diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml
index 8bbd70bf..61c25375 100644
--- a/envs/environment.fixed.yaml
+++ b/envs/environment.fixed.yaml
@@ -7,440 +7,467 @@ channels:
 - bioconda
 - http://conda.anaconda.org/gurobi
 - conda-forge
-- defaults
 dependencies:
-- _libgcc_mutex=0.1
-- _openmp_mutex=4.5
-- affine=2.4.0
-- alsa-lib=1.2.10
-- ampl-mp=3.1.0
-- amply=0.1.6
-- appdirs=1.4.4
-- asttokens=2.4.1
-- atk-1.0=2.38.0
-- atlite=0.2.12
-- attr=2.5.1
-- attrs=23.2.0
-- aws-c-auth=0.7.15
-- aws-c-cal=0.6.9
-- aws-c-common=0.9.12
-- aws-c-compression=0.2.17
-- aws-c-event-stream=0.4.1
-- aws-c-http=0.8.0
-- aws-c-io=0.14.3
-- aws-c-mqtt=0.10.1
-- aws-c-s3=0.5.0
-- aws-c-sdkutils=0.1.14
-- aws-checksums=0.1.17
-- aws-crt-cpp=0.26.1
-- aws-sdk-cpp=1.11.242
-- azure-core-cpp=1.10.3
-- azure-storage-blobs-cpp=12.10.0
-- azure-storage-common-cpp=12.5.0
-- beautifulsoup4=4.12.3
-- blosc=1.21.5
-- bokeh=3.3.4
-- bottleneck=1.3.7
-- branca=0.7.1
-- brotli=1.1.0
-- brotli-bin=1.1.0
-- brotli-python=1.1.0
-- bzip2=1.0.8
-- c-ares=1.26.0
-- c-blosc2=2.13.2
-- ca-certificates=2024.2.2
-- cairo=1.18.0
-- cartopy=0.22.0
-- cdsapi=0.6.1
-- certifi=2024.2.2
-- cffi=1.16.0
-- cfgv=3.3.1
-- cfitsio=4.3.1
-- cftime=1.6.3
-- charset-normalizer=3.3.2
-- click=8.1.7
-- click-plugins=1.1.1
-- cligj=0.7.2
-- cloudpickle=3.0.0
-- coin-or-cbc=2.10.10
-- coin-or-cgl=0.60.7
-- coin-or-clp=1.17.8
-- coin-or-osi=0.108.8
-- coin-or-utils=2.11.9
-- coincbc=2.10.10
-- colorama=0.4.6
-- configargparse=1.7
-- connection_pool=0.0.3
-- contourpy=1.2.0
-- country_converter=1.2
-- cppad=20240000.2
-- cycler=0.12.1
-- cytoolz=0.12.3
-- dask=2024.2.0
-- dask-core=2024.2.0
-- datrie=0.8.2
-- dbus=1.13.6
-- decorator=5.1.1
-- deprecation=2.1.0
-- descartes=1.1.0
-- distlib=0.3.8
-- distributed=2024.2.0
-- distro=1.9.0
-- docutils=0.20.1
-- dpath=2.1.6
-- entsoe-py=0.6.6
-- et_xmlfile=1.1.0
-- exceptiongroup=1.2.0
-- executing=2.0.1
-- expat=2.5.0
-- filelock=3.13.1
-- fiona=1.9.5
-- folium=0.15.1
-- font-ttf-dejavu-sans-mono=2.37
-- font-ttf-inconsolata=3.000
-- font-ttf-source-code-pro=2.038
-- font-ttf-ubuntu=0.83
-- fontconfig=2.14.2
-- fonts-conda-ecosystem=1
-- fonts-conda-forge=1
-- fonttools=4.49.0
-- freetype=2.12.1
-- freexl=2.0.0
-- fribidi=1.0.10
-- fsspec=2024.2.0
-- gdal=3.8.4
-- gdk-pixbuf=2.42.10
-- geographiclib=1.52
-- geojson-rewind=1.1.0
-- geopandas=0.14.3
-- geopandas-base=0.14.3
-- geopy=2.4.1
-- geos=3.12.1
-- geotiff=1.7.1
-- gettext=0.21.1
-- gflags=2.2.2
-- giflib=5.2.1
-- gitdb=4.0.11
-- gitpython=3.1.42
-- glib=2.78.4
-- glib-tools=2.78.4
-- glog=0.6.0
-- glpk=5.0
-- gmp=6.3.0
-- graphite2=1.3.13
-- graphviz=9.0.0
-- gst-plugins-base=1.22.9
-- gstreamer=1.22.9
-- gtk2=2.24.33
-- gts=0.7.6
-- harfbuzz=8.3.0
-- hdf4=4.2.15
-- hdf5=1.14.3
-- humanfriendly=10.0
-- icu=73.2
-- identify=2.5.35
-- idna=3.6
-- importlib-metadata=7.0.1
-- importlib_metadata=7.0.1
-- importlib_resources=6.1.1
-- iniconfig=2.0.0
-- ipopt=3.14.14
-- ipython=8.21.0
-- jedi=0.19.1
-- jinja2=3.1.3
-- joblib=1.3.2
-- json-c=0.17
-- jsonschema=4.21.1
-- jsonschema-specifications=2023.12.1
-- jupyter_core=5.7.1
-- kealib=1.5.3
-- keyutils=1.6.1
-- kiwisolver=1.4.5
-- krb5=1.21.2
-- lame=3.100
-- lcms2=2.16
-- ld_impl_linux-64=2.40
-- lerc=4.0.0
-- libabseil=20230802.1
-- libaec=1.1.2
-- libarchive=3.7.2
-- libarrow=15.0.0
-- libarrow-acero=15.0.0
-- libarrow-dataset=15.0.0
-- libarrow-flight=15.0.0
-- libarrow-flight-sql=15.0.0
-- libarrow-gandiva=15.0.0
-- libarrow-substrait=15.0.0
-- libblas=3.9.0
-- libboost-headers=1.84.0
-- libbrotlicommon=1.1.0
-- libbrotlidec=1.1.0
-- libbrotlienc=1.1.0
-- libcap=2.69
-- libcblas=3.9.0
-- libclang=15.0.7
-- libclang13=15.0.7
-- libcrc32c=1.1.2
-- libcups=2.3.3
-- libcurl=8.5.0
-- libdeflate=1.19
-- libedit=3.1.20191231
-- libev=4.33
-- libevent=2.1.12
-- libexpat=2.5.0
-- libffi=3.4.2
-- libflac=1.4.3
-- libgcc-ng=13.2.0
-- libgcrypt=1.10.3
-- libgd=2.3.3
-- libgdal=3.8.4
-- libgfortran-ng=13.2.0
-- libgfortran5=13.2.0
-- libglib=2.78.4
-- libgomp=13.2.0
-- libgoogle-cloud=2.12.0
-- libgpg-error=1.47
-- libgrpc=1.60.1
-- libhwloc=2.9.3
-- libiconv=1.17
-- libjpeg-turbo=3.0.0
-- libkml=1.3.0
-- liblapack=3.9.0
-- liblapacke=3.9.0
-- libllvm15=15.0.7
-- libnetcdf=4.9.2
-- libnghttp2=1.58.0
-- libnl=3.9.0
-- libnsl=2.0.1
-- libnuma=2.0.16
-- libogg=1.3.4
-- libopenblas=0.3.26
-- libopus=1.3.1
-- libparquet=15.0.0
-- libpng=1.6.42
-- libpq=16.2
-- libprotobuf=4.25.1
-- libre2-11=2023.06.02
-- librsvg=2.56.3
-- librttopo=1.1.0
-- libscotch=7.0.4
-- libsndfile=1.2.2
-- libspatialindex=1.9.3
-- libspatialite=5.1.0
-- libspral=2023.09.07
-- libsqlite=3.45.1
-- libssh2=1.11.0
-- libstdcxx-ng=13.2.0
-- libsystemd0=255
-- libthrift=0.19.0
-- libtiff=4.6.0
-- libutf8proc=2.8.0
-- libuuid=2.38.1
-- libvorbis=1.3.7
-- libwebp=1.3.2
-- libwebp-base=1.3.2
-- libxcb=1.15
-- libxcrypt=4.4.36
-- libxkbcommon=1.6.0
-- libxml2=2.12.5
-- libxslt=1.1.39
-- libzip=1.10.1
-- libzlib=1.2.13
-- linopy=0.3.4
-- locket=1.0.0
-- lxml=5.1.0
-- lz4=4.3.3
-- lz4-c=1.9.4
-- lzo=2.10
-- mapclassify=2.6.1
-- markupsafe=2.1.5
-- matplotlib=3.8.3
-- matplotlib-base=3.8.3
-- matplotlib-inline=0.1.6
-- memory_profiler=0.61.0
-- metis=5.1.0
-- minizip=4.0.4
-- mpg123=1.32.4
-- msgpack-python=1.0.7
-- mumps-include=5.6.2
-- mumps-seq=5.6.2
-- munkres=1.1.4
-- mysql-common=8.0.33
-- mysql-libs=8.0.33
-- nbformat=5.9.2
-- ncurses=6.4
-- netcdf4=1.6.5
-- networkx=3.2.1
-- nodeenv=1.8.0
-- nomkl=1.0
-- nspr=4.35
-- nss=3.98
-- numexpr=2.9.0
-- numpy=1.26.4
-- openjdk=21.0.2
-- openjpeg=2.5.0
-- openpyxl=3.1.2
-- openssl=3.2.1
-- orc=1.9.2
-- packaging=23.2
-- pandas=2.2.0
-- pango=1.50.14
-- parso=0.8.3
-- partd=1.4.1
-- patsy=0.5.6
-- pcre2=10.42
-- pexpect=4.9.0
-- pickleshare=0.7.5
-- pillow=10.2.0
-- pip=24.0
-- pixman=0.43.2
-- pkgutil-resolve-name=1.3.10
-- plac=1.4.2
-- platformdirs=4.2.0
-- pluggy=1.4.0
-- ply=3.11
-- poppler=24.02.0
-- poppler-data=0.4.12
-- postgresql=16.2
-- powerplantmatching=0.5.11
-- pre-commit=3.6.2
-- progressbar2=4.3.2
-- proj=9.3.1
-- prompt-toolkit=3.0.42
-- psutil=5.9.8
-- pthread-stubs=0.4
-- ptyprocess=0.7.0
-- pulp=2.7.0
-- pulseaudio-client=16.1
-- pure_eval=0.2.2
-- py-cpuinfo=9.0.0
-- pyarrow=15.0.0
-- pyarrow-hotfix=0.6
-- pycountry=22.3.5
-- pycparser=2.21
-- pygments=2.17.2
-- pyomo=6.6.1
-- pyparsing=3.1.1
-- pyproj=3.6.1
-- pypsa=0.27.0
-- pyqt=5.15.9
-- pyqt5-sip=12.12.2
-- pyscipopt=4.4.0
-- pyshp=2.3.1
-- pysocks=1.7.1
-- pytables=3.9.2
-- pytest=8.0.0
-- python=3.11.8
-- python-dateutil=2.8.2
-- python-fastjsonschema=2.19.1
-- python-tzdata=2024.1
-- python-utils=3.8.2
-- python_abi=3.11
-- pytz=2024.1
-- pyxlsb=1.0.10
-- pyyaml=6.0.1
-- qt-main=5.15.8
-- rasterio=1.3.9
-- rdma-core=50.0
-- re2=2023.06.02
-- readline=8.2
-- referencing=0.33.0
-- requests=2.31.0
-- reretry=0.11.8
-- rioxarray=0.15.1
-- rpds-py=0.18.0
-- rtree=1.2.0
-- s2n=1.4.3
-- scikit-learn=1.4.1.post1
-- scip=8.1.0
-- scipy=1.12.0
-- scotch=7.0.4
-- seaborn=0.13.2
-- seaborn-base=0.13.2
-- setuptools=69.1.0
-- setuptools-scm=8.0.4
-- setuptools_scm=8.0.4
-- shapely=2.0.2
-- sip=6.7.12
-- six=1.16.0
-- smart_open=6.4.0
-- smmap=5.0.0
-- snakemake-minimal=7.32.4
-- snappy=1.1.10
-- snuggs=1.4.7
-- sortedcontainers=2.4.0
-- soupsieve=2.5
-- sqlite=3.45.1
-- stack_data=0.6.2
-- statsmodels=0.14.1
-- stopit=1.1.2
-- tabula-py=2.7.0
-- tabulate=0.9.0
-- tbb=2021.11.0
-- tblib=3.0.0
-- threadpoolctl=3.3.0
-- throttler=1.2.2
-- tiledb=2.20.0
-- tk=8.6.13
-- toml=0.10.2
-- tomli=2.0.1
-- toolz=0.12.1
-- toposort=1.10
-- tornado=6.3.3
-- tqdm=4.66.2
-- traitlets=5.14.1
-- typing-extensions=4.9.0
-- typing_extensions=4.9.0
-- tzcode=2024a
-- tzdata=2024a
-- ucx=1.15.0
-- ukkonen=1.0.1
-- unidecode=1.3.8
-- unixodbc=2.3.12
-- uriparser=0.9.7
-- urllib3=2.2.1
-- validators=0.22.0
-- virtualenv=20.25.0
-- wcwidth=0.2.13
-- wheel=0.42.0
-- wrapt=1.16.0
-- xarray=2024.2.0
-- xcb-util=0.4.0
-- xcb-util-image=0.4.0
-- xcb-util-keysyms=0.4.0
-- xcb-util-renderutil=0.3.9
-- xcb-util-wm=0.4.1
-- xerces-c=3.2.5
-- xkeyboard-config=2.41
-- xlrd=2.0.1
-- xorg-fixesproto=5.0
-- xorg-inputproto=2.3.2
-- xorg-kbproto=1.0.7
-- xorg-libice=1.1.1
-- xorg-libsm=1.2.4
-- xorg-libx11=1.8.7
-- xorg-libxau=1.0.11
-- xorg-libxdmcp=1.1.3
-- xorg-libxext=1.3.4
-- xorg-libxfixes=5.0.3
-- xorg-libxi=1.7.10
-- xorg-libxrender=0.9.11
-- xorg-libxt=1.3.0
-- xorg-libxtst=1.2.3
-- xorg-recordproto=1.14.2
-- xorg-renderproto=0.11.1
-- xorg-xextproto=7.3.0
-- xorg-xf86vidmodeproto=2.3.1
-- xorg-xproto=7.0.31
-- xyzservices=2023.10.1
-- xz=5.2.6
-- yaml=0.2.5
-- yte=1.5.4
-- zict=3.0.0
-- zipp=3.17.0
-- zlib=1.2.13
-- zlib-ng=2.0.7
-- zstd=1.5.5
+- _libgcc_mutex=0.1=conda_forge
+- _openmp_mutex=4.5=2_gnu
+- affine=2.4.0=pyhd8ed1ab_0
+- alsa-lib=1.2.11=hd590300_1
+- ampl-mp=3.1.0=h2cc385e_1006
+- amply=0.1.6=pyhd8ed1ab_0
+- appdirs=1.4.4=pyh9f0ad1d_0
+- argparse-dataclass=2.0.0=pyhd8ed1ab_0
+- asttokens=2.4.1=pyhd8ed1ab_0
+- atk-1.0=2.38.0=h04ea711_2
+- atlite=0.2.12=pyhd8ed1ab_0
+- attr=2.5.1=h166bdaf_1
+- attrs=23.2.0=pyh71513ae_0
+- aws-c-auth=0.7.18=he0b1f16_0
+- aws-c-cal=0.6.11=heb1d5e4_0
+- aws-c-common=0.9.15=hd590300_0
+- aws-c-compression=0.2.18=hce8ee76_3
+- aws-c-event-stream=0.4.2=h01f5eca_8
+- aws-c-http=0.8.1=hdb68c23_10
+- aws-c-io=0.14.7=hbfbeace_6
+- aws-c-mqtt=0.10.4=h50844eb_0
+- aws-c-s3=0.5.7=h6be9164_2
+- aws-c-sdkutils=0.1.15=hce8ee76_3
+- aws-checksums=0.1.18=hce8ee76_3
+- aws-crt-cpp=0.26.8=h2150271_2
+- aws-sdk-cpp=1.11.267=hddb5a97_7
+- azure-core-cpp=1.11.1=h91d86a7_1
+- azure-identity-cpp=1.6.0=hf1915f5_1
+- azure-storage-blobs-cpp=12.10.0=h00ab1b0_1
+- azure-storage-common-cpp=12.5.0=h94269e2_4
+- beautifulsoup4=4.12.3=pyha770c72_0
+- blosc=1.21.5=hc2324a3_1
+- bokeh=3.4.1=pyhd8ed1ab_0
+- bottleneck=1.3.8=py311h1f0f07a_0
+- branca=0.7.2=pyhd8ed1ab_0
+- brotli=1.1.0=hd590300_1
+- brotli-bin=1.1.0=hd590300_1
+- brotli-python=1.1.0=py311hb755f60_1
+- bzip2=1.0.8=hd590300_5
+- c-ares=1.28.1=hd590300_0
+- c-blosc2=2.14.4=hb4ffafa_1
+- ca-certificates=2024.2.2=hbcca054_0
+- cads-api-client=1.0.0=pyhd8ed1ab_0
+- cairo=1.18.0=h3faef2a_0
+- cartopy=0.23.0=py311h320fe9a_0
+- cdsapi=0.7.0=pyhd8ed1ab_0
+- certifi=2024.2.2=pyhd8ed1ab_0
+- cffi=1.16.0=py311hb3a22ac_0
+- cfgv=3.3.1=pyhd8ed1ab_0
+- cfitsio=4.4.0=hbdc6101_1
+- cftime=1.6.3=py311h1f0f07a_0
+- charset-normalizer=3.3.2=pyhd8ed1ab_0
+- click=8.1.7=unix_pyh707e725_0
+- click-plugins=1.1.1=py_0
+- cligj=0.7.2=pyhd8ed1ab_1
+- cloudpickle=3.0.0=pyhd8ed1ab_0
+- coin-or-cbc=2.10.10=h9002f0b_0
+- coin-or-cgl=0.60.7=h516709c_0
+- coin-or-clp=1.17.8=h1ee7a9c_0
+- coin-or-osi=0.108.10=haf5fa05_0
+- coin-or-utils=2.11.11=hee58242_0
+- coincbc=2.10.10=0_metapackage
+- colorama=0.4.6=pyhd8ed1ab_0
+- conda-inject=1.3.1=pyhd8ed1ab_0
+- configargparse=1.7=pyhd8ed1ab_0
+- connection_pool=0.0.3=pyhd3deb0d_0
+- contourpy=1.2.1=py311h9547e67_0
+- country_converter=1.2=pyhd8ed1ab_0
+- cppad=20240000.4=h59595ed_0
+- cycler=0.12.1=pyhd8ed1ab_0
+- cytoolz=0.12.3=py311h459d7ec_0
+- dask=2024.4.2=pyhd8ed1ab_0
+- dask-core=2024.4.2=pyhd8ed1ab_0
+- dask-expr=1.0.14=pyhd8ed1ab_0
+- datrie=0.8.2=py311h459d7ec_7
+- dbus=1.13.6=h5008d03_3
+- decorator=5.1.1=pyhd8ed1ab_0
+- deprecation=2.1.0=pyh9f0ad1d_0
+- descartes=1.1.0=py_4
+- distlib=0.3.8=pyhd8ed1ab_0
+- distributed=2024.4.2=pyhd8ed1ab_0
+- distro=1.9.0=pyhd8ed1ab_0
+- docutils=0.21.2=pyhd8ed1ab_0
+- dpath=2.1.6=pyha770c72_0
+- entsoe-py=0.6.7=pyhd8ed1ab_0
+- et_xmlfile=1.1.0=pyhd8ed1ab_0
+- exceptiongroup=1.2.0=pyhd8ed1ab_2
+- executing=2.0.1=pyhd8ed1ab_0
+- expat=2.6.2=h59595ed_0
+- filelock=3.14.0=pyhd8ed1ab_0
+- fiona=1.9.6=py311hf8e0aa6_0
+- fmt=10.2.1=h00ab1b0_0
+- folium=0.16.0=pyhd8ed1ab_0
+- font-ttf-dejavu-sans-mono=2.37=hab24e00_0
+- font-ttf-inconsolata=3.000=h77eed37_0
+- font-ttf-source-code-pro=2.038=h77eed37_0
+- font-ttf-ubuntu=0.83=h77eed37_2
+- fontconfig=2.14.2=h14ed4e7_0
+- fonts-conda-ecosystem=1=0
+- fonts-conda-forge=1=0
+- fonttools=4.51.0=py311h459d7ec_0
+- freetype=2.12.1=h267a509_2
+- freexl=2.0.0=h743c826_0
+- fribidi=1.0.10=h36c2ea0_0
+- fsspec=2024.3.1=pyhca7485f_0
+- gdal=3.8.5=py311hd032c08_2
+- gdk-pixbuf=2.42.11=hb9ae30d_0
+- geographiclib=2.0=pyhd8ed1ab_0
+- geojson-rewind=1.1.0=pyhd8ed1ab_0
+- geopandas=0.14.4=pyhd8ed1ab_0
+- geopandas-base=0.14.4=pyha770c72_0
+- geopy=2.4.1=pyhd8ed1ab_1
+- geos=3.12.1=h59595ed_0
+- geotiff=1.7.1=h6cf1f90_16
+- gettext=0.22.5=h59595ed_2
+- gettext-tools=0.22.5=h59595ed_2
+- gflags=2.2.2=he1b5a44_1004
+- giflib=5.2.2=hd590300_0
+- gitdb=4.0.11=pyhd8ed1ab_0
+- gitpython=3.1.43=pyhd8ed1ab_0
+- glib=2.80.0=hf2295e7_6
+- glib-tools=2.80.0=hde27a5a_6
+- glog=0.7.0=hed5481d_0
+- glpk=5.0=h445213a_0
+- gmp=6.3.0=h59595ed_1
+- graphite2=1.3.13=h59595ed_1003
+- graphviz=9.0.0=h78e8752_1
+- gst-plugins-base=1.24.1=hfa15dee_2
+- gstreamer=1.24.1=h98fc4e7_2
+- gtk2=2.24.33=h280cfa0_4
+- gts=0.7.6=h977cf35_4
+- harfbuzz=8.4.0=h3d44ed6_0
+- hdf4=4.2.15=h2a13503_7
+- hdf5=1.14.3=nompi_h4f84152_101
+- humanfriendly=10.0=pyhd8ed1ab_6
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+- ipopt=3.14.16=hf967516_0
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+- libarrow=15.0.2=hefa796f_6_cpu
+- libarrow-acero=15.0.2=hbabe93e_6_cpu
+- libarrow-dataset=15.0.2=hbabe93e_6_cpu
+- libarrow-flight=15.0.2=hc4f8a93_6_cpu
+- libarrow-flight-sql=15.0.2=he4f5ca8_6_cpu
+- libarrow-gandiva=15.0.2=hc1954e9_6_cpu
+- libarrow-substrait=15.0.2=he4f5ca8_6_cpu
+- libasprintf=0.22.5=h661eb56_2
+- libasprintf-devel=0.22.5=h661eb56_2
+- libblas=3.9.0=22_linux64_openblas
+- libboost-headers=1.84.0=ha770c72_2
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+- libbrotlidec=1.1.0=hd590300_1
+- libbrotlienc=1.1.0=hd590300_1
+- libcap=2.69=h0f662aa_0
+- libcblas=3.9.0=22_linux64_openblas
+- libclang-cpp15=15.0.7=default_h127d8a8_5
+- libclang13=18.1.4=default_h5d6823c_0
+- libcrc32c=1.1.2=h9c3ff4c_0
+- libcups=2.3.3=h4637d8d_4
+- libcurl=8.7.1=hca28451_0
+- libdeflate=1.20=hd590300_0
+- libedit=3.1.20191231=he28a2e2_2
+- libev=4.33=hd590300_2
+- libevent=2.1.12=hf998b51_1
+- libexpat=2.6.2=h59595ed_0
+- libffi=3.4.2=h7f98852_5
+- libflac=1.4.3=h59595ed_0
+- libgcc-ng=13.2.0=h77fa898_6
+- libgcrypt=1.10.3=hd590300_0
+- libgd=2.3.3=h119a65a_9
+- libgdal=3.8.5=hf9625ee_2
+- libgettextpo=0.22.5=h59595ed_2
+- libgettextpo-devel=0.22.5=h59595ed_2
+- libgfortran-ng=13.2.0=h69a702a_6
+- libgfortran5=13.2.0=h43f5ff8_6
+- libglib=2.80.0=hf2295e7_6
+- libgomp=13.2.0=h77fa898_6
+- libgoogle-cloud=2.23.0=h9be4e54_1
+- libgoogle-cloud-storage=2.23.0=hc7a4891_1
+- libgpg-error=1.49=h4f305b6_0
+- libgrpc=1.62.2=h15f2491_0
+- libhwloc=2.9.3=default_h554bfaf_1009
+- libiconv=1.17=hd590300_2
+- libjpeg-turbo=3.0.0=hd590300_1
+- libkml=1.3.0=h01aab08_1018
+- liblapack=3.9.0=22_linux64_openblas
+- liblapacke=3.9.0=22_linux64_openblas
+- libllvm15=15.0.7=hb3ce162_4
+- libllvm16=16.0.6=hb3ce162_3
+- libllvm18=18.1.4=h2448989_0
+- libnetcdf=4.9.2=nompi_h9612171_113
+- libnghttp2=1.58.0=h47da74e_1
+- libnl=3.9.0=hd590300_0
+- libnsl=2.0.1=hd590300_0
+- libogg=1.3.4=h7f98852_1
+- libopenblas=0.3.27=pthreads_h413a1c8_0
+- libopus=1.3.1=h7f98852_1
+- libparquet=15.0.2=hacf5a1f_6_cpu
+- libpng=1.6.43=h2797004_0
+- libpq=16.2=h33b98f1_1
+- libprotobuf=4.25.3=h08a7969_0
+- libre2-11=2023.09.01=h5a48ba9_2
+- librsvg=2.58.0=hadf69e7_1
+- librttopo=1.1.0=h8917695_15
+- libscotch=7.0.4=h91e35bf_1
+- libsndfile=1.2.2=hc60ed4a_1
+- libspatialindex=1.9.3=h9c3ff4c_4
+- libspatialite=5.1.0=h6f065fc_5
+- libspral=2024.01.18=h6aa6db2_0
+- libsqlite=3.45.3=h2797004_0
+- libssh2=1.11.0=h0841786_0
+- libstdcxx-ng=13.2.0=hc0a3c3a_6
+- libsystemd0=255=h3516f8a_1
+- libthrift=0.19.0=hb90f79a_1
+- libtiff=4.6.0=h1dd3fc0_3
+- libutf8proc=2.8.0=h166bdaf_0
+- libuuid=2.38.1=h0b41bf4_0
+- libvorbis=1.3.7=h9c3ff4c_0
+- libwebp=1.4.0=h2c329e2_0
+- libwebp-base=1.4.0=hd590300_0
+- libxcb=1.15=h0b41bf4_0
+- libxcrypt=4.4.36=hd590300_1
+- libxkbcommon=1.7.0=h662e7e4_0
+- libxml2=2.12.6=h232c23b_2
+- libxslt=1.1.39=h76b75d6_0
+- libzip=1.10.1=h2629f0a_3
+- libzlib=1.2.13=hd590300_5
+- linopy=0.3.8=pyhd8ed1ab_0
+- locket=1.0.0=pyhd8ed1ab_0
+- lxml=5.2.1=py311hc0a218f_0
+- lz4=4.3.3=py311h38e4bf4_0
+- lz4-c=1.9.4=hcb278e6_0
+- lzo=2.10=hd590300_1001
+- mapclassify=2.6.1=pyhd8ed1ab_0
+- markupsafe=2.1.5=py311h459d7ec_0
+- matplotlib=3.8.4=py311h38be061_0
+- matplotlib-base=3.8.4=py311h54ef318_0
+- matplotlib-inline=0.1.7=pyhd8ed1ab_0
+- memory_profiler=0.61.0=pyhd8ed1ab_0
+- metis=5.1.0=h59595ed_1007
+- minizip=4.0.5=h0ab5242_0
+- mpfr=4.2.1=h9458935_1
+- mpg123=1.32.6=h59595ed_0
+- msgpack-python=1.0.7=py311h9547e67_0
+- multiurl=0.3.1=pyhd8ed1ab_0
+- mumps-include=5.6.2=ha770c72_4
+- mumps-seq=5.6.2=hfef103a_4
+- munkres=1.1.4=pyh9f0ad1d_0
+- mysql-common=8.3.0=hf1915f5_4
+- mysql-libs=8.3.0=hca2cd23_4
+- nbformat=5.10.4=pyhd8ed1ab_0
+- ncurses=6.4.20240210=h59595ed_0
+- netcdf4=1.6.5=nompi_py311he8ad708_100
+- networkx=3.3=pyhd8ed1ab_1
+- nodeenv=1.8.0=pyhd8ed1ab_0
+- nomkl=1.0=h5ca1d4c_0
+- nspr=4.35=h27087fc_0
+- nss=3.98=h1d7d5a4_0
+- numexpr=2.9.0=py311h039bad6_100
+- numpy=1.26.4=py311h64a7726_0
+- openjdk=22.0.1=hb622114_0
+- openjpeg=2.5.2=h488ebb8_0
+- openpyxl=3.1.2=py311h459d7ec_1
+- openssl=3.3.0=hd590300_0
+- orc=2.0.0=h17fec99_1
+- packaging=24.0=pyhd8ed1ab_0
+- pandas=2.2.2=py311h320fe9a_0
+- pango=1.52.2=ha41ecd1_0
+- parso=0.8.4=pyhd8ed1ab_0
+- partd=1.4.1=pyhd8ed1ab_0
+- patsy=0.5.6=pyhd8ed1ab_0
+- pcre2=10.43=hcad00b1_0
+- pexpect=4.9.0=pyhd8ed1ab_0
+- pickleshare=0.7.5=py_1003
+- pillow=10.3.0=py311h18e6fac_0
+- pip=24.0=pyhd8ed1ab_0
+- pixman=0.43.2=h59595ed_0
+- pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1
+- plac=1.4.3=pyhd8ed1ab_0
+- platformdirs=4.2.1=pyhd8ed1ab_0
+- pluggy=1.5.0=pyhd8ed1ab_0
+- ply=3.11=pyhd8ed1ab_2
+- poppler=24.04.0=hb6cd0d7_0
+- poppler-data=0.4.12=hd8ed1ab_0
+- postgresql=16.2=h82ecc9d_1
+- powerplantmatching=0.5.14=pyhd8ed1ab_0
+- pre-commit=3.7.0=pyha770c72_0
+- progressbar2=4.4.2=pyhd8ed1ab_0
+- proj=9.4.0=h1d62c97_1
+- prompt-toolkit=3.0.42=pyha770c72_0
+- psutil=5.9.8=py311h459d7ec_0
+- pthread-stubs=0.4=h36c2ea0_1001
+- ptyprocess=0.7.0=pyhd3deb0d_0
+- pulp=2.8.0=py311h38be061_0
+- pulseaudio-client=17.0=hb77b528_0
+- pure_eval=0.2.2=pyhd8ed1ab_0
+- py-cpuinfo=9.0.0=pyhd8ed1ab_0
+- pyarrow=15.0.2=py311hd5e4297_6_cpu
+- pyarrow-hotfix=0.6=pyhd8ed1ab_0
+- pycountry=22.3.5=pyhd8ed1ab_0
+- pycparser=2.22=pyhd8ed1ab_0
+- pygments=2.17.2=pyhd8ed1ab_0
+- pyomo=6.6.1=py311hb755f60_0
+- pyparsing=3.1.2=pyhd8ed1ab_0
+- pyproj=3.6.1=py311hb3a3e68_6
+- pypsa=0.27.1=pyhd8ed1ab_0
+- pyqt=5.15.9=py311hf0fb5b6_5
+- pyqt5-sip=12.12.2=py311hb755f60_5
+- pyscipopt=5.0.1=py311hb755f60_0
+- pyshp=2.3.1=pyhd8ed1ab_0
+- pysocks=1.7.1=pyha2e5f31_6
+- pytables=3.9.2=py311h3e8b7c9_2
+- pytest=8.2.0=pyhd8ed1ab_0
+- python=3.11.9=hb806964_0_cpython
+- python-dateutil=2.9.0=pyhd8ed1ab_0
+- python-fastjsonschema=2.19.1=pyhd8ed1ab_0
+- python-tzdata=2024.1=pyhd8ed1ab_0
+- python-utils=3.8.2=pyhd8ed1ab_0
+- python_abi=3.11=4_cp311
+- pytz=2024.1=pyhd8ed1ab_0
+- pyxlsb=1.0.10=pyhd8ed1ab_0
+- pyyaml=6.0.1=py311h459d7ec_1
+- qt-main=5.15.8=hc9dc06e_21
+- rasterio=1.3.10=py311h375a7ea_0
+- rdma-core=51.0=hd3aeb46_0
+- re2=2023.09.01=h7f4b329_2
+- readline=8.2=h8228510_1
+- referencing=0.35.1=pyhd8ed1ab_0
+- requests=2.31.0=pyhd8ed1ab_0
+- reretry=0.11.8=pyhd8ed1ab_0
+- rioxarray=0.15.5=pyhd8ed1ab_0
+- rpds-py=0.18.0=py311h46250e7_0
+- rtree=1.2.0=py311h3bb2b0f_0
+- s2n=1.4.12=h06160fa_0
+- scikit-learn=1.4.2=py311hc009520_0
+- scip=9.0.0=hded5f35_4
+- scipy=1.13.0=py311h64a7726_0
+- scotch=7.0.4=h23d43cc_1
+- seaborn=0.13.2=hd8ed1ab_2
+- seaborn-base=0.13.2=pyhd8ed1ab_2
+- setuptools=69.5.1=pyhd8ed1ab_0
+- setuptools-scm=8.0.4=pyhd8ed1ab_1
+- setuptools_scm=8.0.4=hd8ed1ab_1
+- shapely=2.0.4=py311h2032efe_0
+- sip=6.7.12=py311hb755f60_0
+- six=1.16.0=pyh6c4a22f_0
+- smart_open=7.0.4=pyhd8ed1ab_0
+- smmap=5.0.0=pyhd8ed1ab_0
+- snakemake-interface-common=1.17.2=pyhdfd78af_0
+- snakemake-interface-executor-plugins=9.1.1=pyhdfd78af_0
+- snakemake-interface-report-plugins=1.0.0=pyhdfd78af_0
+- snakemake-interface-storage-plugins=3.2.2=pyhdfd78af_0
+- snakemake-minimal=8.11.1=pyhdfd78af_0
+- snappy=1.2.0=hdb0a2a9_1
+- snuggs=1.4.7=py_0
+- sortedcontainers=2.4.0=pyhd8ed1ab_0
+- soupsieve=2.5=pyhd8ed1ab_1
+- spdlog=1.13.0=hd2e6256_0
+- sqlite=3.45.3=h2c6b66d_0
+- stack_data=0.6.2=pyhd8ed1ab_0
+- statsmodels=0.14.1=py311h1f0f07a_0
+- stopit=1.1.2=py_0
+- tabula-py=2.7.0=py311h38be061_1
+- tabulate=0.9.0=pyhd8ed1ab_1
+- tbb=2021.11.0=h00ab1b0_1
+- tblib=3.0.0=pyhd8ed1ab_0
+- threadpoolctl=3.5.0=pyhc1e730c_0
+- throttler=1.2.2=pyhd8ed1ab_0
+- tiledb=2.22.0=h27f064a_3
+- tk=8.6.13=noxft_h4845f30_101
+- toml=0.10.2=pyhd8ed1ab_0
+- tomli=2.0.1=pyhd8ed1ab_0
+- toolz=0.12.1=pyhd8ed1ab_0
+- toposort=1.10=pyhd8ed1ab_0
+- tornado=6.4=py311h459d7ec_0
+- tqdm=4.66.2=pyhd8ed1ab_0
+- traitlets=5.14.3=pyhd8ed1ab_0
+- typing-extensions=4.11.0=hd8ed1ab_0
+- typing_extensions=4.11.0=pyha770c72_0
+- tzcode=2024a=h3f72095_0
+- tzdata=2024a=h0c530f3_0
+- ucx=1.15.0=ha691c75_8
+- ukkonen=1.0.1=py311h9547e67_4
+- unidecode=1.3.8=pyhd8ed1ab_0
+- unixodbc=2.3.12=h661eb56_0
+- uriparser=0.9.7=h59595ed_1
+- urllib3=2.2.1=pyhd8ed1ab_0
+- validators=0.28.1=pyhd8ed1ab_0
+- virtualenv=20.26.1=pyhd8ed1ab_0
+- wcwidth=0.2.13=pyhd8ed1ab_0
+- wheel=0.43.0=pyhd8ed1ab_1
+- wrapt=1.16.0=py311h459d7ec_0
+- xarray=2024.3.0=pyhd8ed1ab_0
+- xcb-util=0.4.0=hd590300_1
+- xcb-util-image=0.4.0=h8ee46fc_1
+- xcb-util-keysyms=0.4.0=h8ee46fc_1
+- xcb-util-renderutil=0.3.9=hd590300_1
+- xcb-util-wm=0.4.1=h8ee46fc_1
+- xerces-c=3.2.5=hac6953d_0
+- xkeyboard-config=2.41=hd590300_0
+- xlrd=2.0.1=pyhd8ed1ab_3
+- xorg-fixesproto=5.0=h7f98852_1002
+- xorg-inputproto=2.3.2=h7f98852_1002
+- xorg-kbproto=1.0.7=h7f98852_1002
+- xorg-libice=1.1.1=hd590300_0
+- xorg-libsm=1.2.4=h7391055_0
+- xorg-libx11=1.8.9=h8ee46fc_0
+- xorg-libxau=1.0.11=hd590300_0
+- xorg-libxdmcp=1.1.3=h7f98852_0
+- xorg-libxext=1.3.4=h0b41bf4_2
+- xorg-libxfixes=5.0.3=h7f98852_1004
+- xorg-libxi=1.7.10=h7f98852_0
+- xorg-libxrender=0.9.11=hd590300_0
+- xorg-libxt=1.3.0=hd590300_1
+- xorg-libxtst=1.2.3=h7f98852_1002
+- xorg-recordproto=1.14.2=h7f98852_1002
+- xorg-renderproto=0.11.1=h7f98852_1002
+- xorg-xextproto=7.3.0=h0b41bf4_1003
+- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002
+- xorg-xproto=7.0.31=h7f98852_1007
+- xyzservices=2024.4.0=pyhd8ed1ab_0
+- xz=5.2.6=h166bdaf_0
+- yaml=0.2.5=h7f98852_2
+- yte=1.5.4=pyha770c72_0
+- zict=3.0.0=pyhd8ed1ab_0
+- zipp=3.17.0=pyhd8ed1ab_0
+- zlib=1.2.13=hd590300_5
+- zlib-ng=2.0.7=h0b41bf4_0
+- zstd=1.5.5=hfc55251_0
 - pip:
   - highspy==1.5.3
+  - oauthlib==3.2.2
+  - requests-oauthlib==1.3.1
+  - snakemake-executor-plugin-cluster-generic==1.0.9
+  - snakemake-executor-plugin-slurm==0.4.5
+  - snakemake-executor-plugin-slurm-jobstep==0.2.1
+  - snakemake-storage-plugin-http==0.2.3
   - tsam==2.3.1
+prefix: /home/fabian/.miniconda3/envs/pypsa-eur