Permalink for ocean colour dataset - second Tier 3

[chiaravol]

Data Type

Satellite ECVs - Ocean

Assessment Category

completeness

Dataset Name

satellite-ocean-colour

Question Number

1

Workflow ID

eqctier3-2c71dfc2-e31d-46c1-9911-272e1da3e7c4

Zipped Notebook

ocean_color_monthly.ipynb.zip

Environment

name: wp5
channels:
  - conda-forge
dependencies:
  - _libgcc_mutex=0.1=conda_forge
  - _openmp_mutex=4.5=2_gnu
  - accessible-pygments=0.0.5=pyhd8ed1ab_0
  - affine=2.4.0=pyhd8ed1ab_0
  - aiohttp=3.9.5=py311h459d7ec_0
  - aiosignal=1.3.1=pyhd8ed1ab_0
  - alabaster=0.7.16=pyhd8ed1ab_0
  - alsa-lib=1.2.12=h4ab18f5_0
  - annotated-types=0.7.0=pyhd8ed1ab_0
  - ansicolors=1.1.8=pyhd8ed1ab_0
  - antlr-python-runtime=4.11.1=pyhd8ed1ab_0
  - anyio=4.6.0=pyhd8ed1ab_1
  - argon2-cffi=23.1.0=pyhd8ed1ab_0
  - argon2-cffi-bindings=21.2.0=py311h9ecbd09_5
  - 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
  - attrs=24.2.0=pyh71513ae_0
  - aws-c-auth=0.7.31=h57bd9a3_0
  - aws-c-cal=0.7.4=hfd43aa1_1
  - aws-c-common=0.9.28=hb9d3cd8_0
  - aws-c-compression=0.2.19=h756ea98_1
  - aws-c-event-stream=0.4.3=h29ce20c_2
  - aws-c-http=0.8.10=h5e77a74_0
  - aws-c-io=0.14.18=h33ff4e5_10
  - aws-c-mqtt=0.10.6=h02abb05_0
  - aws-c-s3=0.6.6=h834ce55_0
  - aws-c-sdkutils=0.1.19=h756ea98_3
  - aws-checksums=0.1.20=h756ea98_0
  - aws-crt-cpp=0.28.3=h469002c_5
  - aws-sdk-cpp=1.11.407=h9f1560d_0
  - azure-core-cpp=1.13.0=h935415a_0
  - azure-identity-cpp=1.8.0=hd126650_2
  - azure-storage-blobs-cpp=12.12.0=hd2e3451_0
  - azure-storage-common-cpp=12.7.0=h10ac4d7_1
  - azure-storage-files-datalake-cpp=12.11.0=h325d260_1
  - babel=2.14.0=pyhd8ed1ab_0
  - beautifulsoup4=4.12.3=pyha770c72_0
  - bleach=6.1.0=pyhd8ed1ab_0
  - blosc=1.21.6=hef167b5_0
  - bokeh=3.5.2=pyhd8ed1ab_0
  - bottleneck=1.4.0=py311h9f3472d_2
  - branca=0.7.2=pyhd8ed1ab_0
  - brotli=1.1.0=hb9d3cd8_2
  - brotli-bin=1.1.0=hb9d3cd8_2
  - brotli-python=1.1.0=py311hfdbb021_2
  - bzip2=1.0.8=h4bc722e_7
  - c-ares=1.33.1=heb4867d_0
  - ca-certificates=2024.8.30=hbcca054_0
  - cached-property=1.5.2=hd8ed1ab_1
  - cached_property=1.5.2=pyha770c72_1
  - cads-api-client=1.4.2=pyhd8ed1ab_0
  - cairo=1.18.0=hebfffa5_3
  - cartopy=0.23.0=py311h7db5c69_2
  - cdsapi=0.7.3=pyhd8ed1ab_0
  - certifi=2024.8.30=pyhd8ed1ab_0
  - cf-units=3.2.0=py311h9f3472d_6
  - cf_xarray=0.9.5=pyhd8ed1ab_1
  - cffi=1.17.1=py311hf29c0ef_0
  - cfgrib=0.9.14.1=pyhd8ed1ab_0
  - cfitsio=4.4.1=hf8ad068_0
  - cftime=1.6.4=py311h9f3472d_1
  - 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=4.0.3=pyhd8ed1ab_0
  - colorama=0.4.6=pyhd8ed1ab_0
  - colorspacious=1.1.2=pyh24bf2e0_0
  - comm=0.2.2=pyhd8ed1ab_0
  - contourpy=1.3.0=py311hd18a35c_2
  - cycler=0.12.1=pyhd8ed1ab_0
  - cytoolz=0.12.3=py311h459d7ec_0
  - dask=2024.9.0=pyhd8ed1ab_0
  - dask-core=2024.9.0=pyhd8ed1ab_0
  - dask-expr=1.1.14=pyhd8ed1ab_0
  - dbus=1.13.6=h5008d03_3
  - debugpy=1.8.6=py311hfdbb021_0
  - decorator=5.1.1=pyhd8ed1ab_0
  - defusedxml=0.7.1=pyhd8ed1ab_0
  - distributed=2024.9.0=pyhd8ed1ab_0
  - docutils=0.20.1=py311h38be061_3
  - double-conversion=3.3.0=h59595ed_0
  - earthkit-data=0.10.4=pyhd8ed1ab_0
  - entrypoints=0.4=pyhd8ed1ab_0
  - esmf=8.6.1=nompi_h4441c20_3
  - esmpy=8.6.1=pyhc1e730c_0
  - exceptiongroup=1.2.2=pyhd8ed1ab_0
  - executing=2.1.0=pyhd8ed1ab_0
  - expat=2.6.3=h5888daf_0
  - fasteners=0.17.3=pyhd8ed1ab_0
  - filelock=3.16.1=pyhd8ed1ab_0
  - findlibs=0.0.5=pyhd8ed1ab_0
  - flox=0.9.12=pyhd8ed1ab_0
  - fmt=11.0.2=h434a139_0
  - folium=0.17.0=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_2
  - fontconfig=2.14.2=h14ed4e7_0
  - fonts-conda-ecosystem=1=0
  - fonts-conda-forge=1=0
  - fonttools=4.54.1=py311h9ecbd09_0
  - fqdn=1.5.1=pyhd8ed1ab_0
  - freeglut=3.2.2=ha6d2627_3
  - freetype=2.12.1=h267a509_2
  - freexl=2.0.0=h743c826_0
  - frozenlist=1.4.1=py311h9ecbd09_1
  - fsspec=2024.9.0=pyhff2d567_0
  - gdal=3.9.2=py311h5159542_4
  - geopandas=1.0.1=pyhd8ed1ab_1
  - geopandas-base=1.0.1=pyha770c72_1
  - geos=3.12.2=he02047a_1
  - geotiff=1.7.3=h77b800c_3
  - gflags=2.2.2=h5888daf_1005
  - giflib=5.2.2=hd590300_0
  - glog=0.7.1=hbabe93e_0
  - graphite2=1.3.13=h59595ed_1003
  - greenlet=3.1.1=py311hfdbb021_0
  - h11=0.14.0=pyhd8ed1ab_0
  - h2=4.1.0=pyhd8ed1ab_0
  - harfbuzz=9.0.0=hda332d3_1
  - hdf4=4.2.15=h2a13503_7
  - hdf5=1.14.3=nompi_hdf9ad27_105
  - hpack=4.0.0=pyh9f0ad1d_0
  - httpcore=1.0.5=pyhd8ed1ab_0
  - httpx=0.27.2=pyhd8ed1ab_0
  - hyperframe=6.0.1=pyhd8ed1ab_0
  - icu=75.1=he02047a_0
  - idna=3.10=pyhd8ed1ab_0
  - imagesize=1.4.1=pyhd8ed1ab_0
  - importlib-metadata=8.5.0=pyha770c72_0
  - importlib_metadata=8.5.0=hd8ed1ab_0
  - importlib_resources=6.4.5=pyhd8ed1ab_0
  - ipykernel=6.29.5=pyh3099207_0
  - ipython=8.27.0=pyh707e725_0
  - isoduration=20.11.0=pyhd8ed1ab_0
  - jasper=4.2.4=h536e39c_0
  - jedi=0.19.1=pyhd8ed1ab_0
  - jinja2=3.1.4=pyhd8ed1ab_0
  - joblib=1.4.2=pyhd8ed1ab_0
  - json-c=0.18=h6688a6e_0
  - json5=0.9.25=pyhd8ed1ab_0
  - jsonpointer=3.0.0=py311h38be061_1
  - jsonschema=4.23.0=pyhd8ed1ab_0
  - jsonschema-specifications=2023.12.1=pyhd8ed1ab_0
  - jsonschema-with-format-nongpl=4.23.0=hd8ed1ab_0
  - jupyter-book=1.0.2=pyhd8ed1ab_0
  - jupyter-cache=1.0.0=pyhd8ed1ab_0
  - jupyter-lsp=2.2.5=pyhd8ed1ab_0
  - jupyter-server-proxy=4.4.0=pyhd8ed1ab_0
  - jupyter_client=8.6.3=pyhd8ed1ab_0
  - jupyter_core=5.7.2=pyh31011fe_1
  - jupyter_events=0.10.0=pyhd8ed1ab_0
  - jupyter_server=2.14.2=pyhd8ed1ab_0
  - jupyter_server_terminals=0.5.3=pyhd8ed1ab_0
  - jupyterlab=4.2.5=pyhd8ed1ab_0
  - jupyterlab-myst=2.4.2=pyhd8ed1ab_0
  - jupyterlab_pygments=0.3.0=pyhd8ed1ab_1
  - jupyterlab_server=2.27.3=pyhd8ed1ab_0
  - kealib=1.5.3=hf8d3e68_2
  - keyutils=1.6.1=h166bdaf_0
  - kiwisolver=1.4.7=py311hd18a35c_0
  - krb5=1.21.3=h659f571_0
  - latexcodec=2.0.1=pyh9f0ad1d_0
  - lcms2=2.16=hb7c19ff_0
  - ld_impl_linux-64=2.43=h712a8e2_1
  - lerc=4.0.0=h27087fc_0
  - libabseil=20240116.2=cxx17_he02047a_1
  - libaec=1.1.3=h59595ed_0
  - libarchive=3.7.4=hfca40fe_0
  - libarrow=17.0.0=had3b6fe_16_cpu
  - libarrow-acero=17.0.0=h5888daf_16_cpu
  - libarrow-dataset=17.0.0=h5888daf_16_cpu
  - libarrow-substrait=17.0.0=hf54134d_16_cpu
  - libblas=3.9.0=24_linux64_openblas
  - libbrotlicommon=1.1.0=hb9d3cd8_2
  - libbrotlidec=1.1.0=hb9d3cd8_2
  - libbrotlienc=1.1.0=hb9d3cd8_2
  - libcblas=3.9.0=24_linux64_openblas
  - libclang-cpp19.1=19.1.0=default_hb5137d0_0
  - libclang13=19.1.0=default_h9c6a7e4_0
  - libcrc32c=1.1.2=h9c3ff4c_0
  - libcups=2.3.3=h4637d8d_4
  - libcurl=8.10.1=hbbe4b11_0
  - libdeflate=1.21=h4bc722e_0
  - libdrm=2.4.123=hb9d3cd8_0
  - libedit=3.1.20191231=he28a2e2_2
  - libegl=1.7.0=ha4b6fd6_0
  - libev=4.33=hd590300_2
  - libevent=2.1.12=hf998b51_1
  - libexpat=2.6.3=h5888daf_0
  - libffi=3.4.2=h7f98852_5
  - libgcc=14.1.0=h77fa898_1
  - libgcc-ng=14.1.0=h69a702a_1
  - libgdal=3.9.2=ha770c72_4
  - libgdal-core=3.9.2=hb0d795b_4
  - libgdal-fits=3.9.2=h2db6552_4
  - libgdal-grib=3.9.2=hc3b29a1_4
  - libgdal-hdf4=3.9.2=hd5ecb85_4
  - libgdal-hdf5=3.9.2=h6283f77_4
  - libgdal-jp2openjpeg=3.9.2=h1b2c38e_4
  - libgdal-kea=3.9.2=h1df15e4_4
  - libgdal-netcdf=3.9.2=hf2d2f32_4
  - libgdal-pdf=3.9.2=h600f43f_4
  - libgdal-pg=3.9.2=h151b34b_4
  - libgdal-postgisraster=3.9.2=h151b34b_4
  - libgdal-tiledb=3.9.2=h4a3bace_4
  - libgdal-xls=3.9.2=h03c987c_4
  - libgfortran=14.1.0=h69a702a_1
  - libgfortran-ng=14.1.0=h69a702a_1
  - libgfortran5=14.1.0=hc5f4f2c_1
  - libgl=1.7.0=ha4b6fd6_0
  - libglib=2.80.5=h2ff4ddf_0
  - libglu=9.0.0=ha6d2627_1004
  - libglvnd=1.7.0=ha4b6fd6_0
  - libglx=1.7.0=ha4b6fd6_0
  - libgomp=14.1.0=h77fa898_1
  - libgoogle-cloud=2.29.0=h435de7b_0
  - libgoogle-cloud-storage=2.29.0=h0121fbd_0
  - libgrpc=1.62.2=h15f2491_0
  - libiconv=1.17=hd590300_2
  - libjpeg-turbo=3.0.0=hd590300_1
  - libkml=1.3.0=hf539b9f_1021
  - liblapack=3.9.0=24_linux64_openblas
  - libllvm14=14.0.6=hcd5def8_4
  - libllvm19=19.1.0=ha7bfdaf_0
  - libnetcdf=4.9.2=nompi_h135f659_114
  - libnghttp2=1.58.0=h47da74e_1
  - libnsl=2.0.1=hd590300_0
  - libopenblas=0.3.27=pthreads_hac2b453_1
  - libopengl=1.7.0=ha4b6fd6_0
  - libparquet=17.0.0=h39682fd_16_cpu
  - libpciaccess=0.18=hd590300_0
  - libpng=1.6.44=hadc24fc_0
  - libpq=16.4=h2d7952a_1
  - libprotobuf=4.25.3=hd5b35b9_1
  - libre2-11=2023.09.01=h5a48ba9_2
  - librttopo=1.1.0=hc670b87_16
  - libsodium=1.0.20=h4ab18f5_0
  - libspatialite=5.1.0=hfd1504b_10
  - libsqlite=3.46.1=hadc24fc_0
  - libssh2=1.11.0=h0841786_0
  - libstdcxx=14.1.0=hc0a3c3a_1
  - libstdcxx-ng=14.1.0=h4852527_1
  - libthrift=0.20.0=h0e7cc3e_1
  - libtiff=4.7.0=h6565414_0
  - libudunits2=2.2.28=h40f5838_3
  - libutf8proc=2.8.0=h166bdaf_0
  - libuuid=2.38.1=h0b41bf4_0
  - libwebp-base=1.4.0=hd590300_0
  - libxcb=1.17.0=h8a09558_0
  - libxcrypt=4.4.36=hd590300_1
  - libxkbcommon=1.7.0=h2c5496b_1
  - libxml2=2.12.7=he7c6b58_4
  - libxslt=1.1.39=h76b75d6_0
  - libzip=1.11.1=hf83b1b0_0
  - libzlib=1.3.1=h4ab18f5_1
  - linkify-it-py=2.0.3=pyhd8ed1ab_0
  - llvmlite=0.43.0=py311h9c9ff8c_1
  - locket=1.0.0=pyhd8ed1ab_0
  - lru-dict=1.3.0=py311h9ecbd09_1
  - lz4=4.3.3=py311h2cbdf9a_1
  - lz4-c=1.9.4=hcb278e6_0
  - lzo=2.10=hd590300_1001
  - mapclassify=2.8.1=pyhd8ed1ab_0
  - markdown=3.6=pyhd8ed1ab_0
  - markdown-it-py=3.0.0=pyhd8ed1ab_0
  - markupsafe=2.1.5=py311h9ecbd09_1
  - matplotlib=3.9.2=py311h38be061_1
  - matplotlib-base=3.9.2=py311h2b939e6_1
  - matplotlib-inline=0.1.7=pyhd8ed1ab_0
  - mdit-py-plugins=0.4.2=pyhd8ed1ab_0
  - mdurl=0.1.2=pyhd8ed1ab_0
  - minizip=4.0.7=h401b404_0
  - mistune=3.0.2=pyhd8ed1ab_0
  - msgpack-python=1.1.0=py311hd18a35c_0
  - multidict=6.1.0=py311h9ecbd09_0
  - multiurl=0.3.1=pyhd8ed1ab_0
  - munkres=1.1.4=pyh9f0ad1d_0
  - mysql-common=9.0.1=h266115a_1
  - mysql-libs=9.0.1=he0572af_1
  - myst-nb=1.1.2=pyhd8ed1ab_0
  - myst-parser=2.0.0=pyhd8ed1ab_0
  - nbclient=0.10.0=pyhd8ed1ab_0
  - nbconvert=7.16.4=hd8ed1ab_1
  - nbconvert-core=7.16.4=pyhd8ed1ab_1
  - nbconvert-pandoc=7.16.4=hd8ed1ab_1
  - nbformat=5.10.4=pyhd8ed1ab_0
  - nc-time-axis=1.4.1=pyhd8ed1ab_0
  - ncurses=6.5=he02047a_1
  - nest-asyncio=1.6.0=pyhd8ed1ab_0
  - netcdf-fortran=4.6.1=nompi_h22f9119_106
  - netcdf4=1.7.1=nompi_py311hae66bec_102
  - networkx=3.3=pyhd8ed1ab_1
  - notebook-shim=0.2.4=pyhd8ed1ab_0
  - nspr=4.35=h27087fc_0
  - nss=3.104=hd34e28f_0
  - numba=0.60.0=py311h4bc866e_0
  - numcodecs=0.13.0=py311h044e617_0
  - numpy=2.0.2=py311h71ddf71_0
  - numpy_groupies=0.11.2=pyhd8ed1ab_0
  - openjpeg=2.5.2=h488ebb8_0
  - openssl=3.3.2=hb9d3cd8_0
  - orc=2.0.2=h669347b_0
  - overrides=7.7.0=pyhd8ed1ab_0
  - packaging=24.1=pyhd8ed1ab_0
  - pandas=2.2.3=py311h7db5c69_1
  - pandoc=3.4=ha770c72_0
  - pandocfilters=1.5.0=pyhd8ed1ab_0
  - papermill=2.6.0=pyhd8ed1ab_0
  - parso=0.8.4=pyhd8ed1ab_0
  - partd=1.4.2=pyhd8ed1ab_0
  - patsy=0.5.6=pyhd8ed1ab_0
  - pcre2=10.44=hba22ea6_2
  - pdbufr=0.11.0=pyhd8ed1ab_0
  - pexpect=4.9.0=pyhd8ed1ab_0
  - pickleshare=0.7.5=py_1003
  - pillow=10.4.0=py311h4aec55e_1
  - pip=24.2=pyh8b19718_1
  - pixman=0.43.2=h59595ed_0
  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1
  - platformdirs=4.3.6=pyhd8ed1ab_0
  - plotly=5.24.1=pyhd8ed1ab_0
  - pooch=1.8.2=pyhd8ed1ab_0
  - poppler=24.08.0=h47131b8_1
  - poppler-data=0.4.12=hd8ed1ab_0
  - postgresql=16.4=hb2eb5c0_1
  - proj=9.5.0=h12925eb_0
  - prometheus_client=0.21.0=pyhd8ed1ab_0
  - prompt-toolkit=3.0.48=pyha770c72_0
  - properscoring=0.1=py_0
  - psutil=6.0.0=py311h9ecbd09_1
  - pthread-stubs=0.4=hb9d3cd8_1002
  - ptyprocess=0.7.0=pyhd3deb0d_0
  - pure_eval=0.2.3=pyhd8ed1ab_0
  - pwlf=2.2.1=py311h38be061_4
  - pyarrow=17.0.0=py311hbd00459_1
  - pyarrow-core=17.0.0=py311h4510849_1_cpu
  - pyarrow-hotfix=0.6=pyhd8ed1ab_0
  - pybtex=0.24.0=pyhd8ed1ab_2
  - pybtex-docutils=1.0.3=py311h38be061_2
  - pycparser=2.22=pyhd8ed1ab_0
  - pydantic=2.9.2=pyhd8ed1ab_0
  - pydantic-core=2.23.4=py311h9e33e62_0
  - pydantic-settings=2.5.2=pyhd8ed1ab_0
  - pydata-sphinx-theme=0.15.4=pyhd8ed1ab_0
  - pydoe=0.3.8=py_1
  - pygments=2.18.0=pyhd8ed1ab_0
  - pyogrio=0.9.0=py311h35c0331_2
  - pyparsing=3.1.4=pyhd8ed1ab_0
  - pyproj=3.6.1=py311h0f98d5a_10
  - pyshp=2.3.1=pyhd8ed1ab_0
  - pyside6=6.7.2=py311h9053184_4
  - pysocks=1.7.1=pyha2e5f31_6
  - python=3.11.10=hc5c86c4_1_cpython
  - python-dateutil=2.9.0=pyhd8ed1ab_0
  - python-dotenv=1.0.1=pyhd8ed1ab_0
  - python-fastjsonschema=2.20.0=pyhd8ed1ab_0
  - python-json-logger=2.0.7=pyhd8ed1ab_0
  - python-tzdata=2024.2=pyhd8ed1ab_0
  - python_abi=3.11=5_cp311
  - pytz=2024.1=pyhd8ed1ab_0
  - pyyaml=6.0.2=py311h9ecbd09_1
  - pyzmq=26.2.0=py311h7deb3e3_2
  - qhull=2020.2=h434a139_5
  - qt6-main=6.7.2=hadfd74e_5
  - rasterio=1.3.11=py311hce1b398_2
  - re2=2023.09.01=h7f4b329_2
  - readline=8.2=h8228510_1
  - referencing=0.35.1=pyhd8ed1ab_0
  - regionmask=0.12.1=pyhd8ed1ab_0
  - requests=2.32.3=pyhd8ed1ab_0
  - rfc3339-validator=0.1.4=pyhd8ed1ab_0
  - rfc3986-validator=0.1.1=pyh9f0ad1d_0
  - rich=13.8.1=pyhd8ed1ab_0
  - rioxarray=0.17.0=pyhd8ed1ab_0
  - rpds-py=0.20.0=py311h9e33e62_1
  - s2n=1.5.3=h7b32b05_0
  - scikit-learn=1.5.2=py311h57cc02b_1
  - scipy=1.14.1=py311he1f765f_0
  - 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=py311h9036bbf_1
  - 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
  - snuggs=1.4.7=pyhd8ed1ab_1
  - sortedcontainers=2.4.0=pyhd8ed1ab_0
  - soupsieve=2.5=pyhd8ed1ab_1
  - sparse=0.15.4=pyhd8ed1ab_0
  - spdlog=1.14.1=hed91bc2_1
  - sphinx=7.4.7=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=2.0.35=py311h9ecbd09_0
  - sqlite=3.46.1=h9eae976_0
  - stack_data=0.6.2=pyhd8ed1ab_0
  - statsmodels=0.14.3=py311h9f3472d_1
  - 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
  - tiledb=2.26.1=h4c922dd_1
  - tinycss2=1.3.0=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=6.4.1=py311h9ecbd09_1
  - tqdm=4.66.5=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=2.9.0.20240906=pyhd8ed1ab_0
  - typing-extensions=4.12.2=hd8ed1ab_0
  - typing_extensions=4.12.2=pyha770c72_0
  - typing_utils=0.1.0=pyhd8ed1ab_0
  - tzcode=2024b=hb9d3cd8_0
  - tzdata=2024a=h8827d51_1
  - uc-micro-py=1.0.3=pyhd8ed1ab_0
  - udunits2=2.2.28=h40f5838_3
  - uri-template=1.3.0=pyhd8ed1ab_0
  - uriparser=0.9.8=hac33072_0
  - urllib3=2.2.3=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=2024.9.0=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
  - xerces-c=3.2.5=h666cd97_1
  - xesmf=0.8.7=pyhd8ed1ab_0
  - xhistogram=0.3.2=pyhd8ed1ab_0
  - xkeyboard-config=2.42=h4ab18f5_0
  - xorg-fixesproto=5.0=hb9d3cd8_1003
  - xorg-inputproto=2.3.2=hb9d3cd8_1003
  - xorg-kbproto=1.0.7=hb9d3cd8_1003
  - xorg-libice=1.1.1=hd590300_0
  - xorg-libsm=1.2.4=h7391055_0
  - xorg-libx11=1.8.9=hb711507_1
  - xorg-libxau=1.0.11=hb9d3cd8_1
  - xorg-libxdmcp=1.1.3=hb9d3cd8_1
  - xorg-libxext=1.3.4=h0b41bf4_2
  - xorg-libxfixes=5.0.3=h7f98852_1004
  - xorg-libxi=1.7.10=h4bc722e_1
  - xorg-libxrender=0.9.11=hd590300_0
  - xorg-libxtst=1.2.5=h4bc722e_0
  - xorg-libxxf86vm=1.1.5=hb9d3cd8_2
  - xorg-recordproto=1.14.2=hb9d3cd8_1003
  - xorg-renderproto=0.11.1=hb9d3cd8_1003
  - xorg-xextproto=7.3.0=hb9d3cd8_1004
  - xorg-xproto=7.0.31=hb9d3cd8_1008
  - xskillscore=0.0.26=pyhd8ed1ab_0
  - xyzservices=2024.9.0=pyhd8ed1ab_0
  - xz=5.2.6=h166bdaf_0
  - yaml=0.2.5=h7f98852_2
  - yarl=1.12.1=py311h9ecbd09_0
  - zarr=2.18.3=pyhd8ed1ab_0
  - zeromq=4.3.5=ha4adb4c_5
  - zict=3.0.0=pyhd8ed1ab_0
  - zipp=3.20.2=pyhd8ed1ab_0
  - zlib=1.3.1=h4ab18f5_1
  - 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==2.38.0
      - ecmwflibs==0.6.3
      - kaleido==0.2.1
      - mako==1.3.5
      - pymannkendall==1.4.3
      - sqlalchemy-utils==0.41.2
prefix: /data/common/miniforge3/envs/wp5

Anything else we need to know?

Hi,

Could you please send me the permalink for this new NB?

Cheers,
Chiara

[malmans2]

As usual, you must provide the Dataset ID, which is: satellite-ocean-colour
I am going to edit your comment above.

[malmans2]

I had to add the admonition box in the Quality assessment statement section. Make sure to include that next time you submit a notebook.

Permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/d9fd142c67d71369c66f26e0a0196aaf4b36f4d8/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.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.

PREVIEW

[chiaravol]

Hi Mattia,

where can I find the code to include the admonition box?

Cheers,
Chiara

[malmans2]

Download the template, and look at the markdown cell Quality assessment statement: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/main/templates/template.ipynb

```{admonition} These are the key outcomes of this assessment
:class: note
* Finding 1
* Finding 2
* Finding 3
* etc```

[chiaravol]

Thanks Mattia.

Is it normal that I have the ⓘ symbol instead of the bell as in the previous NB?

[malmans2]

Yes, ⓘ is correct. :class: note was missing in the previous version.

[chiaravol]

Ok.
Could you please provide me with a new permalink? I've made a few changes to the text and the table summarising the trends, as requested by the QAR Reviewer.

ocean_color_monthly.ipynb.zip

[chiaravol]

Sorry, I forgot to specify the unit of trends in the table.
This is the right NB:
ocean_color_monthly.ipynb.zip

[malmans2]

Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/719b820d4faed204b64d96eeb9c95b5a98692471/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Thanks Mattia.

Is it normal that the preview and the permalink do not display the Table in the same way? It looks like the Table is displayed correctly in the Preview, but not in the permalink.

[malmans2]

Yes, the preview is what matters.
The permalink is simply the URL of the actual file. You can disregard how GitHub renders the permalink.

[chiaravol]

I see. Thanks

[chiaravol]

Hi Mattia. I have to rerun the NB by reducing the period analysed. Should we cache the data again, right?

[malmans2]

yes, the functions using transform_chunks=False need to be cached again as the result depend on the entire timeseries. Please send me the notebook, or the parameters that define the period and I will cache it.

[chiaravol]

ocean_color_monthly.ipynb.zip

Thank you

[malmans2]

Done!

[chiaravol]

Thanks Mattia.

[chiaravol]

Hi Mattia, I need a new permalink for this one:

ocean_color_monthly.ipynb.zip

Cheers

[chiaravol]

I forgot to correct a couple of typos. Here the right one:

ocean_color_monthly.ipynb.zip

Cheers

[malmans2]

Here it is: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/019ed6c06e6ffa4ed69d10ed8cda5568e58a78e3/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

It looks like the server didn't save the NB correctly after fixing the typos.

Could you please provide me with a new permalink? Sorry about that

ocean_color_monthly.ipynb.zip

Thank you!

[malmans2]

Here it is: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/1dbc7247c8d91ee2719389c6a5fae8fec01db119/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Hi Mattia,

I made a few changes in the text and I need a new permalink.

Thank you

ocean_color_monthly.ipynb.zip

[malmans2]

Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/2c7cce9b1d52e3e82a94a8e634de20dc2777ea03/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Hi Mattia,

Could you please provide a new permalink for this?

ocean_color_monthly.ipynb.zip

Cheers,
Chiara

[malmans2]

Here is the permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/624a042eaee20eae56cda51543de7b036bb00940/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Hi Mattia, since Joao asked me for the "permalink ending in .html", could you please confirm whether the "Preview" link is the one for the Final Jupyter Book? If it is a different one, could you please provide it?

Cheers,
Chiara

[malmans2]

This is the preview URL:
https://ecmwf-projects.github.io/c3s2-eqc-quality-assessment/pr-preview/pr-282/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.html

This will be the URL of the notebook once it is approved and ECMWF merges the PR (I just removed /pr-preview/pr-282 from the preview URL):
https://ecmwf-projects.github.io/c3s2-eqc-quality-assessment/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.html

[chiaravol]

Hi Mattia,
the URL of the notebook opens a "Page not found". Is it normal?

[malmans2]

Yes.

The first one should work.
The second one does not exist yet. It will be created when ECMWF approves and merges the PR.

My guess is that Joao needs the first one, but I'm not 100% sure. We only have permalinks (.ipynb) and previews (.html). There's no "permalink ending in .html" as there's no version control on the html files.

[chiaravol]

Hi Mattia.

I need a new permalink for this one:

ocean_color_monthly.ipynb.zip

Thanks,
Chiara

[malmans2]

Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/e6e24f226c6ea6558a6d70e41a968e8b2296e707/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Hi Mattia,

I need a new permalink for this NB:

ocean_color_monthly.ipynb.zip

Thanks,
Chiara

[malmans2]

Hi @chiaravol,

We now have a strict checker for URLs. I'm not going to bore you with technical details, but I had to change all urls pointing to a journal with their equivalent DOI. For example, this https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2018JC014329 becomes https://doi.org/10.1029/2018JC014329. From now on, please use DOIs as much as possible. As usual, if you need to revise this NB, please start from the latest permalink.

Here is the permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/e828c4e31fbb0a5d5c58847e6caef92d540386fd/Satellite_ECVs/Ocean/satellite_satellite-ocean-colour_completeness_q01.ipynb

PREVIEW

[chiaravol]

Ok, thanks. I will do it in my next NB.

Cheers,
Chiara