cmip6 intra-seasonal pr variability

[almarbo]

Data Type

Climate Projection - CMIP6

Assessment Category

validation

Dataset Name

projections-cmip6

Question Number

11

Workflow ID

eqctier3-0ab9453f-a549-437f-b80d-ef4244e2d089

Zipped Notebook

climate_projections-cmip6_validation_q11.ipynb.zip

Environment

name: DEVELOP_update
channels:
  - conda-forge
  - defaults
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  - pytz=2024.2=pyhd8ed1ab_0
  - pyyaml=6.0.2=py311h9ecbd09_1
  - pyzmq=26.2.0=py311h7deb3e3_3
  - qhull=2020.2=h434a139_5
  - qt6-main=6.8.0=h6e8976b_0
  - re2=2024.07.02=h77b4e00_1
  - readline=8.2=h8228510_1
  - rechunker=0.5.2=pyhd8ed1ab_1
  - referencing=0.35.1=pyhd8ed1ab_0
  - regex=2024.9.11=py311h9ecbd09_0
  - requests=2.32.3=pyhd8ed1ab_0
  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rich=13.9.3=pyhd8ed1ab_0
  - rpds-py=0.20.0=py311h9e33e62_1
  - s2n=1.5.5=h3931f03_0
  - scikit-learn=1.5.2=py311h57cc02b_1
  - scipy=1.14.1=py311he9a78e4_1
  - seaborn=0.13.2=hd8ed1ab_2
  - seaborn-base=0.13.2=pyhd8ed1ab_2
  - send2trash=1.8.3=pyh0d859eb_0
  - setuptools=75.1.0=pyhd8ed1ab_0
  - shapely=2.0.6=py311h2fdb869_2
  - shellingham=1.5.4=pyhd8ed1ab_0
  - simpervisor=1.0.0=pyhd8ed1ab_0
  - six=1.16.0=pyh6c4a22f_0
  - snappy=1.2.1=ha2e4443_0
  - sniffio=1.3.1=pyhd8ed1ab_0
  - snowballstemmer=2.2.0=pyhd8ed1ab_0
  - sortedcontainers=2.4.0=pyhd8ed1ab_0
  - soupsieve=2.5=pyhd8ed1ab_1
  - sparse=0.15.4=pyh267e887_1
  - sphinx=7.4.7=pyhd8ed1ab_0
  - sphinx-autoapi=3.3.3=pyhd8ed1ab_0
  - sphinx-book-theme=1.1.3=pyhd8ed1ab_0
  - sphinx-comments=0.0.3=pyh9f0ad1d_0
  - sphinx-copybutton=0.5.2=pyhd8ed1ab_0
  - sphinx-design=0.6.1=pyhd8ed1ab_1
  - sphinx-external-toc=1.0.1=pyhd8ed1ab_0
  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_0
  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_0
  - sphinx-thebe=0.3.1=pyhd8ed1ab_0
  - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
  - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_0
  - sphinxcontrib-bibtex=2.6.3=pyhd8ed1ab_0
  - sphinxcontrib-devhelp=2.0.0=pyhd8ed1ab_0
  - sphinxcontrib-htmlhelp=2.1.0=pyhd8ed1ab_0
  - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_0
  - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_0
  - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_0
  - sqlalchemy=2.0.36=py311h9ecbd09_0
  - sqlite=3.47.0=h9eae976_1
  - stack_data=0.6.2=pyhd8ed1ab_0
  - statsmodels=0.14.4=py311h9f3472d_0
  - structlog=24.4.0=pyhd8ed1ab_0
  - tabulate=0.9.0=pyhd8ed1ab_1
  - tblib=3.0.0=pyhd8ed1ab_0
  - tenacity=9.0.0=pyhd8ed1ab_0
  - terminado=0.18.1=pyh0d859eb_0
  - threadpoolctl=3.5.0=pyhc1e730c_0
  - tinycss2=1.4.0=pyhd8ed1ab_0
  - tk=8.6.13=noxft_h4845f30_101
  - toml=0.10.2=pyhd8ed1ab_0
  - tomli=2.0.2=pyhd8ed1ab_0
  - toolz=1.0.0=pyhd8ed1ab_0
  - tornado=6.4.1=py311h9ecbd09_1
  - tqdm=4.66.6=pyhd8ed1ab_0
  - traitlets=5.14.3=pyhd8ed1ab_0
  - typer=0.12.5=pyhd8ed1ab_0
  - typer-slim=0.12.5=pyhd8ed1ab_0
  - typer-slim-standard=0.12.5=hd8ed1ab_0
  - types-python-dateutil=2.9.0.20241003=pyhff2d567_0
  - typing-extensions=4.12.2=hd8ed1ab_0
  - typing_extensions=4.12.2=pyha770c72_0
  - typing_utils=0.1.0=pyhd8ed1ab_0
  - tzdata=2024b=hc8b5060_0
  - tzlocal=5.2=py311h38be061_1
  - uc-micro-py=1.0.3=pyhd8ed1ab_0
  - udunits2=2.2.28=h40f5838_3
  - ukkonen=1.0.1=py311hd18a35c_5
  - unicodedata2=15.1.0=py311h9ecbd09_1
  - uri-template=1.3.0=pyhd8ed1ab_0
  - uriparser=0.9.8=hac33072_0
  - urllib3=2.2.3=pyhd8ed1ab_0
  - virtualenv=20.27.1=pyhd8ed1ab_0
  - wayland=1.23.1=h3e06ad9_0
  - wcwidth=0.2.13=pyhd8ed1ab_0
  - webcolors=24.8.0=pyhd8ed1ab_0
  - webencodings=0.5.1=pyhd8ed1ab_2
  - websocket-client=1.8.0=pyhd8ed1ab_0
  - wheel=0.44.0=pyhd8ed1ab_0
  - xarray=2024.10.0=pyhd8ed1ab_0
  - xarraymannkendall=1.4.5=pyhd8ed1ab_0
  - xcb-util=0.4.1=hb711507_2
  - xcb-util-cursor=0.1.5=hb9d3cd8_0
  - xcb-util-image=0.4.0=hb711507_2
  - xcb-util-keysyms=0.4.1=hb711507_0
  - xcb-util-renderutil=0.3.10=hb711507_0
  - xcb-util-wm=0.4.2=hb711507_0
  - xclim=0.53.1=pyhd8ed1ab_0
  - xerces-c=3.2.5=h988505b_2
  - xesmf=0.8.7=pyhd8ed1ab_0
  - xhistogram=0.3.2=pyhd8ed1ab_0
  - xkeyboard-config=2.43=hb9d3cd8_0
  - xorg-libice=1.1.1=hb9d3cd8_1
  - xorg-libsm=1.2.4=he73a12e_1
  - xorg-libx11=1.8.10=h4f16b4b_0
  - xorg-libxau=1.0.11=hb9d3cd8_1
  - xorg-libxcomposite=0.4.6=hb9d3cd8_2
  - xorg-libxcursor=1.2.2=hb9d3cd8_0
  - xorg-libxdamage=1.1.6=hb9d3cd8_0
  - xorg-libxdmcp=1.1.5=hb9d3cd8_0
  - xorg-libxext=1.3.6=hb9d3cd8_0
  - xorg-libxfixes=6.0.1=hb9d3cd8_0
  - xorg-libxi=1.8.2=hb9d3cd8_0
  - xorg-libxrandr=1.5.4=hb9d3cd8_0
  - xorg-libxrender=0.9.11=hb9d3cd8_1
  - xorg-libxtst=1.2.5=hb9d3cd8_3
  - xorg-libxxf86vm=1.1.5=hb9d3cd8_4
  - xorg-xextproto=7.3.0=hb9d3cd8_1004
  - xorg-xorgproto=2024.1=hb9d3cd8_1
  - xskillscore=0.0.26=pyhd8ed1ab_0
  - xyzservices=2024.9.0=pyhd8ed1ab_0
  - xz=5.2.6=h166bdaf_0
  - yamale=5.2.1=pyhca7485f_0
  - yaml=0.2.5=h7f98852_2
  - yarl=1.16.0=py311h9ecbd09_0
  - zarr=2.18.3=pyhd8ed1ab_0
  - zeromq=4.3.5=h3b0a872_6
  - zict=3.0.0=pyhd8ed1ab_0
  - zipp=3.20.2=pyhd8ed1ab_0
  - zlib=1.3.1=hb9d3cd8_2
  - zstandard=0.23.0=py311hbc35293_1
  - zstd=1.5.6=ha6fb4c9_0
  - pip:
      - alembic==1.13.3
      - c3s-eqc-automatic-quality-control==0.1.2.dev113+g12de045
      - cacholote==1.4.0
      - cgul==0.0.4
      - earthkit-geo==0.2.0
      - earthkit-meteo==0.1.1
      - eccodes==2.38.3
      - ecmwflibs==0.6.3
      - kaleido==0.2.1
      - mako==1.3.6
      - skillmetrics==1.2.4
      - sqlalchemy-utils==0.41.2
      - xlsxwriter==3.2.0
prefix: /users_home/cmcc/am35323/.conda/envs/DEVELOP_update

Anything else we need to know?

No response

[nicolamasotti]

Permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/5b40cc21c0be200a5a6ecc718aff3e9220118a2e/Climate_Projections/CMIP6/climate_projections-cmip6_validation_q11.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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