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CMIP6 sea ice concentration diagnostics #26

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tdcwilliams opened this issue Mar 26, 2024 · 18 comments · May be fixed by #194
Open

CMIP6 sea ice concentration diagnostics #26

tdcwilliams opened this issue Mar 26, 2024 · 18 comments · May be fixed by #194
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wp4

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@tdcwilliams
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tdcwilliams commented Mar 26, 2024 •
edited by malmans2
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Data Type

Climate Projection

Assessment Category

Climate Impact Indicators

Dataset Name

projections-cmip6

Question Number

4

Workflow ID

eqctier3-69d9894d-7a38-4654-a1f2-9faa25805725

Zipped Notebook

climate_projections-cmip6_climate-and-weather-extremes_q2.ipynb.zip

Environment

name: wp4
channels:
  - conda-forge
dependencies:
  - _libgcc_mutex=0.1=conda_forge
  - _openmp_mutex=4.5=2_gnu
  - aiohttp=3.9.3=py311h459d7ec_1
  - aiosignal=1.3.1=pyhd8ed1ab_0
  - alsa-lib=1.2.11=hd590300_1
  - annotated-types=0.6.0=pyhd8ed1ab_0
  - ansiwrap=0.8.4=py_0
  - antlr-python-runtime=4.11.1=pyhd8ed1ab_0
  - anyio=4.3.0=pyhd8ed1ab_0
  - argon2-cffi=23.1.0=pyhd8ed1ab_0
  - argon2-cffi-bindings=21.2.0=py311h459d7ec_4
  - arrow=1.3.0=pyhd8ed1ab_0
  - asciitree=0.3.3=py_2
  - asttokens=2.4.1=pyhd8ed1ab_0
  - async-lru=2.0.4=pyhd8ed1ab_0
  - attr=2.5.1=h166bdaf_1
  - attrs=23.2.0=pyh71513ae_0
  - aws-c-auth=0.7.16=haed3651_8
  - aws-c-cal=0.6.10=ha9bf9b1_2
  - aws-c-common=0.9.14=hd590300_0
  - aws-c-compression=0.2.18=h4466546_2
  - aws-c-event-stream=0.4.2=he635cd5_6
  - aws-c-http=0.8.1=hbfc29b2_7
  - aws-c-io=0.14.6=h6b388c4_1
  - aws-c-mqtt=0.10.3=hffff1cc_2
  - aws-c-s3=0.5.2=h4893938_2
  - aws-c-sdkutils=0.1.15=h4466546_2
  - aws-checksums=0.1.18=h4466546_2
  - aws-crt-cpp=0.26.3=h137ae52_2
  - aws-sdk-cpp=1.11.267=he0cb598_3
  - azure-core-cpp=1.11.1=h91d86a7_1
  - azure-storage-blobs-cpp=12.10.0=h00ab1b0_1
  - azure-storage-common-cpp=12.5.0=h94269e2_4
  - babel=2.14.0=pyhd8ed1ab_0
  - beautifulsoup4=4.12.3=pyha770c72_0
  - black=24.3.0=py311h38be061_0
  - bleach=6.1.0=pyhd8ed1ab_0
  - blosc=1.21.5=h0f2a231_0
  - bokeh=3.4.0=pyhd8ed1ab_0
  - boltons=23.1.1=pyhd8ed1ab_0
  - bottleneck=1.3.8=py311h1f0f07a_0
  - branca=0.7.1=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=1.27.0=hd590300_0
  - ca-certificates=2024.2.2=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
  - cdsapi=0.6.1=pyhd8ed1ab_0
  - certifi=2024.2.2=pyhd8ed1ab_0
  - cf-units=3.2.0=py311h1f0f07a_4
  - cf_xarray=0.9.0=pyhd8ed1ab_0
  - cffi=1.16.0=py311hb3a22ac_0
  - cfgrib=0.9.10.4=pyhd8ed1ab_0
  - cfitsio=4.4.0=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
  - cmocean=3.1.3=pyhd8ed1ab_0
  - colorama=0.4.6=pyhd8ed1ab_0
  - colorspacious=1.1.2=pyh24bf2e0_0
  - comm=0.2.2=pyhd8ed1ab_0
  - contourpy=1.2.0=py311h9547e67_0
  - cycler=0.12.1=pyhd8ed1ab_0
  - cytoolz=0.12.3=py311h459d7ec_0
  - dask=2024.3.1=pyhd8ed1ab_0
  - dask-core=2024.3.1=pyhd8ed1ab_0
  - dask-expr=1.0.4=pyhd8ed1ab_0
  - dateparser=1.2.0=pyhd8ed1ab_0
  - dbus=1.13.6=h5008d03_3
  - debugpy=1.8.1=py311hb755f60_0
  - decorator=5.1.1=pyhd8ed1ab_0
  - defusedxml=0.7.1=pyhd8ed1ab_0
  - distributed=2024.3.1=pyhd8ed1ab_0
  - eccodes=2.34.1=he84ddb8_0
  - entrypoints=0.4=pyhd8ed1ab_0
  - esmf=8.6.0=nompi_h7b237b1_0
  - esmpy=8.6.0=pyhc1e730c_0
  - exceptiongroup=1.2.0=pyhd8ed1ab_2
  - executing=2.0.1=pyhd8ed1ab_0
  - expat=2.6.2=h59595ed_0
  - fasteners=0.17.3=pyhd8ed1ab_0
  - findlibs=0.0.5=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_1
  - fontconfig=2.14.2=h14ed4e7_0
  - fonts-conda-ecosystem=1=0
  - fonts-conda-forge=1=0
  - fonttools=4.49.0=py311h459d7ec_0
  - fqdn=1.5.1=pyhd8ed1ab_0
  - freeglut=3.2.2=hac7e632_2
  - freetype=2.12.1=h267a509_2
  - freexl=2.0.0=h743c826_0
  - frozenlist=1.4.1=py311h459d7ec_0
  - fsspec=2024.3.1=pyhca7485f_0
  - gdal=3.8.4=py311h8be719e_3
  - geopandas=0.14.3=pyhd8ed1ab_0
  - geopandas-base=0.14.3=pyha770c72_0
  - geos=3.12.1=h59595ed_0
  - geotiff=1.7.1=h6b2125f_15
  - gettext=0.21.1=h27087fc_0
  - gflags=2.2.2=he1b5a44_1004
  - giflib=5.2.1=h0b41bf4_3
  - glib=2.80.0=hf2295e7_0
  - glib-tools=2.80.0=hde27a5a_0
  - glog=0.7.0=hed5481d_0
  - graphite2=1.3.13=h58526e2_1001
  - greenlet=3.0.3=py311hb755f60_0
  - gst-plugins-base=1.22.9=h8e1006c_0
  - gstreamer=1.22.9=h98fc4e7_0
  - h11=0.14.0=pyhd8ed1ab_0
  - h2=4.1.0=pyhd8ed1ab_0
  - harfbuzz=8.3.0=h3d44ed6_0
  - hdf4=4.2.15=h2a13503_7
  - hdf5=1.14.3=nompi_h4f84152_100
  - hpack=4.0.0=pyh9f0ad1d_0
  - httpcore=1.0.4=pyhd8ed1ab_0
  - httpx=0.27.0=pyhd8ed1ab_0
  - hyperframe=6.0.1=pyhd8ed1ab_0
  - icclim=6.5.0=pyhd8ed1ab_0
  - icu=73.2=h59595ed_0
  - idna=3.6=pyhd8ed1ab_0
  - importlib-metadata=7.0.2=pyha770c72_0
  - importlib_metadata=7.0.2=hd8ed1ab_0
  - importlib_resources=6.3.0=pyhd8ed1ab_0
  - ipykernel=6.29.3=pyhd33586a_0
  - ipython=8.22.2=pyh707e725_0
  - isoduration=20.11.0=pyhd8ed1ab_0
  - jasper=4.2.2=he6dfbbe_0
  - jedi=0.19.1=pyhd8ed1ab_0
  - jinja2=3.1.3=pyhd8ed1ab_0
  - joblib=1.3.2=pyhd8ed1ab_0
  - json-c=0.17=h7ab15ed_0
  - json5=0.9.24=pyhd8ed1ab_0
  - jsonpickle=3.0.2=pyhd8ed1ab_1
  - jsonpointer=2.4=py311h38be061_3
  - jsonschema=4.21.1=pyhd8ed1ab_0
  - jsonschema-specifications=2023.12.1=pyhd8ed1ab_0
  - jsonschema-with-format-nongpl=4.21.1=pyhd8ed1ab_0
  - jupyter-lsp=2.2.4=pyhd8ed1ab_0
  - jupyter-server-proxy=4.1.2=pyhd8ed1ab_0
  - jupyter_client=8.6.1=pyhd8ed1ab_0
  - jupyter_core=5.7.2=py311h38be061_0
  - jupyter_events=0.10.0=pyhd8ed1ab_0
  - jupyter_server=2.13.0=pyhd8ed1ab_0
  - jupyter_server_terminals=0.5.3=pyhd8ed1ab_0
  - jupyterlab=4.1.5=pyhd8ed1ab_0
  - jupyterlab_pygments=0.3.0=pyhd8ed1ab_1
  - jupyterlab_server=2.25.4=pyhd8ed1ab_0
  - kealib=1.5.3=h2f55d51_0
  - keyutils=1.6.1=h166bdaf_0
  - kiwisolver=1.4.5=py311h9547e67_1
  - krb5=1.21.2=h659d440_0
  - lame=3.100=h166bdaf_1003
  - lcms2=2.16=hb7c19ff_0
  - ld_impl_linux-64=2.40=h41732ed_0
  - lerc=4.0.0=h27087fc_0
  - libabseil=20240116.1=cxx17_h59595ed_2
  - libaec=1.1.2=h59595ed_1
  - libarchive=3.7.2=h2aa1ff5_1
  - libarrow=15.0.2=h6bfc85a_0_cpu
  - libarrow-acero=15.0.2=h59595ed_0_cpu
  - libarrow-dataset=15.0.2=h59595ed_0_cpu
  - libarrow-flight=15.0.2=hc6145d9_0_cpu
  - libarrow-flight-sql=15.0.2=h757c851_0_cpu
  - libarrow-gandiva=15.0.2=hb016d2e_0_cpu
  - libarrow-substrait=15.0.2=h757c851_0_cpu
  - libblas=3.9.0=21_linux64_openblas
  - libboost-headers=1.84.0=ha770c72_1
  - libbrotlicommon=1.1.0=hd590300_1
  - libbrotlidec=1.1.0=hd590300_1
  - libbrotlienc=1.1.0=hd590300_1
  - libcap=2.69=h0f662aa_0
  - libcblas=3.9.0=21_linux64_openblas
  - libclang=15.0.7=default_hb11cfb5_4
  - libclang13=15.0.7=default_ha2b6cf4_4
  - libcrc32c=1.1.2=h9c3ff4c_0
  - libcups=2.3.3=h4637d8d_4
  - libcurl=8.6.0=hca28451_0
  - libdeflate=1.19=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=h807b86a_5
  - libgcrypt=1.10.3=hd590300_0
  - libgdal=3.8.4=hab4ef92_3
  - libgfortran-ng=13.2.0=h69a702a_5
  - libgfortran5=13.2.0=ha4646dd_5
  - libglib=2.80.0=hf2295e7_0
  - libglu=9.0.0=hac7e632_1003
  - libgomp=13.2.0=h807b86a_5
  - libgoogle-cloud=2.22.0=h9be4e54_1
  - libgoogle-cloud-storage=2.22.0=hc7a4891_1
  - libgpg-error=1.48=h71f35ed_0
  - libgrpc=1.62.1=h15f2491_0
  - libiconv=1.17=hd590300_2
  - libjpeg-turbo=3.0.0=hd590300_1
  - libkml=1.3.0=h01aab08_1018
  - liblapack=3.9.0=21_linux64_openblas
  - libllvm14=14.0.6=hcd5def8_4
  - libllvm15=15.0.7=hb3ce162_4
  - libllvm16=16.0.6=hb3ce162_3
  - 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=0.3.26=pthreads_h413a1c8_0
  - libopus=1.3.1=h7f98852_1
  - libparquet=15.0.2=h352af49_0_cpu
  - libpng=1.6.43=h2797004_0
  - libpq=16.2=h33b98f1_0
  - libprotobuf=4.25.3=h08a7969_0
  - libre2-11=2023.09.01=h5a48ba9_2
  - librttopo=1.1.0=h8917695_15
  - libsndfile=1.2.2=hc60ed4a_1
  - libsodium=1.0.18=h36c2ea0_1
  - libspatialindex=1.9.3=h9c3ff4c_4
  - libspatialite=5.1.0=h7bd4643_4
  - libsqlite=3.45.2=h2797004_0
  - libssh2=1.11.0=h0841786_0
  - libstdcxx-ng=13.2.0=h7e041cc_5
  - libsystemd0=255=h3516f8a_1
  - libthrift=0.19.0=hb90f79a_1
  - libtiff=4.6.0=ha9c0a0a_2
  - libudunits2=2.2.28=h40f5838_3
  - libutf8proc=2.8.0=h166bdaf_0
  - libuuid=2.38.1=h0b41bf4_0
  - libvorbis=1.3.7=h9c3ff4c_0
  - libwebp-base=1.3.2=hd590300_0
  - libxcb=1.15=h0b41bf4_0
  - libxcrypt=4.4.36=hd590300_1
  - libxkbcommon=1.6.0=hd429924_1
  - libxml2=2.12.6=h232c23b_0
  - libzip=1.10.1=h2629f0a_3
  - libzlib=1.2.13=hd590300_5
  - llvmlite=0.42.0=py311ha6695c7_1
  - locket=1.0.0=pyhd8ed1ab_0
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  - lz4-c=1.9.4=hcb278e6_0
  - lzo=2.10=h516909a_1000
  - mapclassify=2.6.1=pyhd8ed1ab_0
  - markdown-it-py=3.0.0=pyhd8ed1ab_0
  - markupsafe=2.1.5=py311h459d7ec_0
  - matplotlib=3.8.3=py311h38be061_0
  - matplotlib-base=3.8.3=py311h54ef318_0
  - matplotlib-inline=0.1.6=pyhd8ed1ab_0
  - mdurl=0.1.2=pyhd8ed1ab_0
  - minizip=4.0.5=h0ab5242_0
  - mistune=3.0.2=pyhd8ed1ab_0
  - mpg123=1.32.4=h59595ed_0
  - msgpack-python=1.0.7=py311h9547e67_0
  - multidict=6.0.5=py311h459d7ec_0
  - munkres=1.1.4=pyh9f0ad1d_0
  - mypy_extensions=1.0.0=pyha770c72_0
  - mysql-common=8.0.33=hf1915f5_6
  - mysql-libs=8.0.33=hca2cd23_6
  - nbclient=0.10.0=pyhd8ed1ab_0
  - nbconvert=7.16.2=pyhd8ed1ab_0
  - nbconvert-core=7.16.2=pyhd8ed1ab_0
  - nbconvert-pandoc=7.16.2=pyhd8ed1ab_0
  - nbformat=5.10.3=pyhd8ed1ab_0
  - nc-time-axis=1.4.1=pyhd8ed1ab_0
  - ncurses=6.4=h59595ed_2
  - nest-asyncio=1.6.0=pyhd8ed1ab_0
  - netcdf-fortran=4.6.1=nompi_hacb5139_103
  - netcdf4=1.6.5=nompi_py311he8ad708_100
  - networkx=3.2.1=pyhd8ed1ab_0
  - notebook-shim=0.2.4=pyhd8ed1ab_0
  - nspr=4.35=h27087fc_0
  - nss=3.98=h1d7d5a4_0
  - numba=0.59.0=py311h96b013e_1
  - numcodecs=0.12.1=py311hb755f60_0
  - numpy=1.26.4=py311h64a7726_0
  - openjpeg=2.5.2=h488ebb8_0
  - openssl=3.2.1=hd590300_1
  - orc=2.0.0=h1e5e2c1_0
  - overrides=7.7.0=pyhd8ed1ab_0
  - packaging=24.0=pyhd8ed1ab_0
  - pandas=2.2.1=py311h320fe9a_0
  - pandoc=3.1.12.3=ha770c72_0
  - pandocfilters=1.5.0=pyhd8ed1ab_0
  - papermill=2.5.0=pyhd8ed1ab_0
  - parso=0.8.3=pyhd8ed1ab_0
  - partd=1.4.1=pyhd8ed1ab_0
  - pathspec=0.12.1=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=10.2.0=py311ha6c5da5_0
  - pint=0.23=pyhd8ed1ab_0
  - pip=24.0=pyhd8ed1ab_0
  - pixman=0.43.2=h59595ed_0
  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1
  - platformdirs=4.2.0=pyhd8ed1ab_0
  - plotly=5.19.0=pyhd8ed1ab_0
  - ply=3.11=py_1
  - poppler=24.03.0=h590f24d_0
  - poppler-data=0.4.12=hd8ed1ab_0
  - postgresql=16.2=h7387d8b_0
  - proj=9.3.1=h1d62c97_0
  - prometheus_client=0.20.0=pyhd8ed1ab_0
  - prompt-toolkit=3.0.42=pyha770c72_0
  - properscoring=0.1=py_0
  - psutil=5.9.8=py311h459d7ec_0
  - pthread-stubs=0.4=h36c2ea0_1001
  - ptyprocess=0.7.0=pyhd3deb0d_0
  - pulseaudio-client=16.1=hb77b528_5
  - pure_eval=0.2.2=pyhd8ed1ab_0
  - pyarrow=15.0.2=py311h39c9aba_0_cpu
  - pyarrow-hotfix=0.6=pyhd8ed1ab_0
  - pycparser=2.21=pyhd8ed1ab_0
  - pydantic=2.6.4=pyhd8ed1ab_0
  - pydantic-core=2.16.3=py311h46250e7_0
  - pydantic-settings=2.2.1=pyhd8ed1ab_0
  - pygments=2.17.2=pyhd8ed1ab_0
  - pyparsing=3.1.2=pyhd8ed1ab_0
  - pyproj=3.6.1=py311hca0b8b9_5
  - pyqt=5.15.9=py311hf0fb5b6_5
  - pyqt5-sip=12.12.2=py311hb755f60_5
  - pyshp=2.3.1=pyhd8ed1ab_0
  - pysocks=1.7.1=pyha2e5f31_6
  - python=3.11.8=hab00c5b_0_cpython
  - python-dateutil=2.9.0=pyhd8ed1ab_0
  - python-dotenv=1.0.1=pyhd8ed1ab_0
  - python-eccodes=1.7.0=py311h1f0f07a_0
  - python-fastjsonschema=2.19.1=pyhd8ed1ab_0
  - python-json-logger=2.0.7=pyhd8ed1ab_0
  - python-tzdata=2024.1=pyhd8ed1ab_0
  - python_abi=3.11=4_cp311
  - pytz=2024.1=pyhd8ed1ab_0
  - pyyaml=6.0.1=py311h459d7ec_1
  - pyzmq=25.1.2=py311h34ded2d_0
  - qt-main=5.15.8=h5810be5_19
  - rdma-core=50.0=hd3aeb46_1
  - re2=2023.09.01=h7f4b329_2
  - readline=8.2=h8228510_1
  - rechunker=0.5.2=pyhd8ed1ab_1
  - referencing=0.34.0=pyhd8ed1ab_0
  - regex=2023.12.25=py311h459d7ec_0
  - requests=2.31.0=pyhd8ed1ab_0
  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rich=13.7.1=pyhd8ed1ab_0
  - rpds-py=0.18.0=py311h46250e7_0
  - rtree=1.2.0=py311h3bb2b0f_0
  - s2n=1.4.7=h06160fa_0
  - scikit-learn=1.4.1.post1=py311hc009520_0
  - scipy=1.12.0=py311h64a7726_2
  - seaborn=0.13.2=hd8ed1ab_0
  - seaborn-base=0.13.2=pyhd8ed1ab_0
  - send2trash=1.8.2=pyh41d4057_0
  - setuptools=69.2.0=pyhd8ed1ab_0
  - shapely=2.0.3=py311h2032efe_0
  - shellingham=1.5.4=pyhd8ed1ab_0
  - simpervisor=1.0.0=pyhd8ed1ab_0
  - sip=6.7.12=py311hb755f60_0
  - six=1.16.0=pyh6c4a22f_0
  - snappy=1.1.10=h9fff704_0
  - sniffio=1.3.1=pyhd8ed1ab_0
  - sortedcontainers=2.4.0=pyhd8ed1ab_0
  - soupsieve=2.5=pyhd8ed1ab_1
  - sparse=0.15.1=pyhd8ed1ab_1
  - spdlog=1.12.0=hd2e6256_2
  - sqlalchemy=2.0.28=py311h459d7ec_0
  - sqlite=3.45.2=h2c6b66d_0
  - stack_data=0.6.2=pyhd8ed1ab_0
  - statsmodels=0.14.1=py311h1f0f07a_0
  - structlog=24.1.0=pyhd8ed1ab_0
  - tblib=3.0.0=pyhd8ed1ab_0
  - tenacity=8.2.3=pyhd8ed1ab_0
  - terminado=0.18.1=pyh0d859eb_0
  - textwrap3=0.9.2=py_0
  - threadpoolctl=3.3.0=pyhc1e730c_0
  - tiledb=2.20.1=h99d63bd_4
  - tinycss2=1.2.1=pyhd8ed1ab_0
  - 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
  - tornado=6.4=py311h459d7ec_0
  - tqdm=4.66.2=pyhd8ed1ab_0
  - traitlets=5.14.2=pyhd8ed1ab_0
  - typer=0.9.0=pyhd8ed1ab_0
  - types-python-dateutil=2.9.0.20240316=pyhd8ed1ab_0
  - typing-extensions=4.10.0=hd8ed1ab_0
  - typing_extensions=4.10.0=pyha770c72_0
  - typing_utils=0.1.0=pyhd8ed1ab_0
  - tzcode=2024a=h3f72095_0
  - tzdata=2024a=h0c530f3_0
  - tzlocal=5.2=py311h38be061_0
  - ucx=1.15.0=h11edf95_7
  - udunits2=2.2.28=h40f5838_3
  - uri-template=1.3.0=pyhd8ed1ab_0
  - uriparser=0.9.7=h59595ed_1
  - urllib3=2.2.1=pyhd8ed1ab_0
  - wcwidth=0.2.13=pyhd8ed1ab_0
  - webcolors=1.13=pyhd8ed1ab_0
  - webencodings=0.5.1=pyhd8ed1ab_2
  - websocket-client=1.7.0=pyhd8ed1ab_0
  - wheel=0.42.0=pyhd8ed1ab_0
  - xarray=2024.2.0=pyhd8ed1ab_0
  - xarraymannkendall=1.4.5=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
  - xclim=0.48.2=pyhd8ed1ab_0
  - xerces-c=3.2.5=hac6953d_0
  - xesmf=0.8.4=pyhd8ed1ab_1
  - xhistogram=0.3.2=pyhd8ed1ab_0
  - xkeyboard-config=2.41=hd590300_0
  - 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-xf86vidmodeproto=2.3.1=h7f98852_1002
  - xorg-xproto=7.0.31=h7f98852_1007
  - xskillscore=0.0.26=pyhd8ed1ab_0
  - xyzservices=2023.10.1=pyhd8ed1ab_0
  - xz=5.2.6=h166bdaf_0
  - yamale=4.0.4=pyh6c4a22f_0
  - yaml=0.2.5=h7f98852_2
  - yarl=1.9.4=py311h459d7ec_0
  - zarr=2.17.1=pyhd8ed1ab_0
  - zeromq=4.3.5=h59595ed_1
  - zict=3.0.0=pyhd8ed1ab_0
  - zipp=3.17.0=pyhd8ed1ab_0
  - zlib=1.2.13=hd590300_5
  - zstd=1.5.5=hfc55251_0
  - pip:
      - c3s-eqc-automatic-quality-control==0.1.2.dev103+gaf19fc1
      - cacholote==0.9.0
      - cads-toolbox==0.0.2b0
      - cgul==0.0.4
      - coucal==0.0.1b3
      - emohawk==0.0.4b0
      - kaleido==0.2.1
      - skillmetrics==1.2.4
      - xlsxwriter==3.2.0
prefix: /data/common/miniforge3/envs/wp4

Anything else we need to know?

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@tdcwilliams
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Data type = climate
Assessment category = climate-and-weather-extremes

@malmans2 malmans2 mentioned this issue Mar 26, 2024
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@malmans2
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Here is your permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/b619e445fc807c1d055c004a30f37595bef7f3ba/Climate_Projections/climate_projections-cmip6_climate-and-weather-extremes_q02.ipynb

Please make sure that the notebook name is correct.

If you need to make modifications, please share here the new version of the notebook and I will provide a new permalink.
Let me know when the notebook is accepted, I will merge the PR into main.

@tdcwilliams
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Thanks @malmans2 - I rethought the name and added a summary of the results to the top, which I hadn't put in first time around.
climate_projections-cmip6_climate-impact-indicators_q2c.ipynb.zip

@malmans2
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Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/b102e7319f113d7cafd7a6f3cf1454e1e6efde15/Climate_Projections/climate_projections-cmip6_climate-and-weather-extremes_q02.ipynb

@malmans2 malmans2 mentioned this issue Mar 27, 2024
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@tdcwilliams
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Hi @malmans2 - it should now be q4 and I think climate-impact-indicators is the best type, giving the name climate_projections-cmip6_climate-impact-indicators_q04.ipynb

@malmans2
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Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/fd12badb66e6e8d3b0865c3c22039906a3599c49/Climate_Projections/climate_projections-cmip6_climate-impact-indicators_q04.ipynb

@tdcwilliams
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climate_projections-cmip6_climate-impact-indicators_q04.ipynb.zip

Hi @malmans2, this one is now changed to have the proper summary info at the top

@malmans2
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Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/e4d3070529743f54af5569cf215a723c6e7d28f5/Climate_Projections/climate_projections-cmip6_climate-impact-indicators_q04.ipynb

@tdcwilliams
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Thanks @malmans2

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malmans2 commented May 17, 2024 •
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Hi @tdcwilliams,

Unfortunately, I think the CDS introduced a breaking change.
It looks like the form of satellite-sea-ice-concentration slightly changed.

I already fixed the template. See: bopen/c3s-eqc-toolbox-template@b0d1e66
Next time you request a permalink, please make sure that the same changes are applied to your notebook.
Right now the old version of the form still works because of the cache, but it will break your code when the cache will expire and/or we will change VM.
This is the notebook you submitted here with the changes implemented: climate_projections-cmip6_climate-impact-indicators_q04.zip

Let me know if anything is not clear!

(It's possible that other notebooks are affected. If that's the case, I will ping you in the other issues)

@malmans2 malmans2 added the wp4 label May 22, 2024
@tdcwilliams
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Hi @malmans2, thanks I'll add those changes to all my sea ice concentration notebooks

@tdcwilliams
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Hi @malmans2, can you make a link to the new notebook?

@malmans2
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Hi @tdcwilliams,

You need to run the new notebook yourself and upload it again here. The notebook I shared with you should be already cached on the old VM. Same for #29

@tdcwilliams
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Hi @malmans2, won't it need recaching since the request is different?

@malmans2
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Yup, if I remember right I did it before mentioning the issue to you so you could test it.
Could you please try?

@tdcwilliams
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Hi @malmans2, it ran fine. Here is what I ran
climate_projections-cmip6_climate-impact-indicators_q04.ipynb.zip

@malmans2
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Here it is: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/e015609669acd60cd431eb360bfde4ee0f6e0527/Climate_Projections/climate_projections-cmip6_climate-impact-indicators_q04.ipynb

@crgoddard
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After the splitting of the QARs in the CIM I believe this one is now:

https://cds2-backoffice.copernicus-climate.eu/app/execution/eqctier3-69d9894d-7a38-4654-a1f2-9faa25805725
https://cds2-backoffice.copernicus-climate.eu/app/qar/5087

@malmans2 malmans2 linked a pull request Sep 30, 2024 that will close this issue
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eqctier3-69d9894d-7a38-4654-a1f2-9faa25805725 ecmwf-projects/c3s2-eqc-quality-assessment
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@tdcwilliams @malmans2 @crgoddard