diff --git a/environment.yml b/environment.yml
index b6bab402..7fbbd0ef 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,290 +1,43 @@
 name: satip
 channels:
-  - conda-forge
   - defaults
 dependencies:
-  - _libgcc_mutex=0.1=conda_forge
-  - _openmp_mutex=4.5=2_gnu
-  - affine=2.4.0=pyhd8ed1ab_0
-  - aiobotocore=2.8.0=pyhd8ed1ab_0
-  - aiohttp=3.9.1=py311h459d7ec_0
-  - aioitertools=0.11.0=pyhd8ed1ab_0
-  - aiosignal=1.3.1=pyhd8ed1ab_0
-  - appdirs=1.4.4=pyh9f0ad1d_0
-  - asciitree=0.3.3=py_2
-  - attrs=23.1.0=pyh71513ae_1
-  - aws-c-auth=0.7.7=h4faf3ed_1
-  - aws-c-cal=0.6.9=h3b91eb8_1
-  - aws-c-common=0.9.8=hd590300_0
-  - aws-c-compression=0.2.17=hfd9eb17_6
-  - aws-c-event-stream=0.3.2=h1fff966_7
-  - aws-c-http=0.7.14=hc86c171_2
-  - aws-c-io=0.13.36=hc23c90e_0
-  - aws-c-mqtt=0.9.10=hba57965_1
-  - aws-c-s3=0.4.1=hfadff92_0
-  - aws-c-sdkutils=0.1.12=hfd9eb17_5
-  - aws-checksums=0.1.17=hfd9eb17_5
-  - aws-crt-cpp=0.24.7=h97e63c7_6
-  - aws-sdk-cpp=1.11.182=h8beafcf_7
-  - blosc=1.21.5=h0f2a231_0
-  - bokeh=3.3.2=pyhd8ed1ab_0
-  - botocore=1.33.1=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=1.23.0=hd590300_0
-  - ca-certificates=2023.11.17=hbcca054_0
-  - cached-property=1.5.2=hd8ed1ab_1
-  - cached_property=1.5.2=pyha770c72_1
-  - cairo=1.18.0=h3faef2a_0
-  - cartopy=0.22.0=py311h320fe9a_1
-  - certifi=2023.11.17=pyhd8ed1ab_0
-  - cfitsio=4.3.0=hbdc6101_0
-  - 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
-  - colorama=0.4.6=pyhd8ed1ab_0
-  - configobj=5.0.8=pyhd8ed1ab_0
-  - contourpy=1.2.0=py311h9547e67_0
-  - cycler=0.12.1=pyhd8ed1ab_0
-  - cytoolz=0.12.2=py311h459d7ec_1
-  - dask=2023.12.0=pyhd8ed1ab_0
-  - dask-core=2023.12.0=pyhd8ed1ab_0
-  - distributed=2023.12.0=pyhd8ed1ab_0
-  - docutils=0.20.1=py311h38be061_3
-  - donfig=0.8.1.post0=pyhd8ed1ab_0
-  - eccodes=2.32.1=h35c6de3_0
-  - expat=2.5.0=hcb278e6_1
-  - fasteners=0.17.3=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_1
-  - fontconfig=2.14.2=h14ed4e7_0
-  - fonts-conda-ecosystem=1=0
-  - fonts-conda-forge=1=0
-  - fonttools=4.46.0=py311h459d7ec_0
-  - freeglut=3.2.2=hac7e632_2
-  - freetype=2.12.1=h267a509_2
-  - freexl=2.0.0=h743c826_0
-  - frozenlist=1.4.0=py311h459d7ec_1
-  - fsspec=2023.12.1=pyhca7485f_0
-  - geos=3.12.1=h59595ed_0
-  - geotiff=1.7.1=hf074850_14
-  - gettext=0.21.1=h27087fc_0
-  - gflags=2.2.2=he1b5a44_1004
-  - giflib=5.2.1=h0b41bf4_3
-  - glog=0.6.0=h6f12383_0
-  - h5netcdf=1.3.0=pyhd8ed1ab_0
-  - h5py=3.10.0=nompi_py311h3839ddf_100
-  - hdf4=4.2.15=h2a13503_7
-  - hdf5=1.14.2=nompi_h4f84152_100
-  - icu=73.2=h59595ed_0
-  - idna=3.6=pyhd8ed1ab_0
-  - importlib-metadata=7.0.0=pyha770c72_0
-  - importlib_metadata=7.0.0=hd8ed1ab_0
-  - jasper=4.1.0=he6dfbbe_0
-  - jinja2=3.1.2=pyhd8ed1ab_1
-  - jmespath=1.0.1=pyhd8ed1ab_0
-  - json-c=0.17=h7ab15ed_0
-  - kealib=1.5.2=hcd42e92_1
-  - keyutils=1.6.1=h166bdaf_0
-  - kiwisolver=1.4.5=py311h9547e67_1
-  - krb5=1.21.2=h659d440_0
-  - lcms2=2.16=hb7c19ff_0
-  - ld_impl_linux-64=2.40=h41732ed_0
-  - lerc=4.0.0=h27087fc_0
-  - libabseil=20230802.1=cxx17_h59595ed_0
-  - libaec=1.1.2=h59595ed_1
-  - libarchive=3.7.2=h039dbb9_0
-  - libarrow=14.0.1=h2b6da2a_4_cpu
-  - libarrow-acero=14.0.1=h59595ed_4_cpu
-  - libarrow-dataset=14.0.1=h59595ed_4_cpu
-  - libarrow-flight=14.0.1=h120cb0d_4_cpu
-  - libarrow-flight-sql=14.0.1=h61ff412_4_cpu
-  - libarrow-gandiva=14.0.1=hacb8726_4_cpu
-  - libarrow-substrait=14.0.1=h61ff412_4_cpu
-  - libblas=3.9.0=20_linux64_openblas
-  - libboost-headers=1.83.0=ha770c72_0
-  - libbrotlicommon=1.1.0=hd590300_1
-  - libbrotlidec=1.1.0=hd590300_1
-  - libbrotlienc=1.1.0=hd590300_1
-  - libcblas=3.9.0=20_linux64_openblas
-  - libcrc32c=1.1.2=h9c3ff4c_0
-  - libcurl=8.4.0=hca28451_0
-  - libdeflate=1.19=hd590300_0
-  - libedit=3.1.20221030=h5eee18b_0
-  - libev=4.33=h516909a_1
-  - libevent=2.1.12=hf998b51_1
-  - libexpat=2.5.0=hcb278e6_1
-  - libffi=3.4.4=h6a678d5_0
-  - libgcc-ng=13.2.0=h807b86a_3
-  - libgdal=3.7.3=h73cd2e6_7
-  - libgfortran-ng=13.2.0=h69a702a_3
-  - libgfortran5=13.2.0=ha4646dd_3
-  - libglib=2.78.3=h783c2da_0
-  - libglu=9.0.0=hac7e632_1003
-  - libgomp=13.2.0=h807b86a_3
-  - libgoogle-cloud=2.12.0=h5206363_4
-  - libgrpc=1.59.3=hd6c4280_0
-  - libiconv=1.17=h166bdaf_0
-  - libjpeg-turbo=3.0.0=hd590300_1
-  - libkml=1.3.0=h01aab08_1018
-  - liblapack=3.9.0=20_linux64_openblas
-  - libllvm15=15.0.7=h5cf9203_3
-  - libnetcdf=4.9.2=nompi_h80fb2b6_112
-  - libnghttp2=1.58.0=h47da74e_0
-  - libnsl=2.0.1=hd590300_0
-  - libnuma=2.0.16=h0b41bf4_1
-  - libopenblas=0.3.25=pthreads_h413a1c8_0
-  - libparquet=14.0.1=h352af49_4_cpu
-  - libpng=1.6.39=h753d276_0
-  - libpq=16.1=hfc447b1_0
-  - libprotobuf=4.24.4=hf27288f_0
-  - libre2-11=2023.06.02=h7a70373_0
-  - librttopo=1.1.0=h8917695_15
-  - libspatialite=5.1.0=h7385560_2
-  - libsqlite=3.44.2=h2797004_0
-  - libssh2=1.11.0=h0841786_0
-  - libstdcxx-ng=13.2.0=h7e041cc_3
-  - libthrift=0.19.0=hb90f79a_1
-  - libtiff=4.6.0=ha9c0a0a_2
-  - libutf8proc=2.8.0=h166bdaf_0
-  - libuuid=2.38.1=h0b41bf4_0
-  - libwebp-base=1.3.2=hd590300_0
-  - libxcb=1.15=h0b41bf4_0
-  - libxml2=2.11.6=h232c23b_0
-  - libzip=1.10.1=h2629f0a_3
-  - libzlib=1.2.13=hd590300_5
-  - locket=1.0.0=pyhd8ed1ab_0
-  - lz4=4.3.2=py311h38e4bf4_1
-  - lz4-c=1.9.4=hcb278e6_0
-  - lzo=2.10=h516909a_1000
-  - markupsafe=2.1.3=py311h459d7ec_1
-  - matplotlib-base=3.8.2=py311h54ef318_0
-  - minizip=4.0.3=h0ab5242_0
-  - msgpack-python=1.0.7=py311h9547e67_0
-  - multidict=6.0.4=py311h459d7ec_1
-  - munkres=1.1.4=pyh9f0ad1d_0
-  - ncurses=6.4=h59595ed_2
-  - netcdf4=1.6.5=nompi_py311he8ad708_100
-  - nspr=4.35=h27087fc_0
-  - nss=3.95=h1d7d5a4_0
-  - numcodecs=0.12.1=py311hb755f60_0
-  - openjpeg=2.5.0=h488ebb8_3
-  - openssl=3.1.4=hd590300_0
-  - orc=1.9.2=h4b38347_0
-  - packaging=23.2=pyhd8ed1ab_0
-  - pandas=2.1.3=py311h320fe9a_0
-  - partd=1.4.1=pyhd8ed1ab_0
-  - pcre2=10.42=hcad00b1_0
-  - pillow=10.1.0=py311ha6c5da5_0
-  - pip=23.3.1=pyhd8ed1ab_0
-  - pixman=0.42.2=h59595ed_0
-  - platformdirs=4.1.0=pyhd8ed1ab_0
-  - pooch=1.8.0=pyhd8ed1ab_0
-  - poppler=23.11.0=h590f24d_0
-  - poppler-data=0.4.12=hd8ed1ab_0
-  - postgresql=16.1=h8972f4a_0
-  - proj=9.3.0=h1d62c97_2
-  - psutil=5.9.5=py311h459d7ec_1
-  - pthread-stubs=0.4=h36c2ea0_1001
-  - pyarrow=14.0.1=py311h39c9aba_4_cpu
-  - pyarrow-hotfix=0.6=pyhd8ed1ab_0
-  - pykdtree=1.3.10=py311h1f0f07a_0
-  - pyorbital=1.8.0=pyhd8ed1ab_0
-  - pyparsing=3.1.1=pyhd8ed1ab_0
-  - pyproj=3.6.1=py311h1facc83_4
-  - pyresample=1.27.1=py311h320fe9a_2
-  - pyshp=2.3.1=pyhd8ed1ab_0
-  - pysocks=1.7.1=pyha2e5f31_6
-  - pyspectral=0.13.0=pyhd8ed1ab_1
-  - python=3.11.6=hab00c5b_0_cpython
-  - python-dateutil=2.8.2=pyhd8ed1ab_0
-  - python-geotiepoints=1.7.1=py311h1f0f07a_0
-  - python-tzdata=2023.3=pyhd8ed1ab_0
-  - python_abi=3.11=4_cp311
-  - pytz=2023.3.post1=pyhd8ed1ab_0
-  - pyyaml=6.0.1=py311h459d7ec_1
-  - rasterio=1.3.9=py311h40fbdff_0
-  - rdma-core=49.0=hd3aeb46_1
-  - re2=2023.06.02=h2873b5e_0
-  - readline=8.2=h8228510_1
-  - requests=2.31.0=pyhd8ed1ab_0
-  - s2n=1.3.56=h06160fa_0
-  - s3fs=2023.12.1=pyhd8ed1ab_0
-  - satpy=0.38.0=pyhd8ed1ab_0
-  - scipy=1.11.4=py311h64a7726_0
-  - setuptools=68.2.2=pyhd8ed1ab_0
-  - shapely=2.0.2=py311h2032efe_1
-  - six=1.16.0=pyh6c4a22f_0
-  - snappy=1.1.10=h9fff704_0
-  - snuggs=1.4.7=py_0
-  - sortedcontainers=2.4.0=pyhd8ed1ab_0
-  - sqlite=3.44.2=h2c6b66d_0
-  - tblib=2.0.0=pyhd8ed1ab_0
-  - tiledb=2.16.3=h8c794c1_3
-  - tk=8.6.13=noxft_h4845f30_101
-  - toolz=0.12.0=pyhd8ed1ab_0
-  - tornado=6.3.3=py311h459d7ec_1
-  - tqdm=4.66.1=pyhd8ed1ab_0
-  - trollimage=1.22.2=py311h320fe9a_0
-  - trollsift=0.5.1=pyhd8ed1ab_0
-  - typing_extensions=4.8.0=pyha770c72_0
-  - tzcode=2023c=h0b41bf4_0
-  - tzdata=2023c=h71feb2d_0
-  - ucx=1.15.0=hae80064_1
-  - uriparser=0.9.7=hcb278e6_1
-  - urllib3=1.26.18=pyhd8ed1ab_0
-  - wheel=0.42.0=pyhd8ed1ab_0
-  - wrapt=1.16.0=py311h459d7ec_0
-  - xarray=2023.11.0=pyhd8ed1ab_0
-  - xerces-c=3.2.4=hac6953d_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=1.8.7=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-renderproto=0.11.1=h7f98852_1002
-  - xorg-xextproto=7.3.0=h0b41bf4_1003
-  - xorg-xproto=7.0.31=h7f98852_1007
-  - xyzservices=2023.10.1=pyhd8ed1ab_0
-  - xz=5.4.5=h5eee18b_0
-  - yaml=0.2.5=h7f98852_2
-  - yarl=1.9.3=py311h459d7ec_0
-  - zarr=2.16.1=pyhd8ed1ab_0
-  - zict=3.0.0=pyhd8ed1ab_0
-  - zipp=3.17.0=pyhd8ed1ab_0
-  - zlib=1.2.13=hd590300_5
-  - zstd=1.5.5=hfc55251_0
+  - python==3.12
+  - cartopy
+  - rasterio
+  - rioxarray
+  - fsspec
+  - satpy
   - pip:
-    - alembic==1.13.0
-    - blosc2==2.3.2
-    - eumdac==2.1.0
-    - freezegun==1.3.1
-    - greenlet==3.0.1
-    - imagecodecs==2023.9.18
+    - aiobotocore==2.12.1
+    - aiohttp==3.9.3
+    - aioitertools==0.11.0
+    - aiosignal==1.3.1
+    - alembic==1.13.1
+    - annotated-types==0.6.0
+    - blosc2==2.5.1
+    - botocore==1.34.51
+    - eumdac==2.2.1
+    - freezegun==1.4.0
+    - frozenlist==1.4.1
+    - greenlet==3.0.3
     - iniconfig==2.0.0
-    - mako==1.3.0
-    - ndindex==1.7
-    - nowcasting-datamodel==1.5.26
-    - numpy==1.23.2
+    - jmespath==1.0.1
+    - mako==1.3.2
+    - multidict==6.0.5
+    - ndindex==1.8
+    - nowcasting-datamodel==1.5.30
     - ocf-blosc2==0.0.4
-    - pluggy==1.3.0
+    - pluggy==1.4.0
     - psycopg2-binary==2.9.9
     - py-cpuinfo==9.0.0
-    - pydantic==1.10.10
-    - pytest==7.4.3
-    - sqlalchemy==2.0.23
-    - structlog==23.2.0
+    - pydantic==2.5.3
+    - pydantic-core==2.14.6
+    - pytest==8.0.2
+    - s3fs==2024.2.0
+    - sqlalchemy==2.0.28
+    - structlog==24.1.0
+    - typing-extensions==4.10.0
+    - urllib3==1.26.18
+    - wrapt==1.16.0
+    - yarl==1.9.4