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ecmwf-projects / c3s2-eqc-quality-assessment

https://ecmwf-projects.github.io/c3s2-eqc-quality-assessment/
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CMIP6 variability #256

Open almarbo opened 1 day ago

almarbo commented 1 day ago

Data Type

Climate Projection - CMIP6

Assessment Category

uncertainty-quality-flags

Dataset Name

projections-cmip6

Question Number

10

Workflow ID

eqctier3-b8996021-2a04-470a-a04d-05032257f2e8

Zipped Notebook

perma_cmip6_pr_variability.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 - 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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?

No response

malmans2 commented 1 day ago

Hi @almarbo,

Could you please doublecheck the notebook you sent? It looks like the attachment is messing. If you open it, you'll see this: image

Also, remember that you should NOT include the logo on top of your notebook. That's automatically added when we build the book.

almarbo commented 1 day ago

I think I solved

malmans2 commented 1 day ago

Permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/d647eb609c40dab106b6fed09b998ef4f13f7faf/Climate_Projections/CMIP6/climate_projections-cmip6_uncertainty-quality-flags_q10.ipynb

Please ensure that the notebook name is correct. If you need to make any modifications (e.g., addressing the reviewer's comments), please share the new version of the notebook here, and I will provide a new permalink. Let me know once the notebook is accepted, and I will merge the PR into the main branch.

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