diff --git a/README.md b/README.md index 899dd650792d74332be2e8ce14291d9166f14767..4425a47b39e8b717e5f11488d20077c957d069f2 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,7 @@ -**Code repository for the publication "Uncertainties in cloud-radiative heating within an idealized extratropical cyclone** +**Code repository for the publication "Uncertainties in cloud-radiative heating within an idealized extratropical cyclone". **Author:** Behrooz Keshtgar, IMK, Karlsruhe Institute of Technology, behrooz.keshtgar@kit.edu -<a name="icon-lem"/> - The repository contains: * **sims:** ICON model setup @@ -12,9 +10,10 @@ The repository contains: * **offlineRT:** Procedures for offline radiative transfer calculations using LibRadTran - Scripts for post-processing LEM simulation output for use in offline radiative transfer calculations - - Python scripts for post-processing of LibRadTran results - - Bash scripts to run LibRadTran + - Python scripts for post-processing LibRadTran results + - Bash scripts for running LibRadTran * **plots4paper:** jupyter notebooks for figures used in papers, also figure pdfs -The post-processed data used in the analysis and a copy of the code repository are available at ... +The post-processed data used in the analysis and a copy of the code repository will be available on the LMU Open Data Server. + diff --git a/offlineRT/README.md b/offlineRT/README.md index 84c50773a0dde913dec30364d69be2d1ea7dd382..4e08ec14a240e985d862eb2b00f7c025438e3425 100644 --- a/offlineRT/README.md +++ b/offlineRT/README.md @@ -1,14 +1,14 @@ -This directory contains the pre- and post-processing scripts for input and output data of LibradTran and bash scripts to run the offline radiative transfer calculations. +This directory contains scripts for pre- and post-processing of input and output data for LibradTran and bash scripts to run the offline radiative transfer calculations. -* input_for_libradtran.ipynb** This Jupyter notebook generates the input files for LibRadTran from ICON-LEM output files. +* **input_for_libradtran.ipynb** This Jupyter notebook generates the input files for LibRadTran from ICON-LEM output files. * Subdirectories **c_cluster_solar/thermal_...** are for different radiative transfer calculations. -- List of radiative transfer calculations: +* List of radiative transfer calculations: - c_cluster_solar/thermal_ipa3d: 1D radiative transfer calculations with Delta-Eddington two-stream solver and ice-optical parameterizations by Fu and Baum -- c_cluster_solar/thermal_mystic: 3D and 1D radiative transfer calculations with the MYSTIC solver + - c_cluster_solar/thermal_mystic: 3D and 1D radiative transfer calculations with the MYSTIC solver - c_cluster_solar/thermal_ipa3d_cg/dl: 1D radiative transfer calculations with the Delta-Eddington two-stream solver for NWP homogeneous grid-box clouds and homogeneous clouds with cloud fraction at a resolution of 2.5 km - solar/thermal_clear_sky: Clear-sky radiative transfer calculations with Delta-Eddington two-stream and MYSTIC solvers -* To run the offline radiative transfer calculations, run the bash script 'step1_makeInpFiles.sh' in the desired radiative transfer_subdirectory/ccSolar/thermal. This will automatically create input files for all subdomains and time steps to be used by the 'uvspec' program of LibRadtran.Finally, run 'submit_runs.sh' to distribute the runs to different nodes. The outputs are radiative heating rates written as ASCII files in the representative subdirectory. +* To run the offline radiative transfer calculations, run the bash script *'step1_makeInpFiles.sh' in the desired radiative transfer_subdirectory/ccSolar/thermal. This will automatically create input files for all subdomains and time steps to be used by the *'uvspec' program of LibRadtran.Finally, run *'submit_runs.sh' to distribute the runs to different nodes. The outputs are radiative heating rates written as ASCII files in the representative subdirectory. -* The python scripts **convert_libradtran_data_to_netcdf*.py** process the all-sky and clear-sky radiative heating rate outputs from each radiative transfer calculation and merge the outputs from all subdomains to get the heating rates over the entire LEM domain and save the result as a netcdf file. +* The python scripts **convert_libradtran_data_to_netcdf().py** process the all-sky and clear-sky radiative heating rate outputs from each radiative transfer calculation and merge the outputs from all subdomains to get the heating rates over the entire LEM domain and save the result as a netcdf file. diff --git a/plots4paper/figure1.ipynb b/plots4paper/figure1.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..9b1503b2256b1dea1491bfbe48ef237d025d5f88 --- /dev/null +++ b/plots4paper/figure1.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "fd7e7d31-662b-4c80-9cf1-74565756f22e", + "metadata": {}, + "source": [ + "# Figure 1\n", + "\n", + "**Figure 1.** (a) Surface pressure (black contours, hPa), cloud cover, and precipitation at day 4.5 in the baroclinic life cycle simulation with ICON-NWP. Panel (b) shows cloud classes. The rectangles in both panels indicate the location of the domains for the LEM simulations.\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "c9d6b860-5669-460a-85e3-9b4cc7fd6ba0", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "bc71da64-aaec-4035-8689-3f8be0728fbc", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import matplotlib as mpl\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "04dd62ca-cf4b-42a2-85ef-2469f19bf6fc", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "41f5bd93-ad99-44d4-ade6-2d7684bf34b6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "9af0ecad-9a06-4b17-9c7f-948c2e9180aa", + "metadata": {}, + "source": [ + "## 2- Loading datasets " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "db4e1350-0029-4443-acd4-973b225f8fb3", + "metadata": {}, + "outputs": [], + "source": [ + "# Load post-precessed baroclinic life cycle simulation (remapped to 2.5 km grid resolution) \n", + "ds = xr.open_mfdataset('/work/bb1135/icon_output/LC1-channel-4000x9000km-2km-0002/LC1-channel-4000x9000km-2km-0002_remapped/icon-atm2d_ML_reg_20*.nc')\n", + "# deriving precipitation rate\n", + "ds['tot_prec_dt'] = ds['tot_prec'].diff(dim='time', label='upper') #mm/hr\n", + "# adjusting time coordinates\n", + "rng = pd.date_range('2022-01-01', periods=216, freq=\"1 H\")\n", + "df = pd.DataFrame({ 'Date': rng })\n", + "t = df.values[:,0]\n", + "ds.coords['time'] = t" + ] + }, + { + "cell_type": "markdown", + "id": "77b8296a-ed31-4688-8a43-312a5d06aefe", + "metadata": {}, + "source": [ + "## 3- Cloud classification" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f36e1364-bdc7-4a52-8430-a105fabba3b4", + "metadata": {}, + "outputs": [], + "source": [ + "# The threshold for the cloud cover to identify cloudy and clear sky grid boxes\n", + "thres=50\n", + "\n", + "# function that gets 2-D cloud cover data of High, Mid and Low level cloud cover and creates classes for the vertical column\n", + "def cloud_class(cc_data,thres):\n", + " # CL1: H \n", + " # CL2: M \n", + " # CL3: L \n", + " # CL4: HM \n", + " # CL5: ML \n", + " # CL6: HL \n", + " # CL7: HML \n", + " # CL8: clear-sky\n", + " \n", + " # Create the vertical cloud classes based on the threshold (thres)\n", + " \n", + " \n", + " cl1 = cc_data.where((cc_data.clch<thres) & (cc_data.clcm<thres) & (cc_data.clcl>thres)) # L\n", + " cl1_num = cl1.where(xr.ufuncs.isnan(cl1.clch),other=1)\n", + " cl1_num = cl1_num.where((xr.ufuncs.isnan(cl1_num.clch))==False,other=0)\n", + " \n", + "\n", + " cl2 = cc_data.where((cc_data.clch<thres) & (cc_data.clcm>thres) & (cc_data.clcl<thres)) # M\n", + " cl2_num = cl2.where(xr.ufuncs.isnan(cl2.clch),other=2)\n", + " cl2_num = cl2_num.where((xr.ufuncs.isnan(cl2_num.clch))==False,other=0)\n", + "\n", + "\n", + " cl3 = cc_data.where((cc_data.clch>thres) & (cc_data.clcm<thres) & (cc_data.clcl<thres)) # H\n", + " cl3_num = cl3.where(xr.ufuncs.isnan(cl3.clch),other=3)\n", + " cl3_num = cl3_num.where((xr.ufuncs.isnan(cl3_num.clch))==False,other=0)\n", + " \n", + " \n", + " cl4 = cc_data.where((cc_data.clch<thres) & (cc_data.clcm>thres) & (cc_data.clcl>thres)) # ML\n", + " cl4_num = cl4.where(xr.ufuncs.isnan(cl4.clch),other=4)\n", + " cl4_num = cl4_num.where((xr.ufuncs.isnan(cl4_num.clch))==False,other=0)\n", + "\n", + " \n", + " cl5 = cc_data.where((cc_data.clch>thres) & (cc_data.clcm>thres) & (cc_data.clcl<thres)) # HM\n", + " cl5_num = cl5.where(xr.ufuncs.isnan(cl5.clch),other=5)\n", + " cl5_num = cl5_num.where((xr.ufuncs.isnan(cl5_num.clch))==False,other=0)\n", + " \n", + "\n", + " cl6 = cc_data.where((cc_data.clch>thres) & (cc_data.clcm<thres) & (cc_data.clcl>thres)) # HL\n", + " cl6_num = cl6.where(xr.ufuncs.isnan(cl6.clch),other=6)\n", + " cl6_num = cl6_num.where((xr.ufuncs.isnan(cl6_num.clch))==False,other=0)\n", + "\n", + " \n", + " cl7 = cc_data.where((cc_data.clch>thres) & (cc_data.clcm>thres) & (cc_data.clcl>thres)) # HML\n", + " cl7_num = cl7.where(xr.ufuncs.isnan(cl7.clch),other=7)\n", + " cl7_num = cl7_num.where((xr.ufuncs.isnan(cl7_num.clch))==False,other=0)\n", + "\n", + " \n", + " cl8 = cc_data.where((cc_data.clch<thres) & (cc_data.clcm<thres) & (cc_data.clcl<thres)) # clear-sky\n", + " cl8_num = cl8.where(xr.ufuncs.isnan(cl8.clch),other=8)\n", + " cl8_num = cl8_num.where((xr.ufuncs.isnan(cl8_num.clch))==False,other=0)\n", + "\n", + " # we sum all the classes to one array to make a mask for the entire domain based on the cloud classification\n", + " cloud_class_mask = cl1+cl2+cl3+cl4+cl5+cl6+cl7+cl8 \n", + " cloud_class_number = cl1_num+cl2_num+cl3_num+cl4_num+cl5_num+cl6_num+cl7_num+cl8_num\n", + " \n", + " return cloud_class_number #,cloud_class_mask\n", + "\n", + "\n", + "cloud_class_num = cloud_class(ds[['clcm','clch','clcl']].sel(time='2022-01-05T12:00:00.000000000'),thres)\n", + " \n", + "A = cloud_class_num.clcm.squeeze().values\n", + "\n", + "bounds = np.linspace(np.nanmin(A), int(np.nanmax(A))+1, int(np.nanmax(A))+1)\n", + "cbar_lbls = ['Low','Middle','High','Middle-Low','High-Middle','High-Low','High-Middle-Low','Clear-sky']\n", + "\n", + "# creating a colorbar to distinguish between cloud classes\n", + "cmapb = cm.Blues(np.linspace(0.3,0.8,3))\n", + "cmapr = cm.Reds(np.linspace(0.2,1,5))\n", + "cmapt = np.concatenate((cmapb, cmapr), axis=0)\n", + "cmapt[7] = np.array([0,0,0,0])\n", + "cmapt[5] = np.array([0.6, 0.6, 0.6, 1.]) #Gray\n", + "\n", + "cmap2 = mcolors.ListedColormap(cmapt)\n", + "norm = mpl.colors.BoundaryNorm(bounds, cmap2.N)" + ] + }, + { + "cell_type": "markdown", + "id": "c99c8764-60a0-4b5c-89b4-120048dc5b9b", + "metadata": {}, + "source": [ + "## 4- Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b9f1755d-5fd9-42e8-9707-f7ef531f5b07", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x360 with 5 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(12, 5))\n", + "i = 0\n", + "# position of the LES domains\n", + "a1 = np.array([-16,-10,-10,-16,-16])\n", + "b1 = np.array([37,37,43,43,37])\n", + "\n", + "a2 = np.array([-11,-5,-5,-11,-11])\n", + "b2 = np.array([50,50,56,56,50])\n", + "\n", + "a3 = np.array([-1,5,5,-1,-1])\n", + "b3 = np.array([41,41,47,47,41])\n", + "\n", + "a4 = np.array([9,15,15,9,9])\n", + "b4 = np.array([45,45,51,51,45])\n", + "\n", + "for ax in axes.flat:\n", + " \n", + " ax.tick_params(labelsize=14)\n", + " ax.set_ylim([25,65])\n", + " #ax.set_xlim([-25,25])\n", + " \n", + " if i == 0:\n", + " ax.set_title('Day 4.5', fontsize=14)\n", + " \n", + " im=ax.contourf(ds.lon-38,ds.lat,ds.clct.sel(time='2022-01-05T12:00:00.000000000'),cmap=plt.cm.get_cmap('Blues_r'),levels=np.arange(0.0,101,1))\n", + " \n", + " cbaxes = fig.add_axes([0.465, 0.12, 0.02, 0.76]) \n", + " cbar = fig.colorbar(im, ax=ax,orientation='vertical',cax = cbaxes,ticks=np.arange(0,120,20))\n", + " cbar.set_label(label='Cloud cover (%)', size='13')\n", + " cbar.ax.tick_params(labelsize=12)\n", + "\n", + " cs2=ax.contour(ds.lon-38,ds.lat,ds['pres_sfc'].sel(time='2022-01-05T12:00:00.000000000')/100\n", + " ,colors='k',linewidths=0.5,levels=np.arange(930,1027,7))\n", + "\n", + " plt.clabel(cs2, inline=5, fontsize=9,fmt='%1.f')\n", + "\n", + "\n", + " im3 = ax.contourf(ds.lon-38,ds.lat,ds['tot_prec_dt'].sel(time='2022-01-05T12:00:00.000000000')\n", + " ,levels=np.arange(0.1,10.1,0.1),cmap='rainbow',extend='max') \n", + "\n", + " cbaxes2 = fig.add_axes([0.125, -0.04, 0.36, 0.042]) \n", + " cbar2 = fig.colorbar(im3, ax=ax,orientation='horizontal',cax = cbaxes2,ticks=[0.1,1,2,3,4,5,6,7,8,9,10])\n", + " cbar2.set_label(label='Precipitation rate (mm hr$^{-1}$)', size='13')\n", + " cbar2.ax.tick_params(labelsize=12)\n", + "\n", + "\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " \n", + " ax.plot(a1,b1,color='k',linewidth=2)\n", + " ax.plot(a2,b2,color='k',linewidth=2)\n", + " ax.plot(a3,b3,color='k',linewidth=2)\n", + " ax.plot(a4,b4,color='k',linewidth=2)\n", + " \n", + " ax.text(-16,44, 'Dom 1', fontsize=8,size=9,fontweight='bold',color='r')\n", + " ax.text(-1,48, 'Dom 2', fontsize=8,size=9,fontweight='bold',color='r')\n", + " ax.text(-11,57, 'Dom 3', fontsize=8,size=9,fontweight='bold',color='r')\n", + " ax.text(9,52, 'Dom 4', fontsize=8,size=9,fontweight='bold',color='r')\n", + " \n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 1:\n", + " ax.set_title('Day 4.5', fontsize=14)\n", + " \n", + " cs2=ax.contour(ds.lon-38,ds.lat,ds['pres_sfc'].sel(time='2022-01-05T12:00:00.000000000')/100\n", + " ,colors='k',linewidths=0.5,levels=np.arange(930,1027,7))\n", + " plt.clabel(cs2, inline=5, fontsize=9,fmt='%1.f')\n", + " \n", + " im0=ax.pcolormesh(ds.lon-38,ds.lat,cloud_class_num.clcm.squeeze().values,cmap=cmap2,norm=norm)\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlabel('Longitude',fontsize=14)\n", + " \n", + " ax.plot(a1,b1,color='k',linewidth=2)\n", + " ax.plot(a2,b2,color='k',linewidth=2)\n", + " ax.plot(a3,b3,color='k',linewidth=2)\n", + " ax.plot(a4,b4,color='k',linewidth=2)\n", + " \n", + " \n", + " ax.text(-16,44, 'Dom 1', fontsize=8,size=9,fontweight='bold',color='k')\n", + " ax.text(-1,48, 'Dom 2', fontsize=8,size=9,fontweight='bold',color='k')\n", + " ax.text(-11,57, 'Dom 3', fontsize=8,size=9,fontweight='bold',color='k')\n", + " ax.text(9,52, 'Dom 4', fontsize=8,size=9,fontweight='bold',color='k')\n", + " \n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=14) \n", + " \n", + " i = i + 1\n", + " \n", + "fig.subplots_adjust(wspace=0.4) \n", + " \n", + "cb_ax1 = fig.add_axes([0.918, 0.12, 0.02, 0.76]) # xcenter/ycenter/width/height\n", + "cbar1 = fig.colorbar(im0,cax=cb_ax1,orientation='vertical',shrink=0.95)\n", + "cbar1.set_ticklabels(cbar_lbls)\n", + "minorticks = np.arange(0.5, 10, 1)\n", + "cbar1.set_ticks(minorticks)\n", + "cbar1.ax.tick_params(labelsize=12) \n", + "#cbar1.set_label(label='Cloud classes', size='13')\n", + "\n", + "#plt.savefig('figure1.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure1.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f09e0528-4773-44eb-989c-d0cae64fc94e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure1.pdf b/plots4paper/figure1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..80f090636d897d68a6cfcfa323c8a7adc96fdd6e Binary files /dev/null and b/plots4paper/figure1.pdf differ diff --git a/plots4paper/figure10&11.ipynb b/plots4paper/figure10&11.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..82abdcc4ea86beb0c44d064967f36f3010c5c338 --- /dev/null +++ b/plots4paper/figure10&11.ipynb @@ -0,0 +1,1608 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 10 & 11\n", + "\n", + "**Figure 10.** Mean uncertainties in CRH diagnosed as the absolute difference of domain and time mean CRH between different radiative transfer calculations. Uncertainties are decomposed into shortwave, longwave, and net. Uncertainties are computed as mass-weighted averages over 2 \\unit{km} altitude intervals. For the uncertainty due to the ice-optical parameterization, the difference between the ice schemes of Fu and Baum with the general habit mixture is used. The contribution of each factor is given by the horizontal length of its colored bar. Note the different x-axes in the panels.\n", + "\n", + "**Figure 11.** Same as Fig. 10 but for local uncertainties of net CRH. For comparison, the mean values of net CRH uncertainty from Fig. 10 are superimposed as hatched bars. Note the different x-axes in the panels.\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "4d0c18c1-504e-4de3-b1dd-ea51d3e86d7b", + "metadata": {}, + "source": [ + "**Since datasets are large, I use DASK to speed up my analysis**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f1b5de08-7b30-46a2-b571-0ee9c4b81aa4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<table style=\"border: 2px solid white;\">\n", + "<tr>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Client</h3>\n", + "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n", + " <li><b>Scheduler: </b>tcp://127.0.0.1:43319</li>\n", + " <li><b>Dashboard: </b><a href='/user/b381185/levante-spawner-preset//proxy/8787/status' target='_blank'>/user/b381185/levante-spawner-preset//proxy/8787/status</a></li>\n", + "</ul>\n", + "</td>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Cluster</h3>\n", + "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n", + " <li><b>Workers: </b>16</li>\n", + " <li><b>Cores: </b>256</li>\n", + " <li><b>Memory: </b>252.72 GB</li>\n", + "</ul>\n", + "</td>\n", + "</tr>\n", + "</table>" + ], + "text/plain": [ + "<Client: 'tcp://127.0.0.1:43319' processes=16 threads=256, memory=252.72 GB>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import dask\n", + "from dask.distributed import Client, progress, wait\n", + "dask.config.config.get('distributed').get('dashboard').update({'link':'{JUPYTERHUB_SERVICE_PREFIX}/proxy/{port}/status'})\n", + "client = Client()\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "b54d56a2-732a-41c8-b030-41e1bbf7542b", + "metadata": {}, + "source": [ + "## 2- Loading datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "25f15e36-be39-4756-ac4d-c8c1e79cabc5", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading datasets for the 4 simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "939ec90c-4d26-4103-b148-40c1b292a43c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n", + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# all libradtrn calculations \n", + "def load_simulations(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d','mysti','mcipa']:#,'nca']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01']: # simulations with Fu for ice param\n", + " if solver in ['mysti','mcipa']:\n", + " ds = xr.open_mfdataset(path+'ds_librad_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " else:\n", + " ds = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " ds.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds)\n", + " return ds_list \n", + "#-------------------------------------\n", + "ds_lib1=load_simulations(0)\n", + "ds_lib2=load_simulations(1)\n", + "ds_lib3=load_simulations(2)\n", + "ds_lib4=load_simulations(3)\n", + "#-------------------------------------\n", + "# libradtrn simulations with homogenized \n", + "def load_simulations1(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01']: # simulations with ice param of Fu (1998)\n", + " #--------------------------------------------------\n", + " # delta-eddington two-stream using homogenized clouds \n", + " # with 2.5 km horizontal resolution\n", + " ds1 = xr.open_mfdataset(path+'ds_librad_dl_*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + " ds1.attrs['sim_name'] = 'ds_librad_dl_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds1)\n", + " #--------------------------------------------------\n", + " # delta-eddington two-stream using homogenized clouds with fractions \n", + " # at 2.5 km horizontal resolution\n", + " ds2 = xr.open_mfdataset(path+'ds_librad_cg_*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + " ds2.attrs['sim_name'] = 'ds_librad_cg_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds2)\n", + " return ds_list \n", + "#-------------------------------------\n", + "tmp1=load_simulations1(0)\n", + "tmp2=load_simulations1(1)\n", + "tmp3=load_simulations1(2)\n", + "tmp4=load_simulations1(3)\n", + "\n", + "## add to the original datasets \n", + "\n", + "ds_lib1.append(tmp1[0])\n", + "ds_lib1.append(tmp1[1])\n", + "ds_lib1.append(tmp1[2])\n", + "ds_lib1.append(tmp1[3])\n", + "\n", + "ds_lib2.append(tmp2[0])\n", + "ds_lib2.append(tmp2[1])\n", + "ds_lib2.append(tmp2[2])\n", + "ds_lib2.append(tmp2[3])\n", + "\n", + "ds_lib3.append(tmp3[0])\n", + "ds_lib3.append(tmp3[1])\n", + "ds_lib3.append(tmp3[2])\n", + "ds_lib3.append(tmp3[3])\n", + "\n", + "ds_lib4.append(tmp4[0])\n", + "ds_lib4.append(tmp4[1])\n", + "ds_lib4.append(tmp4[2])\n", + "ds_lib4.append(tmp4[3])\n", + "#-------------------------------------\n", + "# libradtrn simulation using other ice parametrization\n", + "def load_simulations3(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['02']: # simulations with Baum_ghm for ice param \n", + " ds = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " ds.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds)\n", + " return ds_list \n", + "#-------------------------------------\n", + "tmp22=load_simulations3(1)\n", + "tmp33=load_simulations3(2)\n", + "tmp44=load_simulations3(3)\n", + "#-------------------------------------\n", + "## add to the original datasets \n", + "ds_lib2.append(tmp22[0])\n", + "ds_lib2.append(tmp22[1])\n", + "ds_lib3.append(tmp33[0])\n", + "ds_lib3.append(tmp33[1])\n", + "ds_lib4.append(tmp44[0])\n", + "ds_lib4.append(tmp44[1])\n", + "\n", + "## height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "z_fl = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km\n", + "# select between index 0:140\n", + "z_fl2 = z_fl[10:150][::-1]\n", + "\n", + "\n", + "# loading remmapped density for weight vertical mean\n", + "ds_ico1 = xr.open_mfdataset('/work/bb1135/icon_output/'+list(simdict.keys())[0]+'/input4libradtran/icon_rho*.nc',\n", + " concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + "ds_ico2 = xr.open_mfdataset('/work/bb1135/icon_output/'+list(simdict.keys())[1]+'/input4libradtran/icon_rho*.nc',\n", + " concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + "ds_ico3 = xr.open_mfdataset('/work/bb1135/icon_output/'+list(simdict.keys())[2]+'/input4libradtran/icon_rho*.nc',\n", + " concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + "ds_ico4 = xr.open_mfdataset('/work/bb1135/icon_output/'+list(simdict.keys())[3]+'/input4libradtran/icon_rho*.nc',\n", + " concat_dim='time',combine='nested').isel(height=slice(0,140))" + ] + }, + { + "cell_type": "markdown", + "id": "f2c9f089-8ef6-45b9-a78d-3ceaf518966a", + "metadata": {}, + "source": [ + "## 3- Derving CRH uncertainties\n", + "### 3.1 -Domain and time mean" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "64732bcc-17a7-4392-aaf1-275c6fe1da97", + "metadata": {}, + "outputs": [], + "source": [ + "# loop over libradtran simulations and compute domain and time mean of CRH\n", + "# we also exclude the lateral booundray points in our analysis\n", + "for i in range(12):\n", + " if i in range(0,6):\n", + " ds_lib1[i]['ddt_radlw_mean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(10,ds_lib1[i].lon.size-10),lat=slice(5,ds_lib1[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " \n", + " elif i in range(6,10):\n", + " ds_lib1[i]['ddt_radlw_mean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(1,ds_lib1[i].lon.size-1),lat=slice(1,ds_lib1[i].lat.size-1)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(1,ds_lib2[i].lon.size-1),lat=slice(1,ds_lib2[i].lat.size-1)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(1,ds_lib3[i].lon.size-1),lat=slice(1,ds_lib3[i].lat.size-1)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(1,ds_lib4[i].lon.size-1),lat=slice(1,ds_lib4[i].lat.size-1)).mean(dim=['lat','lon','time']).compute()\n", + " \n", + " else:\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + "\n", + "# compute domain and time mean of density \n", + "p1 = ds_ico1['rho'].isel(lon=slice(10,ds_ico1.lon.size-10),lat=slice(5,ds_ico1.lat.size-5)).mean(dim=['lat','lon','time']).compute()\n", + "p2 = ds_ico2['rho'].isel(lon=slice(10,ds_ico2.lon.size-10),lat=slice(5,ds_ico2.lat.size-5)).mean(dim=['lat','lon','time']).compute() \n", + "p3 = ds_ico3['rho'].isel(lon=slice(10,ds_ico3.lon.size-10),lat=slice(5,ds_ico3.lat.size-5)).mean(dim=['lat','lon','time']).compute() \n", + "p4 = ds_ico4['rho'].isel(lon=slice(10,ds_ico4.lon.size-10),lat=slice(5,ds_ico4.lat.size-5)).mean(dim=['lat','lon','time']).compute() " + ] + }, + { + "cell_type": "markdown", + "id": "4742f7ba-a19c-468b-9e88-eabc8f77e4a9", + "metadata": {}, + "source": [ + "### 3.2 absolute diff and weighted vertical mean" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "92002cf4-a3c5-413e-969e-4606d0ab8b3a", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating root square of CRH differences and weighted vertical mean in vertical intervals of 2 km\n", + "def crh_uncertainty(ds,p):\n", + " \n", + " # mean absolute error\n", + " td_er_lw = np.abs((ds[2]['ddt_radlw_mean'] - ds[4]['ddt_radlw_mean']).values) # 3D cloud radiative effects\n", + " td_er_sw = np.abs((ds[3]['ddt_radlw_mean'] - ds[5]['ddt_radlw_mean']).values) # 3D cloud radiative effects\n", + "\n", + " ho_er_lw = np.abs((ds[6]['ddt_radlw_mean'] - ds[0]['ddt_radlw_mean']).values) # unresolved cloud horizontal heterogeneity and cloud overlap\n", + " ho_er_sw = np.abs((ds[8]['ddt_radlw_mean'] - ds[1]['ddt_radlw_mean']).values) # unresolved cloud horizontal heterogeneity and cloud overlap\n", + "\n", + " hl_er_lw = np.abs((ds[7]['ddt_radlw_mean'] - ds[0]['ddt_radlw_mean']).values) # unresolved cloud horizontal heterogeneity \n", + " hl_er_sw = np.abs((ds[9]['ddt_radlw_mean'] - ds[1]['ddt_radlw_mean']).values) # unresolved cloud horizontal heterogeneity\n", + " \n", + " if ds == ds_lib1:\n", + " ic_er_lw = ho_er_lw*0.0 \n", + " ic_er_sw = ho_er_lw*0.0 \n", + " else:\n", + " ic_er_lw = np.abs((ds[0]['ddt_radlw_mean'] - ds[10]['ddt_radlw_mean']).values) # ice-optical parameterization\n", + " ic_er_sw = np.abs((ds[1]['ddt_radlw_mean'] - ds[11]['ddt_radlw_mean']).values) # ice-optical parameterization\n", + "\n", + " # thickness for weight vertical mean \n", + " dp = np.zeros((140))\n", + " dp[1:-1] = (p[2:] - p[:-2]) \n", + " dp[0] = (p[1] - p[0]) \n", + " dp[-1] = (p[-1] - p[-2])\n", + " dp = dp[::-1]\n", + "\n", + " ######## longwave ##########\n", + " # 3D cloud radiative effects\n", + " unc_3d_lw = np.array([((td_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((td_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((td_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((td_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((td_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((td_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity and cloud overlap\n", + " unc_ho_lw = np.array([((ho_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ho_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ho_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ho_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ho_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ho_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity \n", + " unc_hl_lw = np.array([((hl_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((hl_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((hl_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((hl_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((hl_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((hl_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # ice-optical parameterization\n", + " unc_ic_lw = np.array([((ic_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ic_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ic_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ic_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ic_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ic_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + "\n", + " ######## shortwave #########\n", + " # 3D cloud radiative effects\n", + " unc_3d_sw = np.array([((td_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((td_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((td_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((td_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((td_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((td_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity and cloud overlap\n", + " unc_ho_sw = np.array([((ho_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ho_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ho_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ho_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ho_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ho_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity \n", + " unc_hl_sw = np.array([((hl_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((hl_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((hl_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((hl_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((hl_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((hl_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # ice-optical parameterization\n", + " unc_ic_sw = np.array([((ic_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ic_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ic_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ic_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ic_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ic_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " return unc_3d_lw, unc_ho_lw, unc_hl_lw, unc_ic_lw, unc_3d_sw, unc_ho_sw, unc_hl_sw, unc_ic_sw" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "74a948c9-d19d-46ec-8ba1-21717d85667e", + "metadata": {}, + "outputs": [], + "source": [ + "# calling the function\n", + "d1_unc_3d_lw, d1_unc_ho_lw, d1_unc_hl_lw, d1_unc_ic_lw, d1_unc_3d_sw, d1_unc_ho_sw, d1_unc_hl_sw, d1_unc_ic_sw = crh_uncertainty(ds_lib1,p1.values)\n", + "d2_unc_3d_lw, d2_unc_ho_lw, d2_unc_hl_lw, d2_unc_ic_lw, d2_unc_3d_sw, d2_unc_ho_sw, d2_unc_hl_sw, d2_unc_ic_sw = crh_uncertainty(ds_lib2,p2.values)\n", + "d3_unc_3d_lw, d3_unc_ho_lw, d3_unc_hl_lw, d3_unc_ic_lw, d3_unc_3d_sw, d3_unc_ho_sw, d3_unc_hl_sw, d3_unc_ic_sw = crh_uncertainty(ds_lib3,p3.values)\n", + "d4_unc_3d_lw, d4_unc_ho_lw, d4_unc_hl_lw, d4_unc_ic_lw, d4_unc_3d_sw, d4_unc_ho_sw, d4_unc_hl_sw, d4_unc_ic_sw = crh_uncertainty(ds_lib4,p4.values)\n", + "\n", + "# deriving total uncertainties\n", + "d1_unc_3d_nt = d1_unc_3d_lw + d1_unc_3d_sw ; d1_unc_ho_nt = d1_unc_ho_lw + d1_unc_ho_sw ; d1_unc_hl_nt = d1_unc_hl_lw + d1_unc_hl_sw ; d1_unc_ic_nt = d1_unc_ic_lw + d1_unc_ic_sw\n", + "d2_unc_3d_nt = d2_unc_3d_lw + d2_unc_3d_sw ; d2_unc_ho_nt = d2_unc_ho_lw + d2_unc_ho_sw ; d2_unc_hl_nt = d2_unc_hl_lw + d2_unc_hl_sw ; d2_unc_ic_nt = d2_unc_ic_lw + d2_unc_ic_sw\n", + "d3_unc_3d_nt = d3_unc_3d_lw + d3_unc_3d_sw ; d3_unc_ho_nt = d3_unc_ho_lw + d3_unc_ho_sw ; d3_unc_hl_nt = d3_unc_hl_lw + d3_unc_hl_sw ; d3_unc_ic_nt = d3_unc_ic_lw + d3_unc_ic_sw\n", + "d4_unc_3d_nt = d4_unc_3d_lw + d4_unc_3d_sw ; d4_unc_ho_nt = d4_unc_ho_lw + d4_unc_ho_sw ; d4_unc_hl_nt = d4_unc_hl_lw + d4_unc_hl_sw ; d4_unc_ic_nt = d4_unc_ic_lw + d1_unc_ic_sw" + ] + }, + { + "cell_type": "markdown", + "id": "f5a483de-2599-46a4-923f-932309dd5663", + "metadata": {}, + "source": [ + "## 4- Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "20ea67e5-e3de-4b97-90c1-c23ad982c9b5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x720 with 12 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# height intervals\n", + "h1 = np.arange(0,6,1)\n", + "\n", + "fig, axes = plt.subplots(nrows=3, ncols=4, figsize=(20, 10)) \n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " \n", + " ############################################################\n", + " ####### Longwave ###########################################\n", + " ############################################################\n", + " if i == 0:\n", + "\n", + " ax.barh(h1, d1_unc_3d_lw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d1_unc_ho_lw, color='#4363d8', left=d1_unc_3d_lw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d1_unc_hl_lw, color='#f58231', left=d1_unc_3d_lw+d1_unc_ho_lw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d1_unc_ic_lw, color='#e6194B', left=d1_unc_3d_lw+d1_unc_ho_lw+d1_unc_hl_lw, label='Ice-optical parameterization')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.legend(frameon=False)\n", + " ax.set_title('Shallow cumulus', fontsize=15,pad=35)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " \n", + " ax.set_xlim([0.,1.5])\n", + " ax.spines['bottom'].set_bounds(0,1.5)\n", + " ax.set_xticks(np.linspace(0,1.5,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " #ax.text(0.05, 5.2, '3D effects', color = '#42d4f4', size=12, va=\"top\")\n", + " #ax.text(0.05, 4.5, 'Unresoved cloud horizontal heterogeneity\\nand vertical overlap', color='#4363d8', size=12, va=\"top\")\n", + " #ax.text(0.05, 3.2, 'Unresoved cloud horizontal heterogeneity', color='#f58231', size=12, va=\"top\")\n", + " #ax.text(0.05, 2.5, 'Ice-optical parameterization', color='#e6194B', size=12, va=\"top\")\n", + " \n", + " ax.text(0.05, 5.2, '3D effects', color = '#42d4f4', size=12, va=\"top\")\n", + " ax.text(0.05, 4.5, 'Cloud horizontal heterogeneity,\\nwithout overlap assumption', color='#4363d8', size=12, va=\"top\")\n", + " ax.text(0.05, 3.2, 'Cloud horizontal heterogeneity,\\nwith overlap assumption', color='#f58231', size=12, va=\"top\")\n", + " ax.text(0.05, 1.9, 'Ice-optical parameterization', color='#e6194B', size=12, va=\"top\")\n", + " \n", + " if i == 1:\n", + "\n", + " ax.barh(h1, d2_unc_3d_lw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d2_unc_ho_lw, color='#4363d8', left=d2_unc_3d_lw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d2_unc_hl_lw, color='#f58231', left=d2_unc_3d_lw+d2_unc_ho_lw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d2_unc_ic_lw, color='#e6194B', left=d2_unc_3d_lw+d2_unc_ho_lw+d2_unc_hl_lw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " ax.set_title('WCB ascent', fontsize=15,pad=35)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks( np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 2:\n", + "\n", + " ax.barh(h1, d3_unc_3d_lw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d3_unc_ho_lw, color='#4363d8', left=d3_unc_3d_lw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d3_unc_hl_lw, color='#f58231', left=d3_unc_3d_lw+d3_unc_ho_lw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d3_unc_ic_lw, color='#e6194B', left=d3_unc_3d_lw+d3_unc_ho_lw+d3_unc_hl_lw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " ax.set_title('WCB cyclonic outflow', fontsize=15,pad=35)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks( np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(g)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " if i == 3:\n", + "\n", + " ax.barh(h1, d4_unc_3d_lw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d4_unc_ho_lw, color='#4363d8', left=d4_unc_3d_lw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d4_unc_hl_lw, color='#f58231', left=d4_unc_3d_lw+d4_unc_ho_lw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d4_unc_ic_lw, color='#e6194B', left=d4_unc_3d_lw+d4_unc_ho_lw+d4_unc_hl_lw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=35)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks( np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(j)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ############################################################\n", + " ####### Shortwave ##########################################\n", + " ############################################################\n", + " \n", + " if i == 4:\n", + "\n", + " ax.barh(h1, d1_unc_3d_sw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d1_unc_ho_sw, color='#4363d8', left=d1_unc_3d_sw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d1_unc_hl_sw, color='#f58231', left=d1_unc_3d_sw+d1_unc_ho_sw, label='Horizontal heterogeneity and vertical overlap')\n", + " #ax.barh(h1, d1_unc_ic_sw, color='#e6194B', left=d1_unc_3d_sw+d1_unc_ho_sw+d1_unc_hl_sw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " \n", + " ax.set_xlim([0.0,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks(np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 5:\n", + "\n", + " ax.barh(h1, d2_unc_3d_sw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d2_unc_ho_sw, color='#4363d8', left=d2_unc_3d_sw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d2_unc_hl_sw, color='#f58231', left=d2_unc_3d_sw+d2_unc_ho_sw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d2_unc_ic_sw, color='#e6194B', left=d2_unc_3d_sw+d2_unc_ho_sw+d2_unc_hl_sw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks(np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(e)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 6:\n", + "\n", + " ax.barh(h1, d3_unc_3d_sw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d3_unc_ho_sw, color='#4363d8', left=d3_unc_3d_sw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d3_unc_hl_sw, color='#f58231', left=d3_unc_3d_sw+d3_unc_ho_sw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d3_unc_ic_sw, color='#e6194B', left=d3_unc_3d_sw+d3_unc_ho_sw+d3_unc_hl_sw, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks(np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(h)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " if i == 7:\n", + "\n", + " ax.barh(h1, d4_unc_3d_sw, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d4_unc_ho_sw, color='#4363d8', left=d4_unc_3d_sw, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d4_unc_hl_sw, color='#f58231', left=d4_unc_3d_sw+d4_unc_ho_sw, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d4_unc_ic_sw, color='#e6194B', left=d4_unc_3d_sw+d4_unc_ho_sw+d4_unc_hl_sw, label='Ice-optical pa')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " #ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,0.6])\n", + " ax.spines['bottom'].set_bounds(0,0.6)\n", + " ax.set_xticks(np.linspace(0,0.6,7))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(k)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ############################################################\n", + " ####### Net###### ##########################################\n", + " ############################################################\n", + " \n", + " if i == 8:\n", + "\n", + " ax.barh(h1, d1_unc_3d_nt, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d1_unc_ho_nt, color='#4363d8', left=d1_unc_3d_nt, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d1_unc_hl_nt, color='#f58231', left=d1_unc_3d_nt+d1_unc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " #ax.barh(h1, d1_unc_ic_nt, color='#e6194B', left=d1_unc_3d_nt+d1_unc_ho_nt+d1_unc_hl_nt, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " \n", + " ax.set_xlim([0.,2])\n", + " ax.spines['bottom'].set_bounds(0,2)\n", + " ax.set_xticks(np.linspace(0,2,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " #table = ax.table(cellText=d1_df.values, colLabels=None, loc='center',bbox=[0, -1.5, 1, 1],rowLabels=d1_df.index,colColours=ccolors)\n", + " #table.auto_set_font_size(False)\n", + " #table.set_fontsize(13)\n", + " #table.scale(1, 1)\n", + " #cellDict = table.get_celld()\n", + " #cellDict[(0,0)].set_height(0.01);cellDict[(0,1)].set_height(0.01);cellDict[(0,2)].set_height(0.01);cellDict[(0,3)].set_height(0.01)\n", + " \n", + " if i == 9:\n", + "\n", + " ax.barh(h1, d2_unc_3d_nt, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d2_unc_ho_nt, color='#4363d8', left=d2_unc_3d_nt, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d2_unc_hl_nt, color='#f58231', left=d2_unc_3d_nt+d2_unc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d2_unc_ic_nt, color='#e6194B', left=d2_unc_3d_nt+d2_unc_ho_nt+d2_unc_hl_nt, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,1])\n", + " ax.spines['bottom'].set_bounds(0,1)\n", + " ax.set_xticks(np.linspace(0,1,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(f)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " #table = ax.table(cellText=d2_df.values, colLabels=None, loc='center',bbox=[0, -1.5, 1, 1],colColours=ccolors)\n", + " #table.auto_set_font_size(False)\n", + " #table.set_fontsize(13)\n", + " #table.scale(1, 1)\n", + " #cellDict = table.get_celld()\n", + " #cellDict[(0,0)].set_height(0.01);cellDict[(0,1)].set_height(0.01);cellDict[(0,2)].set_height(0.01);cellDict[(0,3)].set_height(0.01)\n", + " \n", + " if i == 10:\n", + "\n", + " ax.barh(h1, d3_unc_3d_nt, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d3_unc_ho_nt, color='#4363d8', left=d3_unc_3d_nt, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d3_unc_hl_nt, color='#f58231', left=d3_unc_3d_nt+d3_unc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d3_unc_ic_nt, color='#e6194B', left=d3_unc_3d_nt+d3_unc_ho_nt+d3_unc_hl_nt, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,1])\n", + " ax.spines['bottom'].set_bounds(0,1)\n", + " ax.set_xticks(np.linspace(0,1,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(i)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " #table = ax.table(cellText=d3_df.values, colLabels=None, loc='center',bbox=[0, -1.5, 1, 1],colColours=ccolors)\n", + " #table.auto_set_font_size(False)\n", + " #table.set_fontsize(13)\n", + " #table.scale(1, 1)\n", + " #cellDict = table.get_celld()\n", + " #cellDict[(0,0)].set_height(0.01);cellDict[(0,1)].set_height(0.01);cellDict[(0,2)].set_height(0.01);cellDict[(0,3)].set_height(0.01)\n", + " \n", + " if i == 11:\n", + "\n", + " ax.barh(h1, d4_unc_3d_nt, color='#42d4f4', label='3D effetcs')\n", + " ax.barh(h1, d4_unc_ho_nt, color='#4363d8', left=d4_unc_3d_nt, label='Horizontal heterogeneity')\n", + " ax.barh(h1, d4_unc_hl_nt, color='#f58231', left=d4_unc_3d_nt+d4_unc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d4_unc_ic_nt, color='#e6194B', left=d4_unc_3d_nt+d4_unc_ho_nt+d4_unc_hl_nt, label='Ice optical properties')\n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_xlabel('CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.0,1])\n", + " ax.spines['bottom'].set_bounds(0,1)\n", + " ax.set_xticks(np.linspace(0,1,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + "\n", + " ax.text(0.0, 1.03, '(l)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " #table = ax.table(cellText=d4_df.values, colLabels=None, loc='center',bbox=[0, -1.5, 1, 1],colColours=ccolors)\n", + " #table.auto_set_font_size(False)\n", + " #table.set_fontsize(13)\n", + " #table.scale(1, 1)\n", + " #cellDict = table.get_celld()\n", + " #cellDict[(0,0)].set_height(0.01);cellDict[(0,1)].set_height(0.01);cellDict[(0,2)].set_height(0.01);cellDict[(0,3)].set_height(0.01)\n", + "\n", + " \n", + " i = i + 1 \n", + "\n", + "fig.subplots_adjust(wspace=0.12,hspace=0.55)\n", + "\n", + "plt.text(.5, 0.91, 'Longwave', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.63, 'Shortwave', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.34, 'Net', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "\n", + "#plt.text((crh_unc_1[0]+crh_unc_2[0])/2,0,\"{:.1f}\".format(per2[0]))\n", + "#plt.text((crh_unc_1[0]+crh_unc_2[0]+crh_unc_3[0])/2,0,\"{:.1f}\".format(per3[0]))\n", + "\n", + "plt.savefig('figure10.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure10.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "markdown", + "id": "00144a61-0fe2-49ed-8eb4-0a3769eb170b", + "metadata": {}, + "source": [ + "## 5- Mean absolute error based on local values\n", + "### 5.1 coarse-graining of LEM CRH" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "77e231f6-d1ba-4410-b0b2-66586306f1b9", + "metadata": {}, + "outputs": [], + "source": [ + "# domain #1\n", + "temp1 = ds_lib1[0]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib1[0]['ddt_radlw_cg'] = temp1.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "temp2 = ds_lib1[1]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib1[1]['ddt_radlw_cg'] = temp2.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "# domain #2\n", + "temp3 = ds_lib2[0]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib2[0]['ddt_radlw_cg'] = temp3.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "temp4 = ds_lib2[1]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib2[1]['ddt_radlw_cg'] = temp4.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "# domain #3\n", + "temp5 = ds_lib3[0]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib3[0]['ddt_radlw_cg'] = temp5.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "temp6 = ds_lib3[1]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib3[1]['ddt_radlw_cg'] = temp6.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "# domain #4\n", + "temp7 = ds_lib4[0]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib4[0]['ddt_radlw_cg'] = temp7.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()\n", + "\n", + "temp8 = ds_lib4[1]['ddt_radlw'].groupby_bins(\"lon\",bins=246).mean(dim=\"lon\").compute()\n", + "ds_lib4[1]['ddt_radlw_cg'] = temp8.groupby_bins(\"lat\",bins=198).mean(dim=\"lat\").compute()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "1a2ce4d0-723b-4790-9335-1dca8e79bd03", + "metadata": {}, + "outputs": [], + "source": [ + "# calculating root square of CRH differences and weighted vertical mean in intervals of 2 km\n", + "def crh_uncertainty2(ds,p):\n", + " \n", + " # mean absolute error\n", + " ho_er_lw = (((np.abs((ds[6]['ddt_radlw'].values - ds[0]['ddt_radlw_cg'].values)[:,1:245,1:197,:])).sum(axis=(1,2)))/(ds[6].lon.size*ds[6].lat.size)).mean(axis=0)\n", + " ho_er_sw = (((np.abs((ds[8]['ddt_radlw'].values - ds[1]['ddt_radlw_cg'].values)[:,1:245,1:197,:])).sum(axis=(1,2)))/(ds[6].lon.size*ds[6].lat.size)).mean(axis=0)\n", + "\n", + " hl_er_lw = (((np.abs((ds[7]['ddt_radlw'].values - ds[0]['ddt_radlw_cg'].values)[:,1:245,1:197,:])).sum(axis=(1,2)))/(ds[6].lon.size*ds[6].lat.size)).mean(axis=0)\n", + " hl_er_sw = (((np.abs((ds[9]['ddt_radlw'].values - ds[1]['ddt_radlw_cg'].values)[:,1:245,1:197,:])).sum(axis=(1,2)))/(ds[6].lon.size*ds[6].lat.size)).mean(axis=0)\n", + " \n", + " if ds == ds_lib1:\n", + " ic_er_lw = ho_er_lw*0.0 \n", + " ic_er_sw = ho_er_sw*0.0 \n", + " else:\n", + " ic_er_lw = (((np.abs((ds[0]['ddt_radlw'].values - ds[10]['ddt_radlw'].values)[:,10:2054,5:1681,:])).sum(axis=(1,2)))/(ds[0].lon.size*ds[0].lat.size)).mean(axis=0)\n", + " ic_er_sw = (((np.abs((ds[1]['ddt_radlw'].values - ds[11]['ddt_radlw'].values)[:,10:2054,5:1681,:])).sum(axis=(1,2)))/(ds[0].lon.size*ds[0].lat.size)).mean(axis=0)\n", + "\n", + " # weight vertical integral \n", + " dp = np.zeros((140))\n", + " dp[1:-1] = (p[2:] - p[:-2]) \n", + " dp[0] = (p[1] - p[0]) \n", + " dp[-1] = (p[-1] - p[-2])\n", + " dp = dp[::-1]\n", + "\n", + " ######## longwave ##########\n", + " # unresolved cloud horizontal heterogeneity and cloud overlap\n", + " unc_ho_lw = np.array([((ho_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ho_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ho_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ho_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ho_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ho_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity \n", + " unc_hl_lw = np.array([((hl_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((hl_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((hl_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((hl_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((hl_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((hl_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # ice-optical parameterization\n", + " unc_ic_lw = np.array([((ic_er_lw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ic_er_lw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ic_er_lw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ic_er_lw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ic_er_lw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ic_er_lw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + "\n", + " ######## shortwave #########\n", + " # unresolved cloud horizontal heterogeneity and cloud overlap\n", + " unc_ho_sw = np.array([((ho_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ho_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ho_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ho_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ho_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ho_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # unresolved cloud horizontal heterogeneity \n", + " unc_hl_sw = np.array([((hl_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((hl_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((hl_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((hl_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((hl_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((hl_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " # ice-optical parameterization\n", + " unc_ic_sw = np.array([((ic_er_sw[0:28] *dp[0:28]).sum()) /(dp[0:28].sum()),\n", + " ((ic_er_sw[28:45]*dp[28:45]).sum())/(dp[28:45].sum()),\n", + " ((ic_er_sw[45:59]*dp[45:59]).sum())/(dp[45:59].sum()),\n", + " ((ic_er_sw[59:71]*dp[59:71]).sum())/(dp[59:71].sum()),\n", + " ((ic_er_sw[71:82]*dp[71:82]).sum())/(dp[71:82].sum()),\n", + " ((ic_er_sw[82:92]*dp[82:92]).sum())/(dp[82:92].sum())])\n", + " \n", + " return unc_ho_lw, unc_hl_lw, unc_ic_lw, unc_ho_sw, unc_hl_sw, unc_ic_sw" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0a7f9ddc-2d0d-420e-bf7b-30b8ac5c9343", + "metadata": {}, + "outputs": [], + "source": [ + "# calling the function\n", + "d1_lunc_ho_lw, d1_lunc_hl_lw, d1_lunc_ic_lw, d1_lunc_ho_sw, d1_lunc_hl_sw, d1_lunc_ic_sw = crh_uncertainty2(ds_lib1,p1.values)\n", + "d2_lunc_ho_lw, d2_lunc_hl_lw, d2_lunc_ic_lw, d2_lunc_ho_sw, d2_lunc_hl_sw, d2_lunc_ic_sw = crh_uncertainty2(ds_lib2,p2.values)\n", + "d3_lunc_ho_lw, d3_lunc_hl_lw, d3_lunc_ic_lw, d3_lunc_ho_sw, d3_lunc_hl_sw, d3_lunc_ic_sw = crh_uncertainty2(ds_lib3,p3.values)\n", + "d4_lunc_ho_lw, d4_lunc_hl_lw, d4_lunc_ic_lw, d4_lunc_ho_sw, d4_lunc_hl_sw, d4_lunc_ic_sw = crh_uncertainty2(ds_lib4,p4.values)\n", + "\n", + "# deriving total uncertainties\n", + "d1_lunc_ho_nt = d1_lunc_ho_lw + d1_lunc_ho_sw ; d1_lunc_hl_nt = d1_lunc_hl_lw + d1_lunc_hl_sw ; d1_lunc_ic_nt = d1_lunc_ic_lw + d1_lunc_ic_sw\n", + "d2_lunc_ho_nt = d2_lunc_ho_lw + d2_lunc_ho_sw ; d2_lunc_hl_nt = d2_lunc_hl_lw + d2_lunc_hl_sw ; d2_lunc_ic_nt = d2_lunc_ic_lw + d2_lunc_ic_sw\n", + "d3_lunc_ho_nt = d3_lunc_ho_lw + d3_lunc_ho_sw ; d3_lunc_hl_nt = d3_lunc_hl_lw + d3_lunc_hl_sw ; d3_lunc_ic_nt = d3_lunc_ic_lw + d3_lunc_ic_sw\n", + "d4_lunc_ho_nt = d4_lunc_ho_lw + d4_lunc_ho_sw ; d4_lunc_hl_nt = d4_lunc_hl_lw + d4_lunc_hl_sw ; d4_lunc_ic_nt = d4_lunc_ic_lw + d1_lunc_ic_sw" + ] + }, + { + "cell_type": "markdown", + "id": "99869967-2fbd-4f4a-861c-133c6ef9dc52", + "metadata": {}, + "source": [ + "### 5.3 Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "6e84b629-3d7d-4cd5-b760-ee38bd17d646", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x216 with 4 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# height intervals\n", + "h1 = np.arange(0,6,1)\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(20, 3)) \n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " \n", + " ############################################################\n", + " ####### Net###### ##########################################\n", + " ############################################################\n", + " \n", + " if i == 0:\n", + "\n", + " ax.barh(h1, d1_lunc_ho_nt, color='#4363d8', label='Horizontal heterogeneity')\n", + " ax.barh(h1, d1_lunc_hl_nt, color='#f58231', left=d1_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " #ax.barh(h1, d1_lunc_ic_nt, color='#e6194B', left=d1_lunc_3d_nt+d1_lunc_ho_nt+d1_lunc_hl_nt, label='Ice optical properties')\n", + " \n", + " ax.barh(h1, d1_unc_ho_nt, edgecolor='k', label='Horizontal heterogeneity',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d1_unc_hl_nt, edgecolor='k', left=d1_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " ax.set_xlabel('Net CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + " ax.set_title('Shallow cumulus', fontsize=15)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " \n", + " ax.set_xlim([0.,10])\n", + " ax.spines['bottom'].set_bounds(0,10)\n", + " ax.set_xticks(np.linspace(0,10,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + "\n", + " ax.text(0.4, 4.5, 'Cloud horizontal heterogeneity,\\nwithout overlap assumption', color='#4363d8', size=12, va=\"top\")\n", + " ax.text(0.4, 3.2, 'Cloud horizontal heterogeneity,\\nwith overlap assumption', color='#f58231', size=12, va=\"top\")\n", + " ax.text(0.4, 1.9, 'Ice-optical parameterization', color='#e6194B', size=12, va=\"top\")\n", + " \n", + "\n", + " #ax.text(0.3, 4.5, 'Unresoved cloud horizontal heterogeneity\\nand vertical overlap', color='#4363d8', size=12, va=\"top\")\n", + " #ax.text(0.3, 3.2, 'Unresoved cloud horizontal heterogeneity', color='#f58231', size=12, va=\"top\")\n", + " #ax.text(0.3, 2.5, 'Ice-optical parameterization', color='#e6194B', size=12, va=\"top\")\n", + " \n", + " if i == 1:\n", + "\n", + " ax.barh(h1, d2_lunc_ho_nt, color='#4363d8', label='Horizontal heterogeneity')\n", + " ax.barh(h1, d2_lunc_hl_nt, color='#f58231', left=d2_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d2_lunc_ic_nt, color='#e6194B', left=d2_lunc_ho_nt+d2_lunc_hl_nt, label='Ice optical properties')\n", + " \n", + " ax.barh(h1, d2_unc_ho_nt, edgecolor='k', label='Horizontal heterogeneity',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d2_unc_hl_nt, edgecolor='k', left=d2_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d2_unc_ic_nt, edgecolor='k', left=d2_lunc_ho_nt+d2_lunc_hl_nt, label='Ice optical properties',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " ax.set_xlabel('Net CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + " ax.set_title('WCB ascent', fontsize=15)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.,5])\n", + " ax.spines['bottom'].set_bounds(0,5)\n", + " ax.set_xticks(np.linspace(0,5,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " if i == 2:\n", + "\n", + "\n", + " ax.barh(h1, d3_lunc_ho_nt, color='#4363d8', label='Horizontal heterogeneity')\n", + " ax.barh(h1, d3_lunc_hl_nt, color='#f58231', left=d3_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d3_lunc_ic_nt, color='#e6194B', left=d3_lunc_ho_nt+d3_lunc_hl_nt, label='Ice optical properties')\n", + " \n", + " ax.barh(h1, d3_unc_ho_nt, edgecolor='k', label='Horizontal heterogeneity',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d3_unc_hl_nt, edgecolor='k', left=d3_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d3_unc_ic_nt, edgecolor='k', left=d3_lunc_ho_nt+d3_lunc_hl_nt, label='Ice optical properties',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_xlabel('Net CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + " ax.set_title('WCB cyclonic outflow', fontsize=15)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " \n", + " ax.text(0.0, 1.03, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_xlim([0.,4])\n", + " ax.spines['bottom'].set_bounds(0,4)\n", + " ax.set_xticks(np.linspace(0,4,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator) \n", + " \n", + " if i == 3:\n", + " \n", + " ax.barh(h1, d4_lunc_ho_nt, color='#4363d8', label='Horizontal heterogeneity')\n", + " ax.barh(h1, d4_lunc_hl_nt, color='#f58231', left=d4_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap')\n", + " ax.barh(h1, d4_lunc_ic_nt, color='#e6194B', left=d4_lunc_ho_nt+d4_lunc_hl_nt, label='Ice optical properties')\n", + " \n", + " ax.barh(h1, d4_unc_ho_nt, edgecolor='k', label='Horizontal heterogeneity',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d4_unc_hl_nt, edgecolor='k', left=d4_lunc_ho_nt, label='Horizontal heterogeneity and vertical overlap',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " ax.barh(h1, d4_unc_ic_nt, edgecolor='k', left=d4_lunc_ho_nt+d4_lunc_hl_nt, label='Ice optical properties',fill = False, hatch=\"//\",linewidth=1,height=0.75)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=11)\n", + " #ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_xlabel('Net CRH uncertainty (K day$^{-1}$)', fontsize=14)\n", + " #ax.set_ylabel('Height intervals (km)', fontsize=14)\n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15)\n", + "\n", + " ax.set_ylim([-0.5,5.5])\n", + " ax.spines['left'].set_bounds(-0.5,5.5)\n", + " ax.set_yticks([0,1,2,3,4,5])\n", + " ax.set_yticklabels(['0-2','2-4','4-6','6-8','8-10','10-12'])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_xlim([0.,2])\n", + " ax.spines['bottom'].set_bounds(0,2)\n", + " ax.set_xticks(np.linspace(0,2,6))\n", + " minor_locator = AutoMinorLocator(2)\n", + " ax.xaxis.set_minor_locator(minor_locator)\n", + " \n", + "\n", + " ax.text(0.0, 1.03, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " i = i + 1 \n", + "\n", + "fig.subplots_adjust(wspace=0.12,hspace=0.55)\n", + "\n", + "#plt.text(.5, 0.91, 'Longwave', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "#plt.text(.5, 0.63, 'Shortwave', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "#plt.text(.5, 0.34, 'Total', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "\n", + "#plt.text((crh_unc_1[0]+crh_unc_2[0])/2,0,\"{:.1f}\".format(per2[0]))\n", + "#plt.text((crh_unc_1[0]+crh_unc_2[0]+crh_unc_3[0])/2,0,\"{:.1f}\".format(per3[0]))\n", + "\n", + "plt.savefig('figure11.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure11.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3049f12b-2f60-49d8-9703-cb13196cae5f", + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] + }, + { + "cell_type": "markdown", + "id": "7e35dd8e-294a-4d97-98d0-79c3ade4045f", + "metadata": {}, + "source": [ + "## Latitude-longitude plots" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "8ea9fef3-f5ff-43b9-9e6a-53c9c8f7c64d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x1656 with 13 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=4, ncols=3, figsize=(15, 23))\n", + "i = 0\n", + "\n", + "## coordinates for plotting\n", + "lat = np.linspace(41,47,198)\n", + "lon = np.linspace(-1,5,246)\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " \n", + " if i == 0:\n", + " \n", + " im = ax.pcolor(lon,lat,ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.set_title(' Shortwave CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(a) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 1: \n", + "\n", + " ax.pcolor(lon,lat,ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.set_title(' Longwave CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(b) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 2:\n", + " \n", + " ax.pcolor(lon,lat,(ds_lib2[1]['ddt_radlw_cg']+ds_lib2[0]['ddt_radlw_cg'])[4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.set_title(' Total CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(c) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 3:\n", + " \n", + " ax.pcolor(lon,lat,ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(d) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 4:\n", + " \n", + " ax.pcolor(lon,lat,ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(e) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 5:\n", + " \n", + " ax.pcolor(lon,lat,(ds_lib2[6]['ddt_radlw']+ds_lib2[8]['ddt_radlw'])[4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(f) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 6:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,diffsw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(g) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 7:\n", + " \n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,difflw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(h) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 8:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values\n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values\n", + " diffnt = difflw + diffsw\n", + " ax.pcolor(lon,lat,diffnt,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(i) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 9:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[9]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,diffsw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(j) ', transform=ax.transAxes, \n", + " size=14)\n", + "\n", + " if i == 10:\n", + " \n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[7]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,difflw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(k) ', transform=ax.transAxes, \n", + " size=14)\n", + "\n", + " if i == 11:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[9]['ddt_radlw'][4,:,:,70].T.values\n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[7]['ddt_radlw'][4,:,:,70].T.values\n", + " diffnt = difflw + diffsw\n", + " ax.pcolor(lon,lat,diffnt,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(l) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " i = i + 1\n", + " \n", + "fig.subplots_adjust(wspace=0.1,hspace=0.2)\n", + "\n", + "cb_ax = fig.add_axes([0.92, 0.56, 0.015, 0.32]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im,cax=cb_ax,orientation='vertical',shrink=0.95,extend='both')\n", + "cbar.set_label(label='K day$^{-1}$', size='13',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=13)\n", + "\n", + "\n", + "plt.text(.5, 0.902, 'Coarse-grained LEM CRH', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.702, 'NWP CRH, grid-box clouds', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.502, 'Coarse-grained LEM CRH - NWP CRH, grid-box homogeneous clouds', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.302, 'Coarse-grained LEM CRH - NWP CRH, homogeneous clouds with fractional cloud cover ', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "\n", + "#plt.savefig('figure11.pdf', bbox_inches = 'tight')\n", + "plt.savefig('sfigure1.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "3f4b915f-cc93-43f8-aa08-76a89b0b2443", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x1656 with 13 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=4, ncols=3, figsize=(15, 23))\n", + "i = 0\n", + "\n", + "## coordinates for plotting\n", + "lat = np.linspace(41,47,198)\n", + "lon = np.linspace(-1,5,246)\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.set_xlim([0,1])\n", + " ax.set_ylim([41.5,42.5])\n", + " \n", + " if i == 0:\n", + " \n", + " im = ax.pcolor(lon,lat,ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.set_title(' Shortwave CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(a) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 1: \n", + "\n", + " ax.pcolor(lon,lat,ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.set_title(' Longwave CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(b) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 2:\n", + " \n", + " ax.pcolor(lon,lat,(ds_lib2[1]['ddt_radlw_cg']+ds_lib2[0]['ddt_radlw_cg'])[4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.set_title(' Total CRH', fontsize=14)\n", + " ax.text(0.0, 1.03, '(c) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 3:\n", + " \n", + " ax.pcolor(lon,lat,ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(d) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 4:\n", + " \n", + " ax.pcolor(lon,lat,ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(e) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 5:\n", + " \n", + " ax.pcolor(lon,lat,(ds_lib2[6]['ddt_radlw']+ds_lib2[8]['ddt_radlw'])[4,:,:,70].T.values,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(f) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 6:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,diffsw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(g) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 7:\n", + " \n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,difflw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(h) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 8:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[8]['ddt_radlw'][4,:,:,70].T.values\n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[6]['ddt_radlw'][4,:,:,70].T.values\n", + " diffnt = difflw + diffsw\n", + " ax.pcolor(lon,lat,diffnt,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(i) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 9:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[9]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,diffsw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_ylabel('Latitude', fontsize=14)\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(j) ', transform=ax.transAxes, \n", + " size=14)\n", + "\n", + " if i == 10:\n", + " \n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[7]['ddt_radlw'][4,:,:,70].T.values\n", + " ax.pcolor(lon,lat,difflw,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(k) ', transform=ax.transAxes, \n", + " size=14)\n", + "\n", + " if i == 11:\n", + " \n", + " diffsw = ds_lib2[1]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[9]['ddt_radlw'][4,:,:,70].T.values\n", + " difflw = ds_lib2[0]['ddt_radlw_cg'][4,:,:,70].T.values - ds_lib2[7]['ddt_radlw'][4,:,:,70].T.values\n", + " diffnt = difflw + diffsw\n", + " ax.pcolor(lon,lat,diffnt,vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Longitude', fontsize=14)\n", + " ax.text(0.0, 1.03, '(l) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " i = i + 1\n", + " \n", + "fig.subplots_adjust(wspace=0.1,hspace=0.2)\n", + "\n", + "cb_ax = fig.add_axes([0.92, 0.56, 0.015, 0.32]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im,cax=cb_ax,orientation='vertical',shrink=0.95,extend='both')\n", + "cbar.set_label(label='K day$^{-1}$', size='13',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=13)\n", + "\n", + "\n", + "plt.text(.5, 0.902, 'Coarse-grained LEM CRH', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.702, 'NWP CRH, grid-box clouds', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.502, 'Coarse-grained LEM CRH - NWP CRH, grid-box homogeneous clouds', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "plt.text(.5, 0.302, 'Coarse-grained LEM CRH - NWP CRH, homogeneous clouds with fractional cloud cover ', transform=fig.transFigure, horizontalalignment='center',fontsize=15)\n", + "\n", + "plt.savefig('sfigure2.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bf9d53b5-d026-47cf-a4ed-a9afe1cb6d5f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure10.pdf b/plots4paper/figure10.pdf new file mode 100644 index 0000000000000000000000000000000000000000..53bdab4066653ea62e13c1329f3d196b8d4e64e2 Binary files /dev/null and b/plots4paper/figure10.pdf differ diff --git a/plots4paper/figure11.pdf b/plots4paper/figure11.pdf new file mode 100644 index 0000000000000000000000000000000000000000..1ed894d48e744277200cf8e1ab8921ae01d05803 Binary files /dev/null and b/plots4paper/figure11.pdf differ diff --git a/plots4paper/figure2.ipynb b/plots4paper/figure2.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..787326c43e467bdf08d06c3632130a33a0d1ae27 --- /dev/null +++ b/plots4paper/figure2.ipynb @@ -0,0 +1,540 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "fd7e7d31-662b-4c80-9cf1-74565756f22e", + "metadata": {}, + "source": [ + "# Figure 2\n", + "\n", + "**Figure 2.** Profiles of domain-averaged cloud hydrometeor contents and total cloud fraction, decomposed into the contributions from liquid, ice, and mixed-phase clouds for all four LEM domains. Thin lines show profiles for nine snapshots between hours 10 to 14. The thick lines show time-averaged profiles. The threshold used to determine cloudy boxes for both ice and liquid water contents is 10$^{-8}$ \\unit{kg} \\unit{kg}$^{-1}$ \\citep{Costa20}. Note the different y-axes for panels (a) and (b).\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "c9d6b860-5669-460a-85e3-9b4cc7fd6ba0", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "bc71da64-aaec-4035-8689-3f8be0728fbc", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import matplotlib as mpl\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "04dd62ca-cf4b-42a2-85ef-2469f19bf6fc", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "41f5bd93-ad99-44d4-ade6-2d7684bf34b6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "4abf13cf-75c8-434d-a32c-c216c0d4cf80", + "metadata": {}, + "source": [ + "**Since datasets are large, I use DASK to speed up my analysis**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "236bf46a-2a26-41b0-982f-2e0a580b4fa1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<table style=\"border: 2px solid white;\">\n", + "<tr>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Client</h3>\n", + "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n", + " <li><b>Scheduler: </b>tcp://127.0.0.1:37461</li>\n", + " <li><b>Dashboard: </b><a href='/user/b381185/levante-spawner-preset//proxy/8787/status' target='_blank'>/user/b381185/levante-spawner-preset//proxy/8787/status</a></li>\n", + "</ul>\n", + "</td>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Cluster</h3>\n", + "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n", + " <li><b>Workers: </b>16</li>\n", + " <li><b>Cores: </b>256</li>\n", + " <li><b>Memory: </b>252.72 GB</li>\n", + "</ul>\n", + "</td>\n", + "</tr>\n", + "</table>" + ], + "text/plain": [ + "<Client: 'tcp://127.0.0.1:37461' processes=16 threads=256, memory=252.72 GB>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import dask\n", + "from dask.distributed import Client, progress, wait\n", + "dask.config.config.get('distributed').get('dashboard').update({'link':'{JUPYTERHUB_SERVICE_PREFIX}/proxy/{port}/status'})\n", + "client = Client()\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "9af0ecad-9a06-4b17-9c7f-948c2e9180aa", + "metadata": {}, + "source": [ + "## 2- Loading datasets " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "db4e1350-0029-4443-acd4-973b225f8fb3", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':0.8}, # Only cloud radiation, dom 01\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':0.8}, # Only cloud radiation, dom 02\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':0.8}, # Only cloud radiation, dom 03\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':0.8}, # Only cloud radiation, dom 04\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f36e1364-bdc7-4a52-8430-a105fabba3b4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "#adjusting time steps\n", + "rng = pd.date_range('2022-01-05-06', periods=25, freq=\"30 min\")\n", + "df = pd.DataFrame({ 'Date': rng })\n", + "t = df.values[:,0]\n", + "\n", + "def load_simulations():\n", + " ds_list = []\n", + " for sim in list(simdict.keys()): \n", + " \n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/'\n", + " \n", + " fname1 = path+\"icon-cld3d*.nc\"\n", + " ds_var1 = xr.open_mfdataset(fname1,combine='by_coords',chunks={'time': 1, 'height': 3},parallel=True)[['tot_qc_dia','tot_qi_dia','clc','reff_qc_ecrad','reff_qi_ecrad']]\n", + " # total cloud condensate\n", + " ds_var1['tot_q_dia'] = ds_var1['tot_qc_dia'] + ds_var1['tot_qi_dia']\n", + " \n", + " fname2 = path+\"icon-atm3d*.nc\"\n", + " ds_var2 = xr.open_mfdataset(fname2,combine='by_coords',chunks={'time': 1, 'height': 3},parallel=True)[['rho','z_ifc']]\n", + " \n", + " grid = xr.open_dataset(path+'grid_DOM01.nc')[['clon','clat','vlon','vlat','vertex_of_cell']].rename({'cell': 'ncells'}) \n", + " \n", + " ds = xr.merge([ds_var1,ds_var2,grid])\n", + " ds['clon'] = (np.rad2deg(ds['clon']))\n", + " ds['clat'] = (np.rad2deg(ds['clat']))\n", + " ds['vlon'] = (np.rad2deg(ds['vlon']))\n", + " ds['vlat'] = (np.rad2deg(ds['vlat']))\n", + " \n", + " ds.coords['time'] = t\n", + " ds_list.append(ds)\n", + "\n", + " return ds_list\n", + "#----------------------------------\n", + "ds_list = load_simulations()\n", + "#----------------------------------\n", + "## I need height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "zfull = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km" + ] + }, + { + "cell_type": "markdown", + "id": "80419359-5a80-4508-8a02-8223e7670f3d", + "metadata": {}, + "source": [ + "## 3- Average profiles of cloud hydrometeor contents and total cloud fraction" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "711e37dc-9925-4851-a760-f932cfc7db1e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "working on ds_list: 0\n", + "calculating cloud fractions\n", + "calculating cloud fractions\n", + "calculation of average and std of cloud fractions\n", + "working on ds_list: 1\n", + "calculating cloud fractions\n", + "calculating cloud fractions\n", + "calculation of average and std of cloud fractions\n", + "working on ds_list: 2\n", + "calculating cloud fractions\n", + "calculating cloud fractions\n", + "calculation of average and std of cloud fractions\n", + "working on ds_list: 3\n", + "calculating cloud fractions\n", + "calculating cloud fractions\n", + "calculation of average and std of cloud fractions\n" + ] + } + ], + "source": [ + "# deriving required variables\n", + "d_list = []\n", + "for i in range(len(ds_list)):\n", + " print('working on ds_list:',i)\n", + " # selecting time steps, we also need to get rid of the LTBC boundaries\n", + " ds = ds_list[i].sel(time=slice('2022-01-05T10:00:00.000000000','2022-01-05T14:00:00.000000000')).isel(ncells=slice(55000,3489474))\n", + "\n", + " # liquid water/ ice content\n", + " ds['LWC'] = (1000*(ds['tot_qc_dia'] * ds['rho'])) # g/m3\n", + " ds['IWC'] = (1000*(ds['tot_qi_dia'] * ds['rho'])) # g/m3\n", + " ds['CLD'] = (1000*(ds['tot_q_dia'] * ds['rho'])) # g/m3\n", + "\n", + " # applying the threshold\n", + " thres = 1e-8 # kg/kg\n", + " LWC_mean = ds['LWC'].where(ds['tot_qc_dia'] > thres).fillna(0.0).mean(dim=['ncells']).compute()\n", + " IWC_mean = ds['IWC'].where(ds['tot_qi_dia'] > thres).fillna(0.0).mean(dim=['ncells']).compute()\n", + " \n", + " # cloud fraction \n", + " # empty data arrays\n", + " clci = np.zeros((ds.time.size,ds.height.size))\n", + " clcw = np.zeros((ds.time.size,ds.height.size))\n", + " clcm = np.zeros((ds.time.size,ds.height.size))\n", + " clct = np.zeros((ds.time.size,ds.height.size))\n", + " # loop over time\n", + " \n", + " print('calculating cloud fractions')\n", + " thres = 1e-8 # kg/kg\n", + " print('calculating cloud fractions')\n", + " clct = ds['tot_q_dia'].where(ds['tot_q_dia'] > thres).count(dim=['ncells']).values/len(ds.ncells)\n", + " # mixed-phase cloud fraction\n", + " clcm = ds['tot_q_dia'].where((ds['tot_qc_dia'] > thres)&(ds['tot_qi_dia'] > thres)).count(dim=['ncells']).values/len(ds.ncells)\n", + " # pure ice cloud fraction\n", + " clci = ds['tot_q_dia'].where((ds['tot_qi_dia'] > thres)&(ds['tot_qc_dia'] < thres)).count(dim=['ncells']).values/len(ds.ncells)\n", + " # pure water cloud fraction\n", + " clcw = ds['tot_q_dia'].where((ds['tot_qc_dia'] > thres)&(ds['tot_qi_dia'] < thres)).count(dim=['ncells']).values/len(ds.ncells)\n", + " \n", + " print('calculation of average and std of cloud fractions')\n", + " \n", + " list_var = [LWC_mean,IWC_mean,clci,clcw,clcm,clct]\n", + " d_list.append(list_var)\n", + " \n", + " del LWC_mean,IWC_mean,clci,clcw,clcm,clct,ds" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3d1a4924-d3b1-4c12-9df2-fe76ad32ace0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x720 with 8 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=2, ncols=4, figsize=(20, 10))\n", + "\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " \n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " \n", + " if i in [4,5,6,7]:\n", + " \n", + " ax.spines['bottom'].set_bounds(0,100)\n", + " ax.set_xticks(np.arange(0,120,20))\n", + " ax.set_xlim([-5,100])\n", + " \n", + " if i in [0,1,2,3]: \n", + " ax.spines['bottom'].set_bounds(0,1.5*1e-1)\n", + " ax.set_xticks(np.arange(0,2,0.5)*1e-1)\n", + " ax.set_xlim([-0.08*1e-1,1.5*1e-1])\n", + " \n", + " #-------------------------------------------------------------------------------------- \n", + " if i == 0:\n", + "\n", + " for t in range(9):\n", + " ax.plot(d_list[0][0][t],zfull,color='#4363d8',lw=1,alpha=0.5)\n", + " ax.plot(d_list[0][1][t],zfull,color='#e6194B',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[0][0].mean('time'),zfull,color='#4363d8',label='Liquid',lw=3)\n", + " ax.plot(d_list[0][1].mean('time'),zfull,color='#e6194B',label='Ice',lw=3)\n", + " \n", + " lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('Ice/liquid water content (g m$^{-3}$)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=15 )\n", + " ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + "\n", + " ax.set_ylim([0,3])\n", + "\n", + " if i == 1:\n", + "\n", + " for t in range(9):\n", + " ax.plot(d_list[1][0][t],zfull,color='#4363d8',lw=1,alpha=0.5)\n", + " ax.plot(d_list[1][1][t],zfull,color='#e6194B',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[1][0].mean('time'),zfull,color='#4363d8',label='Liquid',lw=3)\n", + " ax.plot(d_list[1][1].mean('time'),zfull,color='#e6194B',label='Ice',lw=3)\n", + " \n", + " #ax.set_yticklabels([])\n", + " ax.set_xlabel('Ice/liquid water content (g m$^{-3}$)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(c)', transform=ax.transAxes, \n", + " size=15 )\n", + " ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + "\n", + " if i == 2:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[2][0][t],zfull,color='#4363d8',lw=1,alpha=0.5)\n", + " ax.plot(d_list[2][1][t],zfull,color='#e6194B',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[2][0].mean('time'),zfull,color='#4363d8',label='Liquid',lw=3)\n", + " ax.plot(d_list[2][1].mean('time'),zfull,color='#e6194B',label='Ice',lw=3)\n", + " \n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Ice/liquid water content (g m$^{-3}$)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(e)', transform=ax.transAxes, \n", + " size=15 )\n", + " ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + "\n", + " if i == 3:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[3][0][t],zfull,color='#4363d8',lw=1,alpha=0.5)\n", + " ax.plot(d_list[3][1][t],zfull,color='#e6194B',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[3][0].mean('time'),zfull,color='#4363d8',label='Liquid',lw=3)\n", + " ax.plot(d_list[3][1].mean('time'),zfull,color='#e6194B',label='Ice',lw=3)\n", + " \n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Ice/liquid water water content (g m$^{-3}$)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(g)', transform=ax.transAxes, \n", + " size=15 )\n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + " \n", + " #--------------------------------------------------------------------------------------------------------------\n", + " if i == 4:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[0][5][t]*1e2,zfull,color='#000000',lw=1,alpha=0.5)\n", + " \n", + " ax.plot(d_list[0][3].mean(axis=0)*1e2,zfull,color='#4363d8',label='Liquid',lw=3) \n", + " ax.plot(d_list[0][2].mean(axis=0)*1e2,zfull,color='#e6194B',label='Ice',lw=3) \n", + " ax.plot(d_list[0][4].mean(axis=0)*1e2,zfull,color='#f58231',label='Mixed-phase',lw=3)\n", + " ax.plot(d_list[0][5].mean(axis=0)*1e2,zfull,color='#000000',label='Total',lw=1.5) \n", + " \n", + " lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_ylabel('Height (Km)', fontsize=14)\n", + " ax.set_xlabel('Cloud fraction (%)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=15 )\n", + " \n", + " ax.set_ylim([0,3])\n", + " \n", + " \n", + " if i == 5:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[1][5][t]*1e2,zfull,color='#000000',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[1][3].mean(axis=0)*1e2,zfull,color='#4363d8',label='Liquid',lw=3) \n", + " ax.plot(d_list[1][2].mean(axis=0)*1e2,zfull,color='#e6194B',label='Ice',lw=3) \n", + " ax.plot(d_list[1][4].mean(axis=0)*1e2,zfull,color='#f58231',label='Mixed-phase',lw=3)\n", + " ax.plot(d_list[1][5].mean(axis=0)*1e2,zfull,color='#000000',label='Total',lw=1.5)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " #ax.set_yticklabels([])\n", + " ax.set_xlabel('Cloud fraction (%)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(d)', transform=ax.transAxes, \n", + " size=15 )\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + " \n", + " if i == 6:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[2][5][t]*1e2,zfull,color='#000000',lw=1,alpha=0.5)\n", + "\n", + " ax.plot(d_list[2][3].mean(axis=0)*1e2,zfull,color='#4363d8',label='Liquid',lw=3) \n", + " ax.plot(d_list[2][2].mean(axis=0)*1e2,zfull,color='#e6194B',label='Ice',lw=3) \n", + " ax.plot(d_list[2][4].mean(axis=0)*1e2,zfull,color='#f58231',label='Mixed-phase',lw=3)\n", + " ax.plot(d_list[2][5].mean(axis=0)*1e2,zfull,color='#000000',label='Total',lw=1.5)\n", + " \n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Cloud fraction (%)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(f)', transform=ax.transAxes, \n", + " size=15 )\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + " \n", + " if i == 7:\n", + " \n", + " for t in range(9):\n", + " ax.plot(d_list[3][5][t]*1e2,zfull,color='#000000',lw=1,alpha=0.4)\n", + "\n", + " ax.plot(d_list[3][3].mean(axis=0)*1e2,zfull,color='#4363d8',label='Liquid',lw=3) \n", + " ax.plot(d_list[3][2].mean(axis=0)*1e2,zfull,color='#e6194B',label='Ice',lw=3) \n", + " ax.plot(d_list[3][4].mean(axis=0)*1e2,zfull,color='#f58231',label='Mixed-phase',lw=3)\n", + " ax.plot(d_list[3][5].mean(axis=0)*1e2,zfull,color='#000000',label='Total',lw=1.5)\n", + " \n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('Cloud fraction (%)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(h)', transform=ax.transAxes, \n", + " size=15 )\n", + " \n", + " ax.spines['left'].set_bounds(0,12)\n", + " ax.set_yticks(np.arange(0,14,2))\n", + " ax.set_ylim([0,12])\n", + " \n", + " \n", + " i = i + 1\n", + "\n", + "fig.subplots_adjust(wspace=0.2,hspace=0.35) \n", + "\n", + "plt.savefig('figure2.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure2.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "43a00048-9b94-46fa-9980-29c21b28d060", + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "29e6e8e2-b605-433b-9d8b-78476c0a84a9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure2.pdf b/plots4paper/figure2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..524b295b3d38dfa7c7d655a5d69a11664426720e Binary files /dev/null and b/plots4paper/figure2.pdf differ diff --git a/plots4paper/figure3.ipynb b/plots4paper/figure3.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..e3e1dc0b32931a4368c68377c1f6d1fa3c359de3 --- /dev/null +++ b/plots4paper/figure3.ipynb @@ -0,0 +1,204 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 3\n", + "\n", + "**Figure 3.** Illustration of the method to derive homogeneous NWP clouds from LEM clouds. The plot shows a layer of grid boxes. (a) Clouds in the LEM simulation. (b) Homogeneous grid-box cloud at a resolution of 2.5 \\unit{km}. (c) Homogeneous cloud with fractional cloud cover at a resolution of 2.5 \\unit{km}.\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.cm as cm\n", + "from matplotlib.colors import LinearSegmentedColormap, ListedColormap" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "3049f12b-2f60-49d8-9703-cb13196cae5f", + "metadata": {}, + "outputs": [], + "source": [ + "Blues = cm.get_cmap('Blues', 256)\n", + "Blues_n = Blues(np.linspace(0, 1, 256))\n", + "white = np.array([1, 1, 1, 1])\n", + "Blues_n[0:1, :] = white\n", + "Blues_n = ListedColormap(Blues_n)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4de0bb84-a98b-485b-8f71-65fa382e0195", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x360 with 3 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "N = 9\n", + "# make an empty data set\n", + "data = np.zeros((N, N))\n", + "# fill in some fake data\n", + "for j in range(4)[::-1]:\n", + " data[N//2 - j : N//2 + j +1, N//2 - j : N//2 + j +1] = -(j-4)\n", + "# center \n", + "data[4,4] = 4\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=3, figsize=(15, 5))\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " if i == 0:\n", + " ax.pcolor(np.arange(10),np.arange(10),data,cmap=Blues_n,vmin=0,vmax=4)\n", + " for x in range(N + 1):\n", + " ax.axhline(x, lw=1, color='k', zorder=5)\n", + " ax.axvline(x, lw=1, color='k', zorder=5)\n", + " ax.set_xticks([])\n", + " ax.set_yticks([])\n", + " \n", + " ax.set_title('LEM cloud', fontsize=15,pad=15)\n", + " ax.annotate('300 m', xy=(0.055, -0.05), xytext=(0.055, -0.18), xycoords='axes fraction', \n", + " fontsize=14, ha='center', va='bottom',\n", + " bbox=dict(boxstyle=None, fc='white'),\n", + " arrowprops=dict(arrowstyle='-[, widthB=0.9, lengthB=0.5', lw=1.0))\n", + " \n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 1: \n", + " ax.pcolor(np.arange(10),np.arange(10),data*0+data.mean(),cmap=Blues_n,vmin=0,vmax=4)\n", + " #for x in range(N + 1):\n", + " # ax.axhline(x, lw=1, color='k', zorder=5)\n", + " # ax.axvline(x, lw=1, color='k', zorder=5)\n", + " ax.set_xticks([])\n", + " ax.set_yticks([])\n", + " \n", + " ax.set_title('Homogeneous grid-box cloud', fontsize=15,pad=15)\n", + " ax.annotate('≈ 2.5 km', xy=(0.5, -0.05), xytext=(0.5, -0.18), xycoords='axes fraction', \n", + " fontsize=14, ha='center', va='bottom',\n", + " bbox=dict(boxstyle=None, fc='white'),\n", + " arrowprops=dict(arrowstyle='-[, widthB=9.3, lengthB=0.5', lw=1.0))\n", + " \n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 2: \n", + " cloudy = data[np.nonzero(data)]\n", + " clc = cloudy.mean()\n", + " clct = data*0.0\n", + " clct[:,0:6] = clc\n", + " ax.pcolor(np.arange(10),np.arange(10),clct,cmap=Blues_n,vmin=0,vmax=4)\n", + " #for x in range(N + 1):\n", + " # ax.axhline(x, lw=1, color='k', zorder=5)\n", + " # ax.axvline(x, lw=1, color='k', zorder=5)\n", + " ax.set_xticks([])\n", + " ax.set_yticks([])\n", + " \n", + " ax.set_title('Homogeneous cloud with\\nfractional cloud cover', fontsize=15,pad=15)\n", + " ax.annotate('Clear-sky', xy=(0.84, -0.05), xytext=(0.84, -0.18), xycoords='axes fraction', \n", + " fontsize=14, ha='center', va='bottom',\n", + " bbox=dict(boxstyle=None, fc='white'),\n", + " arrowprops=dict(arrowstyle='-[, widthB=3.1, lengthB=0.5', lw=1.0))\n", + " \n", + " ax.text(0.0, 1.03, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " i = i + 1\n", + "fig.subplots_adjust(wspace=0.1)\n", + "\n", + "plt.savefig('figure3.pdf',bbox_inches = 'tight')\n", + "plt.savefig('figure3.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c449926-ef13-409c-b698-4d5b9400725c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure3.pdf b/plots4paper/figure3.pdf new file mode 100644 index 0000000000000000000000000000000000000000..3ec84ea3de661c3135e97417dafdb0712fcbccab Binary files /dev/null and b/plots4paper/figure3.pdf differ diff --git a/plots4paper/figure4.ipynb b/plots4paper/figure4.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..da0216c78d6f2326e7576c7634986b20ec749a92 --- /dev/null +++ b/plots4paper/figure4.ipynb @@ -0,0 +1,496 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 4\n", + "\n", + "**Figure 4.** Domain and time averages of shortwave, longwave, and net CRH. Profiles are shown for the (a) shallow cumulus, (b) WCB ascent, (c) WCB cyclonic outflow, and (d) WCB anticyclonic outflow regions. The ICON CRH is shown in dashed lines, and the CRH derived from the offline reference 1D radiative transfer calculation is shown in solid lines. Note the different x-axes between panels (a) and (b-d).\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "05c4817c-8fda-4e9f-9f42-8b74b7af5adf", + "metadata": {}, + "source": [ + "**Since datasets are large, I use DASK to speed up my analysis**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "daa2683a-2fb1-43ba-ab6e-415dce04ee27", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<table style=\"border: 2px solid white;\">\n", + "<tr>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Client</h3>\n", + "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n", + " <li><b>Scheduler: </b>tcp://127.0.0.1:38581</li>\n", + " <li><b>Dashboard: </b><a href='/user/b381185/levante-spawner-preset//proxy/8787/status' target='_blank'>/user/b381185/levante-spawner-preset//proxy/8787/status</a></li>\n", + "</ul>\n", + "</td>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Cluster</h3>\n", + "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n", + " <li><b>Workers: </b>16</li>\n", + " <li><b>Cores: </b>256</li>\n", + " <li><b>Memory: </b>252.72 GB</li>\n", + "</ul>\n", + "</td>\n", + "</tr>\n", + "</table>" + ], + "text/plain": [ + "<Client: 'tcp://127.0.0.1:38581' processes=16 threads=256, memory=252.72 GB>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import dask\n", + "from dask.distributed import Client, progress, wait\n", + "dask.config.config.get('distributed').get('dashboard').update({'link':'{JUPYTERHUB_SERVICE_PREFIX}/proxy/{port}/status'})\n", + "client = Client()\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "b1f71995-2a2b-49a4-9ab3-c56a389a5964", + "metadata": {}, + "source": [ + "## 2- Loading datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d8792fad-2a58-45e3-86a9-eac4d7cdeff8", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading datasets for the 4 simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "254e75ec-03ae-4c40-b179-df701eb323b5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# Loading icon datasets\n", + "def load_simulations(num):\n", + " d_icon = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " # loading all subdomains\n", + " path_i = '/work/bb1135/icon_output/'+sim+'/input4libradtran/'\n", + " for time in ['20220105T100033Z','20220105T103033Z','20220105T110033Z','20220105T113033Z','20220105T120033Z','20220105T123033Z','20220105T130033Z','20220105T133033Z','20220105T140033Z']:\n", + " ds_a = []\n", + " for dom in range(1,37):\n", + " ds = xr.open_mfdataset(path_i+'icon2_'+str(dom)+'_'+time+'.nc',concat_dim='lon')[['ddt_radlwnw','ddt_radlwcs','ddt_radlw','ddt_radswnw','ddt_radswcs','ddt_radsw']].isel(height=slice(0,140))\n", + " ds_a.append(ds) \n", + " # concat along x dim\n", + " ds_j=[] \n", + " for j in range(0,36,6):\n", + " ds = xr.concat([ds_a[j],ds_a[j+1],ds_a[j+2],ds_a[j+3],ds_a[j+4],ds_a[j+5]],dim='lon')\n", + " ds_j.append(ds)\n", + " # concat along y dim \n", + " ds_temp = xr.concat([ds_j[0],ds_j[1],ds_j[2],ds_j[3],ds_j[4],ds_j[5]],dim='lat') \n", + " # change units to K/day \n", + " ds_temp['ddt_radlwnw'] = ds_temp['ddt_radlwnw']*86400 \n", + " ds_temp['ddt_radlwcs'] = ds_temp['ddt_radlwcs']*86400\n", + " ds_temp['ddt_radlw'] = ds_temp['ddt_radlw']*86400\n", + " ds_temp['ddt_radswnw'] = ds_temp['ddt_radswnw']*86400\n", + " ds_temp['ddt_radswcs'] = ds_temp['ddt_radswcs']*86400\n", + " ds_temp['ddt_radsw'] = ds_temp['ddt_radsw']*86400\n", + "\n", + " ds_temp.coords['lon'] = np.arange(0,344*6)\n", + " ds_temp.coords['lat'] = np.arange(0,281*6)\n", + " ds_temp.coords['time'] = time\n", + "\n", + " d_icon.append(ds_temp)\n", + "\n", + " # merge them together in time\n", + " ds_icon = xr.concat([d_icon[0],d_icon[1],d_icon[2],d_icon[3],d_icon[4],d_icon[5],d_icon[6]\n", + " ,d_icon[7],d_icon[8]],dim='time')\n", + " ds = ds_icon.chunk(chunks={'time': 1, 'height': 50})\n", + " return ds\n", + "#-------------------------------------------------------------------------------------------------\n", + "ds_icon1=load_simulations(0)\n", + "ds_icon2=load_simulations(1)\n", + "ds_icon3=load_simulations(2)\n", + "ds_icon4=load_simulations(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "bfff1bc1-4eed-4ddc-8e71-fa5ef73eebc6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# all libradtrn simulation using ice parametrization of Fu\n", + "def load_simulations1(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01']: # different ice param\n", + " ds = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " ds.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds)\n", + " return ds_list \n", + "#-------------------------------------\n", + "ds_lib1=load_simulations1(0)\n", + "ds_lib2=load_simulations1(1)\n", + "ds_lib3=load_simulations1(2)\n", + "ds_lib4=load_simulations1(3)\n", + "\n", + "## height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "z_fl = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km\n", + "# select between index 0:140\n", + "z_fl2 = z_fl[10:150][::-1]" + ] + }, + { + "cell_type": "markdown", + "id": "aa998ccb-3c0e-4f92-9cc5-5d35f659f60b", + "metadata": {}, + "source": [ + "## 3- Average profiles of CRH" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cea78232-b730-4039-8ded-a9fdd3f8adce", + "metadata": {}, + "outputs": [], + "source": [ + "# excluding boundaries and takin domain average\n", + "# icon\n", + "for var in ['ddt_radlw','ddt_radsw']:\n", + " ds_icon1[var+'_mean'] = ds_icon1[var].isel(lon=slice(10,ds_icon1.lon.size-10),lat=slice(5,ds_icon1.lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_icon2[var+'_mean'] = ds_icon2[var].isel(lon=slice(10,ds_icon2.lon.size-10),lat=slice(5,ds_icon2.lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_icon3[var+'_mean'] = ds_icon3[var].isel(lon=slice(10,ds_icon3.lon.size-10),lat=slice(5,ds_icon3.lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_icon4[var+'_mean'] = ds_icon4[var].isel(lon=slice(10,ds_icon4.lon.size-10),lat=slice(5,ds_icon4.lat.size-5)).mean(dim=['lat','lon','time']).values\n", + "\n", + "# libradtran\n", + "for i in range(2):\n", + " ds_lib1[i]['ddt_radlw_mean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(10,ds_lib1[i].lon.size-10),lat=slice(5,ds_lib1[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon','time']).values" + ] + }, + { + "cell_type": "markdown", + "id": "69ba8135-1543-4231-a841-bef5032b5e4d", + "metadata": {}, + "source": [ + "## 4- Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "91f65f18-7c64-4bcc-8714-fb9d71a6cd76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x360 with 4 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# plot\n", + "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(20, 5))\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " \n", + " if i == 0:\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " ax.plot(ds_lib1[1]['ddt_radlw_mean'],z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(ds_icon1['ddt_radsw_mean'],z_fl2,color='#e6194B',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib1[0]['ddt_radlw_mean'],z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(ds_icon1['ddt_radlw_mean'],z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib1[0]['ddt_radlw_mean'].values+ds_lib1[1]['ddt_radlw_mean'].values,z_fl2,color='#000000',label='Net',lw=3)\n", + " ax.plot(ds_icon1['ddt_radlw_mean'].values+ds_icon1['ddt_radsw_mean'].values,z_fl2,color='#000000',linestyle='dashed',lw=3)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('Cloud radiative heating (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " #ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.spines['bottom'].set_bounds(-10,10)\n", + " ax.set_xticks(np.linspace(-10,10,5))\n", + " ax.set_xlim([-10.4,10])\n", + " \n", + " lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " ax.set_ylim([0,3])\n", + " \n", + " ax.text(-9, 2.85, \"solid: Offline\", color=\"gray\", size=14, va=\"top\")\n", + " ax.text(-9, 2.6, \"dashed: ICON\", color=\"gray\", size=14, va=\"top\")\n", + " \n", + " \n", + " if i == 1:\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " ax.plot(ds_lib2[1]['ddt_radlw_mean'],z_fl2,color='#e6194B',lw=3)\n", + " ax.plot(ds_icon2['ddt_radsw_mean'],z_fl2,color='#e6194B',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib2[0]['ddt_radlw_mean'],z_fl2,color='#4363d8',lw=3)\n", + " ax.plot(ds_icon2['ddt_radlw_mean'],z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib2[0]['ddt_radlw_mean'].values+ds_lib2[1]['ddt_radlw_mean'].values,z_fl2,color='#000000',lw=3)\n", + " ax.plot(ds_icon2['ddt_radlw_mean'].values+ds_icon2['ddt_radsw_mean'].values,z_fl2,color='#000000',linestyle='dashed',lw=3)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('Cloud radiative heating (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " #ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.spines['bottom'].set_bounds(-5,5)\n", + " ax.set_xticks(np.linspace(-5,5,5))\n", + " ax.set_xlim([-5.2,5])\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " ax.set_ylim([0,12])\n", + " \n", + " if i == 2:\n", + " \n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " ax.plot(ds_lib3[1]['ddt_radlw_mean'],z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(ds_icon3['ddt_radsw_mean'],z_fl2,color='#e6194B',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib3[0]['ddt_radlw_mean'],z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(ds_icon3['ddt_radlw_mean'],z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib3[0]['ddt_radlw_mean'].values+ds_lib3[1]['ddt_radlw_mean'].values,z_fl2,color='#000000',lw=3)\n", + " ax.plot(ds_icon3['ddt_radlw_mean'].values+ds_icon3['ddt_radsw_mean'].values,z_fl2,color='#000000',linestyle='dashed',lw=3)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('Cloud radiative heating (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.spines['bottom'].set_bounds(-5,5)\n", + " ax.set_xticks(np.linspace(-5,5,5))\n", + " ax.set_xlim([-5.2,5])\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=5,fsize=11)\n", + " ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_ylim([0,12])\n", + " \n", + " if i == 3:\n", + " \n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " ax.plot(ds_lib4[1]['ddt_radlw_mean'],z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(ds_icon4['ddt_radsw_mean'],z_fl2,color='#e6194B',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib4[0]['ddt_radlw_mean'],z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(ds_icon4['ddt_radlw_mean'],z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " \n", + " ax.plot(ds_lib4[0]['ddt_radlw_mean'].values+ds_lib4[1]['ddt_radlw_mean'].values,z_fl2,color='#000000',lw=3)\n", + " ax.plot(ds_icon4['ddt_radlw_mean'].values+ds_icon4['ddt_radsw_mean'].values,z_fl2,color='#000000',linestyle='dashed',lw=3)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('Cloud radiative heating (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.spines['bottom'].set_bounds(-5,5)\n", + " ax.set_xticks(np.linspace(-5,5,5))\n", + " ax.set_xlim([-5.2,5])\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=5,fsize=11)\n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " ax.set_ylim([0,12]) \n", + " \n", + " i = i + 1 \n", + " \n", + "fig.subplots_adjust(wspace=0.2,hspace=0.35) \n", + "plt.savefig('figure4.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure4.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "9e1b9f26-6d8f-4acb-808d-cad4f65e87cf", + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38dee131-bdc4-4884-a59a-cc7003b1517c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure4.pdf b/plots4paper/figure4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..70977c89566e17574f593312330a740eecb537e8 Binary files /dev/null and b/plots4paper/figure4.pdf differ diff --git a/plots4paper/figure5&6.ipynb b/plots4paper/figure5&6.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..9757f460762734f9097b6f001ff5af0b45706c05 --- /dev/null +++ b/plots4paper/figure5&6.ipynb @@ -0,0 +1,704 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 5 & 6\n", + "\n", + "**Figure 5.** Cross-sections of shortwave (a, b, c) and longwave (d, e, f) all-sky radiative heating for shallow cumulus clouds southwest of the cyclone center. The upper row shows 3D calculations, the middle row shows 1D calculations, and the lower row shows the differences between the 3D and 1D calculations. The cross sections are at hour 14 and -11.5 $^{\\circ}$ longitude and between 37$^{\\circ}$ and 38$^{\\circ}$ north.\n", + "\n", + "**Figure 6.** Average profiles of shortwave, longwave, and net 3D cloud radiative effects for the four cyclone regions. 3D cloud radiative effects are calculated as the difference in domain mean CRH between 3D (MYSTIC) and 1D (MYSTIC-ICA) radiative transfer calculations. The thin lines in panel (a) show the 3D radiative effects for nine snapshots between hours 10 to 14, with the legend indicating the time and domain mean solar zenith angles for all snapshots. Note the different x-axes in panels.\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "05c4817c-8fda-4e9f-9f42-8b74b7af5adf", + "metadata": {}, + "source": [ + "**Since datasets are large, I use DASK to speed up my analysis**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "daa2683a-2fb1-43ba-ab6e-415dce04ee27", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<table style=\"border: 2px solid white;\">\n", + "<tr>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Client</h3>\n", + "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n", + " <li><b>Scheduler: </b>tcp://127.0.0.1:42061</li>\n", + " <li><b>Dashboard: </b><a href='/user/b381185/levante-spawner-preset//proxy/8787/status' target='_blank'>/user/b381185/levante-spawner-preset//proxy/8787/status</a></li>\n", + "</ul>\n", + "</td>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Cluster</h3>\n", + "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n", + " <li><b>Workers: </b>9</li>\n", + " <li><b>Cores: </b>54</li>\n", + " <li><b>Memory: </b>53.69 GB</li>\n", + "</ul>\n", + "</td>\n", + "</tr>\n", + "</table>" + ], + "text/plain": [ + "<Client: 'tcp://127.0.0.1:42061' processes=9 threads=54, memory=53.69 GB>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import dask\n", + "from dask.distributed import Client, progress, wait\n", + "dask.config.config.get('distributed').get('dashboard').update({'link':'{JUPYTERHUB_SERVICE_PREFIX}/proxy/{port}/status'})\n", + "client = Client()\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "b1f71995-2a2b-49a4-9ab3-c56a389a5964", + "metadata": {}, + "source": [ + "## 2- Loading datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d8792fad-2a58-45e3-86a9-eac4d7cdeff8", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading datasets for the 4 simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bfff1bc1-4eed-4ddc-8e71-fa5ef73eebc6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# all libradtrn simulation using ice parametrization of Fu\n", + "def load_simulations(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['mysti','mcipa']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01']: # simulations with Fu for ice param\n", + " if solver in ['mysti','mcipa']:\n", + " ds = xr.open_mfdataset(path+'ds_librad_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " else:\n", + " ds = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " ds.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds)\n", + " return ds_list \n", + "#-------------------------------------\n", + "ds_lib1=load_simulations(0)\n", + "ds_lib2=load_simulations(1)\n", + "ds_lib3=load_simulations(2)\n", + "ds_lib4=load_simulations(3)\n", + "\n", + "## height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "z_fl = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km\n", + "# select between index 0:140\n", + "z_fl2 = z_fl[10:150][::-1]" + ] + }, + { + "cell_type": "markdown", + "id": "94c94371-dcd9-41e4-bf5e-9df73495d3af", + "metadata": {}, + "source": [ + "## 3- Visuallaizing 3D cloud radiative effects" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "c191e140-70f0-4e10-b66b-2b992f6f54e0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1800x504 with 9 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# adjusting colorbar\n", + "divnorm=mcolors.TwoSlopeNorm(vmin=-160., vcenter=1, vmax=30)\n", + "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(25, 7))\n", + "\n", + "# coordinates for plotting\n", + "lat = np.linspace(37,43,1686)\n", + "lon = np.linspace(22,28,2064)\n", + "#lon[1550]-38\n", + "\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=18)\n", + " ax.set_xlim([37,38])\n", + " ax.set_ylim([0,2])\n", + " if i == 0:\n", + " Z = ds_lib1[1].ddt_dom1.isel(time=8,lon=1550).transpose().values\n", + " im1 = ax.pcolor(lat,z_fl2,Z,norm=mcolors.LogNorm(vmin=0.1, vmax=50),\n", + " cmap='plasma', shading='auto')\n", + " ax.set_ylabel('Height (km)', fontsize=19)\n", + " ax.set_title('Shortwave radiative heating', fontsize=20)\n", + " #ax.set_xticklabels([])\n", + " ax.set_xticklabels([])\n", + " ax.text(0.0, 1.04, '(a) 3D', transform=ax.transAxes, \n", + " size=20)\n", + " \n", + " if i == 1:\n", + " Z = ds_lib1[0].ddt_dom1.isel(time=8,lon=1550).transpose().values\n", + " im2 = ax.pcolor(lat,z_fl2,Z,vmin=-160, vmax=30,cmap='seismic',norm=divnorm)\n", + " ax.set_title('Longwave radiative heating', fontsize=20)\n", + " ax.set_yticklabels([])\n", + " ax.set_xticklabels([])\n", + " ax.text(0.0, 1.04, '(d) 3D', transform=ax.transAxes, \n", + " size=20)\n", + " \n", + " if i == 2:\n", + " Z = ds_lib1[3].ddt_dom1.isel(time=8,lon=1550).transpose().values\n", + " ax.pcolor(lat,z_fl2,Z,norm=mcolors.LogNorm(vmin=0.1, vmax=50),\n", + " cmap='plasma', shading='auto')\n", + " #ax.set_title('LW RH', fontsize=16)\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Height (km)', fontsize=19)\n", + " ax.text(0.0, 1.04, '(b) 1D', transform=ax.transAxes, \n", + " size=20)\n", + " \n", + " if i == 3:\n", + " Z = ds_lib1[2].ddt_dom1.isel(time=8,lon=1550).transpose().values\n", + " ax.pcolor(lat,z_fl2,Z,vmin=-160, vmax=30,cmap='seismic',norm=divnorm)\n", + " #ax.set_title('LW RH', fontsize=16)\n", + " ax.set_yticklabels([])\n", + " ax.set_xticklabels([])\n", + " ax.text(0.0, 1.04, '(e) 1D', transform=ax.transAxes, \n", + " size=20)\n", + " \n", + " if i == 4:\n", + " diff = (ds_lib1[1].ddt_dom1.isel(time=8,lon=1550)-ds_lib1[3].ddt_dom1.isel(time=8,lon=1550)).transpose().values\n", + " im3 = ax.pcolor(lat,z_fl2,diff,\n", + " vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_ylabel('Height (km)', fontsize=19)\n", + " ax.set_title('Radiative heating difference', fontsize=20)\n", + " ax.set_xlabel('Latitude', fontsize=19)\n", + " #ax.set_xticklabels([])\n", + " ax.text(0.0, 1.04, '(c) 3D - 1D', transform=ax.transAxes, \n", + " size=20)\n", + " \n", + " if i == 5:\n", + " diff = (ds_lib1[0].ddt_dom1.isel(time=8,lon=1550)-ds_lib1[2].ddt_dom1.isel(time=8,lon=1550)).transpose().values\n", + " ax.pcolor(lat,z_fl2,diff,\n", + " vmin=-30,vmax=30,cmap='seismic')\n", + " ax.set_xlabel('Latitude', fontsize=19)\n", + " ax.set_title('Radiative heating difference', fontsize=20)\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.04, '(f) 3D - 1D', transform=ax.transAxes, \n", + " size=20) \n", + " \n", + " i = i + 1\n", + " \n", + "fig.subplots_adjust(wspace=0.17, hspace=0.4)\n", + "\n", + "cb_ax = fig.add_axes([0.49, 0.44, 0.008, 0.4]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im1,cax=cb_ax,orientation='vertical',shrink=0.95)\n", + "cbar.set_label(label='K day$^{-1}$', size='15',labelpad=0.1)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "cb_ax = fig.add_axes([0.907, 0.44, 0.008, 0.4]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im2,cax=cb_ax,orientation='vertical',shrink=0.95)\n", + "cbar.set_label(label='K day$^{-1}$', size='15',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "cb_ax = fig.add_axes([0.44, 0.0, 0.15, 0.03]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im3,cax=cb_ax,orientation='horizontal',shrink=0.95)\n", + "cbar.set_label(label='K day$^{-1}$', size='15',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "#plt.savefig('figure5.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure5.png', bbox_inches = 'tight',dpi=300) " + ] + }, + { + "cell_type": "markdown", + "id": "aa998ccb-3c0e-4f92-9cc5-5d35f659f60b", + "metadata": {}, + "source": [ + "## 4- Average profiles of 3D cloud radiative effetcs\n", + "\n", + "### 4.1 -Domain and time mean" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "cea78232-b730-4039-8ded-a9fdd3f8adce", + "metadata": {}, + "outputs": [], + "source": [ + "# excluding boundaries and takin domain average for all snapshots\n", + "for i in range(4):\n", + " ds_lib1[i]['ddt_radlw_smean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(10,ds_lib1[i].lon.size-10),lat=slice(5,ds_lib1[i].lat.size-5)).mean(dim=['lat','lon']).compute()\n", + " ds_lib2[i]['ddt_radlw_smean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon']).compute()\n", + " ds_lib3[i]['ddt_radlw_smean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon']).compute()\n", + " ds_lib4[i]['ddt_radlw_smean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon']).compute()\n", + " \n", + "# time mean\n", + "for i in range(4):\n", + " ds_lib1[i]['ddt_radlw_tmean'] = ds_lib1[i]['ddt_radlw_smean'].mean('time')\n", + " ds_lib2[i]['ddt_radlw_tmean'] = ds_lib2[i]['ddt_radlw_smean'].mean('time')\n", + " ds_lib3[i]['ddt_radlw_tmean'] = ds_lib3[i]['ddt_radlw_smean'].mean('time')\n", + " ds_lib4[i]['ddt_radlw_tmean'] = ds_lib4[i]['ddt_radlw_smean'].mean('time') " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e47f82e7-4468-4d40-9bac-06c003464caa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "40.17127436330364\n", + "40.192631829642515\n", + "41.361084968865725\n", + "43.58149173338386\n", + "46.6986239725517\n", + "50.53935973704254\n", + "54.9427748575343\n", + "59.77328828519233\n", + "64.92210780393374\n" + ] + } + ], + "source": [ + "## domain mean solar zenith angles for legends:\n", + "T1000 = np.array([\"37.92852833275016\",\"37.80226949178842\",\"37.69671682401419\",\"37.61500059570729\",\"37.55681047321208\",\"37.52023226519184\",\"38.915064020556464\",\"38.791717045432485\",\"38.69130644707883\",\"38.6124667555098\",\"38.55532033675725\",\"38.52108367831912\",\"39.89756930574191\",\"39.78077150359704\",\"39.683843308414886\",\"39.60774709076623\",\"39.55259379419657\",\"39.51723294416274\",\"40.88531971355025\",\"40.77170908179705\",\"40.67900799236836\",\"40.60554511010893\",\"40.55100744451595\",\"40.518144268424\",\"41.871281536401376\",\"41.761552227572196\",\"41.6697178725893\",\"41.59878136419815\",\"41.54843872264263\",\"41.51671092273384\",\"42.86007797171621\",\"42.75409691648596\",\"42.66536686448403\",\"42.59687090328268\",\"42.54830405297876\",\"42.51766989988411\"])\n", + "T1030 = np.array([\"37.52804257737442\",\"37.5708485262013\",\"37.63525646429392\",\"37.72313692501985\",\"37.8348295917875\",\"37.96714186785375\",\"38.528617289510315\",\"38.56887963670958\",\"38.63201025502695\",\"38.716806415256485\",\"38.82312129316935\",\"38.95233862619279\",\"39.52450470667009\",\"39.56568310493516\",\"39.62660989841232\",\"39.708454681810146\",\"39.81108852936032\",\"39.9335640002251\",\"40.525161204083375\",\"40.56362348781788\",\"40.623754587836636\",\"40.70276780222646\",\"40.801001173719364\",\"40.92008212134916\",\"41.52348564954213\",\"41.560619813285165\",\"41.6163653520573\",\"41.69266371028226\",\"41.78984320404155\",\"41.90485564921136\",\"42.52421348857957\",\"42.56006496745941\",\"42.61384687101609\",\"42.68752934071401\",\"42.78142156329275\",\"42.892511490806875\"])\n", + "T1100 = np.array([\"38.393382140661586\",\"38.600978593063516\",\"38.82890610307521\",\"39.07773477712322\",\"39.348481903382506\",\"39.6369378833718\",\"39.363927225231144\",\"39.56395129822498\",\"39.784699610121365\",\"40.02524626154755\",\"40.285220442690964\",\"40.56617571466739\",\"40.331149307066646\",\"40.526690604926856\",\"40.74007105812733\",\"40.97265672879202\",\"41.22411566204011\",\"41.49379378885967\",\"41.30414264361065\",\"41.49143810158553\",\"41.699415052597566\",\"41.92430775667623\",\"42.16714492937311\",\"42.42841883599341\",\"42.27593517464186\",\"42.45696514886261\",\"42.65580677226942\",\"42.87331074609787\",\"43.110431242317176\",\"43.36325730818952\",\"43.2510471213355\",\"43.426024665409656\",\"43.61821460873848\",\"43.82854736490248\",\"44.05795260030291\",\"44.30257970328838\"])\n", + "T1130 = np.array([\"40.44165487593281\",\"40.79517341482291\",\"41.16627500474074\",\"41.55440607164541\",\"41.96130014675722\",\"42.3820719537748\",\"41.34524839499175\",\"41.687713869889386\",\"42.047414045180304\",\"42.42379713129446\",\"42.81641054514186\",\"43.22699840313858\",\"42.248183702305916\",\"42.58211023033625\",\"42.930771883486365\",\"43.29576097771013\",\"43.67665358752518\",\"44.073184679411355\",\"43.15879696979142\",\"43.48031768182554\",\"43.82026177828612\",\"44.17414985378856\",\"44.54367293360984\",\"44.9283562661723\",\"44.070430251562\",\"44.38192973303821\",\"44.70931291912708\",\"45.052446552360756\",\"45.41291230741974\",\"45.786172037339895\",\"44.98720091724115\",\"45.288938133166084\",\"45.60614178243116\",\"45.93876085295428\",\"46.2883428092579\",\"46.65042970436143\"])\n", + "T1200 = np.array([\"43.50211594568874\",\"43.97527181528498\",\"44.46282048306486\",\"44.96331269500535\",\"45.47915438678598\",\"46.005096395553494\",\"44.3150466682018\",\"44.77547815392289\",\"45.249264736469335\",\"45.73632122616192\",\"46.23620735741138\",\"46.75087221962785\",\"45.130128921162566\",\"45.579619773504504\",\"46.04039981451561\",\"46.514289111307946\",\"47.00087692831748\",\"47.50032350352602\",\"45.95476018415644\",\"46.389379144360724\",\"46.83961452490772\",\"47.30054956113451\",\"47.77451281827034\",\"48.26020496320508\",\"46.782802646933796\",\"47.20510812386976\",\"47.640895397666284\",\"48.089170949561236\",\"48.552118961213885\",\"49.024824418691146\",\"47.61788468437165\",\"48.0281029336541\",\"48.451546100315205\",\"48.887329737304704\",\"49.337583804221204\",\"49.797473922510704\"])\n", + "T1230 = np.array([\"47.37298481099091\",\"47.93921762829051\",\"48.51690408097273\",\"49.1039174123586\",\"49.70323218372862\",\"50.30944323805887\",\"48.08432474158632\",\"48.637522367927055\",\"49.20052156792213\",\"49.77369095450026\",\"50.35664786987366\",\"50.95153566217326\",\"48.799956197111236\",\"49.34116735117\",\"49.89048639142745\",\"50.44995524366404\",\"51.01921032206644\",\"51.598821137349184\",\"49.52631380121321\",\"50.05158099135184\",\"50.58971472382445\",\"51.135574465877916\",\"51.692030283912295\",\"52.25711994962813\",\"50.257933853848876\",\"50.76986420180333\",\"51.29288921767152\",\"51.82532763166959\",\"52.36989087901145\",\"52.92146463286269\",\"50.99796155460589\",\"51.496677035303684\",\"52.006364170309126\",\"52.52544459678632\",\"53.05656813151169\",\"53.59469125116787\"])\n", + "T1300 = np.array([\"51.86525278681334\",\"52.50163138171818\",\"53.14708458600082\",\"53.79892021300535\",\"54.460587741235656\",\"55.12664473307323\",\"52.4729318119723\",\"53.09676204632896\",\"53.72743690884621\",\"54.365731742394566\",\"55.01135058606687\",\"55.66655438303498\",\"53.086105823806854\",\"53.697745531359175\",\"54.314860099119265\",\"54.939646274813256\",\"55.57180679440118\",\"56.21228177556476\",\"53.710287788163946\",\"54.30582397615151\",\"54.911834221627075\",\"55.523085692916375\",\"56.14288368017729\",\"56.76873351633969\",\"54.34076022365604\",\"54.92277239554441\",\"55.51380541502224\",\"56.111594587658\",\"56.71929353868736\",\"57.331720241866364\",\"54.98022277571468\",\"55.54872124023649\",\"56.1261978658082\",\"56.71049383377817\",\"57.30468131154461\",\"57.9036473467872\"])\n", + "T1330 = np.array([\"56.82200151394028\",\"57.51028685462972\",\"58.20580702908052\",\"58.905428907703616\",\"59.612941706258766\",\"60.32294837016508\",\"57.32873029450165\",\"58.00528311267857\",\"58.686343393951205\",\"59.37302749942263\",\"60.06509818942504\",\"60.76490058032287\",\"57.84131104011324\",\"58.505892757586004\",\"59.17387410932022\",\"59.847556632941895\",\"60.5267054615\",\"61.21256539012508\",\"58.36435865451906\",\"59.01316289095367\",\"59.670471969779854\",\"60.331039354919255\",\"60.99853073445001\",\"61.6699836082924\",\"58.89394241575616\",\"59.52948715602527\",\"60.17235119183574\",\"60.81979754299718\",\"61.47531349684327\",\"62.13373380049016\",\"59.43232983181762\",\"60.054530295128494\",\"60.68405285944021\",\"61.3182481911775\",\"61.96053628082873\",\"62.60580514800309\"])\n", + "T1400 = np.array([\"62.12047306956876\",\"62.84662980092738\",\"63.57863706129193\",\"64.312980592758\",\"65.05370823983753\",\"65.79550053493416\",\"62.53087253131712\",\"63.246180395366196\",\"63.96416740688413\",\"64.68622745650455\",\"65.41218301461255\",\"66.1444058308444\",\"62.94682454485622\",\"63.650520562215156\",\"64.35602268760988\",\"65.06567569716411\",\"65.77930370776433\",\"66.49839779078314\",\"63.372092113011014\",\"64.06053517876158\",\"64.75588599847472\",\"65.45296073560695\",\"66.15567487915047\",\"66.86068908837552\",\"63.80349610985502\",\"64.47912423001112\",\"65.16072632129466\",\"65.84514350953924\",\"66.53613331646902\",\"67.22858765262404\",\"64.24289592060603\",\"64.9055655925753\",\"65.57421869649646\",\"66.24579206083693\",\"66.92396218595137\",\"67.60368642673636\"])\n", + "\n", + "print(T1000.astype(np.float).mean())\n", + "print(T1030.astype(np.float).mean())\n", + "print(T1100.astype(np.float).mean())\n", + "print(T1130.astype(np.float).mean())\n", + "print(T1200.astype(np.float).mean())\n", + "print(T1230.astype(np.float).mean())\n", + "print(T1300.astype(np.float).mean())\n", + "print(T1330.astype(np.float).mean())\n", + "print(T1400.astype(np.float).mean())" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "609e514c-4529-4547-b5d1-1670049a233a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x360 with 4 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "cmapr = cm.Reds(np.linspace(0.2,1,9))\n", + "cmapb = cm.Blues(np.linspace(0.2,1,9))\n", + "hour = ['10','10:30','11','11:30','12','12:30','13','13:30','14']\n", + "\n", + "fig, axes = plt.subplots(nrows=1, ncols=4, figsize=(20, 5))\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " if i == 0:\n", + " \n", + " for t in range(9):\n", + " ax.plot(ds_lib1[0]['ddt_radlw_smean'][t].values-ds_lib1[2]['ddt_radlw_smean'][t].values,z_fl2,color=cmapb[t],lw=1\n", + " ,alpha=1)\n", + " ax.plot(ds_lib1[1]['ddt_radlw_smean'][t].values-ds_lib1[3]['ddt_radlw_smean'][t].values,z_fl2,color=cmapr[t],lw=1\n", + " ,alpha=1,label='Hour: '+hour[t]+'')\n", + " \n", + " difflw = ds_lib1[0]['ddt_radlw_tmean'].values - ds_lib1[2]['ddt_radlw_tmean'].values\n", + " diffsw = ds_lib1[1]['ddt_radlw_tmean'].values - ds_lib1[3]['ddt_radlw_tmean'].values\n", + " total_diff = difflw + diffsw\n", + "\n", + " ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " ax.plot(diffsw,z_fl2,color='#e6194B',lw=3)\n", + " ax.plot(difflw,z_fl2,color='#4363d8',lw=3)\n", + " ax.plot(total_diff,z_fl2,color='#000000',lw=3)\n", + " #lg=colorlegend.color_legend(ax,loc=2,fsize=10)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('3D cloud radiative effects (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,3])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.3,0.3)\n", + " ax.set_xticks(np.linspace(-0.3,0.3,5))\n", + " ax.set_xlim([-0.315,0.3])\n", + " \n", + " ax.text(-0.29, 2.9, \"10:00, 40.15$^o$\", color=cmapr[0], size=13)\n", + " ax.text(-0.29, 2.7, \"10:30, 40.20$^o$\", color=cmapr[1], size=13)\n", + " ax.text(-0.29, 2.5, \"11:00, 41.40$^o$\", color=cmapr[2], size=13)\n", + " ax.text(-0.29, 2.3, \"11:30, 43.60$^o$\", color=cmapr[3], size=13)\n", + " ax.text(-0.29, 2.1, \"12:00, 46.70$^o$\", color=cmapr[4], size=13)\n", + " \n", + " ax.text(0.02, 2.9, \"12:30, 50.50$^o$\", color=cmapr[5], size=13)\n", + " ax.text(0.02, 2.7, \"13:00, 55.00$^o$\", color=cmapr[6], size=13)\n", + " ax.text(0.02, 2.5, \"13:30, 59.80$^o$\", color=cmapr[7], size=13)\n", + " ax.text(0.02, 2.3, \"14:00, 65.00$^o$\", color=cmapr[8], size=13)\n", + " \n", + " if i == 1:\n", + " \n", + " #for t in range(9):\n", + " # ax.plot(ds_lib2[0]['ddt_radlw_smean'][t].values-ds_lib2[2]['ddt_radlw_smean'][t].values,z_fl2,color=cmapb[t],lw=0.5,alpha=0.5)\n", + " # ax.plot(ds_lib2[1]['ddt_radlw_smean'][t].values-ds_lib2[3]['ddt_radlw_smean'][t].values,z_fl2,color=cmapr[t],lw=0.5,alpha=0.5)\n", + " \n", + " difflw = ds_lib2[0]['ddt_radlw_tmean'].values - ds_lib2[2]['ddt_radlw_tmean'].values\n", + " diffsw = ds_lib2[1]['ddt_radlw_tmean'].values - ds_lib2[3]['ddt_radlw_tmean'].values\n", + " total_diff = difflw + diffsw\n", + "\n", + " ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " ax.plot(diffsw,z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(difflw,z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(total_diff,z_fl2,color='#000000',label='Net',lw=3)\n", + " lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " \n", + " #ax.text(-0.09, 12, \"Shortwave\", color=\"#e6194B\", size=14, ha=\"left\", va=\"top\")\n", + " #ax.text(-0.09, 11.25, \"Longwave\", color='#4363d8', size=14, ha=\"left\", va=\"top\")\n", + " #ax.text(-0.09, 10.5, \"Total\", color='gray', size=14, va=\"top\")\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('3D cloud radiative effects (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " #ax.set_yticklabels([])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.1,0.1)\n", + " ax.set_xticks(np.linspace(-0.1,0.1,5))\n", + " ax.set_xlim([-0.105,0.1])\n", + " \n", + " if i == 2:\n", + " difflw = ds_lib3[0]['ddt_radlw_tmean'].values - ds_lib3[2]['ddt_radlw_tmean'].values\n", + " diffsw = ds_lib3[1]['ddt_radlw_tmean'].values - ds_lib3[3]['ddt_radlw_tmean'].values\n", + " total_diff = difflw + diffsw\n", + "\n", + " ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " ax.plot(diffsw,z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(difflw,z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(total_diff,z_fl2,color='#000000',label='Total',lw=3)\n", + " #lg=colorlegend.color_legend(ax,loc=2,fsize=14)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('3D cloud radiative effects (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.04,0.04)\n", + " ax.set_xticks(np.linspace(-0.04,0.04,5))\n", + " ax.set_xlim([-0.042,0.04])\n", + " \n", + " if i == 3:\n", + " difflw = ds_lib4[0]['ddt_radlw_tmean'].values - ds_lib4[2]['ddt_radlw_tmean'].values\n", + " diffsw = ds_lib4[1]['ddt_radlw_tmean'].values - ds_lib4[3]['ddt_radlw_tmean'].values\n", + " total_diff = difflw + diffsw\n", + "\n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " ax.plot(diffsw,z_fl2,color='#e6194B',label='Shortwave',lw=3)\n", + " ax.plot(difflw,z_fl2,color='#4363d8',label='Longwave',lw=3)\n", + " ax.plot(total_diff,z_fl2,color='#000000',label='Total',lw=3)\n", + " #lg=colorlegend.color_legend(ax,loc=2,fsize=14)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('3D cloud radiative effects (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.04,0.04)\n", + " ax.set_xticks(np.linspace(-0.04,0.04,5))\n", + " ax.set_xlim([-0.042,0.04])\n", + " \n", + " i = i + 1 \n", + "\n", + "fig.subplots_adjust(wspace=0.2,hspace=0.35) \n", + "plt.savefig('figure6.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure6.png', bbox_inches = 'tight',dpi=300) " + ] + }, + { + "cell_type": "markdown", + "id": "7c1a30dc-23e3-46db-afaf-54a56bd2f697", + "metadata": {}, + "source": [ + "## 5- 3D cloud radiative effects at 2.5 km resolution" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b3771733-cc79-41ff-aec6-6bbbd3fa21fc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '3D-1D coarse_graind shortwave RH')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1584x288 with 8 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "lat = np.linspace(37,43,1686)\n", + "lon = np.linspace(22,28,2064)\n", + "\n", + "lat1 = np.linspace(37,43,198)\n", + "lon1 = np.linspace(22,28,246)\n", + "\n", + "plt.figure(figsize=(22,4))\n", + "\n", + "plt.subplot(141)\n", + "plt.pcolor(lon,lat,ds_lib1[1].ddt_dom1.isel(time=8,height=22).transpose(),cmap='seismic',vmin=-150,vmax=150)\n", + "plt.colorbar()\n", + "plt.xlim(23.5,24.5)\n", + "plt.ylim(39,40)\n", + "plt.xlabel('Longitude')\n", + "plt.ylabel('Latitude')\n", + "plt.title('3D shortwave RH')\n", + "\n", + "plt.subplot(142)\n", + "plt.pcolor(lon,lat,ds_lib1[3].ddt_dom1.isel(time=8,height=22).transpose(),cmap='seismic',vmin=-150,vmax=150)\n", + "plt.colorbar()\n", + "plt.xlim(23.5,24.5)\n", + "plt.ylim(39,40)\n", + "plt.xlabel('Longitude')\n", + "plt.ylabel('Latitude')\n", + "plt.title('1D shortwave RH')\n", + "\n", + "plt.subplot(143)\n", + "diff = ds_lib1[1].ddt_dom1.isel(time=8,height=22) - ds_lib1[3].ddt_dom1.isel(time=8,height=22)\n", + "plt.pcolor(lon,lat,diff.transpose(),cmap='seismic',vmin=-50,vmax=50)\n", + "plt.colorbar()\n", + "plt.xlim(23.5,24.5)\n", + "plt.ylim(39,40)\n", + "plt.xlabel('Longitude')\n", + "plt.ylabel('Latitude')\n", + "plt.title('3D-1D shortwave RH')\n", + "\n", + "diff_cg = []\n", + "tm1 = np.array_split(diff.transpose('lon','lat').values,246,axis=0) #2.5 km grid spacing\n", + "arr1 = np.zeros((246,198))\n", + "#-----------------------------------------------\n", + "for i in range(len(tm1)):\n", + " tmm_1 = np.array_split(tm1[i],198,axis=1)\n", + " for j in range(len(tmm_1)):\n", + " arr1[i,j] = tmm_1[j].mean() \n", + " #--------------------------------------------------\n", + "diff_cg=xr.DataArray(arr1,dims=[\"lon\", \"lat\"]) \n", + "\n", + "plt.subplot(144)\n", + "plt.pcolor(lon1,lat1,diff_cg.transpose(),cmap='seismic',vmin=-25,vmax=25)\n", + "plt.colorbar()\n", + "plt.xlim(23.5,24.5)\n", + "plt.ylim(39,40)\n", + "plt.xlabel('Longitude')\n", + "plt.ylabel('Latitude')\n", + "plt.title('3D-1D coarse_graind shortwave RH')" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "6cf439d2-42c5-41f2-a80d-5ed2df441da1", + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "97b853b1-a30d-4c3f-b831-edf43b2c2d78", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure5.pdf b/plots4paper/figure5.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6ebbd8ae352c94ca87602088501e41fc353138d5 Binary files /dev/null and b/plots4paper/figure5.pdf differ diff --git a/plots4paper/figure6.pdf b/plots4paper/figure6.pdf new file mode 100644 index 0000000000000000000000000000000000000000..96575d32f7d2593891f752ace4368f065d4c3fa5 Binary files /dev/null and b/plots4paper/figure6.pdf differ diff --git a/plots4paper/figure7&8.ipynb b/plots4paper/figure7&8.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..6a183dbedfe547c6e30350179e9d9d4560dd79a5 --- /dev/null +++ b/plots4paper/figure7&8.ipynb @@ -0,0 +1,652 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 7 & 8\n", + "\n", + "**Figure 7.** Cross-sections of (a) shortwave, (b) longwave, and (c) net CRH calculated with the ice-optical parameterization of Fu in the WCB ascent region. Panels (d-f) show CRH differences between the ice schemes of Fu and Baum with the general habit mixture (Fu - Baum). Cross-sections are shown at hour 12 and at 3$^{\\circ}$ longitude.\n", + "\n", + "**Figure 8.** Impact of ice-optical parameterization on time- and domain-averaged CRH in the three WCB regions. The CRH differences are calculated between the radiative transfer calculations with the ice schemes of Fu and Baum (Fu - Baum). The differences between Fu and Baum with general habit mixture (ghm), solid column (sc), and rough-aggregated (ra) habits are shown with solid lines, dashed lines, and dotted lines, as is indicated in the legend.\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "05c4817c-8fda-4e9f-9f42-8b74b7af5adf", + "metadata": {}, + "source": [ + "**Since datasets are large, I use DASK to speed up my analysis**" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "daa2683a-2fb1-43ba-ab6e-415dce04ee27", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<table style=\"border: 2px solid white;\">\n", + "<tr>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Client</h3>\n", + "<ul style=\"text-align: left; list-style: none; margin: 0; padding: 0;\">\n", + " <li><b>Scheduler: </b>tcp://127.0.0.1:42241</li>\n", + " <li><b>Dashboard: </b><a href='/user/b381185/levante-spawner-preset//proxy/44101/status' target='_blank'>/user/b381185/levante-spawner-preset//proxy/44101/status</a></li>\n", + "</ul>\n", + "</td>\n", + "<td style=\"vertical-align: top; border: 0px solid white\">\n", + "<h3 style=\"text-align: left;\">Cluster</h3>\n", + "<ul style=\"text-align: left; list-style:none; margin: 0; padding: 0;\">\n", + " <li><b>Workers: </b>16</li>\n", + " <li><b>Cores: </b>256</li>\n", + " <li><b>Memory: </b>252.72 GB</li>\n", + "</ul>\n", + "</td>\n", + "</tr>\n", + "</table>" + ], + "text/plain": [ + "<Client: 'tcp://127.0.0.1:42241' processes=16 threads=256, memory=252.72 GB>" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import dask\n", + "from dask.distributed import Client, progress, wait\n", + "dask.config.config.get('distributed').get('dashboard').update({'link':'{JUPYTERHUB_SERVICE_PREFIX}/proxy/{port}/status'})\n", + "client = Client()\n", + "client" + ] + }, + { + "cell_type": "markdown", + "id": "b1f71995-2a2b-49a4-9ab3-c56a389a5964", + "metadata": {}, + "source": [ + "## 2- Loading datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d8792fad-2a58-45e3-86a9-eac4d7cdeff8", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading datasets for the 4 simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bfff1bc1-4eed-4ddc-8e71-fa5ef73eebc6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# all libradtrn simulation using ice parametrization of Fu and Baum\n", + "def load_simulations(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01','02','03','04']: # different ice param\n", + " ds = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested',\n", + " chunks={'height': 50},parallel=True).isel(height=slice(0,140))\n", + " ds.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds)\n", + " return ds_list \n", + "#-------------------------------------\n", + "ds_lib2=load_simulations(1)\n", + "ds_lib3=load_simulations(2)\n", + "ds_lib4=load_simulations(3)\n", + "\n", + "## height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "z_fl = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km\n", + "# select between index 0:140\n", + "z_fl2 = z_fl[10:150][::-1]" + ] + }, + { + "cell_type": "markdown", + "id": "aa998ccb-3c0e-4f92-9cc5-5d35f659f60b", + "metadata": {}, + "source": [ + "## 3- Average profiles of CRH" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "cea78232-b730-4039-8ded-a9fdd3f8adce", + "metadata": {}, + "outputs": [], + "source": [ + "# excluding boundaries and takin domain average\n", + "for i in range(8):\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon','time']).values" + ] + }, + { + "cell_type": "markdown", + "id": "69ba8135-1543-4231-a841-bef5032b5e4d", + "metadata": {}, + "source": [ + "## 4- Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "91f65f18-7c64-4bcc-8714-fb9d71a6cd76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x720 with 6 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# plot\n", + "fig, axes = plt.subplots(nrows=2, ncols=3, figsize=(15, 10))\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " if i == 0:\n", + " # SW diff\n", + " difflw_1 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[7]['ddt_radlw_mean'].values\n", + " #total_diff1 = difflw_1 + diffsw_1\n", + " #total_diff2 = difflw_2 + diffsw_2\n", + " #total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " ax.set_title('WCB ascent', fontsize=15,pad=15)\n", + " ax.plot(diffsw_1,z_fl2,color='#e6194B',lw=3)#,label='Fu - Baum_ghm')\n", + " ax.plot(diffsw_2,z_fl2,color='#e6194B',linestyle='dashed',lw=3)#,label='Fu - Baum_sc')\n", + " ax.plot(diffsw_3,z_fl2,color='#e6194B',linestyle='dotted',lw=3)#,label='Fu - Baum_rg')\n", + "\n", + " ax.plot(difflw_1,z_fl2,color='#4363d8',lw=3)\n", + " ax.plot(difflw_2,z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " ax.plot(difflw_3,z_fl2,color='#4363d8',linestyle='dotted',lw=3)\n", + " \n", + " #ax.legend([(\"#e6194B\",\"solid\"), (\"#e6194B\",\"dashed\"), (\"#e6194B\",\"dotted\")], ['Fu - Baum_ghm', \"Fu - Baum_sc\",\"Fu - Baum_rg\"],\n", + " # handler_map={tuple: AnyObjectHandler()},loc=6,fontsize=11,frameon=False)\n", + " \n", + " #ax.plot(total_diff1,z_fl2,color='#000000',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',alpha=0.5)\n", + " #ax.legend(loc=6)\n", + " #lg=colorlegend.color_legend(ax,loc=2,fsize=14)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4])\n", + " \n", + " if i == 1:\n", + " # SW diff\n", + " difflw_1 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[7]['ddt_radlw_mean'].values\n", + "\n", + " \n", + " ax.set_title('WCB cyclonic outflow', fontsize=15,pad=15)\n", + " ax.plot(diffsw_1,z_fl2,color='#e6194B',lw=3)#,label='Fu - Baum_ghm')\n", + " ax.plot(diffsw_2,z_fl2,color='#e6194B',linestyle='dashed',lw=3)#,label='Fu - Baum_sc')\n", + " ax.plot(diffsw_3,z_fl2,color='#e6194B',linestyle='dotted',lw=3)#,label='Fu - Baum_rg')\n", + "\n", + " ax.plot(difflw_1,z_fl2,color='#4363d8',lw=3)\n", + " ax.plot(difflw_2,z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " ax.plot(difflw_3,z_fl2,color='#4363d8',linestyle='dotted',lw=3)\n", + " \n", + " total_diff1 = difflw_1 + diffsw_1\n", + " total_diff2 = difflw_2 + diffsw_2\n", + " total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " #ax.plot(total_diff1,z_fl2,color='#000000',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',alpha=0.5)\n", + " #ax.legend(loc=2,fontsize=11,frameon=False)\n", + "\n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4])\n", + " \n", + " ax.text(0.03, 11.8, \"Shortwave\", color=\"#e6194B\", size=14, ha=\"left\", va=\"top\")\n", + " ax.text(0.03, 11, \"Longwave\", color='#4363d8', size=14, ha=\"left\", va=\"top\")\n", + " #ax.text(0.03, 10.25, \"Total\", color='#000000', size=14, va=\"top\",alpha=0.5)\n", + " ax.text(0.03, 10.2, \"solid: Fu - Baum_ghm\", color=\"gray\", size=14, va=\"top\")\n", + " ax.text(0.03, 9.4, \"dashed: Fu - Baum_sc\", color=\"gray\", size=14, va=\"top\")\n", + " ax.text(0.03, 8.6, \"dotted: Fu - Baum_ra\", color=\"gray\", size=14, va=\"top\")\n", + " \n", + " if i == 2:\n", + " # SW diff\n", + " difflw_1 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[7]['ddt_radlw_mean'].values\n", + "\n", + " \n", + " ax.set_title('WCB anticyclonic outflow', fontsize=15,pad=15)\n", + " ax.plot(diffsw_1,z_fl2,color='#e6194B',lw=3)#,label='Fu - Baum_ghm')\n", + " ax.plot(diffsw_2,z_fl2,color='#e6194B',linestyle='dashed',lw=3)#,label='Fu - Baum_sc')\n", + " ax.plot(diffsw_3,z_fl2,color='#e6194B',linestyle='dotted',lw=3)#,label='Fu - Baum_rg')\n", + "\n", + " ax.plot(difflw_1,z_fl2,color='#4363d8',lw=3)\n", + " ax.plot(difflw_2,z_fl2,color='#4363d8',linestyle='dashed',lw=3)\n", + " ax.plot(difflw_3,z_fl2,color='#4363d8',linestyle='dotted',lw=3)\n", + " \n", + " total_diff1 = difflw_1 + diffsw_1\n", + " total_diff2 = difflw_2 + diffsw_2\n", + " total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " #ax.plot(total_diff1,z_fl2,color='#000000',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',alpha=0.5)\n", + " #ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',alpha=0.5)\n", + " \n", + " #ax.legend(loc=2,fontsize=11,frameon=False)\n", + "\n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(e)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4])\n", + " \n", + " \n", + " if i == 3:\n", + " # SW diff\n", + " difflw_1 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib2[0]['ddt_radlw_mean'].values - ds_lib2[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib2[4]['ddt_radlw_mean'].values - ds_lib2[7]['ddt_radlw_mean'].values\n", + " total_diff1 = difflw_1 + diffsw_1\n", + " total_diff2 = difflw_2 + diffsw_2\n", + " total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " ax.plot(total_diff1,z_fl2,color='#000000',label='Total',lw=3)\n", + " ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',lw=3)\n", + " ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',lw=3)\n", + " #ax.legend(loc=6)\n", + " #lg=colorlegend.color_legend(ax,loc=2,fsize=14)\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4])\n", + " \n", + " if i == 4:\n", + " # SW diff\n", + " difflw_1 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib3[0]['ddt_radlw_mean'].values - ds_lib3[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib3[4]['ddt_radlw_mean'].values - ds_lib3[7]['ddt_radlw_mean'].values\n", + " total_diff1 = difflw_1 + diffsw_1\n", + " total_diff2 = difflw_2 + diffsw_2\n", + " total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " ax.plot(total_diff1,z_fl2,color='#000000',label='Total',lw=3)\n", + " ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',lw=3)\n", + " ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',lw=3)\n", + "\n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_ylim([0,12])\n", + " ax.text(0.03, 11.8, \"Net\", color=\"#000000\", size=14, ha=\"left\", va=\"top\")\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4])\n", + " \n", + " if i == 5:\n", + " # SW diff\n", + " difflw_1 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[1]['ddt_radlw_mean'].values\n", + " difflw_2 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[2]['ddt_radlw_mean'].values\n", + " difflw_3 = ds_lib4[0]['ddt_radlw_mean'].values - ds_lib4[3]['ddt_radlw_mean'].values\n", + " # LW diff\n", + " diffsw_1 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[5]['ddt_radlw_mean'].values\n", + " diffsw_2 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[6]['ddt_radlw_mean'].values\n", + " diffsw_3 = ds_lib4[4]['ddt_radlw_mean'].values - ds_lib4[7]['ddt_radlw_mean'].values\n", + " total_diff1 = difflw_1 + diffsw_1\n", + " total_diff2 = difflw_2 + diffsw_2\n", + " total_diff3 = difflw_3 + diffsw_3\n", + " \n", + " ax.plot(total_diff1,z_fl2,color='#000000',label='Total',lw=3)\n", + " ax.plot(total_diff2,z_fl2,color='#000000',linestyle='dashed',label='Total',lw=3)\n", + " ax.plot(total_diff3,z_fl2,color='#000000',linestyle='dotted',label='Total',lw=3)\n", + "\n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(f)', transform=ax.transAxes, \n", + " size=14)\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.4,0.4)\n", + " ax.set_xticks(np.linspace(-0.4,0.4,5))\n", + " ax.set_xlim([-0.42,0.4]) \n", + " \n", + " i = i + 1 \n", + " \n", + "fig.subplots_adjust(wspace=0.2,hspace=0.35) \n", + "\n", + "plt.savefig('figure8.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure8.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "markdown", + "id": "22e60fe4-8002-4b67-b9aa-be4746688830", + "metadata": {}, + "source": [ + "## 5- longitude-latitude plots, WCB ascent region" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "441946cb-f178-46b3-85bd-fdde5a0801af", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x792 with 8 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=2, ncols=3, figsize=(15, 11))\n", + "i = 0\n", + "\n", + "## coordinates for plotting\n", + "lat = np.linspace(41,47,1686)\n", + "lon = np.linspace(-1,5,2064)\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.set_ylim([0,12])\n", + " \n", + " if i == 0:\n", + " sw = ds_lib2[4].ddt_radlw.isel(time=4,lon=1050)\n", + " im0 = ax.pcolor(lat,z_fl2,sw.transpose(),cmap='seismic',vmin=-25,vmax=25)\n", + " ax.set_title(' Shortwave CRH', fontsize=14)\n", + " ax.set_xticklabels([])\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(a) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 1:\n", + " lw = ds_lib2[0].ddt_radlw.isel(time=4,lon=1050)\n", + " im = ax.pcolor(lat,z_fl2,lw.transpose(),cmap='seismic',vmin=-25,vmax=25)\n", + " ax.set_title(' Longwave CRH', fontsize=14)\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(b) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " if i == 2:\n", + " nt = (ds_lib2[4].ddt_radlw + ds_lib2[0].ddt_radlw).isel(time=4,lon=1050)\n", + " im = ax.pcolor(lat,z_fl2,nt.transpose(),cmap='seismic',vmin=-25,vmax=25)\n", + " ax.set_title(' Net CRH', fontsize=14)\n", + " ax.set_xticklabels([])\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(c) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " ####################\n", + " \n", + " if i == 3:\n", + " diffsw = (ds_lib2[4].ddt_radlw - ds_lib2[5].ddt_radlw).isel(time=4,lon=1050)\n", + " im1 = ax.pcolor(lat,z_fl2,diffsw.transpose(),cmap='seismic',vmin=-5,vmax=5)\n", + " ax.set_xlabel('Latitude', fontsize=14)\n", + " ax.set_title(' Shortwave CRH difference', fontsize=14)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.text(0.0, 1.03, '(d) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 4:\n", + " difflw = (ds_lib2[0].ddt_radlw - ds_lib2[1].ddt_radlw).isel(time=4,lon=1050)\n", + " im = ax.pcolor(lat,z_fl2,difflw.transpose(),cmap='seismic',vmin=-5,vmax=5)\n", + " ax.set_xlabel('Latitude', fontsize=14)\n", + " ax.set_title(' Longwave CRH difference', fontsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(e) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " if i == 5:\n", + " nt1 = (ds_lib2[4].ddt_radlw + ds_lib2[0].ddt_radlw).isel(time=4,lon=1050)\n", + " nt2 = (ds_lib2[5].ddt_radlw + ds_lib2[1].ddt_radlw).isel(time=4,lon=1050)\n", + " diffnt = nt1 - nt2\n", + " im = ax.pcolor(lat,z_fl2,diffnt.transpose(),cmap='seismic',vmin=-5,vmax=5)\n", + " ax.set_xlabel('Latitude', fontsize=14)\n", + " ax.set_title(' Net CRH difference', fontsize=14)\n", + " ax.set_yticklabels([])\n", + " ax.text(0.0, 1.03, '(f) ', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " i = i + 1\n", + " \n", + "fig.subplots_adjust(wspace=0.1,hspace=0.25) \n", + "\n", + "cb_ax = fig.add_axes([0.92, 0.5425, 0.015, 0.335]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im0,cax=cb_ax,orientation='vertical',shrink=0.95,extend='both')\n", + "cbar.set_label(label='K day$^{-1}$', size='13',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=13)\n", + "\n", + "cb_ax = fig.add_axes([0.92, 0.125, 0.015, 0.335]) # xcenter/ycenter/width/height\n", + "cbar = fig.colorbar(im1,cax=cb_ax,orientation='vertical',shrink=0.95,extend='both')\n", + "cbar.set_label(label='K day$^{-1}$', size='13',labelpad=1)\n", + "cbar.ax.tick_params(labelsize=13)\n", + "\n", + "plt.text(.512, 0.505, 'Fu scheme - Baum scheme', transform=fig.transFigure, horizontalalignment='center',fontsize=17)\n", + "plt.text(.514, 0.92, 'Fu scheme', transform=fig.transFigure, horizontalalignment='center',fontsize=17)\n", + "\n", + "#plt.savefig('figure7.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure7.png', bbox_inches = 'tight',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "9e1b9f26-6d8f-4acb-808d-cad4f65e87cf", + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38dee131-bdc4-4884-a59a-cc7003b1517c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure7.pdf b/plots4paper/figure7.pdf new file mode 100644 index 0000000000000000000000000000000000000000..db9b7e566d0624a50549b6e1a1f22755553e0978 Binary files /dev/null and b/plots4paper/figure7.pdf differ diff --git a/plots4paper/figure8.pdf b/plots4paper/figure8.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0f1e75e68afb0cd1fbe9facc97f97809de38e85b Binary files /dev/null and b/plots4paper/figure8.pdf differ diff --git a/plots4paper/figure9.ipynb b/plots4paper/figure9.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..c3be4ad690f2f471e9f0a873127db48751001ca9 --- /dev/null +++ b/plots4paper/figure9.ipynb @@ -0,0 +1,476 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "115f93b6-8a4f-4f98-a0dc-2c79cceb1a7a", + "metadata": {}, + "source": [ + "# Figure 9\n", + "\n", + "**Figure 9.** Impact of cloud horizontal heterogeneity and vertical overlap on CRH that are not resolved at 2.5 \\unit{km} horizontal resolution. The CRH differences are calculated between the LEM reference calculation and the radiative transfer calculations for the homogeneous NWP clouds (NWP - LEM), with the solid lines for the homogeneous grid-box clouds (without overlap assumption) and the dotted lines for the homogeneous clouds with fractional cloud cover (with overlap assumption). Note the different x and y-axes for panels (a) and (b).\n", + "\n", + "---\n", + "@ Behrooz Keshtgar, KIT 2023" + ] + }, + { + "cell_type": "markdown", + "id": "8c69547d-1bf2-4b27-957a-95e15f48812c", + "metadata": {}, + "source": [ + "## 1- load python packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "039407e9-ae55-437b-8d36-b67a5aa76fa2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import colorlegend\n", + "from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)\n", + "import matplotlib.colors as mcolors\n", + "from matplotlib import cm\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "6bf9aea5-6e6e-46c9-925d-ce53a9042b21", + "metadata": {}, + "source": [ + "For reference, print package versions to screen:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "090549dc-8a05-4a15-a43a-2bef20f073d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "xarrary: 0.16.0\n", + "numpy: 1.23.5\n", + "matplotlib: 3.3.0\n" + ] + } + ], + "source": [ + "print('xarrary: ', xr.__version__)\n", + "print('numpy: ', np.__version__)\n", + "import matplotlib; print('matplotlib:', matplotlib.__version__); del matplotlib" + ] + }, + { + "cell_type": "markdown", + "id": "b1f71995-2a2b-49a4-9ab3-c56a389a5964", + "metadata": {}, + "source": [ + "## 2- Loading datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d8792fad-2a58-45e3-86a9-eac4d7cdeff8", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary for loading datasets for the 4 simulations\n", + "simdict = {\n", + " 'LC1-LES-471x667km-lon25-lat40-300m-0006' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon40-lat44-300m-0003' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon30-lat53-300m-0005' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " 'LC1-LES-471x667km-lon50-lat48-300m-0004' : {'res':'300', 'radiation':4, 'mphy':4}, # Only cloud radiation\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bfff1bc1-4eed-4ddc-8e71-fa5ef73eebc6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Working on loading data for LC1-LES-471x667km-lon25-lat40-300m-0006\n", + "Working on loading data for LC1-LES-471x667km-lon40-lat44-300m-0003\n", + "Working on loading data for LC1-LES-471x667km-lon30-lat53-300m-0005\n", + "Working on loading data for LC1-LES-471x667km-lon50-lat48-300m-0004\n" + ] + } + ], + "source": [ + "# all libradtrn simulation using ice parametrization of Fu\n", + "def load_simulations1(num):\n", + " ds_list = []\n", + " sim = list(simdict.keys())[num]\n", + " print('Working on loading data for', sim)\n", + " path = '/work/bb1135/icon_output/'+sim+'/input4libradtran/libradtran/output_netcdf/'\n", + " for solver in ['ipa3d']:\n", + " # loop over sources (thermal/solar)\n", + " for source in ['thermal','solar']:\n", + " # loop over sim types\n", + " for nsim in ['01']: # simulations with ice param of Fu (1998)\n", + " # delta-eddington two-stream using LEM clouds\n", + " ds1 = xr.open_mfdataset(path+'ds_librad2_05T*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + " ds1.attrs['sim_name'] = 'ds_librad_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds1)\n", + " #--------------------------------------------------\n", + " # delta-eddington two-stream using homogenized clouds \n", + " # with 2.5 km horizontal resolution\n", + " ds2 = xr.open_mfdataset(path+'ds_librad_dl_*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + " ds2.attrs['sim_name'] = 'ds_librad_dl_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds2)\n", + " #--------------------------------------------------\n", + " # delta-eddington two-stream using homogenized clouds with fractions \n", + " # at 2.5 km horizontal resolution\n", + " ds3 = xr.open_mfdataset(path+'ds_librad_cg_*_'+source+'_'+solver+'_'+nsim+'.nc',concat_dim='time',combine='nested').isel(height=slice(0,140))\n", + " ds3.attrs['sim_name'] = 'ds_librad_cg_'+source+'_'+solver+'_'+nsim+''\n", + " ds_list.append(ds3)\n", + " return ds_list \n", + "#-------------------------------------\n", + "ds_lib1=load_simulations1(0)\n", + "ds_lib2=load_simulations1(1)\n", + "ds_lib3=load_simulations1(2)\n", + "ds_lib4=load_simulations1(3)\n", + "#-------------------------------------\n", + "## I need height values at full-levels\n", + "z_ifc = xr.open_dataset('/work/bb1135/icon_output/LC1-LES-471x667km-lon40-lat44-300m-0003/icon-atm3d_ML_20220105T120033Z.nc')[\"z_ifc\"].isel(ncells=20000)\n", + "z_fl = ((z_ifc - z_ifc.diff('height_3')/2).values)*1e-3 # km\n", + "# select between index 0:140\n", + "z_fl2 = z_fl[10:150][::-1]" + ] + }, + { + "cell_type": "markdown", + "id": "aa998ccb-3c0e-4f92-9cc5-5d35f659f60b", + "metadata": {}, + "source": [ + "## 3- Average profiles of CRH" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "cea78232-b730-4039-8ded-a9fdd3f8adce", + "metadata": {}, + "outputs": [], + "source": [ + "# excluding boundaries and takin domain average\n", + "for i in range(6):\n", + " if i in [0,3]:\n", + " ds_lib1[i]['ddt_radlw_mean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(10,ds_lib1[i].lon.size-10),lat=slice(5,ds_lib1[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(10,ds_lib2[i].lon.size-10),lat=slice(5,ds_lib2[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(10,ds_lib3[i].lon.size-10),lat=slice(5,ds_lib3[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(10,ds_lib4[i].lon.size-10),lat=slice(5,ds_lib4[i].lat.size-5)).mean(dim=['lat','lon','time']).values\n", + " else:\n", + " ds_lib1[i]['ddt_radlw_mean'] = ds_lib1[i]['ddt_radlw'].isel(lon=slice(1,ds_lib1[i].lon.size-1),lat=slice(1,ds_lib1[i].lat.size-1)).mean(dim=['lat','lon','time']).values\n", + " ds_lib2[i]['ddt_radlw_mean'] = ds_lib2[i]['ddt_radlw'].isel(lon=slice(1,ds_lib2[i].lon.size-1),lat=slice(1,ds_lib2[i].lat.size-1)).mean(dim=['lat','lon','time']).values\n", + " ds_lib3[i]['ddt_radlw_mean'] = ds_lib3[i]['ddt_radlw'].isel(lon=slice(1,ds_lib3[i].lon.size-1),lat=slice(1,ds_lib3[i].lat.size-1)).mean(dim=['lat','lon','time']).values\n", + " ds_lib4[i]['ddt_radlw_mean'] = ds_lib4[i]['ddt_radlw'].isel(lon=slice(1,ds_lib4[i].lon.size-1),lat=slice(1,ds_lib4[i].lat.size-1)).mean(dim=['lat','lon','time']).values" + ] + }, + { + "cell_type": "markdown", + "id": "69ba8135-1543-4231-a841-bef5032b5e4d", + "metadata": {}, + "source": [ + "## 4- Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "91f65f18-7c64-4bcc-8714-fb9d71a6cd76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x720 with 8 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(nrows=2, ncols=4, figsize=(20, 10))\n", + "i = 0\n", + "\n", + "for ax in axes.flat:\n", + " ax.tick_params(labelsize=14)\n", + " ax.spines['top'].set_color('none')\n", + " ax.spines['right'].set_color('none')\n", + " ax.spines['left'].set_color('none')\n", + " \n", + " if i == 0:\n", + " ax.set_title('Shallow cumulus', fontsize=15,pad=15)\n", + " \n", + " ax.plot((ds_lib1[1]['ddt_radlw_mean'].values-ds_lib1[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linewidth=3,label='Longwave')\n", + " ax.plot((ds_lib1[2]['ddt_radlw_mean'].values-ds_lib1[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " ax.plot((ds_lib1[4]['ddt_radlw_mean'].values-ds_lib1[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle='-',linewidth=3,label='Shortwave')\n", + " ax.plot((ds_lib1[5]['ddt_radlw_mean'].values-ds_lib1[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " # total effect\n", + " net1 = ds_lib1[0]['ddt_radlw_mean'].values+ds_lib1[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib1[1]['ddt_radlw_mean'].values+ds_lib1[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib1[2]['ddt_radlw_mean'].values+ds_lib1[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.spines['bottom'].set_bounds(-3,3)\n", + " ax.set_xticks(np.linspace(-3,3,5))\n", + " ax.set_xlim([-3.2,3])\n", + " ax.set_ylim([0,3])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(a)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " \n", + " if i == 1:\n", + " \n", + " ax.set_title('WCB ascent', fontsize=14,pad=15)\n", + " \n", + " ax.plot((ds_lib2[1]['ddt_radlw_mean'].values-ds_lib2[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib2[2]['ddt_radlw_mean'].values-ds_lib2[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " ax.plot((ds_lib2[4]['ddt_radlw_mean'].values-ds_lib2[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib2[5]['ddt_radlw_mean'].values-ds_lib2[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " # total effect\n", + " net1 = ds_lib2[0]['ddt_radlw_mean'].values+ds_lib2[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib2[1]['ddt_radlw_mean'].values+ds_lib2[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib2[2]['ddt_radlw_mean'].values+ds_lib2[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " #ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(c)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 2:\n", + " \n", + " ax.set_title('WCB cyclonic outflow', fontsize=14,pad=15)\n", + " \n", + " ax.plot((ds_lib3[1]['ddt_radlw_mean'].values-ds_lib3[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib3[2]['ddt_radlw_mean'].values-ds_lib3[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " ax.plot((ds_lib3[4]['ddt_radlw_mean'].values-ds_lib3[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib3[5]['ddt_radlw_mean'].values-ds_lib3[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " # total effect\n", + " net1 = ds_lib3[0]['ddt_radlw_mean'].values+ds_lib3[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib3[1]['ddt_radlw_mean'].values+ds_lib3[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib3[2]['ddt_radlw_mean'].values+ds_lib3[5]['ddt_radlw_mean'].values\n", + "\n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,9])\n", + " ax.set_yticks(np.arange(0,9.5,1.5))\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(e)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 3:\n", + " \n", + " ax.set_title('WCB anticyclonic outflow', fontsize=14,pad=15)\n", + " \n", + " ax.plot((ds_lib4[1]['ddt_radlw_mean'].values-ds_lib4[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib4[2]['ddt_radlw_mean'].values-ds_lib4[0]['ddt_radlw_mean'].values),z_fl2,color='#4363d8',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " ax.plot((ds_lib4[4]['ddt_radlw_mean'].values-ds_lib4[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle='-',linewidth=3)\n", + " ax.plot((ds_lib4[5]['ddt_radlw_mean'].values-ds_lib4[3]['ddt_radlw_mean'].values),z_fl2,color='#e6194B',\n", + " linestyle=':',linewidth=3)\n", + " \n", + " # total effect\n", + " net1 = ds_lib4[0]['ddt_radlw_mean'].values+ds_lib4[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib4[1]['ddt_radlw_mean'].values+ds_lib4[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib4[2]['ddt_radlw_mean'].values+ds_lib4[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_yticklabels([])\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(g)', transform=ax.transAxes, \n", + " size=14) \n", + " \n", + " if i == 4:\n", + " \n", + " # total effect\n", + " net1 = ds_lib1[0]['ddt_radlw_mean'].values+ds_lib1[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib1[1]['ddt_radlw_mean'].values+ds_lib1[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib1[2]['ddt_radlw_mean'].values+ds_lib1[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.plot((net2-net1),z_fl2,color='k',linestyle='-',linewidth=3,label='Net')\n", + " ax.plot((net3-net1),z_fl2,color='k',linestyle=':',linewidth=3)\n", + " \n", + " #lg=colorlegend.color_legend(ax,loc=1,fsize=14)\n", + " \n", + " ax.spines['bottom'].set_bounds(-3,3)\n", + " ax.set_xticks(np.linspace(-3,3,5))\n", + " ax.set_xlim([-3.2,3])\n", + " ax.set_ylim([0,3])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_ylabel('Height (km)', fontsize=14)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(b)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 5:\n", + " \n", + " # total effect\n", + " net1 = ds_lib2[0]['ddt_radlw_mean'].values+ds_lib2[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib2[1]['ddt_radlw_mean'].values+ds_lib2[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib2[2]['ddt_radlw_mean'].values+ds_lib2[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.plot((net2-net1),z_fl2,color='k',linestyle='-',linewidth=3)\n", + " ax.plot((net3-net1),z_fl2,color='k',linestyle=':',linewidth=3)\n", + " \n", + " \n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,12])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(d)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " \n", + " ax.text(0.04, 12, \"Net\", color=\"black\", size=14, va=\"top\")\n", + " ax.text(0.04, 11, \"solid: without overlap\\nassumption\", color=\"gray\", size=14, va=\"top\")\n", + " ax.text(0.04, 9, \"dotted: with overlap\\nassumption\", color=\"gray\", size=14, va=\"top\")\n", + " \n", + " if i == 6:\n", + " \n", + " # total effect\n", + " net1 = ds_lib3[0]['ddt_radlw_mean'].values+ds_lib3[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib3[1]['ddt_radlw_mean'].values+ds_lib3[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib3[2]['ddt_radlw_mean'].values+ds_lib3[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.plot((net2-net1),z_fl2,color='k',linestyle='-',linewidth=3)\n", + " ax.plot((net3-net1),z_fl2,color='k',linestyle=':',linewidth=3)\n", + " \n", + " \n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(f)', transform=ax.transAxes, \n", + " size=14)\n", + " \n", + " if i == 7:\n", + " \n", + " # total effect\n", + " net1 = ds_lib4[0]['ddt_radlw_mean'].values+ds_lib4[3]['ddt_radlw_mean'].values\n", + " net2 = ds_lib4[1]['ddt_radlw_mean'].values+ds_lib4[4]['ddt_radlw_mean'].values\n", + " net3 = ds_lib4[2]['ddt_radlw_mean'].values+ds_lib4[5]['ddt_radlw_mean'].values\n", + " \n", + " ax.plot((net2-net1),z_fl2,color='k',linestyle='-',linewidth=3)\n", + " ax.plot((net3-net1),z_fl2,color='k',linestyle=':',linewidth=3)\n", + " \n", + " \n", + " ax.spines['bottom'].set_bounds(-0.5,0.5)\n", + " ax.set_xticks(np.linspace(-0.5,0.5,5))\n", + " ax.set_xlim([-0.53,0.5])\n", + " ax.set_ylim([0,12])\n", + " ax.set_yticklabels([])\n", + " \n", + " ax.axvline(x=0, ymin=0.0, ymax=1,c='black', lw=1)\n", + " ax.set_xlabel('CRH difference (K day$^{-1}$)', fontsize=14)#,labelpad=10)\n", + " ax.text(0.0, 1.06, '(h)', transform=ax.transAxes, \n", + " size=14) \n", + " \n", + " i = i + 1\n", + "\n", + " \n", + "fig.subplots_adjust(wspace=0.2,hspace=0.35)\n", + "\n", + "plt.savefig('figure9.pdf', bbox_inches = 'tight')\n", + "plt.savefig('figure9.png', bbox_inches = 'tight',dpi=300) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "441946cb-f178-46b3-85bd-fdde5a0801af", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pycrh", + "language": "python", + "name": "pycrh" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/plots4paper/figure9.pdf b/plots4paper/figure9.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8588a258816946a05e9673bf55cb409d2bf11a9e Binary files /dev/null and b/plots4paper/figure9.pdf differ diff --git a/sims/README.md b/sims/README.md index b56f9e2d7faf64bddac361f39bfb4e0ffadd25bf..e5d824ad4d6f8dfeebfc9789f9fcb5258d0fd183 100644 --- a/sims/README.md +++ b/sims/README.md @@ -5,7 +5,6 @@ This directory contains the scripts for setting up the ICON model for both the b * The **preprocessing** subdirectory contains the scripts to prepare the initial and lateral boundary conditions from the ICON-NWP simulation for ICON-LEM simulations with DWD_ICON_tools and CDO. * The **runscript** subdirectory contains the ICON runscript for the baroclinic life cycle and large eddy model simulations. -- The baroclinic life cycle simulation follows the same model setup as in Keshtgar et al., 2023 (https://wcd.copernicus.org/articles/4/115/2023/). -- BLC simulation : LC1-channel-4000x9000km-2km-0002 + - The baroclinic life cycle simulation (*LC1-channel-4000x9000km-2km-0002) follows the same model setup as in Keshtgar et al., 2023 (https://wcd.copernicus.org/articles/4/115/2023/). - The model setup procedure is described here: https://gitlab.phaidra.org/climate/keshtgar-etal-crh-cyclone-wcd2022/-/tree/main/blc_initial_conditions