diff --git a/README.md b/README.md
index a71280e865d5d721b63d0d0fcf2d007c778dc5f2..7deacaf2abfe56348e87b4ce3f8befbc7f27ab1c 100644
--- a/README.md
+++ b/README.md
@@ -3,13 +3,12 @@
 Collection of scripts and figures for cloud-radiative heating rates derived from satellite observations.
 
 To download the CloudSat/Calipso heating rates of 2B-FLXHR-LIDAR via sftp, first follow the instructions at
-[https://www.cloudsat.cira.colostate.edu/order/sftp-access](https://www.cloudsat.cira.colostate.edu/order/sftp-access) to upload your ssh key and the IP address
-of the machine that you use for download. I found that to download the data using IMG Jet, I need to use SRVX1 as a jump server (maybe because of some UNIVIE-IMG firewall?):
+[https://www.cloudsat.cira.colostate.edu/order/sftp-access](https://www.cloudsat.cira.colostate.edu/order/sftp-access) to upload your ssh key and the IP address of the machine that you use for download. I found that to download the data using IMG Jet, I need to use SRVX1 as a jump server (maybe because of some UNIVIE-IMG firewall?):
 
 ``sftp -r -i ~/.ssh/id_rsa_cloudsat -J avoigt@srvx1.img.univie.ac.at aiko.voigtATunivie.ac.at@www.cloudsat.cira.colostate.edu:Data/2B-FLXHR-LIDAR.P2_R05/* .``
 
-``~/.ssh/id_rsa_cloudsat`` is the private key that I generated on SRVX1 and made available on both SRVX1 and Jet. Note that I submitted both the SRVX1 and the JEt ssh-keys and IP addresses
-to the Cloudsat website.
+``~/.ssh/id_rsa_cloudsat`` is the private key that I generated on SRVX1 and made available on both SRVX1 and Jet (this implies that I do not need to provide my password for SRVX1 but the passphrase of the key). Note that I submitted both the SRVX1 and the Jet ssh-keys and IP addresses
+to the Cloudsat website, though I tend to think that only the IP address of SRVX1 is needed.
 
 
 Information on the dataset is available
diff --git a/pythonenv/env.txt b/pythonenv/env.txt
index 0106588a221d7459c71a8a28d24f02b7dfd08bfd..4a3e96742db5f60b5a12c7d785c5ac8cff12b18b 100644
--- a/pythonenv/env.txt
+++ b/pythonenv/env.txt
@@ -3,48 +3,71 @@ channels:
 - https://conda.anaconda.org/conda-forge
 dependencies:
 - poppler=24.03.0=h590f24d_0
+- pure_eval=0.2.2=pyhd8ed1ab_0
 - proj=9.3.1=h1d62c97_0
 - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
 - rioxarray=0.15.1=pyhd8ed1ab_0
 - libcups=2.3.3=h4637d8d_4
 - libopenblas=0.3.26=pthreads_h413a1c8_0
 - libarchive=3.7.2=h2aa1ff5_1
+- debugpy=1.8.1=py312h30efb56_0
 - six=1.16.0=pyh6c4a22f_0
 - kealib=1.5.3=h2f55d51_0
 - distributed=2024.3.1=pyhd8ed1ab_0
 - python=3.12.2=hab00c5b_0_cpython
-- aws-c-s3=0.5.3=h4893938_0
-- libclang13=18.1.2=default_h5d6823c_1
-- libgfortran-ng=13.2.0=h69a702a_5
-- lcms2=2.16=hb7c19ff_0
-- libnetcdf=4.9.2=nompi_h9612171_113
+- stack_data=0.6.2=pyhd8ed1ab_0
+- libcblas=3.9.0=21_linux64_openblas
+- libgomp=13.2.0=h807b86a_5
+- giflib=5.2.1=h0b41bf4_3
+- sqlite=3.45.2=h2c6b66d_0
+- fonts-conda-ecosystem=1=0
+- lerc=4.0.0=h27087fc_0
+- libarrow-flight=15.0.2=hc6145d9_1_cpu
+- pulseaudio-client=17.0=hb77b528_0
+- xyzservices=2023.10.1=pyhd8ed1ab_0
+- cycler=0.12.1=pyhd8ed1ab_0
+- libllvm16=16.0.6=hb3ce162_3
+- libre2-11=2023.09.01=h5a48ba9_2
+- tblib=3.0.0=pyhd8ed1ab_0
+- pyshp=2.3.1=pyhd8ed1ab_0
+- libgpg-error=1.48=h71f35ed_0
+- libxcb=1.15=h0b41bf4_0
+- python-tzdata=2024.1=pyhd8ed1ab_0
+- ncurses=6.4.20240210=h59595ed_0
+- lame=3.100=h166bdaf_1003
+- aws-c-s3=0.5.4=h4893938_0
 - libabseil=20240116.1=cxx17_h59595ed_2
 - shapely=2.0.3=py312h9e6bd2c_0
 - libthrift=0.19.0=hb90f79a_1
 - certifi=2024.2.2=pyhd8ed1ab_0
 - aws-c-sdkutils=0.1.15=h4466546_2
 - mysql-common=8.3.0=hf1915f5_4
+- libcurl=8.7.1=hca28451_0
+- aws-c-common=0.9.14=hd590300_0
+- libutf8proc=2.8.0=h166bdaf_0
 - openssl=3.2.1=hd590300_1
-- readline=8.2=h8228510_1
-- lz4-c=1.9.4=hcb278e6_0
-- harfbuzz=8.3.0=h3d44ed6_0
-- llvmlite=0.42.0=py312hb06c811_1
-- gstreamer=1.22.9=h98fc4e7_1
-- pthread-stubs=0.4=h36c2ea0_1001
-- fonttools=4.50.0=py312h98912ed_0
-- libuuid=2.38.1=h0b41bf4_0
+- typing_extensions=4.10.0=pyha770c72_0
+- ipykernel=6.29.3=pyhd33586a_0
 - libvorbis=1.3.7=h9c3ff4c_0
+- azure-storage-blobs-cpp=12.10.0=h00ab1b0_1
+- libboost-headers=1.84.0=ha770c72_2
+- pygments=2.17.2=pyhd8ed1ab_0
 - pyproj=3.6.1=py312h38f1c37_5
+- libnghttp2=1.58.0=h47da74e_1
+- affine=2.4.0=pyhd8ed1ab_0
+- libglib=2.80.0=hf2295e7_1
 - xcb-util-image=0.4.0=h8ee46fc_1
-- libparquet=15.0.2=h352af49_1_cpu
-- mpg123=1.32.4=h59595ed_0
-- libgcrypt=1.10.3=hd590300_0
-- geos=3.12.1=h59595ed_0
-- libxml2=2.12.6=h232c23b_1
 - brotli=1.1.0=hd590300_1
 - rdma-core=50.0=hd3aeb46_1
-- font-ttf-ubuntu=0.83=h77eed37_1
-- uriparser=0.9.7=h59595ed_1
+- graphite2=1.3.13=h59595ed_1002
+- liblapack=3.9.0=21_linux64_openblas
+- libuuid=2.38.1=h0b41bf4_0
+- fonttools=4.50.0=py312h98912ed_0
+- gstreamer=1.22.9=h98fc4e7_1
+- pthread-stubs=0.4=h36c2ea0_1001
+- libexpat=2.6.2=h59595ed_0
+- pyyaml=6.0.1=py312h98912ed_1
+- font-ttf-source-code-pro=2.038=h77eed37_0
 - numpy=1.26.4=py312heda63a1_0
 - fasteners=0.17.3=pyhd8ed1ab_0
 - tornado=6.4=py312h98912ed_0
@@ -52,48 +75,47 @@ dependencies:
 - _openmp_mutex=4.5=2_gnu
 - pysocks=1.7.1=pyha2e5f31_6
 - libffi=3.4.2=h7f98852_5
-- urllib3=2.2.1=pyhd8ed1ab_0
-- dask-core=2024.3.1=pyhd8ed1ab_0
 - libxcrypt=4.4.36=hd590300_1
-- xorg-libice=1.1.1=hd590300_0
+- numba=0.59.1=py312hacefee8_0
 - libarrow=15.0.2=hb86450c_1_cpu
 - rasterio=1.3.9=py312h26ef92c_2
 - bokeh=3.4.0=pyhd8ed1ab_0
-- numba=0.59.0=py312hacefee8_1
-- libsystemd0=255=h3516f8a_1
-- orc=2.0.0=h1e5e2c1_0
 - libprotobuf=4.25.3=h08a7969_0
-- azure-storage-blobs-cpp=12.10.0=h00ab1b0_1
-- libboost-headers=1.84.0=ha770c72_2
-- ucx=1.15.0=h11edf95_7
-- pyqt=5.15.9=py312h949fe66_5
 - libzlib=1.2.13=hd590300_5
 - libssh2=1.11.0=h0841786_0
-- ncurses=6.4.20240210=h59595ed_0
+- lz4-c=1.9.4=hcb278e6_0
+- readline=8.2=h8228510_1
+- harfbuzz=8.3.0=h3d44ed6_0
+- pexpect=4.9.0=pyhd8ed1ab_0
 - libarrow-gandiva=15.0.2=hb016d2e_1_cpu
-- xorg-xproto=7.0.31=h7f98852_1007
+- pyerfa=2.0.1.1=py312hc7c0aa3_0
 - libarrow-substrait=15.0.2=h757c851_1_cpu
-- c-ares=1.27.0=hd590300_0
+- geotiff=1.7.1=h6b2125f_15
+- xorg-xproto=7.0.31=h7f98852_1007
+- nest-asyncio=1.6.0=pyhd8ed1ab_0
+- locket=1.0.0=pyhd8ed1ab_0
+- cytoolz=0.12.3=py312h98912ed_0
+- uriparser=0.9.7=h59595ed_1
+- font-ttf-ubuntu=0.83=h77eed37_1
 - s2n=1.4.8=h06160fa_0
 - snuggs=1.4.7=py_0
 - fmt=10.2.1=h00ab1b0_0
 - toml=0.10.2=pyhd8ed1ab_0
 - click=8.1.7=unix_pyh707e725_0
-- libcblas=3.9.0=21_linux64_openblas
-- libgomp=13.2.0=h807b86a_5
 - glib-tools=2.80.0=hde27a5a_1
 - libedit=3.1.20191231=he28a2e2_2
+- msgpack-python=1.0.7=py312h8572e83_0
+- python-dateutil=2.9.0=pyhd8ed1ab_0
 - openjpeg=2.5.2=h488ebb8_0
 - icu=73.2=h59595ed_0
+- jupyter_core=5.7.2=py312h7900ff3_0
 - pcre2=10.43=hcad00b1_0
 - aws-c-auth=0.7.16=haed3651_8
+- fonts-conda-forge=1=0
+- aws-c-event-stream=0.4.2=he635cd5_6
+- pip=24.0=pyhd8ed1ab_0
 - re2=2023.09.01=h7f4b329_2
 - xorg-libxdmcp=1.1.3=h7f98852_0
-- aws-c-common=0.9.14=hd590300_0
-- libutf8proc=2.8.0=h166bdaf_0
-- libcurl=8.6.0=hca28451_0
-- libbrotlicommon=1.1.0=hd590300_1
-- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
 - pillow=10.2.0=py312hf3581a9_0
 - libbrotlidec=1.1.0=hd590300_1
 - libtiff=4.6.0=h1dd3fc0_3
@@ -102,75 +124,106 @@ dependencies:
 - azure-core-cpp=1.11.1=h91d86a7_1
 - libcrc32c=1.1.2=h9c3ff4c_0
 - pyparsing=3.1.2=pyhd8ed1ab_0
+- orc=2.0.0=h1e5e2c1_0
+- libsystemd0=255=h3516f8a_1
+- libgcrypt=1.10.3=hd590300_0
+- libsqlite=3.45.2=h2797004_0
+- libaec=1.1.3=h59595ed_0
 - kiwisolver=1.4.5=py312h8572e83_1
 - xorg-libsm=1.2.4=h7391055_0
+- jupyter_client=8.6.1=pyhd8ed1ab_0
 - pyarrow=15.0.2=py312h176e3d2_1_cpu
 - tiledb=2.21.1=ha9641ad_1
+- jinja2=3.1.3=pyhd8ed1ab_0
+- libflac=1.4.3=h59595ed_0
 - aws-checksums=0.1.18=h4466546_2
+- pickleshare=0.7.5=py_1003
 - packaging=24.0=pyhd8ed1ab_0
-- xkeyboard-config=2.41=hd590300_0
-- xorg-libxrender=0.9.11=hd590300_0
 - partd=1.4.1=pyhd8ed1ab_0
 - aws-c-io=0.14.6=h96cd748_2
+- exceptiongroup=1.2.0=pyhd8ed1ab_2
+- geos=3.12.1=h59595ed_0
+- libxml2=2.12.6=h232c23b_1
 - libspatialite=5.1.0=h7bd4643_4
-- keyutils=1.6.1=h166bdaf_0
 - font-ttf-inconsolata=3.000=h77eed37_0
 - gflags=2.2.2=he1b5a44_1004
+- mpg123=1.32.4=h59595ed_0
+- libparquet=15.0.2=h352af49_1_cpu
 - lz4=4.3.3=py312h03f37cb_0
-- libgoogle-cloud=2.22.0=h9be4e54_1
-- libbrotlienc=1.1.0=hd590300_1
 - xorg-libxau=1.0.11=hd590300_0
 - libllvm15=15.0.7=hb3ce162_4
 - pytz=2024.1=pyhd8ed1ab_0
 - psutil=5.9.8=py312h98912ed_0
+- pyzmq=25.1.2=py312h886d080_0
 - xorg-kbproto=1.0.7=h7f98852_1002
 - aws-sdk-cpp=1.11.267=hb1af6a8_4
 - fsspec=2024.3.1=pyhca7485f_0
 - librttopo=1.1.0=h8917695_15
 - libsndfile=1.2.2=hc60ed4a_1
 - ld_impl_linux-64=2.40=h41732ed_0
+- c-ares=1.27.0=hd590300_0
 - yaml=0.2.5=h7f98852_2
 - libpq=16.2=h33b98f1_1
 - xcb-util=0.4.0=hd590300_1
-- libev=4.33=hd590300_2
-- _libgcc_mutex=0.1=conda_forge
 - attrs=23.2.0=pyh71513ae_0
-- numcodecs=0.12.1=py312h30efb56_0
-- pandas=2.2.1=py312hfb8ada1_0
 - xorg-renderproto=0.11.1=h7f98852_1002
 - xorg-xextproto=7.3.0=h0b41bf4_1003
 - gst-plugins-base=1.22.9=hfa15dee_1
 - libgcc-ng=13.2.0=h807b86a_5
 - tomli=2.0.1=pyhd8ed1ab_0
+- parso=0.8.3=pyhd8ed1ab_0
+- keyutils=1.6.1=h166bdaf_0
+- ipython=8.22.2=pyh707e725_0
 - toolz=0.12.1=pyhd8ed1ab_0
 - libjpeg-turbo=3.0.0=hd590300_1
-- libre2-11=2023.09.01=h5a48ba9_2
+- libclang13=18.1.2=default_h5d6823c_1
 - matplotlib-base=3.8.3=py312he5832f3_0
 - cloudpickle=3.0.0=pyhd8ed1ab_0
+- alsa-lib=1.2.11=hd590300_1
+- click-plugins=1.1.1=py_0
+- aws-crt-cpp=0.26.4=hba3594f_2
 - libpng=1.6.43=h2797004_0
 - dask-expr=1.0.5=pyhd8ed1ab_0
 - pyarrow-hotfix=0.6=pyhd8ed1ab_0
+- executing=2.0.1=pyhd8ed1ab_0
 - cligj=0.7.2=pyhd8ed1ab_1
 - pyqt5-sip=12.12.2=py312h30efb56_5
 - libarrow-dataset=15.0.2=h59595ed_1_cpu
-- libflac=1.4.3=h59595ed_0
-- jinja2=3.1.3=pyhd8ed1ab_0
 - mysql-libs=8.3.0=hca2cd23_4
+- zeromq=4.3.5=h59595ed_1
+- spdlog=1.12.0=hd2e6256_2
+- markupsafe=2.1.5=py312h98912ed_0
+- matplotlib-inline=0.1.6=pyhd8ed1ab_0
 - libgoogle-cloud-storage=2.22.0=hc7a4891_1
 - expat=2.6.2=h59595ed_0
 - tzcode=2024a=h3f72095_0
 - libiconv=1.17=hd590300_2
 - hdf4=4.2.15=h2a13503_7
+- asttokens=2.4.1=pyhd8ed1ab_0
 - aws-c-http=0.8.1=hbfc29b2_7
 - setuptools=69.2.0=pyhd8ed1ab_0
-- markupsafe=2.1.5=py312h98912ed_0
-- spdlog=1.12.0=hd2e6256_2
-- geotiff=1.7.1=h6b2125f_15
-- locket=1.0.0=pyhd8ed1ab_0
-- fonts-conda-forge=1=0
-- pip=24.0=pyhd8ed1ab_0
-- aws-c-event-stream=0.4.2=he635cd5_6
-- cytoolz=0.12.3=py312h98912ed_0
+- libnetcdf=4.9.2=nompi_h9612171_113
+- urllib3=2.2.1=pyhd8ed1ab_0
+- dask-core=2024.3.1=pyhd8ed1ab_0
+- libbrotlienc=1.1.0=hd590300_1
+- libgoogle-cloud=2.22.0=h9be4e54_1
+- traitlets=5.14.2=pyhd8ed1ab_0
+- _libgcc_mutex=0.1=conda_forge
+- libev=4.33=hd590300_2
+- libgfortran-ng=13.2.0=h69a702a_5
+- lcms2=2.16=hb7c19ff_0
+- wheel=0.43.0=pyhd8ed1ab_0
+- decorator=5.1.1=pyhd8ed1ab_0
+- jedi=0.19.1=pyhd8ed1ab_0
+- xorg-libice=1.1.1=hd590300_0
+- libbrotlicommon=1.1.0=hd590300_1
+- platformdirs=4.2.0=pyhd8ed1ab_0
+- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
+- pyqt=5.15.9=py312h949fe66_5
+- ucx=1.15.0=h11edf95_7
+- llvmlite=0.42.0=py312hb06c811_1
+- xkeyboard-config=2.41=hd590300_0
+- xorg-libxrender=0.9.11=hd590300_0
 - brotli-python=1.1.0=py312h30efb56_1
 - krb5=1.21.2=h659d440_0
 - ply=3.11=py_1
@@ -182,9 +235,8 @@ dependencies:
 - minizip=4.0.5=h0ab5242_0
 - cftime=1.6.3=py312hc7c0aa3_0
 - libopus=1.3.1=h7f98852_1
+- wcwidth=0.2.13=pyhd8ed1ab_0
 - libwebp-base=1.3.2=hd590300_0
-- click-plugins=1.1.1=py_0
-- alsa-lib=1.2.11=hd590300_1
 - nspr=4.35=h27087fc_0
 - xarray=2024.2.0=pyhd8ed1ab_0
 - libgdal=3.8.4=h7c88fdf_5
@@ -192,21 +244,21 @@ dependencies:
 - libclang-cpp15=15.0.7=default_h127d8a8_5
 - ca-certificates=2024.2.2=hbcca054_0
 - freexl=2.0.0=h743c826_0
-- pyshp=2.3.1=pyhd8ed1ab_0
 - libllvm18=18.1.2=h2448989_0
 - hdf5=1.14.3=nompi_h4f84152_100
 - glog=0.7.0=hed5481d_0
 - libxkbcommon=1.7.0=h662e7e4_0
 - cartopy=0.22.0=py312hfb8ada1_1
+- astropy-iers-data=0.2024.3.25.0.29.50=pyhd8ed1ab_0
 - libllvm14=14.0.6=hcd5def8_4
-- libxcb=1.15=h0b41bf4_0
-- libexpat=2.6.2=h59595ed_0
-- pyyaml=6.0.1=py312h98912ed_1
-- font-ttf-source-code-pro=2.038=h77eed37_0
 - attr=2.5.1=h166bdaf_1
 - sortedcontainers=2.4.0=pyhd8ed1ab_0
 - cairo=1.18.0=h3faef2a_0
 - tk=8.6.13=noxft_h4845f30_101
+- comm=0.2.2=pyhd8ed1ab_0
+- postgresql=16.2=h82ecc9d_1
+- dask=2024.3.1=pyhd8ed1ab_0
+- libsodium=1.0.18=h36c2ea0_1
 - xz=5.2.6=h166bdaf_0
 - scipy=1.12.0=py312heda63a1_2
 - matplotlib=3.8.3=py312h7900ff3_0
@@ -221,20 +273,21 @@ dependencies:
 - qt-main=5.15.8=h112747c_20
 - xorg-libxext=1.3.4=h0b41bf4_2
 - poppler-data=0.4.12=hd8ed1ab_0
-- libgpg-error=1.48=h71f35ed_0
 - cfitsio=4.4.0=hbdc6101_0
 - libgrpc=1.62.1=h15f2491_0
 - xcb-util-keysyms=0.4.0=h8ee46fc_1
+- prompt-toolkit=3.0.42=pyha770c72_0
 - zlib=1.2.13=hd590300_5
 - libzip=1.10.1=h2629f0a_3
+- numcodecs=0.12.1=py312h30efb56_0
+- pandas=2.2.1=py312hfb8ada1_0
+- ptyprocess=0.7.0=pyhd3deb0d_0
+- astropy=6.0.0=py312hc7c0aa3_0
+- azure-storage-common-cpp=12.5.0=h94269e2_4
 - nss=3.98=h1d7d5a4_0
 - libgfortran5=13.2.0=ha4646dd_5
 - zarr=2.17.1=pyhd8ed1ab_0
 - xorg-libx11=1.8.7=h8ee46fc_0
-- postgresql=16.2=h82ecc9d_1
-- dask=2024.3.1=pyhd8ed1ab_0
-- liblapack=3.9.0=21_linux64_openblas
-- graphite2=1.3.13=h58526e2_1001
 - xcb-util-wm=0.4.1=h8ee46fc_1
 - aws-c-mqtt=0.10.3=hffff1cc_2
 - libnsl=2.0.1=hd590300_0
@@ -245,41 +298,19 @@ dependencies:
 - pixman=0.43.2=h59595ed_0
 - munkres=1.1.4=pyh9f0ad1d_0
 - libogg=1.3.4=h7f98852_1
-- aws-crt-cpp=0.26.4=h335f1a1_1
 - libkml=1.3.0=h01aab08_1018
 - json-c=0.17=h7ab15ed_0
 - importlib-metadata=7.1.0=pyha770c72_0
 - freetype=2.12.1=h267a509_2
 - importlib_metadata=7.1.0=hd8ed1ab_0
 - aws-c-compression=0.2.18=h4466546_2
-- azure-storage-common-cpp=12.5.0=h94269e2_4
 - libarrow-flight-sql=15.0.2=h757c851_1_cpu
 - sip=6.7.12=py312h30efb56_0
-- cycler=0.12.1=pyhd8ed1ab_0
 - pyhdf=0.11.3=py312had763d5_2
-- wheel=0.43.0=pyhd8ed1ab_0
-- libarrow-flight=15.0.2=hc6145d9_1_cpu
 - brotli-bin=1.1.0=hd590300_1
 - contourpy=1.2.0=py312h8572e83_0
 - aws-c-cal=0.6.10=ha9bf9b1_2
 - gettext=0.21.1=h27087fc_0
 - python_abi=3.12=4_cp312
 - fontconfig=2.14.2=h14ed4e7_0
-- libaec=1.1.3=h59595ed_0
-- libsqlite=3.45.2=h2797004_0
-- lame=3.100=h166bdaf_1003
-- python-tzdata=2024.1=pyhd8ed1ab_0
-- tblib=3.0.0=pyhd8ed1ab_0
-- libllvm16=16.0.6=hb3ce162_3
-- libnghttp2=1.58.0=h47da74e_1
-- libglib=2.80.0=hf2295e7_1
-- affine=2.4.0=pyhd8ed1ab_0
-- xyzservices=2023.10.1=pyhd8ed1ab_0
-- pulseaudio-client=17.0=hb77b528_0
-- fonts-conda-ecosystem=1=0
-- lerc=4.0.0=h27087fc_0
-- python-dateutil=2.9.0=pyhd8ed1ab_0
-- msgpack-python=1.0.7=py312h8572e83_0
-- giflib=5.2.1=h0b41bf4_3
-- sqlite=3.45.2=h2c6b66d_0
 
diff --git a/pythonenv/setup-pythonenv.sh b/pythonenv/setup-pythonenv.sh
index 5b72703ea6f2568bb3785d3850df824d251651bb..7a4b76578c5aec9f010118402cca224b4012a02e 100755
--- a/pythonenv/setup-pythonenv.sh
+++ b/pythonenv/setup-pythonenv.sh
@@ -3,4 +3,11 @@
 module load micromamba
 micromamba create -n cloudsat-calipso
 micromamba install -c conda-forge -n cloudsat-calipso xarray \ rioxarray \ numpy \ matplotlib \ cartopy \ pyhdf \ netcdf4
-micromamba install -c conda-forge -n cloudsat-calipso dask \ zarr \ numba
\ No newline at end of file
+micromamba install -c conda-forge -n cloudsat-calipso dask \ zarr \ numba \ astropy
+
+# create Jupyter kernel and make available
+micromamba install -c conda-forge -n cloudsat-calipso ipykernel
+~/micromamba/envs/cloudsat-calipso/bin/python3 -m ipykernel install --user --name=cloudsat-calipso
+
+# export evironment setup to env.txt
+micromamba env export -p ~/micromamba/envs/cloudsat-calipso/ > env.txt