diff --git a/full_environment.yml b/full_environment.yml
index 8b9f94f..5a4d995 100644
--- a/full_environment.yml
+++ b/full_environment.yml
@@ -1,171 +1,140 @@
 name: glamod_QC
 channels:
-  - defaults
   - conda-forge
 dependencies:
-  - _libgcc_mutex=0.1=conda_forge
-  - _openmp_mutex=4.5=2_gnu
-  - alabaster=0.7.12=pyhd3eb1b0_0
-  - antlr-python-runtime=4.7.2=py311h38be061_1003
-  - asttokens=2.0.5=pyhd3eb1b0_0
-  - backcall=0.2.0=pyhd3eb1b0_0
-  - blas=1.0=mkl
-  - brotli=1.0.9=h5eee18b_7
-  - brotli-bin=1.0.9=h5eee18b_7
-  - bzip2=1.0.8=h7b6447c_0
-  - c-ares=1.19.0=h5eee18b_0
-  - ca-certificates=2023.05.30=h06a4308_0
-  - charset-normalizer=2.0.4=pyhd3eb1b0_0
-  - curl=8.1.1=h5eee18b_1
-  - cycler=0.11.0=pyhd3eb1b0_0
-  - dask-core=2023.6.0=py311h06a4308_0
-  - decorator=5.1.1=pyhd3eb1b0_0
-  - executing=0.8.3=pyhd3eb1b0_0
-  - expat=2.4.9=h6a678d5_0
-  - fonttools=4.25.0=pyhd3eb1b0_0
-  - freetype=2.12.1=h4a9f257_0
-  - geos=3.8.0=he6710b0_0
-  - giflib=5.2.1=h5eee18b_3
-  - hdf4=4.2.13=h3ca952b_2
-  - hdf5=1.10.6=h3ffc7dd_1
-  - iniconfig=1.1.1=pyhd3eb1b0_0
-  - intel-openmp=2023.1.0=hdb19cb5_46305
-  - iris=3.6.1=pyha770c72_0
-  - jpeg=9e=h5eee18b_1
-  - krb5=1.20.1=h568e23c_1
-  - lcms2=2.12=h3be6417_0
-  - ld_impl_linux-64=2.38=h1181459_1
-  - lerc=3.0=h295c915_0
-  - libbrotlicommon=1.0.9=h5eee18b_7
-  - libbrotlidec=1.0.9=h5eee18b_7
-  - libbrotlienc=1.0.9=h5eee18b_7
-  - libcurl=8.1.1=h91b91d3_1
-  - libdeflate=1.17=h5eee18b_0
-  - libedit=3.1.20221030=h5eee18b_0
-  - libev=4.33=h7f8727e_1
-  - libffi=3.4.4=h6a678d5_0
-  - libgcc-ng=13.1.0=he5830b7_0
-  - libgfortran-ng=13.1.0=h69a702a_0
-  - libgfortran5=13.1.0=h15d22d2_0
-  - libgomp=13.1.0=he5830b7_0
-  - libnetcdf=4.8.1=h8322cc2_2
-  - libnghttp2=1.52.0=ha637b67_1
-  - libpng=1.6.39=h5eee18b_0
-  - libssh2=1.10.0=h37d81fd_2
-  - libstdcxx-ng=13.1.0=hfd8a6a1_0
-  - libtiff=4.5.0=h6a678d5_2
-  - libuuid=1.41.5=h5eee18b_0
-  - libwebp=1.2.4=h11a3e52_1
-  - libwebp-base=1.2.4=h5eee18b_1
-  - libzip=1.8.0=h5cef20c_0
-  - lz4-c=1.9.4=h6a678d5_0
-  - matplotlib-base=3.7.1=py311ha02d727_1
-  - mkl=2023.1.0=h6d00ec8_46342
-  - mkl_fft=1.3.6=py311ha02d727_1
-  - mkl_random=1.2.2=py311ha02d727_1
-  - munkres=1.1.4=py_0
-  - ncurses=6.4=h6a678d5_0
-  - numpy-base=1.25.0=py311hf175353_0
-  - openssl=1.1.1v=h7f8727e_0
-  - parso=0.8.3=pyhd3eb1b0_0
-  - partd=1.2.0=pyhd3eb1b0_1
-  - pexpect=4.8.0=pyhd3eb1b0_3
-  - pickleshare=0.7.5=pyhd3eb1b0_1003
-  - proj=8.2.1=ha227179_0
-  - ptyprocess=0.7.0=pyhd3eb1b0_2
-  - pure_eval=0.2.2=pyhd3eb1b0_0
-  - pycparser=2.21=pyhd3eb1b0_0
-  - pyshp=2.1.3=pyhd3eb1b0_0
-  - python=3.11.4=h7a1cb2a_0
-  - python-dateutil=2.8.2=pyhd3eb1b0_0
-  - python-xxhash=2.0.2=py311h5eee18b_1
-  - python_abi=3.11=2_cp311
-  - readline=8.2=h5eee18b_0
-  - reverse_geocoder=1.5.1=pyhd8ed1ab_0
-  - scitools-iris=3.6.1=hd8ed1ab_0
-  - six=1.16.0=pyhd3eb1b0_1
-  - snowballstemmer=2.2.0=pyhd3eb1b0_0
-  - sphinx_rtd_theme=1.1.1=py311h06a4308_0
-  - sphinxcontrib-applehelp=1.0.2=pyhd3eb1b0_0
-  - sphinxcontrib-devhelp=1.0.2=pyhd3eb1b0_0
-  - sphinxcontrib-htmlhelp=2.0.0=pyhd3eb1b0_0
-  - sphinxcontrib-jsmath=1.0.1=pyhd3eb1b0_0
-  - sphinxcontrib-qthelp=1.0.3=pyhd3eb1b0_0
-  - sphinxcontrib-serializinghtml=1.1.5=pyhd3eb1b0_0
-  - sqlite=3.41.2=h5eee18b_0
-  - stack_data=0.2.0=pyhd3eb1b0_0
-  - tbb=2021.8.0=hdb19cb5_0
-  - tk=8.6.12=h1ccaba5_0
-  - tzdata=2023c=h04d1e81_0
-  - udunits2=2.2.28=hc3e0081_0
-  - wcwidth=0.2.5=pyhd3eb1b0_0
-  - xz=5.4.2=h5eee18b_0
-  - yaml=0.2.5=h7b6447c_0
-  - zlib=1.2.13=h5eee18b_0
-  - zstd=1.5.5=hc292b87_0
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - antlr-python-runtime=4.7.2
+  - asttokens=2.0.5
+  - backcall=0.2.0
+  - blas=1.0
+  - bottleneck=1.3.5
+  - brotli=1.0.9
+  - brotli-bin=1.0.9
+  - bzip2=1.0.8
+  - c-ares=1.19.0
+  - ca-certificates=2023.08.22
+  - cartopy=0.21.1
+  - certifi=2023.7.22
+  - cf-units=3.2.0
+  - cftime=1.6.2
+  - click=8.0.4
+  - cloudpickle=2.2.1
+  - contourpy=1.0.5
+  - coverage=7.2.2
+  - curl=8.1.1
+  - cycler=0.11.0
+  - dask-core=2023.6.0
+  - decorator=5.1.1
+  - executing=0.8.3
+  - expat=2.4.9
+  - fonttools=4.25.0
+  - freetype=2.12.1
+  - fsspec=2023.4.0
+  - geos=3.8.0
+  - giflib=5.2.1
+  - hdf4=4.2.13
+  - hdf5=1.10.6
+  - importlib-metadata=6.0.0
+  - iniconfig=1.1.1
+  - intel-openmp=2023.1.0
+  - ipython=8.12.0
+  - iris=3.6.1
+  - jedi=0.18.1
+  - jinja2=3.1.2
+  - jpeg=9e
+  - kiwisolver=1.4.4
+  - krb5=1.20.1
+  - lcms2=2.12
+  - ld_impl_linux-64=2.38
+  - lerc=3.0
+  - libbrotlicommon=1.0.9
+  - libbrotlidec=1.0.9
+  - libbrotlienc=1.0.9
+  - libcurl=8.1.1
+  - libdeflate=1.17
+  - libedit=3.1.20221030
+  - libev=4.33
+  - libffi=3.4.4
+  - libgcc-ng=13.1.0
+  - libgfortran-ng=11.2.0
+  - libgfortran5=11.2.0
+  - libgomp=13.1.0
+  - libnetcdf=4.8.1
+  - libnghttp2=1.52.0
+  - libpng=1.6.39
+  - libssh2=1.10.0
+  - libstdcxx-ng=11.2.0
+  - libtiff=4.5.0
+  - libuuid=1.41.5
+  - libwebp=1.3.2
+  - libwebp-base=1.3.2
+  - libzip=1.8.0
+  - locket=1.0.0
+  - lz4-c=1.9.4
+  - markupsafe=2.1.1
+  - matplotlib-base=3.7.1
+  - matplotlib-inline=0.1.6
+  - mkl=2023.1.0
+  - mkl-service=2.4.0
+  - mkl_fft=1.3.6
+  - mkl_random=1.2.2
+  - munkres=1.1.4
+  - ncurses=6.4
+  - netcdf4=1.6.2
+  - numexpr=2.8.4
+  - numpy=1.25.0
+  - numpy-base=1.25.0
+  - openjpeg=2.4.0
+  - openssl=1.1.1w
+  - packaging=23.0
+  - pandas=1.5.3
+  - parso=0.8.3
+  - partd=1.2.0
+  - pexpect=4.8.0
+  - pickleshare=0.7.5
+  - pillow=10.0.1
+  - pip=23.1.2
+  - pluggy=1.0.0
+  - proj=8.2.1
+  - prompt-toolkit=3.0.36
+  - ptyprocess=0.7.0
+  - pure_eval=0.2.2
+  - pyflakes=3.0.1
+  - pygments=2.15.1
+  - pyparsing=3.0.9
+  - pyproj=3.4.1
+  - pyshp=2.1.3
+  - pytest=7.4.0
+  - python=3.11.4
+  - python-dateutil=2.8.2
+  - python-xxhash=2.0.2
+  - python_abi=3.11
+  - pytz=2022.7
+  - pyyaml=6.0
+  - readline=8.2
+  - reverse_geocoder=1.5.1
+  - scipy=1.9.3
+  - scitools-iris=3.6.1
+  - setuptools=67.8.0
+  - shapely=2.0.1
+  - six=1.16.0
+  - sqlite=3.41.2
+  - stack_data=0.2.0
+  - tbb=2021.8.0
+  - tk=8.6.12
+  - toolz=0.12.0
+  - traitlets=5.7.1
+  - tzdata=2023c
+  - udunits2=2.2.28
+  - wcwidth=0.2.5
+  - wheel=0.38.4
+  - xxhash=0.8.0
+  - xz=5.4.2
+  - yaml=0.2.5
+  - zipp=3.11.0
+  - zlib=1.2.13
+  - zstd=1.5.5
   - pip:
-    - antlr4-python3-runtime==4.7.2
-    - babel==2.11.0
-    - bottleneck==1.3.5
-    - brotlipy==0.7.0
-    - cartopy==0.21.1
-    - certifi==2023.7.22
-    - cf-units==3.2.0
-    - cffi==1.15.1
-    - cftime==1.6.2
-    - click==8.0.4
-    - cloudpickle==2.2.1
-    - colorama==0.4.6
-    - contourpy==1.0.5
-    - coverage==7.2.2
-    - cryptography==41.0.2
-    - dask==2023.6.0
-    - docutils==0.18.1
-    - fsspec==2023.4.0
-    - idna==3.4
-    - imagesize==1.4.1
-    - importlib-metadata==6.0.0
-    - ipython==8.12.0
-    - jedi==0.18.1
-    - jinja2==3.1.2
-    - kiwisolver==1.4.4
-    - locket==1.0.0
-    - markupsafe==2.1.1
-    - matplotlib==3.7.1
-    - matplotlib-inline==0.1.6
-    - mkl-fft==1.3.6
-    - mkl-random==1.2.2
-    - mkl-service==2.4.0
-    - netcdf4==1.6.2
-    - numexpr==2.8.4
-    - numpy==1.25.0
-    - packaging==23.0
-    - pandas==1.5.3
-    - pillow==9.4.0
-    - pip==23.1.2
-    - pluggy==1.0.0
-    - prompt-toolkit==3.0.36
-    - pyarrow==17.0.0
-    - pyflakes==3.0.1
-    - pygments==2.15.1
-    - pyopenssl==23.2.0
-    - pyparsing==3.0.9
-    - pyproj==3.4.1
-    - pysocks==1.7.1
-    - pytest==7.4.0
-    - pytz==2022.7
-    - pyyaml==6.0
-    - requests==2.31.0
-    - scipy==1.9.3
-    - setuptools==67.8.0
-    - shapely==2.0.1
-    - sphinx==5.0.2
-    - sphinx-rtd-theme==1.1.1
-    - toolz==0.12.0
-    - traitlets==5.7.1
-    - urllib3==1.26.16
-    - wheel==0.38.4
-    - xxhash==2.0.2
-    - zipp==3.11.0
-prefix: /ichec/home/users/rdunn/.conda/envs/glamod_QC
+      - pyarrow==17.0.0