOa6HgCgZs2aGDJkCICy1gE//fSTynhLEydOtIp/SomI7B3jR9Ni/PgXxo+MH9UxfiQ5YkUnkYxNmTJFfGJ4584d/P3vfzf6CfGjR49QUlKi8l7Dhg3F5W3btunc9vr165g/f77R5SzvwgEAf/75p9HbWdqECRPE5cOHD2PLli060547dw6xsbGWKJZecjlnpr4W5SIyMhK7du0Sxz/Kzc1F7969cerUqSrnPXHiRHH5+PHjev/x+e2334z658lc10O5yZMni8uLFy8W7xFHR0eMHz++wvkREZHlMX40LcaPf2H8WIbxoyrGjyQ3rOgkkjFvb28sWrRIXI+NjcWAAQPw+++/a00vCAKOHTuGadOmITg4GE+ePFH5XPmp6uuvv661C8mBAwcQHR2NnJwco2eMVO7Ss2nTJqO2kUJYWBheeuklcX3MmDH46aefNNIlJCSgb9++KCkpURknRwpyOWemvhblpFOnTti+fbs4i2lWVhZ69uxZoW472jRp0gRjxowR12NiYrQGqwcOHMCgQYNQWlpqcMwkc10P5bp27YpGjRoBAE6fPo3CwkIAZQPX16pVq0J5ERGRNBg/mhbjx78wfvwL48e/MH4kueGs60QyN378eNy8eRMffvghAGDnzp3YtWsXwsLCEBYWBi8vL+Tl5eHPP//EmTNnkJmZqTOvWbNmYdWqVXj48CEeP36M3r17Izw8HM2aNYNCocDp06dx6dIlAECvXr0QEBCAtWvXGizjsGHDsGzZMgDA119/jdOnTyM8PBzVqlUT07z22msIDQ2twpEwja+++gonT55ESkoK8vLyMHz4cDRu3BiRkZFwcnLChQsXkJSUBKAsENi8ebM4xoxytw9LkdM5M+W1KDddu3bFli1bMGjQIBQWFiIjIwM9evTAoUOH0LRp00rnu2jRIhw7dgw3btxAQUEBRo8ejfnz56N9+/ZwdHTEuXPncObMGQDAzJkzsWXLFr0DwJvreiinUCgQExODd955R+V95YHmiYhI/hg/mhbjxzKMH1UxfizD+JFkRyAikwEgvowRFRUlpo+Pj9eb9ocffhBq166tsg99r8jISKGgoEAjn99++02oWbOm3m0HDx4sZGZmCuPGjRPfi42N1Vu+0aNH681T/fsFBweLnyUnJ2vN01zH8+bNm0JYWJje8sbExAhFRUUqxzwjI8OocuhT0e8kCPI5Z+VMdS0aKzk5WcwrODjY6O2Ur4d58+YZtc22bdsEZ2dncbtatWoJ165dq1zB/19qaqrQpk0bvcdowoQJQmFhoVH3hbmuh3IPHjxQOQZBQUFCcXFxlY6BnBhzjImILInxI+NHQxg/VhzjR1WMH6uG8aN1Ydd1Iivx0ksv4ebNm1i9ejVGjhyJZ555Bt7e3nB0dISXlxeaNm2KoUOHYtGiRbh69SpOnDghzoCnrEOHDrh06RLmzJmDsLAwVKtWDdWqVUNoaCheeukl/PLLL9iyZQu8vb0rVL41a9Zg48aN6N+/P+rWrasyWLncNGjQAKdPn8bSpUvRuXNn+Pn5wdXVFSEhIRg+fDh+/fVXrFixAs7Oznj8+DGAsieVXl5ekpRXbufMVNeiHA0cOBAbNmyAo6MjAODevXvo3r07kpOTK51nvXr1cPLkSXzzzTeIiopSud6GDRuGXbt24dtvvzW6m5u5rodyAQEB6Ny5s7g+fvx4ODmxAwgRkTVi/Gg6jB/LMH7UxPiR8SPJi0IQjBwNmIjIzly/fh3PPvssAKBx48Y6xxMi80pJSUGDBg0AAMHBwUhJSZG2QDYuNzcXQUFByMvLAwBcu3ZNHHfJFoSEhIjdu5KTkxESEiJtgYiIyKYwfpQHxo+WxfiR5IQtOomIdFAeZL1du3YSloTIcr7//nsxSI2KirKpIJWIiMjcGD+SPWL8SHLCik4iIi1u3bqF//73v+L6yJEjJSwNlbt16xYUCoX4io6OlrpINkUQBHz11Vfi+quvviphaUwjOjpa5ZrRN1g/ERFRVTB+lCfGj+bF+JHkhhWdRGR3RowYgc2bN6OwsFDr53v37kWnTp3EWR9btGiB3r17W7CERNJYsmQJzp8/D6Csm9ewYcMkLhEREZE8MH4k0o7xI8kNR4clIrtz4sQJbNq0CZ6enggPD0dISAjc3NyQnp6OkydPIjU1VUxbvXp1rFmzBg4OfC4kFS8vL0ydOlXrZ+wWUzVJSUn4/vvvUVRUhPPnz+PQoUPiZx988AGcnZ0lLJ1pDBkyBGFhYVo/k2qCCCIisj6MH60L40fzYfzI+FHuOBkREdkd5cGk9WnYsCE2bdqEiIgIC5SKyPJWr16NCRMmaLw/fPhwlTHGiIiI7B3jR6IyjB9J7tiik4jsTnx8PH7++WccOXIEN2/exKNHj5Ceng4XFxf4+/sjIiIC/fv3x6hRo2ziiSSRMdzc3PDss89i/PjxmD59utTFISIikhXGj0SaGD+SHLFFJxEREREREREREVk9DhpCREREREREREREVo8VnURERERERERERGT1WNFJREREREREREREVo8VnURERERERERERGT1WNFJREREREREREREVo8VnURERERERERERGT1WNFJREREREREREREVo8VnURERERERERERGT1WNFJREREREREREREVo8VnURERERERERERGT1WNFJREREREREREREVu//ABDvQ2jfvjgBAAAAAElFTkSuQmCC",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "abcd = ['a','b','c','d']\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[0]][0].squeeze() - data_2d[cvar[2]][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d[var[v]][0].squeeze() - data_2d[cvar[v]][0].squeeze()\n",
+ " print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(-0.5, 10)\n",
+ " #plt.yscale('log')\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " ax.add_patch(Rectangle((0, ctop[t]), 10, cextent[t], color='gray', alpha=0.15)) # cloud shading\n",
+ " #ax.add_patch(Rectangle((0, 150), 10, 60, color='y', alpha=0.15)) # cloud shading\n",
+ " plt.xlabel('heating rate [K day$^{-1}$]', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ "\n",
+ " plt.text(0.965, 0.14, 'cloud vertical extent: ' + str(cextent[t]) + ' hPa', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black')\n",
+ " plt.text(0.965, 0.07, '2 km', transform=ax.transAxes, horizontalalignment='right',\n",
+ " verticalalignment='top', fontsize=18, color='black') \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " plt.text(-0.11,1.08,abcd[t]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')\n",
+ "plt.savefig('/jetfs/home/bgasparini/figures/rcemip/review/GRL_FigS1_pressure-space-crh.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "-------------------\n",
+ "cloud at 295 K at altitudes 9p5-11p5km\n",
+ "-------------------\n",
+ "cloud at 305 K at altitudes 12p25-14p25km\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1600x1600 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "left = [0,11]\n",
+ "right = [9,19]\n",
+ "\n",
+ "ctop = [207,150]\n",
+ "cextent=[86,60]\n",
+ "\n",
+ "\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(16, 16, forward=True)\n",
+ "gs = gridspec.GridSpec(2, 20, height_ratios=[1, 1], width_ratios=20 * [1])\n",
+ "for t, name in enumerate(names):\n",
+ " print('-------------------')\n",
+ " print('cloud at ', temps[t], 'K', 'at altitudes ', name)\n",
+ "\n",
+ " ax = fig.add_subplot(gs[0, left[t]:right[t]])\n",
+ " data_2d = ncopen(path2d + 'BARcirrus_' + temps[t] + 'K_P3_128x128_cld8_r20-r30_' + name + '_cod1.nc', varname,\n",
+ " ind=slice(None))\n",
+ " alt = data_2d['z'].squeeze()\n",
+ " pres = data_2d['p'].squeeze()\n",
+ "\n",
+ " for v in range(0, 3):\n",
+ " if v == 0:\n",
+ " qrad = data_2d['QI'][0].squeeze()\n",
+ " else:\n",
+ " qrad = data_2d['QI'][0].squeeze()*data_2d['RHO'][0].squeeze()\n",
+ " #print('max HR=', np.max(qrad))\n",
+ "\n",
+ " plt.plot(qrad, pres, color=col[v], linewidth=3)\n",
+ " plt.xlim(0,0.02)\n",
+ " #plt.yscale('log')\n",
+ " plt.gca().invert_yaxis()\n",
+ " plt.ylim(350,120)\n",
+ " plt.grid(True)\n",
+ "\n",
+ " plt.xlabel('ice water content [g m$^{-3}$]', color='dodgerblue', size=24)\n",
+ " plt.text(0.11, -0.25, 'ice mixing ratio [g kg$^{-1}$]', transform=ax.transAxes,fontsize=24, color='black')\n",
+ " #fig.text(0.15, 0.02, 'Second X-axis Label', ha='center', size=24)\n",
+ " plt.title('' + cod[t] + 'K', size=22, y=1.015) \n",
+ " \n",
+ " if t == 0:\n",
+ " plt.ylabel('pressure [hPa]', size=24) \n",
+ " \n",
+ " plt.text(-0.11,1.08,abcd[t+2]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=28,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "#plt.savefig('/path-to-fig/Fig1_radiative_calculations_cloud.pdf',bbox_inches='tight')\n",
+ "plt.savefig('/jetfs/home/bgasparini/figures/rcemip/review/GRL_FigS1cd_pressure-space-crh.pdf',dpi=200,bbox_inches='tight')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'time': masked_array(data=[5.7870369e-05, 1.7361112e-04, 2.8935185e-04,\n",
+ " 4.0509258e-04, 5.2083336e-04],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'z': masked_array(data=[2.5000000e+01, 5.0000000e+01, 1.0526315e+02,\n",
+ " 1.6052631e+02, 2.2631575e+02, 2.9210519e+02,\n",
+ " 3.6842096e+02, 4.4473672e+02, 5.3157880e+02,\n",
+ " 6.1842090e+02, 7.1578931e+02, 8.1315771e+02,\n",
+ " 9.2105249e+02, 1.0289473e+03, 1.1473684e+03,\n",
+ " 1.2657894e+03, 1.3947368e+03, 1.5236841e+03,\n",
+ " 1.6631577e+03, 1.8026315e+03, 1.9526316e+03,\n",
+ " 2.1026316e+03, 2.2631580e+03, 2.4236843e+03,\n",
+ " 2.5947368e+03, 2.7657896e+03, 2.9473687e+03,\n",
+ " 3.1289475e+03, 3.3210527e+03, 3.5131580e+03,\n",
+ " 3.7157896e+03, 3.9184211e+03, 4.1315791e+03,\n",
+ " 4.3447368e+03, 4.5684209e+03, 4.7921050e+03,\n",
+ " 5.0263154e+03, 5.2605259e+03, 5.5052627e+03,\n",
+ " 5.7500000e+03, 6.0000000e+03, 6.2500000e+03,\n",
+ " 6.5000000e+03, 6.7500000e+03, 7.0000000e+03,\n",
+ " 7.2500000e+03, 7.5000000e+03, 7.7500000e+03,\n",
+ " 8.0000000e+03, 8.2500000e+03, 8.5000000e+03,\n",
+ " 8.7500000e+03, 9.0000000e+03, 9.2500000e+03,\n",
+ " 9.5000000e+03, 9.7500000e+03, 1.0000000e+04,\n",
+ " 1.0250000e+04, 1.0500000e+04, 1.0750000e+04,\n",
+ " 1.1000000e+04, 1.1250000e+04, 1.1500000e+04,\n",
+ " 1.1750000e+04, 1.2000000e+04, 1.2250000e+04,\n",
+ " 1.2500000e+04, 1.2750000e+04, 1.3000000e+04,\n",
+ " 1.3250000e+04, 1.3500000e+04, 1.3750000e+04,\n",
+ " 1.4000000e+04, 1.4250000e+04, 1.4500000e+04,\n",
+ " 1.4750000e+04, 1.5000000e+04, 1.5250000e+04,\n",
+ " 1.5500000e+04, 1.5750000e+04, 1.6000000e+04,\n",
+ " 1.6250000e+04, 1.6500000e+04, 1.6750000e+04,\n",
+ " 1.7000000e+04, 1.7250000e+04, 1.7500000e+04,\n",
+ " 1.7750000e+04, 1.8000000e+04, 1.8250000e+04,\n",
+ " 1.8500000e+04, 1.8750000e+04, 1.9000000e+04,\n",
+ " 1.9250000e+04, 1.9500000e+04, 1.9750000e+04,\n",
+ " 2.0000000e+04, 2.0250000e+04, 2.0500000e+04,\n",
+ " 2.0750000e+04, 2.1000000e+04, 2.1300000e+04,\n",
+ " 2.1700000e+04, 2.2200000e+04, 2.2700000e+04,\n",
+ " 2.3200000e+04, 2.3700000e+04, 2.4200000e+04,\n",
+ " 2.4700000e+04, 2.5200000e+04, 2.5700000e+04,\n",
+ " 2.6200000e+04, 2.6700000e+04, 2.7200000e+04,\n",
+ " 2.7700000e+04, 2.8200000e+04, 2.8700000e+04,\n",
+ " 2.9200000e+04, 2.9700000e+04, 3.0200000e+04,\n",
+ " 3.0700000e+04, 3.1200000e+04, 3.1700000e+04,\n",
+ " 3.2200000e+04, 3.2700000e+04, 3.3200000e+04,\n",
+ " 3.3700000e+04, 3.4200000e+04],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'p': masked_array(data=[1002.7059 , 999.91766 , 993.7725 , 987.6541 ,\n",
+ " 980.405 , 973.19434 , 964.8783 , 956.6143 ,\n",
+ " 947.27466 , 938.004 , 927.6938 , 917.47424 ,\n",
+ " 906.257 , 895.1536 , 883.0977 , 871.17816 ,\n",
+ " 858.35297 , 845.68665 , 832.16327 , 818.8214 ,\n",
+ " 804.67267 , 790.7283 , 776.0284 , 761.5556 ,\n",
+ " 746.3798 , 731.4538 , 715.878 , 700.5742 ,\n",
+ " 684.6742 , 669.0682 , 652.91974 , 637.0867 ,\n",
+ " 620.76495 , 604.7792 , 588.35815 , 572.29297 ,\n",
+ " 555.8467 , 539.7787 , 523.3878 , 507.4008 ,\n",
+ " 491.48148 , 475.97128 , 460.86258 , 446.1474 ,\n",
+ " 431.81723 , 417.8632 , 404.27634 , 391.04736 ,\n",
+ " 378.16705 , 365.62692 , 353.41846 , 341.53357 ,\n",
+ " 329.96448 , 318.70355 , 307.7438 , 297.07806 ,\n",
+ " 286.6994 , 276.60153 , 266.77814 , 257.22333 ,\n",
+ " 247.9316 , 238.89766 , 230.11653 , 221.58353 ,\n",
+ " 213.29416 , 205.24396 , 197.42885 , 189.84471 ,\n",
+ " 182.48763 , 175.3542 , 168.4409 , 161.74405 ,\n",
+ " 155.26097 , 148.98955 , 142.92766 , 137.07317 ,\n",
+ " 131.42397 , 125.978004 , 120.733185 , 115.687225 ,\n",
+ " 110.83758 , 106.18127 , 101.71442 , 97.432106 ,\n",
+ " 93.32877 , 89.398705 , 85.636215 , 82.03572 ,\n",
+ " 78.59168 , 75.29875 , 72.151825 , 69.1453 ,\n",
+ " 66.2731 , 63.529408 , 60.908302 , 58.404343 ,\n",
+ " 56.012253 , 53.726624 , 51.542336 , 49.453255 ,\n",
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+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32),\n",
+ " 'QI': masked_array(\n",
+ " data=[[0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
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+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
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+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 8.2486264e-07,\n",
+ " 2.0252369e-04, 1.5349141e-02, 1.5833555e-02, 1.6332394e-02,\n",
+ " 1.6850714e-02, 1.7389217e-02, 1.7954396e-02, 1.8549681e-02,\n",
+ " 1.9038312e-02, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 1.4597376e-06,\n",
+ " 3.1358656e-04, 1.5329314e-02, 1.5816255e-02, 1.6317060e-02,\n",
+ " 1.6834760e-02, 1.7371664e-02, 1.7935781e-02, 1.8534735e-02,\n",
+ " 1.8943476e-02, 2.2266202e-07, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 2.0726013e-06,\n",
+ " 4.2134378e-04, 1.5308693e-02, 1.5799515e-02, 1.6301669e-02,\n",
+ " 1.6818909e-02, 1.7354272e-02, 1.7917302e-02, 1.8520430e-02,\n",
+ " 1.8846758e-02, 2.1175197e-06, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00],\n",
+ " [0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 2.6641576e-06,\n",
+ " 5.2587659e-04, 1.5287289e-02, 1.5783330e-02, 1.6286219e-02,\n",
+ " 1.6803162e-02, 1.7337032e-02, 1.7898966e-02, 1.8506905e-02,\n",
+ " 1.8746901e-02, 7.7291243e-06, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00,\n",
+ " 0.0000000e+00, 0.0000000e+00, 0.0000000e+00, 0.0000000e+00]],\n",
+ " mask=False,\n",
+ " fill_value=1e+20,\n",
+ " dtype=float32)}"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data_2d"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/__pycache__/aes_thermo_ice2_less.cpython-39.pyc b/scripts/scripts_plotting/__pycache__/aes_thermo_ice2_less.cpython-39.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..088f0510d48ea88df307ac04e1da6255047f3de1
Binary files /dev/null and b/scripts/scripts_plotting/__pycache__/aes_thermo_ice2_less.cpython-39.pyc differ
diff --git a/scripts/scripts_plotting/aes_thermo_ice2_less.py b/scripts/scripts_plotting/aes_thermo_ice2_less.py
new file mode 100644
index 0000000000000000000000000000000000000000..facb2005e9ae68105f5d2e67a21bcf31eca4ca02
--- /dev/null
+++ b/scripts/scripts_plotting/aes_thermo_ice2_less.py
@@ -0,0 +1,36 @@
+# -*- coding: utf-8 -*-
+"""
+Created on Tuesday, May 22, 2019
+Author: Bjorn Stevens (bjorn.stevens@mpimet.mpg.de)
+"""
+#
+import numpy as np
+from scipy import interpolate, optimize
+
+gravity = 9.8076
+
+cpd = 1006.
+Rd = 287.05
+
+Rv = 461.53 # IAPWS97 at 273.15
+cpv = 1865.01 # ''
+cpl = 4219.32 # ''
+cpi = 2096.70 # ''
+lv0 = 2500.93e3 # ''
+lf0 = 333.42e3 #''
+
+eps1 = Rd/Rv
+eps2 = Rv/Rd -1.
+
+
+P0 = 100000. # Standard Pressure [Pa]
+T0 = 273.15 # Standard Temperature [K]
+e0 = 611.2 # This is the saturation vapor pressure at T0 [K]
+sd00 = 6783 # Dry air entropy at P0, T0
+sv00 = 10321 # Water vapor entropy at P0, T0
+PvC = 22.064e6 # Critical pressure [Pa] of water vapor
+TvC = 647.096 # Critical temperature [K] of water vapor
+TvT = 273.16 # Triple point temperature [K] of water
+PvT = 611.655
+#T_ice = 233.15
+T_ice = 240.15 #below -33 C only ice
\ No newline at end of file
diff --git a/scripts/scripts_plotting/supplement_Fig_S4_zenodo_prediction_bar_plot.ipynb b/scripts/scripts_plotting/supplement_Fig_S4_zenodo_prediction_bar_plot.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..6e9d03e41bd41ccf15571e87db44758a2c58bc74
--- /dev/null
+++ b/scripts/scripts_plotting/supplement_Fig_S4_zenodo_prediction_bar_plot.ipynb
@@ -0,0 +1,1129 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#!/usr/bin/env python\n",
+ "import numpy as np\n",
+ "import scipy.interpolate\n",
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Some general helper functions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def shift_elements(arr, num, fill_value):\n",
+ " \"\"\"\"shifting function, with a fill value;\n",
+ " if just want to \"roll it\" use np.roll\"\"\"\n",
+ " result = np.empty_like(arr)\n",
+ " if num > 0:\n",
+ " result[:num] = fill_value\n",
+ " result[num:] = arr[:-num]\n",
+ " elif num < 0:\n",
+ " result[num:] = fill_value\n",
+ " result[:num] = arr[-num:]\n",
+ " else:\n",
+ " result[:] = arr\n",
+ " return result"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def vertinterpolate(var,lev, zlev_int,kind,method=None):\n",
+ " \"\"\"Interpolate data unified 0.5 km vertical levels. (except in the first km)\n",
+ "\n",
+ " The default uses numpy interp, but scipy interp1d can also be\n",
+ " chosen via method=\"scipy\". Scipy interp1d however is much slower.\"\"\"\n",
+ "\n",
+ " #import xarray as xr\n",
+ " import numpy as np\n",
+ " from scipy import interpolate\n",
+ "\n",
+ " var_int = np.zeros((len(zlev_int)))\n",
+ "\n",
+ " # loop over requested variables\n",
+ " if method == \"scipy\":\n",
+ " f_int = interpolate.interp1d(lev[:], var[:], bounds_error=False, kind=kind, fill_value=\"nan\")\n",
+ " var_int[:] = f_int(zlev_int)\n",
+ " else:\n",
+ " var_int[:] = np.interp(zlev_int[:], lev[:], var[:])\n",
+ "\n",
+ "\n",
+ "\n",
+ " return var_int"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def find_nearest(array, value):\n",
+ " array = np.asarray(array)\n",
+ " idx = np.nanargmin(np.abs(array - value))\n",
+ " return idx"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "Functions we need for the calculation of the moist adiabatic moist lapse rate"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def satvpw(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculates saturation vapour pressure over water (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1 = 6.11176750\n",
+ " a2 = 0.443986062\n",
+ " a3 = 0.143053301e-01\n",
+ " a4 = 0.265027242e-03\n",
+ " a5 = 0.302246994e-05\n",
+ " a6 = 0.203886313e-07\n",
+ " a7 = 0.638780966e-10\n",
+ "\n",
+ " esw = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " # uncertain below -70 C\n",
+ " Tboil = 373.16\n",
+ " esw = 10.**(-7.90298*(Tboil/Tk-1.)+ \\\n",
+ " 5.02808*np.log10(Tboil/Tk)- \\\n",
+ " 1.3816e-7*(10.**(11.344*(1.-Tk/Tboil))-1.)+ \\\n",
+ " 8.1328e-3*(10.**(-3.49149*(Tboil/Tk-1.))-1.)+ \\\n",
+ " np.log10(1013.246))\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " # (good for 123 < T < 332 K)\n",
+ " esw = np.exp(54.842763 - (6763.22 / Tk) - (4.210 * np.log(Tk)) + \\\n",
+ " (0.000367 * Tk) + (np.tanh(0.0415 * (Tk - 218.8)) * \\\n",
+ " (53.878 - (1331.22 / Tk) - (9.44523 * np.log(Tk)) + \\\n",
+ " 0.014025 * Tk))) / 100.\n",
+ "\n",
+ " return esw\n",
+ "\n",
+ "def satvpi(T, param='murphykoop'):\n",
+ " '''\n",
+ " calculate saturation vapour pressure over ice (hPa)\n",
+ " using the Flatau et al., 1992 functions or\n",
+ " GoffGratch or MurphyKoop functions (iCESM)\n",
+ " '''\n",
+ "\n",
+ " if np.min(T) < 50:\n",
+ " Ttr = 0\n",
+ " Tk = T + 273.15\n",
+ " else:\n",
+ " Ttr = 273.15\n",
+ " Tk = T\n",
+ "\n",
+ " if param == 'flatau':\n",
+ " a1=6.10952665\n",
+ " a2=0.501948366\n",
+ " a3=0.186288989e-01\n",
+ " a4=0.403488906e-03\n",
+ " a5=0.539797852e-05\n",
+ " a6=0.420713632e-07\n",
+ " a7=0.147271071e-09\n",
+ "\n",
+ " esi = a1 + a2*(T-Ttr) + a3*(T-Ttr)**2 + a4*(T-Ttr)**3 + a5*(T-Ttr)**4 \\\n",
+ " + a6*(T-Ttr)**5 + a7*(T-Ttr)**6\n",
+ "\n",
+ " elif param == 'goffgratch':\n",
+ " h2otrip = 273.16\n",
+ "\n",
+ " esi = 10.**(-9.09718*(h2otrip/Tk-1.)-3.56654* \\\n",
+ " np.log10(h2otrip/Tk)+0.876793*(1.-Tk/h2otrip)+ \\\n",
+ " np.log10(6.1071)) #*100.\n",
+ "\n",
+ " elif param == 'murphykoop':\n",
+ " esi = np.exp(9.550426 - (5723.265 / Tk) + (3.53068 * np.log(Tk)) \\\n",
+ " - (0.00728332 * Tk)) / 100.\n",
+ "\n",
+ " return esi"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Spectral Plume Model, based on Zhou and Xie, 2019 (10.1175/JAS-D-18-0330.1).\n",
+ "\n",
+ "The code below was originally written in Matlab by Dennis L. Hartmann (University of Washington), and translated into python by Blaz Gasparini (University of Vienna)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import aes_thermo_ice2_less as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import aes_thermo_ice2_less as mt\n",
+ "from scipy import interpolate, optimize\n",
+ "from metpy.interpolate import interpolate_1d\n",
+ "import metpy.calc as mpcalc\n",
+ "from metpy.units import units\n",
+ "\n",
+ "def e_sat(T):\n",
+ "\n",
+ " esl = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " esi = mt.PvT*(T/mt.T0)**((mt.cpv-mt.cpl)/mt.Rv)*np.exp( ( mt.lv0 + mt.lf0 - mt.T0*(mt.cpv-mt.cpl) )/mt.Rv * ( 1./mt.T0 - 1./T ) )\n",
+ " \n",
+ " fliq,fice = calc_fice(T)\n",
+ " \n",
+ " es = fliq*esl + fice*esi\n",
+ " \n",
+ " return es\n",
+ " \n",
+ "def qq_sat(TK,PPa,qt=None) :\n",
+ "\n",
+ " Psat = e_sat(TK)\n",
+ " \n",
+ " rs = mt.Rd/mt.Rv * Psat/(PPa-Psat)\n",
+ " \n",
+ " if qt is not None:\n",
+ " rt = qt/(1-qt)\n",
+ " qs = rs / (1+max(rt,rs))\n",
+ " else:\n",
+ " qs = rs/(1+rs)\n",
+ " return qs\n",
+ "\n",
+ "\n",
+ "def calc_fice(T):\n",
+ "\n",
+ " fliq = (T-mt.T_ice)/(mt.T0-mt.T_ice)\n",
+ " fliq = np.where(fliq<0,0,fliq)\n",
+ " fliq = np.where(fliq>1,1,fliq)\n",
+ " fice = 1-fliq\n",
+ " return fliq, fice\n",
+ "\n",
+ "def calc_saturation(p,T,qt):\n",
+ " qs = qq_sat(T,p,qt)\n",
+ " q = np.minimum(qt,qs)\n",
+ " \n",
+ " q = np.where(q<0,0,q)\n",
+ " \n",
+ " fliq, fice = calc_fice(T)\n",
+ " \n",
+ " ql = fliq*(qt-q)\n",
+ " qi = fice*(qt-q)\n",
+ " \n",
+ " ql = np.where(qt-qs<0,0,ql)\n",
+ " qi = np.where(qt-qs<0,0,qi)\n",
+ " return q,ql,qi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def PlumeModifiedEuler(h0, z, c, RHS):\n",
+ " \"\"\"\n",
+ " Solve the plume model using the modified Euler method.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " h0 : float\n",
+ " The initial value of h at the surface.\n",
+ " z : array_like\n",
+ " The altitude values.\n",
+ " c : array_like\n",
+ " The entrainment coefficient values.\n",
+ " RHS : array_like\n",
+ " The right-hand side values.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The solution h as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The plume model is solved using the modified Euler method, which is a second-order\n",
+ " method that combines forward Euler and the trapezoidal rule. The modified Euler\n",
+ " method is more accurate than forward Euler and more efficient than the trapezoidal\n",
+ " rule.\n",
+ " \"\"\"\n",
+ " # initialize output\n",
+ " h = np.zeros(len(z))\n",
+ " # value of h at the surface\n",
+ " h[0] = h0\n",
+ " for k in range(1, len(z)):\n",
+ " # predict the value h(k) using forward Euler\n",
+ " h_eul = h[k-1] + (z[k]-z[k-1]) * (c[k-1]*h[k-1] + RHS[k-1])\n",
+ " # Now use the trapezoidal rule to integrate from k-1 to k using h_eul in place of h(k)\n",
+ " h[k] = h[k-1] + 0.5*(z[k]-z[k-1])*(c[k-1]*h[k-1] + RHS[k-1] + c[k]*h_eul + RHS[k])\n",
+ " return h"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def EPS(Z, params,ztop_conv):\n",
+ " \"\"\"\n",
+ " Determine the entrainment profile.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " Z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the entrainment parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'ent': the entrainment coefficient in km^-1\n",
+ " - 'entexp': the entrainment exponent\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The entrainment profile as an array of the same shape as `Z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The entrainment profile is calculated as:\n",
+ "\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ "\n",
+ " The entrainment profile is zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`.\n",
+ " \"\"\" \n",
+ " #global ztop_conv\n",
+ " # eps0=3.e-4; # 0.3 km-1\n",
+ " EPS = params[\"ent\"] * ((ztop_conv - Z) / (ztop_conv - params[\"zb\"])) ** params[\"entexp\"]\n",
+ " EPS[Z < params[\"zb\"]] = 0.0\n",
+ " EPS[Z > ztop_conv] = 0.0\n",
+ " return EPS"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def LAM(eps, z, params, ztop_conv):\n",
+ " \"\"\"\n",
+ " Compute Lambda for the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " eps : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'zb': the boundary layer height in meters\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The Lambda values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The Lambda values are computed for the spectral plume model using the following formula:\n",
+ "\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ "\n",
+ " The Lambda values are zero below the boundary layer height `params[\"zb\"]`\n",
+ " and above the convective top height `ztop_conv`. The Lambda values are also\n",
+ " clipped to a minimum value of -2e-2.\n",
+ "\n",
+ " The spectral plume model is defined by the following differential equation:\n",
+ "\n",
+ " dH/dt = Lambda * H\n",
+ "\n",
+ " where H is the plume height and Lambda is the entrainment rate.\n",
+ " \"\"\"\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam \n",
+ " # Comput Lambda for spectral plume model\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n",
+ " lam[np.isnan(lam)] = 0.0\n",
+ " lam[z < params[\"zb\"]] = 0.0\n",
+ " lam[z > ztop_conv] = 0.0\n",
+ " lam = np.maximum(lam, -2e-2)\n",
+ " return lam"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def RHS(T, p, ent, params,rh_profile):\n",
+ " \"\"\"\n",
+ " Compute the right-hand side of the spectral plume model.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " T : array_like\n",
+ " The temperature values in Kelvin.\n",
+ " p : array_like\n",
+ " The pressure values in Pa.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " params : dict\n",
+ " A dictionary containing the plume model parameters.\n",
+ " The dictionary should have the following keys:\n",
+ " - 'Eice': a flag indicating whether ice is present (1) or not (0)\n",
+ " rh_profile : array_like\n",
+ " The relative humidity profile.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The right-hand side values as an array of the same shape as `T`.\n",
+ " \"\"\"\n",
+ " # Pseudo moist adiabatic lapse rate calculator with entrainment E\n",
+ "\n",
+ " # Use Peter Blossey's script for constants and evaluation of ws\n",
+ " g = 9.8\n",
+ " Cp = 1005\n",
+ " Rd = 287\n",
+ " L = 2.5e6\n",
+ " Ls = 3.34e5\n",
+ "\n",
+ " Eice=1\n",
+ " # set water vapor amount based on RH profile\n",
+ " if Eice == 1:\n",
+ " rhs = -L * ent * (1 - rh_profile) * qq_sat(T,p) / Cp # blended saturation\n",
+ " #rhs = -L * ent * (1 - rh_profile) * satvpi(T - 273.18, p * 0.01) / Cp # blended saturation\n",
+ " else:\n",
+ " #only liquid - modify it, dont have qsw_mk2005\n",
+ " rhs = -L * ent * (1 - rh_profile) * qsw_mk2005(p, T) / Cp # Liquid Saturation\n",
+ "\n",
+ " return rhs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#This code defines a Python class called \"DefaultRCEParams\". The class has a constructor method __init__() \n",
+ "#which gets called automatically when an object of this class is created. \n",
+ "#The constructor method initializes the object with a set of attributes\n",
+ "\n",
+ "class DefaultRCEParams:\n",
+ " def __init__(self):\n",
+ " self.lapse1 = 5.0\n",
+ " self.Psfc = 1013e2 # surface pressure in Pa\n",
+ " self.ent = 3.0e-4 # Entrainment parameter for Spectral Plume Model\n",
+ " self.entexp = 1.0\n",
+ " self.zt = 16000.\n",
+ " self.zb = 1000."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def calculate_DeltaT(z,Tatm,pres,ztop_conv, zb, ent, entexp):\n",
+ " \"\"\"\n",
+ " Calculate the temperature difference between the plume and the environment.\n",
+ "\n",
+ " Parameters\n",
+ " ----------\n",
+ " z : array_like\n",
+ " The altitude values in meters.\n",
+ " Tatm : array_like\n",
+ " The atmospheric temperature values in Kelvin.\n",
+ " pres : array_like\n",
+ " The atmospheric pressure values in hPa.\n",
+ " ztop_conv : float\n",
+ " The convective top height in meters.\n",
+ " zb : float\n",
+ " The boundary layer height in meters.\n",
+ " ent : float\n",
+ " The entrainment coefficient in km^-1.\n",
+ " entexp : float\n",
+ " The entrainment exponent.\n",
+ "\n",
+ " Returns\n",
+ " -------\n",
+ " array_like\n",
+ " The temperature difference values as an array of the same shape as `z`.\n",
+ "\n",
+ " Notes\n",
+ " -----\n",
+ " The temperature difference values are calculated using the spectral plume model.\n",
+ " \"\"\"\n",
+ " # default profiles - change to sth more meaningful!\n",
+ " # z = np.arange(0, 20001, 100)\n",
+ " #z = moistadi_100_305[0]\n",
+ " levs = len(z)\n",
+ " rh = np.ones(levs) * 0.8\n",
+ " rh_profile = rh.T\n",
+ "\n",
+ " pres = pres * 100\n",
+ " L = 2.5e6\n",
+ " Cp = 1004\n",
+ " Rv = 461\n",
+ " g = 9.81\n",
+ " h0 = 0\n",
+ "\n",
+ " qt = np.ones(levs)*0.\n",
+ "\n",
+ " params = {\n",
+ " 'zb': zb,\n",
+ " 'ent': ent,\n",
+ " 'entexp': entexp\n",
+ " }\n",
+ "\n",
+ " eps1 = EPS(z, params,ztop_conv)\n",
+ " lam1 = LAM(eps1, z, params,ztop_conv)\n",
+ " rhs1 = RHS(Tatm, pres, eps1, params,rh_profile)\n",
+ " h_plume = PlumeModifiedEuler(h0, z, lam1, rhs1)\n",
+ "\n",
+ " cnstt = (L * L) / (Rv * Cp)\n",
+ " bigfac = 1.0 + cnstt * qq_sat(Tatm, pres) / (Tatm * Tatm)\n",
+ " deltaT = h_plume / bigfac\n",
+ " \n",
+ " plt.plot(deltaT,z)\n",
+ "\n",
+ " return deltaT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#----------------------------------------------------------------------------------------\n",
+ "def dry_moistad_wice_wSPM(T_0=293.15,p_0=1000.,fstop=0.2,zstop=40000.,dz=50.,rh_factor=1.,zstop_dry=500.,ztop_conv=11000, zb=600, ent=3e-4, entexp=1.0):\n",
+ " '''simulates pressure, temperature and humidity of an air parcel \n",
+ " during a moist adiabatic ascent starting at T_0 (K) and p_0 (hPa)\n",
+ " stopping when f = fstop\n",
+ " discretised with height steps of dz (m)\n",
+ " '''\n",
+ "\n",
+ " g = 9.81 # gravitational acceleration\n",
+ " cp = 1005. # specific heat of dry air\n",
+ " #Hv = 2257000. # heat of vaporisation of water\n",
+ " Hv = 2501000. # from wiki and metpy\n",
+ " Rd = 287. # specific gas constant of dry air\n",
+ " lamb = 0.004 # supersaturation tuning parameter => isotopes\n",
+ " Tmmin = 238.15 #-35 # minimum temperature for mixed phase clouds\n",
+ " Tmmax = 263.15 #-20 #273.15 # maximum temperature for mixed phase clouds\n",
+ " \n",
+ " # supersaturation over ice and fr_liq as function of temp ###particularly relevant for isotopes\n",
+ " T_ice = np.arange(99,Tmmin+0.1,0.1)\n",
+ " T_liq = np.arange(Tmmax,399,0.1)\n",
+ " Si_ice = 1. - lamb * (T_ice - Tmmax)\n",
+ " #Si_ice = satvpi(alltemp)\n",
+ " Si_liq = satvpw(T_liq)/satvpi(T_liq)\n",
+ " Si_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((Si_ice,Si_liq)),k=2) #quadratic interpolation\n",
+ " fr_liq_ice = np.zeros(len(T_ice))\n",
+ " fr_liq_liq = np.ones(len(T_liq))\n",
+ " fr_liq_int = scipy.interpolate.InterpolatedUnivariateSpline(\n",
+ " np.concatenate((T_ice,T_liq)),np.concatenate((fr_liq_ice,fr_liq_liq)),k=2) #quadratic interpolation\n",
+ " #-----------\n",
+ " \n",
+ " # initialisation\n",
+ " T_range = 1. / (Tmmax - Tmmin + 1e-16)\n",
+ " k = 0\n",
+ " z1 = 0.\n",
+ " z = [0.]\n",
+ " p = [p_0]\n",
+ " T = [T_0]\n",
+ " fr_liq = [fr_liq_int(T_0)]\n",
+ " ewi = [fr_liq[0]*satvpw(T_0) + (1-fr_liq[0])*Si_int(T_0)*satvpi(T_0)] #sat mix pressure over water or ice depending on where we are\n",
+ " wv = [ rh_factor * 0.622 * ewi[0] / (p_0 - ewi[0])] #vapor saturation mixing ratio; saturated if rh_factor =1, BG added rh_factor (not used in this work)\n",
+ " q = [wv[0] / (1 + wv[0]) * 1000.] #??? for isotopes\n",
+ " f = 1.\n",
+ " \n",
+ " Hvall = [(2.5 * 10**6) - (2.37 * 10**3)*(T_0 - 273.15)]\n",
+ " Lapse_all = [0.]\n",
+ " Lapsem_all = [0.]\n",
+ " Lapsed_all = [0.]\n",
+ " # dry adiabatic lapse rate\n",
+ " L_d = g / cp\n",
+ "\n",
+ "\n",
+ " #######BG HERE ONLY FOR DRY ADIABAT########################\n",
+ " while z1 < zstop_dry: \n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # dry adiabatic lapse rate\n",
+ "\n",
+ " T.append(T[k] - L_d*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_d)))\n",
+ "\n",
+ " \n",
+ " #only water considered for dry adiabat, we are at warm temp\n",
+ " ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " #ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor (not used in this work)\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ " \n",
+ " Hvall.append(Hv)\n",
+ " \n",
+ " Lapsed_all.append(L_d)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1 \n",
+ " \n",
+ " fr_liq.append(1.0)\n",
+ " ############HERE MOIST ADIABAT######################\n",
+ " while z1 < zstop:\n",
+ " z.append(z[k] + dz)\n",
+ " #Told = T[k]\n",
+ " Hv = (2.5 * 10**6) - (2.37 * 10**3)*(T[k] - 273.15)\n",
+ " # moist adiabatic lapse rate\n",
+ " L_m = L_d * (1 + Hv*wv[k]/(Rd*T[k]))/(1 + Hv**2*wv[k]*0.622/(cp*Rd*T[k]**2))\n",
+ " #print(L_m)\n",
+ " Lapsem_all.append(L_m)\n",
+ "\n",
+ " T.append(T[k] - L_m*dz)\n",
+ " p.append(p[k] * (T[k+1]/T[k]) ** (g/(Rd*L_m)))\n",
+ "\n",
+ " #limit fr_liq between 1 and 0\n",
+ " if (T[k+1]>Tmmax) or (fr_liq_int(T[k+1])>1.):\n",
+ " fr_liq.append(1.0)\n",
+ " elif (T[k+1]<Tmmin) or (fr_liq_int(T[k+1])<0.):\n",
+ " fr_liq.append(0.0)\n",
+ " else:\n",
+ " fr_liq.append(fr_liq_int(T[k+1])) \n",
+ "\n",
+ " #water and ice here\n",
+ " ewi.append(fr_liq[k+1]*satvpw(T[k+1]) + (1-fr_liq[k+1])*Si_int(T[k+1])*satvpi(T[k+1]))\n",
+ " #only water considered: increases T at anvil level by 1 K or so\n",
+ " #ewi.append(satvpw(T[k+1],'murphykoop'))\n",
+ " wv.append(0.622 * ewi[k+1] / (p[k+1] - ewi[k+1]) * rh_factor) #BG added rh_factor!!!\n",
+ " q.append(wv[k+1] / (1 + wv[k+1]) * 1000.)\n",
+ "\n",
+ " Hvall.append(Hv)\n",
+ "\n",
+ " f = q[k+1]/q[0]\n",
+ " z1 = z[k]\n",
+ " k = k+1\n",
+ " Lapsed_all = np.array(Lapsed_all)\n",
+ " Lapsem_all = np.array(Lapsem_all)\n",
+ " Lapse_all = np.array(Lapse_all)\n",
+ " Lapse_all=np.concatenate((Lapsed_all,Lapsem_all[1:]),axis=0)\n",
+ " \n",
+ " #add SPM correction to TEMP ONLY (not to LAPSE RATE!)\n",
+ " deltaT=calculate_DeltaT(np.array(z),np.array(T),np.array(p),ztop_conv, zb, ent, entexp)\n",
+ " #print(T[144]+deltaT[144])\n",
+ " #print(deltaT[144])\n",
+ " return np.array(z),np.array(p),np.array(T+deltaT),np.array(deltaT),np.array(ewi),np.array(Lapse_all)#,np.array(Lapsem_all) #np.array(Hvall),np.array(wv/satvpw(T[k]))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#here calculate convective cloud top for different SST values, from 265 to 315 K\n",
+ "#sort of tuning to the values we see in the simulation; but largely using common sense here\n",
+ "\n",
+ "start = 8000\n",
+ "step = np.linspace(500, 2000, 10) # linearly increasing step size between elements\n",
+ "arr = np.cumsum(np.insert(step, 0, 0)) + start\n",
+ "\n",
+ "arr_rcemip = arr[6:9] #only 295-305 K range!!!"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here we use the above script to compute the MADLR together with the SPM anomalies, which are plotted for clarity "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2052809/3728486712.py:39: RuntimeWarning: divide by zero encountered in true_divide\n",
+ " lam = -1.0 / ((ztop_conv - z) + eps * (ztop_conv - z) * (z - params[\"zb\"]))\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ssts = np.arange(295,305.1,5)\n",
+ "temps = ['295','300','305']\n",
+ "#BEST w ent = 4e-4\n",
+ "ztop_sst = np.arange(8000,18000.1,1000) #OK, simple to think of it and fits best/linear ramp style!\n",
+ "##################################\n",
+ "#USING:\n",
+ "ztop_sst = arr_rcemip\n",
+ "moistadi_100 = {}\n",
+ "for s,sst in enumerate(ssts):\n",
+ " moistadi_100[temps[s]] = dry_moistad_wice_wSPM(T_0=sst-2,p_0=1000.,fstop=0.0008,zstop=23000.,dz=50.,rh_factor=1,zstop_dry=600,\n",
+ " ztop_conv=ztop_sst[s], zb=600, ent=4.e-4, entexp=1.0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#load the RCEMIP processed data\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "#ssts = ['300']\n",
+ "col = ['k','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "\n",
+ "variables = ['temperature']\n",
+ "units = ['K/day','K/day','1','kg/kg','kg/kg']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now regrid to finer vertical levels, 50 m spacing before doing the prediction\n",
+ "### Beware: using cubic interpolation now!!!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# target vertical levels\n",
+ "zlev_int = np.arange(0, 24.001, 0.05) #50 m \n",
+ "ssts = ['295','300','305']\n",
+ "models = ['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','dam','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1']\n",
+ "variables = ['hr_acre','ice_mixing_ratio','cloud_fraction','density','temperature']\n",
+ "\n",
+ "ds1['ice_water_content'] = ds1['ice_mixing_ratio']*ds1['density']\n",
+ "\n",
+ "#1.) filter and regrid ACRE \n",
+ "dataint={} \n",
+ "data_ice={}\n",
+ "data_temp={}\n",
+ "for v,variable in enumerate(variables):\n",
+ " dataint[variable]={}\n",
+ " for m,model in enumerate(models):\n",
+ " #print(model)\n",
+ " dataint[variable][model]={}\n",
+ " data_ice[model]={}\n",
+ " data_temp[model]={}\n",
+ " for s,sst in enumerate(ssts):\n",
+ " dataint[variable][model][sst]={}\n",
+ " data_ice[model][sst]={}\n",
+ " data_temp[model][sst]={}\n",
+ " rho0=ds1['density'][m][s].values\n",
+ " temp0 = ds1['temperature'][m][s].values\n",
+ " ice0=ds1['ice_mixing_ratio'][m][s].values*rho0\n",
+ " alt0=ds1['alt'].values\n",
+ "\n",
+ " plotvar = (ds1[variable][m,s]).values\n",
+ "\n",
+ " if variable=='density':\n",
+ " pass\n",
+ " else:\n",
+ " plotvar[temp0>273] = np.nan\n",
+ " plotvar[ice0<1e-8] = np.nan\n",
+ "\n",
+ " alt = alt0[~np.isnan(plotvar)]\n",
+ " plotvar = plotvar[~np.isnan(plotvar)]\n",
+ " \n",
+ " if variable=='density': #we don't want to limit density profiles!\n",
+ " acre_interp = vertinterpolate(plotvar,alt0,zlev_int,kind='cubic',method='scipy')\n",
+ " else:\n",
+ " acre_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ " if v==0:\n",
+ " qrad_interp = vertinterpolate(plotvar,alt,zlev_int,kind='cubic',method='scipy')\n",
+ "\n",
+ " #now do the nan to 0 to avoid problems/weird outcomes later when doing subtractions#\n",
+ " acre_interp = np.nan_to_num(acre_interp, nan=0)\n",
+ "\n",
+ " dataint[variable][model][sst]=acre_interp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0 MESONH\n",
+ "1 NICAM\n",
+ "2 SAM_CRM\n",
+ "3 SAM_GCRM\n",
+ "4 SCALE\n",
+ "5 dam\n",
+ "6 MPAS\n",
+ "7 UCLA-CRM\n",
+ "8 CAM5_GCM\n",
+ "9 CAM6_GCM\n",
+ "10 CNRM-CM6-1\n",
+ "11 GEOS_GCM\n",
+ "12 ICON_LEM_CRM\n",
+ "13 ICON_NWP_CRM\n",
+ "14 SP-CAM\n",
+ "15 SPX-CAM\n",
+ "16 UKMO-GA7.1\n",
+ "17 CM1\n"
+ ]
+ }
+ ],
+ "source": [
+ "temp_anom_best = np.zeros(len(models))\n",
+ "alt_cold = np.zeros(len(models))\n",
+ "temp_cold= np.zeros(len(models))\n",
+ "alt_warm = np.zeros(len(models))\n",
+ "isot_alt_shift = np.zeros(len(models))\n",
+ "isot_alt_shift_adiab = np.zeros(len(models))\n",
+ "\n",
+ "dens_cold=np.zeros(len(models))\n",
+ "dens_fac = np.zeros(len(models))\n",
+ "\n",
+ "alt_cold_ad = np.zeros(len(models))\n",
+ "alt_warm_ad = np.zeros(len(models))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " print(m,model)\n",
+ " alt_cold[m] = np.nanargmax(dataint['hr_acre'][model]['295'])*50 #alt in m (spacing is 50 m)\n",
+ " temp_cold[m] = dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " temp_anom_best[m]= dataint['temperature'][model]['305'][np.nanargmax(dataint['hr_acre'][model]['305'])] - dataint['temperature'][model]['295'][np.nanargmax(dataint['hr_acre'][model]['295'])]\n",
+ "\n",
+ " alt_warm[m] = find_nearest(dataint['temperature'][model]['305'],temp_cold[m]) * 50 #alt in meters\n",
+ " isot_alt_shift[m] = alt_warm[m] - alt_cold[m]\n",
+ " #NOTE: moistadi_100_295[2]+deltaT295 = outcome of Spectral Plume Model\n",
+ "\n",
+ " alt_cold_ad[m] = find_nearest(moistadi_100['295'][2],temp_cold[m]) * 50\n",
+ " alt_warm_ad[m] = find_nearest(moistadi_100['305'][2],temp_cold[m]) * 50\n",
+ " isot_alt_shift_adiab[m] = alt_warm_ad[m] - alt_cold_ad[m]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_2052809/2004415011.py:33: RuntimeWarning: invalid value encountered in true_divide\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295']\n"
+ ]
+ }
+ ],
+ "source": [
+ "ph_cold_s3 = np.zeros((len(models),481)) # shifted CRH profile using physical predictive method\n",
+ "\n",
+ "densfac_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "cold_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "warm_all= np.zeros((len(models),481)) # density factor using physical predictive method\n",
+ "\n",
+ "rms = np.zeros(len(models))\n",
+ "rms_shift_ad = np.zeros(len(models))\n",
+ "rms_densfac_ad = np.zeros(len(models))\n",
+ "rms_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "e_shift_ad = np.zeros(len(models))\n",
+ "e_densfac_ad = np.zeros(len(models))\n",
+ "e_dens_iris_ad = np.zeros(len(models))\n",
+ "\n",
+ "rms_all = np.zeros((len(models),2))\n",
+ "e_all = np.zeros((len(models),2))\n",
+ "e_all_expl = np.zeros((len(models),2))\n",
+ "\n",
+ "for m,model in enumerate(models):\n",
+ " #print(m,model)\n",
+ " cold = dataint['hr_acre'][model]['295']\n",
+ " cold_all[m,:] = cold\n",
+ " warm = dataint['hr_acre'][model]['305']\n",
+ " warm_all[m,:] = warm\n",
+ "\n",
+ " #here done based on physical assumptions of isothermal shift\n",
+ " index3 = int(isot_alt_shift_adiab[m]/50 )\n",
+ " ph_cold_s=shift_elements(cold,index3,0) \n",
+ " ph_cold_s3[m]=ph_cold_s\n",
+ "\n",
+ " dens_shift3=shift_elements(dataint['density'][model]['295'],index3,0)\n",
+ " densfac3=dens_shift3/dataint['density'][model]['295'] \n",
+ " densfac_all[m,:] = densfac3\n",
+ "\n",
+ " #RMS basic:\n",
+ " rms[m] =np.nansum( np.sqrt((warm-cold)**2) ) #FULL RMS, later looking at fraction of this explained by moist adiabats\n",
+ "\n",
+ " #RMS of the moist adiabatic shift only: our starting point\n",
+ " rms_shift_ad[m]=np.nansum( np.sqrt((warm-ph_cold_s3[m])**2) )\n",
+ " e_shift_ad[m]=100-np.round(100*rms_shift_ad[m]/rms[m],1)\n",
+ "\n",
+ " #RMS of shift+ density factor\n",
+ " rms_densfac_ad[m]=np.nansum( np.sqrt((warm-ph_cold_s3[m]*densfac3)**2) )\n",
+ " e_densfac_ad[m]=100-np.round(100*rms_densfac_ad[m]/rms[m],1)\n",
+ "\n",
+ " e_all_expl[m] = [e_shift_ad[m], e_densfac_ad[m]]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here figure Extended data 3. The averages, stated also in the plot, are used for Fig. 3c"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x800 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "varnames = ['explained_isoth_shift','explained_isoshift_dens','explained_isoshift_iris']\n",
+ "cols = ['peru','g']\n",
+ "\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx]\n",
+ "\n",
+ "e_all_expl_shift = np.copy(e_all_expl)\n",
+ "e_all_expl_shift = e_all_expl_shift[idx]\n",
+ "fig = plt.figure()\n",
+ "\n",
+ "fig.set_size_inches(12,8,forward=True)\n",
+ "gs = gridspec.GridSpec(1,1,height_ratios=[1],width_ratios=1*[1])\n",
+ "\n",
+ "ax = fig.add_subplot(gs[0,0])\n",
+ "\n",
+ "x_pos = np.arange(len(models)+4)\n",
+ "mod_xpos=np.concatenate((x_pos[:13], [14.5,15.5,16.5,17.5,18.5]), axis=0)\n",
+ "\n",
+ "for m in range(0,len(models)):\n",
+ " if m<(len(models)-5): #CRMs\n",
+ " plt.bar(mod_xpos[m],e_all_expl_shift[m,0],color=cols[0],width=0.2,alpha=0.8,label=model)#\n",
+ " plt.bar(mod_xpos[m]+0.2,e_all_expl_shift[m,1],color=cols[1],width=0.2,alpha=0.8) #shift+int\n",
+ " if m in (13,14,15,16,17): #GCMs \n",
+ " plt.bar(mod_xpos[m],e_all_expl_shift[m,0],color=cols[0],width=0.2,alpha=0.8,hatch='x',ec='w')#\n",
+ " plt.bar(mod_xpos[m]+0.2,e_all_expl_shift[m,1],color=cols[1],width=0.2,alpha=0.8,hatch='x',ec='w') #shift+int\n",
+ "\n",
+ "ax.set_xticks(mod_xpos+0.2, models, rotation=40, ha='right',size=16)\n",
+ "\n",
+ "\n",
+ "plt.text(0.28,0.94,'RCEMIP GCMs: isothermal shift 41%, isothermal shift+density factor 15%',transform=ax.transAxes,horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=14,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=2))\n",
+ "\n",
+ "plt.text(0.28,0.985,'RCEMIP CRMs: isothermal shift 60%, isothermal shift+density factor 70%',transform=ax.transAxes,horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=14,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=2))\n",
+ "\n",
+ "plt.axhline(y=0,color='gray')\n",
+ "plt.ylabel('Percentage of CRH change explained [%]')\n",
+ "\n",
+ "plt.ylim(-10,100)\n",
+ "plt.suptitle('Prediction based on fundamental physics',fontsize=22,y=0.96)\n",
+ "plt.grid(True)\n",
+ "plt.tight_layout()\n",
+ "#plt.savefig('/path-to-figure/Fig_S4_PREDICTION_shift_explained_RCElarge_SPM+adiabats.pdf',dpi=200,bbox_inches='tight') "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "#RCEMIP CRMs only: \n",
+ "#first column = isothermal shift\n",
+ "#second colum = isoshift + density\n",
+ "np.nanmean(e_all_expl_shift[:13],axis=0) #=prediction NOGCMS!!! ==prediction_nogcm "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#RCEMIP GCMs only: \n",
+ "np.nanmean(e_all_expl_shift[13:],axis=0) #=prediction ONLY GCMS =prediction_gcm"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS.ipynb b/scripts/scripts_plotting/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f510c3a99959144d09a41a805db23bcacff8ff9d
--- /dev/null
+++ b/scripts/scripts_plotting/supplement_Fig_S5_zenodo_CRH-LW-SW-CIRS.ipynb
@@ -0,0 +1,502 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import matplotlib.gridspec as gridspec\n",
+ "from matplotlib import colors\n",
+ "import xarray as xr\n",
+ "import pandas as pd\n",
+ "import scipy.stats"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def legcolor(leg):\n",
+ " \"function that gives back the color of legend elements, even if they are markers\"\n",
+ " for artist, text in zip(leg.legendHandles, leg.get_texts()):\n",
+ " try:\n",
+ " legcol = artist.get_color()\n",
+ " except:\n",
+ " legcol = artist.get_facecolor()\n",
+ " if isinstance(legcol, np.ndarray):\n",
+ " legcol = legcol[0]\n",
+ " text.set_color(legcol)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "JULY-JUNE YEAR"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>year</th>\n",
+ " <th>sst anomaly</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>2007</td>\n",
+ " <td>-0.363720</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>6</th>\n",
+ " <td>2010</td>\n",
+ " <td>-0.289661</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>7</th>\n",
+ " <td>2011</td>\n",
+ " <td>-0.252174</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>2008</td>\n",
+ " <td>-0.108122</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>2005</td>\n",
+ " <td>-0.079535</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>13</th>\n",
+ " <td>2017</td>\n",
+ " <td>-0.070038</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>9</th>\n",
+ " <td>2013</td>\n",
+ " <td>-0.034573</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>8</th>\n",
+ " <td>2012</td>\n",
+ " <td>-0.010983</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>2006</td>\n",
+ " <td>0.055458</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>2004</td>\n",
+ " <td>0.065189</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>10</th>\n",
+ " <td>2014</td>\n",
+ " <td>0.154291</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>12</th>\n",
+ " <td>2016</td>\n",
+ " <td>0.157938</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>5</th>\n",
+ " <td>2009</td>\n",
+ " <td>0.243464</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>11</th>\n",
+ " <td>2015</td>\n",
+ " <td>0.532496</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " year sst anomaly\n",
+ "3 2007 -0.363720\n",
+ "6 2010 -0.289661\n",
+ "7 2011 -0.252174\n",
+ "4 2008 -0.108122\n",
+ "1 2005 -0.079535\n",
+ "13 2017 -0.070038\n",
+ "9 2013 -0.034573\n",
+ "8 2012 -0.010983\n",
+ "2 2006 0.055458\n",
+ "0 2004 0.065189\n",
+ "10 2014 0.154291\n",
+ "12 2016 0.157938\n",
+ "5 2009 0.243464\n",
+ "11 2015 0.532496"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "path = '../../data/observations/'\n",
+ "ds = xr.open_dataset(path+ 'profiles_15S_15N__180W_180E.nc')\n",
+ "pdjj = pd.read_csv(path+'sst_NOAA_OIsst.csv', header=[0], index_col=0)\n",
+ "\n",
+ "#here plotting SST#, year 2016 - 2008\n",
+ "\n",
+ "#2007-08 = 3 = -0.367\n",
+ "#2010-11 = 6 = -0.263\n",
+ "\n",
+ "#2015 = 11 = +0.47\n",
+ "#2014 = 10 = 0.25\n",
+ "\n",
+ "pdjj.sort_values(by='sst anomaly')"
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "NOAA OIsst SST# June-July year\n",
+ "###############\n",
+ "SST#\n",
+ "\n",
+ "min SST# anom: jul 2007 to jun 2008 = -0.361\n",
+ " jul 2010 to jun 2011 = -0.263\n",
+ " \n",
+ "max SST# anom: jul 15 to jun 16 = 0.36 \n",
+ " anom jul 14 to jun 15 = 0.253\n",
+ " \n",
+ "\n",
+ ",year,sst# anomaly\n",
+ "3 \t2007 \t-0.367681\n",
+ "6 \t2010 \t-0.263186\n",
+ "\n",
+ "11 \t2015 \t0.470068\n",
+ "10 \t2014 \t0.253058\n",
+ "\n",
+ "###########################################\n",
+ "######tropical sst anomalies#########\n",
+ "\n",
+ "min SST anom: jul 2007 to jun 2008 = -0.3637\n",
+ " jul 2010 to jun 2011 = -0.2896\n",
+ " \n",
+ "max SST anom: jul 15 to jun 16 = 0.532\n",
+ " anom jul 09 to jun 10 = 0.243 !!!! \n",
+ "\n",
+ ",year,sst anomaly\n",
+ "3 \t2007 \t-0.3637\n",
+ "6 \t2010 \t-0.2896\n",
+ "7 2011 -0.252\n",
+ "\n",
+ "\n",
+ "11 \t2015 \t0.532\n",
+ "5 \t2009 \t0.243\n",
+ "12 2016 0.1579"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Here plotted all CRH profiles, see Extended data Figure 3"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.09, 'CIRS-ML annual mean tropical cloud radiative heating')"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "<Figure size 2000x433.3 with 4 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "cmap1 = plt.cm.RdBu_r\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "abc=['a','b','c','d','e','f']\n",
+ "\n",
+ "variables = ['ACRE_hr','LW_ACRE_hr','SW_ACRE_hr']\n",
+ "names = ['net CRH','LW CRH','SW CRH']\n",
+ "savepath='/path-to-file/'\n",
+ "#################################################################################\n",
+ "vlim = 0.5\n",
+ "sst_dev_trop15_annual = pdjj.values[:,1]\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "levels = ds['altitude'].values\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(20,4.333,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "x0 = [0,10,20]\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[0,x0[v]:x0[v]+9])\n",
+ " acre_15 = ds[variable].values\n",
+ " acre_15[:,0:3] = np.nan\n",
+ " for i in range(0,len(sst_dev_trop15_annual)):\n",
+ " value= (sst_dev_trop15_annual[i]+vlim)/(vlim+vlim)\n",
+ " plt.plot(acre_15[i]+0.0,levels,color='gray',linewidth=2.5)\n",
+ " plt.plot(acre_15[i]+0.0, levels, color=cmap1(value),linewidth=1.9)\n",
+ " plt.ylim(0,18)\n",
+ " plt.xlim(-0.25,0.4)\n",
+ "\n",
+ " plt.xlabel('K day$^{-1}$')\n",
+ " plt.axvline(x = 0, color = 'gray',linewidth=2)\n",
+ " if v==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ "\n",
+ " plt.text(0.0,1.12,abc[v]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "\n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-0.2,0.4)\n",
+ " if v==0:\n",
+ " ax.tick_params(axis='y', which='major', pad=25)\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " if v>0:\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "sm = plt.cm.ScalarMappable(cmap=cmap1, norm=plt.Normalize(vmin=-vlim, vmax=vlim))\n",
+ "\n",
+ "cax1 = fig.add_subplot(gs[0,29])\n",
+ "cbar = plt.colorbar(sm,cax=cax1)\n",
+ "cbar.set_label('Tropical SST anomaly [$^{\\circ}$C]')\n",
+ "\n",
+ "plt.suptitle('CIRS-ML annual mean tropical cloud radiative heating',y=1.09,size=24)\n",
+ "#plt.savefig(savepath+'Fig_S5abc_CRH_Airs-ML_junjul_biascorr_plot_SST_jul-jun.pdf',dpi=200,bbox_inches='tight')#"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#load cloud radiative heating profiles\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "#load SSTs: july to june year\n",
+ "pdjj = pd.read_csv(path+'/sst_NOAA_OIsst.csv', header=[0], index_col=0) #normal\n",
+ "\n",
+ "sst_anom= pdjj.values[:,1]\n",
+ "sst_anom_2d = np.tile(sst_anom[:,np.newaxis],(1,22)) #add the vertical dimension\n",
+ "\n",
+ "crh = ds['ACRE_hr'].values\n",
+ "crh[:,0:2] = np.nan #values close to surface not trustworthy -> remove them"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "slope_all =[]\n",
+ "\n",
+ "for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,crh[:,i])\n",
+ " slope_all.append(slope)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#LOAD RCEMIP DATA\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')\n",
+ "\n",
+ "variables = ['hr_acre','hr_acre_lw','hr_acre_sw']\n",
+ "variables2 = ['ACRE_hr','LW_ACRE_hr','SW_ACRE_hr']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#USE ONLY CRMS + SP GCMS\n",
+ "crms = [0,1,2,3,4,5,6,7,12,13,17,14,15]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.09, 'CRH shift in RCEMIP and tropical observations')"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 2000x433.3 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "units = ['K/day /K','1','kg/m3']\n",
+ "y0 = [0,0,0,2,2,2,4,4,4,6,6,6,8,8,8,10,10,10,12,12,12]\n",
+ "x0 = [0,10,20]*6\n",
+ "b=[]\n",
+ "fig = plt.figure()\n",
+ "#fig.set_size_inches(25,5.4167,forward=True)\n",
+ "fig.set_size_inches(20,4.333,forward=True)\n",
+ "gs = gridspec.GridSpec(1,30,height_ratios=[1],width_ratios=30*[1])\n",
+ "\n",
+ "for v,variable in enumerate(variables):\n",
+ " ax = fig.add_subplot(gs[y0[v],x0[v]:x0[v]+9])\n",
+ " #select only CRMs\n",
+ " plotvar0 = ds1[variable].sel(model=crms, drop=True)\n",
+ "\n",
+ " #divide by 10 as RCEMIP has a delta T of 10 K\n",
+ " plotvar_med = (plotvar0.median(axis=0)).values/10\n",
+ " b.append(plt.plot(plotvar_med[2]-plotvar_med[0], ds1['alt'].values,color='k',linewidth=3,linestyle='-')[0]) \n",
+ " ##############################################################\n",
+ " #observations\n",
+ " acre_15 = ds[variables2[v]].values\n",
+ " #linear regression\n",
+ " slope_all =[]\n",
+ " for i in range(0,22):\n",
+ " slope, intercept, r, p, se = scipy.stats.linregress(sst_anom,acre_15[:,i])\n",
+ " slope_all.append(slope)\n",
+ " #linear regression stop\n",
+ " b.append(plt.plot(slope_all, levels, color='forestgreen',linewidth=2.5)[0])\n",
+ " plt.fill_betweenx(levels,slope_all-se, slope_all+se,facecolor='forestgreen',alpha=0.09,\n",
+ " label='25 to 75 percentile range')\n",
+ " ############################################################\n",
+ "\n",
+ " #ax.spines['left'].set_position(('data',0))\n",
+ " ax.spines['top'].set_visible(False)\n",
+ " ax.spines['right'].set_visible(False)\n",
+ " ax.spines['left'].set_visible(False)\n",
+ " ax.spines['bottom'].set_bounds(-0.04,0.06)\n",
+ " ax.get_yaxis().set_ticks([5,10,15])\n",
+ " ax.get_yaxis().set_ticklabels([])\n",
+ " if v>0:\n",
+ " ax.spines['left'].set_position(('data',0))\n",
+ "\n",
+ " plt.axvline(x = 0, color = 'k',linewidth=0.75)\n",
+ " vertticks=[5,10,15]\n",
+ " plt.plot([0,0,0],[vertticks[i] for i in range(0,3)], marker=\"_\", label=\"points\",color='k',linewidth=0.75)\n",
+ " plt.ylim(0,18)\n",
+ "\n",
+ " plt.xlabel('K day$^{-1}$ K$^{-1}$')\n",
+ " plt.xlim(-0.04,0.065)\n",
+ "\n",
+ " if np.mod(v,3)==0:\n",
+ " plt.ylabel('altitude [km]')\n",
+ " plt.title(names[v],y=1.02)\n",
+ " if v==0:\n",
+ " ax.get_yaxis().set_ticklabels([5,10,15])\n",
+ " leg = plt.legend(b,['RCEMIP','CIRS-ML'],fontsize=26,frameon=False,handlelength=0,\n",
+ " markerscale=0,labelspacing=0.07,bbox_to_anchor=(0.5,0.35))\n",
+ " legcolor(leg) #function legend text color!!! \n",
+ "\n",
+ " plt.text(0.0,1.12,abc[v+3]+')',transform=ax.transAxes,horizontalalignment='left',\n",
+ " verticalalignment='top',fontsize=24,color='black',bbox=dict(facecolor='white', edgecolor='none', pad=1)) \n",
+ "plt.suptitle('CRH shift in RCEMIP and tropical observations',size=25,y=1.09) \n",
+ "#plt.savefig('/path-to-file/Fig_S5def_ANOMALIES_RCElarge_perK_w_CIRS_SSTjul-jun.pdf',dpi=200,bbox_inches='tight') "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/scripts_plotting/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP.ipynb b/scripts/scripts_plotting/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0fea73539ac1decf87e92f95db2fe277cb5864b6
--- /dev/null
+++ b/scripts/scripts_plotting/supplement_Fig_S6_zenodo_anomalies_at_peak_CRH_RCEMIP.ipynb
@@ -0,0 +1,213 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "from matplotlib import ticker\n",
+ "from matplotlib.patches import Rectangle\n",
+ "import copy\n",
+ "import xarray as xr\n",
+ "\n",
+ "path = '../../data/RCEMIP_processed/'\n",
+ "\n",
+ "ssts = ['295','300','305']\n",
+ "col = ['dodgerblue','orange','crimson']\n",
+ "\n",
+ "plt.rcParams.update({'font.size': 18}) #all to 18 if not specified other\n",
+ "\n",
+ "variables = ['hr_acre','clear_sky_radiative_heating','cloud_fraction',\n",
+ " 'density','cloud_and_precip_ice_mixing_ratio','ice_mixing_ratio']\n",
+ "units = ['K/day','K/day','K/day','1','kg/m3','kg/kg']\n",
+ "\n",
+ "ds1 = xr.open_dataset(path+'RCElarge_z24_merged_1D_averages_multiplevars2.nc')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "maxdFdz= np.zeros((18,3))\n",
+ "maxacre= np.zeros((18,3))\n",
+ "maxrho= np.zeros((18,3))\n",
+ "maxgamma= np.zeros((18,3))\n",
+ "maxice= np.zeros((18,3))\n",
+ "\n",
+ "r_maxrho = np.zeros((18))\n",
+ "r_maxgamma = np.zeros((18))\n",
+ "r_maxice = np.zeros((18))\n",
+ "\n",
+ "r_maxacre = np.zeros((18))\n",
+ "r_maxdFdz = np.zeros((18))\n",
+ "\n",
+ "cp = 1005\n",
+ "\n",
+ "qrad = ds1['hr_acre'].values\n",
+ "mqrad = (qrad[:,:,:-1]+qrad[:,:,1:])/2.\n",
+ "\n",
+ "temp = ds1['temperature'].values\n",
+ "mtemp = (temp[:,:,:-1]+temp[:,:,1:])/2.\n",
+ "\n",
+ "rho = ds1['density'].values\n",
+ "mrho = (rho[:,:,:-1]+rho[:,:,1:])/2.\n",
+ "\n",
+ "dFdz = mqrad*cp*mrho * 1/86400\n",
+ "\n",
+ "ds1['ice_water_content']=ds1['density']*ds1['ice_mixing_ratio']\n",
+ "ice = ds1['ice_water_content'].values\n",
+ "mice = (ice[:,:,:-1]+ice[:,:,1:])/2.\n",
+ "\n",
+ "gamma = -np.diff(ds1['temperature'].values)/np.diff(ds1['alt'].values)\n",
+ "\n",
+ "mqrad[mtemp>273.15]=np.nan #only in the upper troposphere\n",
+ "\n",
+ "for m in range(0,18): #models\n",
+ " for s in range(0,3): #ssts\n",
+ " maxacre[m,s] = np.nanmax(mqrad[m,s])\n",
+ " maxdFdz[m,s] = dFdz[m,s,np.nanargmax(mqrad[m,s])] \n",
+ " maxrho[m,s] = mrho[m,s,np.nanargmax(mqrad[m,s])]\n",
+ " maxgamma[m,s] = gamma[m,s,np.nanargmax(mqrad[m,s])]\n",
+ "\n",
+ " maxice[m,s] = mice[m,s,np.nanargmax(mqrad[m,s])]\n",
+ "\n",
+ " r_maxacre[m] = 1e2*(maxacre[m,2]-maxacre[m,0])/(maxacre[m,0])\n",
+ " r_maxdFdz[m] = 1e2*(maxdFdz[m,2]-maxdFdz[m,0])/(maxdFdz[m,0])\n",
+ "\n",
+ " r_maxice[m] = 1e2*(maxice[m,2]-maxice[m,0])/(maxice[m,0])\n",
+ " r_maxgamma[m] = 1e2*(maxgamma[m,2]-maxgamma[m,0])/(maxgamma[m,0])\n",
+ "\n",
+ " r_maxrho[m] = 1e2*(1/maxrho[m,2]-1/maxrho[m,0])/(1/maxrho[m,0])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "all RCE_large models here: CRMs, SP-GCMs, GCMs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1400x600 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "terms = ['dFdz','IWC','1/rho','CRH']\n",
+ "\n",
+ "mmm = np.array(['MESONH','NICAM','SAM_CRM','SAM_GCRM','SCALE','DAM','MPAS','UCLA-CRM','CAM5_GCM',\n",
+ " 'CAM6_GCM','CNRM-CM6-1','GEOS_GCM','ICON_LEM_CRM','ICON_NWP_CRM','SP-CAM','SPX-CAM','UKMO-GA7.1','CM1'])\n",
+ "idx = [0,1,2,3,4,5,6,7,12,13,17,14,15,16,8,9,10,11]\n",
+ "models = mmm[idx]\n",
+ "\n",
+ "r1_maxdFdz = np.copy(r_maxdFdz)\n",
+ "r1_maxdFdz = r1_maxdFdz[idx]\n",
+ "\n",
+ "r1_maxice = np.copy(r_maxice)\n",
+ "r1_maxice = r1_maxice[idx]\n",
+ "\n",
+ "r1_maxrho = np.copy(r_maxrho)\n",
+ "r1_maxrho = r1_maxrho[idx]\n",
+ "\n",
+ "r1_maxacre = np.copy(r_maxacre)\n",
+ "r1_maxacre = r1_maxacre[idx]\n",
+ "\n",
+ "b=[] #for legend\n",
+ "\n",
+ "#-----------------------------------------------------------------\n",
+ "fig = plt.figure()\n",
+ "fig.set_size_inches(14,6,forward=True)\n",
+ "\n",
+ "currentAxis = plt.gca()\n",
+ "\n",
+ "b.append(plt.plot(r1_maxdFdz[:11],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxice[:11],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxrho[:11],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(r1_maxacre[:11],'k',linewidth=2,marker='*')[0])\n",
+ "#SP\n",
+ "values = [10.75,11.75]\n",
+ "b.append(plt.plot(values,r1_maxdFdz[11:13],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxice[11:13],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxrho[11:13],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxacre[11:13],'k',linewidth=2,marker='*')[0])\n",
+ "#GCMs\n",
+ "values = [13,14,15,16,17]\n",
+ "b.append(plt.plot(values,r1_maxdFdz[13:],'peru',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxice[13:],'dodgerblue',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxrho[13:],'gray',marker='*')[0])\n",
+ "b.append(plt.plot(values,r1_maxacre[13:],'k',linewidth=2,marker='*')[0])\n",
+ "\n",
+ "plt.axhline(y = 0, color = 'k',linewidth=1)\n",
+ "\n",
+ "plt.ylabel('relative anomaly in %')\n",
+ "\n",
+ "\n",
+ "x = np.arange(0,11)\n",
+ "x = np.concatenate((x,[10.75,11.75,13,14,15,16,17]),axis=0)\n",
+ "plt.xticks(x, models, rotation=70,ha='right')\n",
+ "plt.legend(b,terms)\n",
+ "plt.xlim(-0.5,21)\n",
+ "\n",
+ "currentAxis.add_patch(Rectangle((12.5, -95), 5, 220,\n",
+ " alpha=0.05, facecolor='brown'))\n",
+ "currentAxis.add_patch(Rectangle((-0.5, -95), 12.75, 220,\n",
+ " alpha=0.35, facecolor='azure'))\n",
+ "\n",
+ "plt.title('Change in selected quantities at peak cloud radiative heating ',y=1.11)\n",
+ "\n",
+ "plt.text(5,101,'CRMs',horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=22,color='black')\n",
+ "\n",
+ "plt.text(14,101,'GCMs',horizontalalignment='left',\n",
+ "verticalalignment='top',fontsize=22,color='black')\n",
+ "\n",
+ "plt.axvspan(10.3, 10.6, facecolor='white',alpha=1,zorder=111)\n",
+ "plt.axvspan(12.3, 12.6, facecolor='white',alpha=1,zorder=111)\n",
+ "plt.axvspan(17.3, 26, facecolor='white',alpha=1,zorder=3)\n",
+ "currentAxis.spines['bottom'].set_visible(False)\n",
+ "currentAxis.spines['top'].set_visible(False)\n",
+ "currentAxis.spines['right'].set_visible(False)\n",
+ "plt.grid(True)\n",
+ "#plt.savefig('/path-to-file/FigS6_terms_CRH_formula.pdf',bbox_inches='tight') "
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "blaz_env2",
+ "language": "python",
+ "name": "blaz_env2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}