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Request permalink for satellite-carbon-dioxide question 4 #433

@paolocristofanelli

Description

@paolocristofanelli

Data Type

Satellite ECVs - Atmospheric Composition

Assessment Category

consistency

Dataset Name

satellite-carbon-dioxide

Question Number

4

Workflow ID

eqctier3-e7181d5a-6835-4c6b-a880-3e5534e45e4d

Zipped Notebook

satellite_satellite-carbon-dioxide_completeness_q04_20250824.zip

Environment

name: wp5
channels:
  - conda-forge
dependencies:
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  - python-fastjsonschema=2.21.2=pyhe01879c_0
  - python-json-logger=2.0.7=pyhd8ed1ab_0
  - python-tzdata=2025.2=pyhd8ed1ab_0
  - python_abi=3.11=8_cp311
  - pytz=2025.2=pyhd8ed1ab_0
  - pyyaml=6.0.2=py311h2dc5d0c_2
  - pyzmq=27.0.1=py311hc251a9f_0
  - qhull=2020.2=h434a139_5
  - qt6-main=6.9.1=h6ac528c_2
  - rasterio=1.4.3=py311he01b476_1
  - re2=2025.07.22=h5a314c3_0
  - readline=8.2=h8c095d6_2
  - referencing=0.36.2=pyh29332c3_0
  - regionmask=0.13.0=pyhd8ed1ab_0
  - requests=2.32.4=pyhd8ed1ab_0
  - rfc3339-validator=0.1.4=pyhd8ed1ab_1
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rfc3987-syntax=1.1.0=pyhe01879c_1
  - rich=14.1.0=pyhe01879c_0
  - rioxarray=0.19.0=pyhd8ed1ab_0
  - rpds-py=0.27.0=py311h902ca64_0
  - s2n=1.5.23=h8e187f5_0
  - scikit-learn=1.7.1=py311hc3e1efb_0
  - scipy=1.16.1=py311h33d6a90_0
  - seaborn=0.13.2=hd8ed1ab_3
  - seaborn-base=0.13.2=pyhd8ed1ab_3
  - send2trash=1.8.3=pyh0d859eb_1
  - setuptools=80.9.0=pyhff2d567_0
  - shapely=2.1.1=py311h3dc67b8_0
  - shellingham=1.5.4=pyhd8ed1ab_1
  - simpervisor=1.0.0=pyhd8ed1ab_1
  - six=1.17.0=pyhe01879c_1
  - snappy=1.2.2=h03e3b7b_0
  - sniffio=1.3.1=pyhd8ed1ab_1
  - snowballstemmer=3.0.1=pyhd8ed1ab_0
  - snuggs=1.4.7=pyhd8ed1ab_2
  - sortedcontainers=2.4.0=pyhd8ed1ab_1
  - soupsieve=2.7=pyhd8ed1ab_0
  - sparse=0.17.0=pyhcf101f3_0
  - sphinx=7.4.7=pyhd8ed1ab_0
  - sphinx-book-theme=1.1.4=pyh29332c3_0
  - sphinx-comments=0.0.3=pyhd8ed1ab_1
  - sphinx-copybutton=0.5.2=pyhd8ed1ab_1
  - sphinx-design=0.6.1=pyhd8ed1ab_2
  - sphinx-external-toc=1.0.1=pyhd8ed1ab_1
  - sphinx-jupyterbook-latex=1.0.0=pyhd8ed1ab_1
  - sphinx-multitoc-numbering=0.1.3=pyhd8ed1ab_1
  - sphinx-thebe=0.3.1=pyhd8ed1ab_1
  - sphinx-togglebutton=0.3.2=pyhd8ed1ab_0
  - sphinxcontrib-applehelp=2.0.0=pyhd8ed1ab_1
  - sphinxcontrib-bibtex=2.6.5=pyhd8ed1ab_0
  - sphinxcontrib-devhelp=2.0.0=pyhd8ed1ab_1
  - sphinxcontrib-htmlhelp=2.1.0=pyhd8ed1ab_1
  - sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_1
  - sphinxcontrib-qthelp=2.0.0=pyhd8ed1ab_1
  - sphinxcontrib-serializinghtml=1.1.10=pyhd8ed1ab_1
  - sqlalchemy=2.0.43=py311h49ec1c0_0
  - sqlite=3.50.4=hbc0de68_0
  - stack_data=0.6.3=pyhd8ed1ab_1
  - statsmodels=0.14.5=py311hb0beb2c_0
  - structlog=25.4.0=pyhd8ed1ab_0
  - tabulate=0.9.0=pyhd8ed1ab_2
  - tblib=3.1.0=pyhd8ed1ab_0
  - tenacity=9.1.2=pyhd8ed1ab_0
  - terminado=0.18.1=pyh0d859eb_0
  - threadpoolctl=3.6.0=pyhecae5ae_0
  - tinycss2=1.4.0=pyhd8ed1ab_0
  - tk=8.6.13=noxft_hd72426e_102
  - toml=0.10.2=pyhd8ed1ab_1
  - tomli=2.2.1=pyhe01879c_2
  - toolz=1.0.0=pyhd8ed1ab_1
  - tornado=6.5.2=py311h49ec1c0_0
  - tqdm=4.67.1=pyhd8ed1ab_1
  - traitlets=5.14.3=pyhd8ed1ab_1
  - typer=0.16.0=pyh167b9f4_0
  - typer-slim=0.16.0=pyhe01879c_0
  - typer-slim-standard=0.16.0=hf964461_0
  - types-python-dateutil=2.9.0.20250809=pyhd8ed1ab_0
  - typing-extensions=4.14.1=h4440ef1_0
  - typing-inspection=0.4.1=pyhd8ed1ab_0
  - typing_extensions=4.14.1=pyhe01879c_0
  - typing_utils=0.1.0=pyhd8ed1ab_1
  - tzdata=2025b=h78e105d_0
  - uc-micro-py=1.0.3=pyhd8ed1ab_1
  - udunits2=2.2.28=h40f5838_3
  - unicodedata2=16.0.0=py311h9ecbd09_0
  - uri-template=1.3.0=pyhd8ed1ab_1
  - uriparser=0.9.8=hac33072_0
  - urllib3=2.5.0=pyhd8ed1ab_0
  - wayland=1.24.0=h3e06ad9_0
  - wcwidth=0.2.13=pyhd8ed1ab_1
  - webcolors=24.11.1=pyhd8ed1ab_0
  - webencodings=0.5.1=pyhd8ed1ab_3
  - websocket-client=1.8.0=pyhd8ed1ab_1
  - wheel=0.45.1=pyhd8ed1ab_1
  - wrapt=1.17.3=py311h49ec1c0_0
  - xarray=2025.8.0=pyhd8ed1ab_0
  - xarraymannkendall=1.4.5=pyhd8ed1ab_0
  - xcb-util=0.4.1=h4f16b4b_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
  - xerces-c=3.2.5=h988505b_2
  - xesmf=0.8.10=pyhd8ed1ab_0
  - xhistogram=0.3.2=pyhd8ed1ab_0
  - xkeyboard-config=2.45=hb9d3cd8_0
  - xorg-libice=1.1.2=hb9d3cd8_0
  - xorg-libsm=1.2.6=he73a12e_0
  - xorg-libx11=1.8.12=h4f16b4b_0
  - xorg-libxau=1.0.12=hb9d3cd8_0
  - xorg-libxcomposite=0.4.6=hb9d3cd8_2
  - xorg-libxcursor=1.2.3=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=0.9.12=hb9d3cd8_0
  - xorg-libxtst=1.2.5=hb9d3cd8_3
  - xorg-libxxf86vm=1.1.6=hb9d3cd8_0
  - xskillscore=0.0.27=pyhd8ed1ab_0
  - xyzservices=2025.4.0=pyhd8ed1ab_0
  - yaml=0.2.5=h280c20c_3
  - yarl=1.20.1=py311h2dc5d0c_0
  - zarr=3.1.1=pyhe01879c_0
  - zeromq=4.3.5=h3b0a872_7
  - zict=3.0.0=pyhd8ed1ab_1
  - zipp=3.23.0=pyhd8ed1ab_0
  - zlib=1.3.1=hb9d3cd8_2
  - zstandard=0.23.0=py311h9ecbd09_2
  - zstd=1.5.7=hb8e6e7a_2
  - pip:
      - alembic==1.16.4
      - c3s-eqc-automatic-quality-control==0.1.2.dev116+g1dc578812
      - cacholote==1.7.1
      - cgul==0.0.4
      - choreographer==1.0.9
      - earthkit-meteo==0.4.1
      - eccodes==2.43.0
      - eccodeslib==2.43.0
      - eckitlib==1.31.4
      - ecmwflibs==0.6.3
      - fckitlib==0.14.0
      - kaleido==1.0.0
      - logistro==1.1.0
      - mako==1.3.10
      - orjson==3.11.2
      - pymannkendall==1.4.3
      - simplejson==3.20.1
      - sqlalchemy-utils==0.41.2
prefix: /data/common/miniforge3/envs/wp5

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