Data Type

Satellite ECVs - Land Biosphere

Assessment Category

completeness

Dataset Name

satellite-land-cover

Question Number

3

Workflow ID

eqctier3-94c41db0-fbef-4a82-a8ad-660799775c09

Zipped Notebook

C3S2_D520.5.3.14b_Quality_Assessment_User_Questions_LULC_UQ3_V0.0.zip

Environment

name: bopen
channels:

• conda-forge
• defaults
  dependencies:
• _libgcc_mutex=0.1=conda_forge
• _openmp_mutex=4.5=2_gnu
• accessible-pygments=0.0.4=pyhd8ed1ab_0
• affine=2.4.0=pyhd8ed1ab_0
• aiohttp=3.8.5=py310h2372a71_0
• aiosignal=1.3.1=pyhd8ed1ab_0
• alabaster=0.7.13=pyhd8ed1ab_0
• alsa-lib=1.2.8=h166bdaf_0
• ansiwrap=0.8.4=py_0
• antlr-python-runtime=4.7.2=py310hff52083_1003
• anyio=3.7.1=pyhd8ed1ab_0
• argon2-cffi-bindings=21.2.0=py310h5764c6d_3
• arrow-cpp=10.0.1=ha770c72_22_cpu
• asciitree=0.3.3=py_2
• astroid=2.15.6=py310hff52083_0
• asttokens=2.0.5=pyhd3eb1b0_0
• async-lru=2.0.4=pyhd8ed1ab_0
• async-timeout=4.0.3=pyhd8ed1ab_0
• attr=2.5.1=h166bdaf_1
• attrs=23.1.0=pyh71513ae_1
• aws-c-auth=0.6.26=h2c7c9e7_6
• aws-c-cal=0.5.26=h71eb795_0
• aws-c-common=0.8.17=hd590300_0
• aws-c-compression=0.2.16=h4f47f36_6
• aws-c-event-stream=0.2.20=h69ce273_6
• aws-c-http=0.7.7=h7b8353a_3
• aws-c-io=0.13.21=hcccde9c_3
• aws-c-mqtt=0.8.6=h3a1964a_15
• aws-c-s3=0.2.8=h0933b68_4
• aws-c-sdkutils=0.1.9=h4f47f36_1
• aws-checksums=0.1.14=h4f47f36_6
• aws-crt-cpp=0.19.9=h85076f6_5
• aws-sdk-cpp=1.10.57=hf40e4db_10
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• backports=1.1=pyhd3eb1b0_0
• backports.functools_lru_cache=1.6.4=pyhd3eb1b0_0
• beautifulsoup4=4.12.2=pyha770c72_0
• black=23.7.0=py310hff52083_1
• blas=1.0=openblas
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• bottleneck=1.3.5=py310ha9d4c09_0
• brotli=1.0.9=h5eee18b_7
• brotli-bin=1.0.9=h5eee18b_7
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• bzip2=1.0.8=h7b6447c_0
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• ca-certificates=2023.7.22=hbcca054_0
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• cfitsio=4.2.0=hd9d235c_0
• cftime=1.6.2=py310ha9d4c09_0
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• click=8.0.4=py310h06a4308_0
• click-plugins=1.1.1=pyhd3eb1b0_0
• cligj=0.7.2=pyhd3eb1b0_0
• cloudpickle=2.2.1=py310h06a4308_0
• colorama=0.4.6=py310h06a4308_0
• comm=0.1.4=pyhd8ed1ab_0
• conda-merge=0.2.0=pyhd8ed1ab_0
• contourpy=1.0.5=py310hdb19cb5_0
• coverage=7.3.0=py310h2372a71_0
• cryptography=41.0.2=py310h22a60cf_0
• curl=8.1.1=hdbd6064_2
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• cytoolz=0.12.0=py310h5eee18b_0
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• decorator=5.1.1=pyhd3eb1b0_0
• defusedxml=0.7.1=pyhd8ed1ab_0
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• distributed=2023.6.0=py310h06a4308_0
• docutils=0.19=py310hff52083_1
• eccodes=2.30.0=h95353b9_0
• entrypoints=0.4=pyhd8ed1ab_0
• esmf=8.4.2=nompi_h20110ff_0
• esmpy=8.4.2=pyhc1e730c_0
• exceptiongroup=1.1.3=pyhd8ed1ab_0
• executing=0.8.3=pyhd3eb1b0_0
• expat=2.5.0=hcb278e6_1
• fasteners=0.17.3=pyhd8ed1ab_0
• fftw=3.3.10=nompi_hc118613_108
• filelock=3.12.2=pyhd8ed1ab_0
• findlibs=0.0.5=pyhd8ed1ab_0
• fiona=1.9.1=py310h1128e8f_0
• flit-core=3.9.0=pyhd8ed1ab_0
• flox=0.7.2=pyhd8ed1ab_0
• font-ttf-dejavu-sans-mono=2.37=hd3eb1b0_0
• font-ttf-inconsolata=2.001=hcb22688_0
• font-ttf-source-code-pro=2.030=hd3eb1b0_0
• font-ttf-ubuntu=0.83=h8b1ccd4_0
• fontconfig=2.14.2=h14ed4e7_0
• fonts-anaconda=1=h8fa9717_0
• fonts-conda-ecosystem=1=hd3eb1b0_0
• fonttools=4.25.0=pyhd3eb1b0_0
• freeglut=3.2.2=h9c3ff4c_1
• freetype=2.12.1=h4a9f257_0
• freexl=1.0.6=h27cfd23_0
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• frozenlist=1.4.0=py310h2372a71_0
• fsspec=2023.6.0=pyh1a96a4e_0
• gdal=3.6.4=py310hf0ca374_0
• geopandas-base=0.9.0=py_1
• geos=3.11.2=hcb278e6_0
• geotiff=1.7.1=h480ec47_8
• gettext=0.21.1=h27087fc_0
• gflags=2.2.2=he6710b0_0
• giflib=5.2.1=h5eee18b_3
• glib=2.78.1=hfc55251_0
• glib-tools=2.78.1=hfc55251_0
• glog=0.6.0=h6f12383_0
• gmp=6.2.1=h58526e2_0
• graphite2=1.3.14=h295c915_1
• greenlet=2.0.1=py310h6a678d5_0
• gst-plugins-base=1.22.0=h4243ec0_2
• gstreamer=1.22.0=h25f0c4b_2
• h5netcdf=1.3.0=pyhd8ed1ab_0
• h5py=3.9.0=nompi_py310h367e799_100
• harfbuzz=6.0.0=h3ff4399_1
• hdf4=4.2.15=h501b40f_6
• hdf5=1.14.0=nompi_hb72d44e_103
• heapdict=1.0.1=pyhd3eb1b0_0
• icu=72.1=hcb278e6_0
• identify=2.5.26=pyhd8ed1ab_0
• idna=3.4=py310h06a4308_0
• imagesize=1.4.1=pyhd8ed1ab_0
• importlib-metadata=6.0.0=py310h06a4308_0
• importlib_metadata=6.0.0=hd3eb1b0_0
• importlib_resources=6.0.1=pyhd8ed1ab_0
• iniconfig=2.0.0=pyhd8ed1ab_0
• ipykernel=6.25.0=py310h2f386ee_0
• ipython=8.12.2=py310h06a4308_0
• jasper=4.0.0=h32699f2_1
• jedi=0.18.1=py310h06a4308_1
• jinja2=3.1.2=py310h06a4308_0
• joblib=1.3.2=pyhd8ed1ab_0
• json-c=0.16=h5eee18b_0
• json5=0.9.14=pyhd8ed1ab_0
• jupyter-lsp=2.2.0=pyhd8ed1ab_0
• jupyter_client=8.1.0=py310h06a4308_0
• jupyter_core=5.3.0=py310h06a4308_0
• jupyter_events=0.6.3=pyhd8ed1ab_0
• jupyter_server=2.7.1=pyhd8ed1ab_0
• jupyter_server_terminals=0.4.4=pyhd8ed1ab_1
• jupyterlab=4.0.5=pyhd8ed1ab_0
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• jupyterlab_server=2.24.0=pyhd8ed1ab_0
• kealib=1.5.0=he7a6254_1
• kiwisolver=1.4.4=py310h6a678d5_0
• krb5=1.20.1=h143b758_1
• lame=3.100=h7b6447c_0
• lazy-object-proxy=1.9.0=py310h1fa729e_0
• lcms2=2.15=haa2dc70_1
• ld_impl_linux-64=2.38=h1181459_1
• lerc=4.0.0=h27087fc_0
• libabseil=20230125.0=cxx17_hcb278e6_1
• libaec=1.0.6=hcb278e6_1
• libarrow=10.0.1=h2112b9f_22_cpu
• libblas=3.9.0=16_linux64_openblas
• libbrotlicommon=1.0.9=h5eee18b_7
• libbrotlidec=1.0.9=h5eee18b_7
• libbrotlienc=1.0.9=h5eee18b_7
• libcap=2.67=he9d0100_0
• libcblas=3.9.0=16_linux64_openblas
• libclang=16.0.2=default_h83cc7fd_0
• libclang13=16.0.2=default_hd781213_0
• libcrc32c=1.1.2=h6a678d5_0
• libcups=2.3.3=h36d4200_3
• libcurl=8.1.1=h251f7ec_2
• libdeflate=1.18=h0b41bf4_0
• libedit=3.1.20221030=h5eee18b_0
• libev=4.33=h7f8727e_1
• libevent=2.1.10=h28343ad_4
• libexpat=2.5.0=hcb278e6_1
• libffi=3.4.4=h6a678d5_0
• libflac=1.4.2=h27087fc_0
• libgcc-ng=12.2.0=h65d4601_19
• libgcrypt=1.10.1=h166bdaf_0
• libgdal=3.6.4=h7239d12_0
• libgfortran-ng=12.2.0=h69a702a_19
• libgfortran5=12.2.0=h337968e_19
• libglib=2.78.1=hebfc3b9_0
• libglu=9.0.0=hf484d3e_1
• libgomp=12.2.0=h65d4601_19
• libgoogle-cloud=2.9.1=hac9eb74_0
• libgpg-error=1.46=h620e276_0
• libgrpc=1.54.1=hcf146ea_0
• libiconv=1.17=h166bdaf_0
• libjpeg-turbo=2.1.5.1=h0b41bf4_0
• libkml=1.3.0=h37653c0_1015
• liblapack=3.9.0=16_linux64_openblas
• libllvm11=11.1.0=h9e868ea_6
• libllvm16=16.0.2=hbf9e925_0
• libnetcdf=4.9.2=nompi_hdf9a29f_104
• libnghttp2=1.52.0=h2d74bed_1
• libnsl=2.0.0=h5eee18b_0
• libnuma=2.0.16=h0b41bf4_1
• libogg=1.3.5=h27cfd23_1
• libopenblas=0.3.21=h043d6bf_0
• libopus=1.3.1=h7b6447c_0
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• librttopo=1.1.0=h0d5128d_13
• libsndfile=1.2.0=hb75c966_0
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• libspatialindex=1.9.3=h2531618_0
• libspatialite=5.0.1=h7d1ca68_25
• libsqlite=3.40.0=h753d276_1
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• libstdcxx-ng=12.2.0=h46fd767_19
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• matplotlib=3.7.1=py310hff52083_0
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• mdurl=0.1.0=py310h06a4308_0
• mistune=3.0.1=pyhd8ed1ab_0
• mpg123=1.31.3=hcb278e6_0
• msgpack-python=1.0.3=py310hd09550d_0
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• mysql-common=8.0.32=ha901b37_1
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• netcdf4=1.6.4=nompi_py310hde23a83_100
• networkx=3.1=py310h06a4308_0
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• pooch=1.7.0=pyha770c72_3
• poppler=23.04.0=hf052cbe_1
• poppler-data=0.4.11=h06a4308_1
• postgresql=15.2=h3248436_0
• pre-commit=3.3.3=pyha770c72_0
• proj=9.2.0=h8ffa02c_0
• prometheus_client=0.17.1=pyhd8ed1ab_0
• prompt-toolkit=3.0.36=py310h06a4308_0
• prompt_toolkit=3.0.36=hd3eb1b0_0
• properscoring=0.1=py_0
• psutil=5.9.0=py310h5eee18b_0
• pthread-stubs=0.3=h0ce48e5_1
• ptyprocess=0.7.0=pyhd3eb1b0_2
• pulseaudio-client=16.1=h5195f5e_3
• pure_eval=0.2.2=pyhd3eb1b0_0
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• pydata-sphinx-theme=0.13.3=pyhd8ed1ab_0
• pygments=2.15.1=py310h06a4308_1
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• pyparsing=3.0.9=py310h06a4308_0
• pyproj=3.6.0=py310ha254fea_0
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• pyqt5-sip=12.11.0=py310heca2aa9_3
• pyrsistent=0.19.3=py310h1fa729e_0
• pyshp=2.1.3=pyhd3eb1b0_0
• pysocks=1.7.1=py310h06a4308_0
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• pytest-cov=4.1.0=pyhd8ed1ab_0
• python=3.10.10=he550d4f_0_cpython
• python-dateutil=2.8.2=pyhd3eb1b0_0
• python-dotenv=1.0.0=pyhd8ed1ab_0
• python-eccodes=1.5.1=py310h0a54255_0
• python-fastjsonschema=2.18.0=pyhd8ed1ab_0
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• python-tzdata=2023.3=pyhd3eb1b0_0
• python_abi=3.10=3_cp310
• pytz=2022.7=py310h06a4308_0
• pyyaml=6.0=py310h5764c6d_5
• pyzmq=25.1.0=py310h6a678d5_0
• qt-main=5.15.8=h5c52f38_9
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• readline=8.2=h5eee18b_0
• regionmask=0.10.0=pyhd8ed1ab_0
• requests=2.31.0=pyhd8ed1ab_0
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• rfc3986-validator=0.1.1=pyh9f0ad1d_0
• rich=13.5.1=pyhd8ed1ab_0
• rtree=1.0.1=py310h06a4308_0
• s2n=1.3.42=h3358134_0
• scikit-learn=1.3.0=py310h1128e8f_0
• scipy=1.11.1=py310heeff2f4_0
• seaborn=0.12.2=hd8ed1ab_0
• seaborn-base=0.12.2=pyhd8ed1ab_0
• send2trash=1.8.2=pyh41d4057_0
• setuptools=68.0.0=py310h06a4308_0
• shellingham=1.5.0=py310h06a4308_0
• simplejson=3.19.2=py310h2372a71_0
• sip=6.7.9=py310hc6cd4ac_0
• six=1.16.0=pyhd3eb1b0_1
• snappy=1.1.10=h9fff704_0
• sniffio=1.3.0=pyhd8ed1ab_0
• snowballstemmer=2.2.0=pyhd8ed1ab_0
• snuggs=1.4.7=py_0
• sortedcontainers=2.4.0=pyhd3eb1b0_0
• sparse=0.14.0=pyhd8ed1ab_0
• sphinx=6.2.1=pyhd8ed1ab_0
• sphinx-autoapi=2.1.0=pyhd8ed1ab_0
• sphinxcontrib-applehelp=1.0.7=pyhd8ed1ab_0
• sphinxcontrib-devhelp=1.0.5=pyhd8ed1ab_0
• sphinxcontrib-dotnetdomain=0.4=py_0
• sphinxcontrib-golangdomain=0.2.0.dev0=py_0
• sphinxcontrib-htmlhelp=2.0.4=pyhd8ed1ab_0
• sphinxcontrib-jsmath=1.0.1=pyhd8ed1ab_0
• sphinxcontrib-qthelp=1.0.6=pyhd8ed1ab_0
• sphinxcontrib-serializinghtml=1.1.9=pyhd8ed1ab_0
• sqlalchemy=2.0.20=py310h2372a71_0
• sqlite=3.41.2=h5eee18b_0
• stack_data=0.2.0=pyhd3eb1b0_0
• statsmodels=0.14.0=py310h278f3c1_1
• structlog=23.1.0=pyhd8ed1ab_0
• tblib=1.7.0=pyhd3eb1b0_0
• tenacity=8.2.2=py310h06a4308_0
• terminado=0.17.1=pyh41d4057_0
• textwrap3=0.9.2=py_0
• threadpoolctl=2.2.0=pyh0d69192_0
• tiledb=2.13.2=hd532e3d_0
• tinycss2=1.2.1=pyhd8ed1ab_0
• tk=8.6.12=h1ccaba5_0
• toml=0.10.2=pyhd8ed1ab_0
• tomli=2.0.1=py310h06a4308_0
• toolz=0.12.0=py310h06a4308_0
• tornado=6.3.2=py310h5eee18b_0
• tqdm=4.66.1=pyhd8ed1ab_0
• traitlets=5.7.1=py310h06a4308_0
• typer=0.9.0=pyhd8ed1ab_0
• typing-extensions=4.7.1=py310h06a4308_0
• typing_extensions=4.7.1=py310h06a4308_0
• typing_utils=0.1.0=pyhd8ed1ab_0
• tzcode=2023c=h0b41bf4_0
• tzdata=2023c=h04d1e81_0
• ucx=1.14.0=h3484d09_2
• udunits2=2.2.28=hc3e0081_0
• ukkonen=1.0.1=py310hbf28c38_3
• unidecode=1.3.6=pyhd8ed1ab_0
• urllib3=1.26.16=py310h06a4308_0
• virtualenv=20.24.3=pyhd8ed1ab_0
• wcwidth=0.2.5=pyhd3eb1b0_0
• websocket-client=1.6.1=pyhd8ed1ab_0
• wheel=0.38.4=py310h06a4308_0
• wrapt=1.15.0=py310h1fa729e_0
• xarray=2023.8.0=pyhd8ed1ab_0
• xarraymannkendall=1.4.5=pyhd8ed1ab_0
• xcb-util=0.4.0=h166bdaf_0
• xcb-util-image=0.4.0=h166bdaf_0
• xcb-util-keysyms=0.4.0=h166bdaf_0
• xcb-util-renderutil=0.3.9=h166bdaf_0
• xcb-util-wm=0.4.1=h166bdaf_0
• xerces-c=3.2.4=h8d71039_2
• xesmf=0.7.1=pyhd8ed1ab_0
• xhistogram=0.3.2=pyhd8ed1ab_0
• xkeyboard-config=2.38=h0b41bf4_0
• xorg-fixesproto=5.0=h7f98852_1002
• xorg-inputproto=2.3.2=h7f98852_1002
• xorg-kbproto=1.0.7=h7f98852_1002
• xorg-libice=1.0.10=h7f98852_0
• xorg-libsm=1.2.3=hd9c2040_1000
• xorg-libx11=1.8.4=h0b41bf4_0
• xorg-libxau=1.0.9=h7f98852_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=0.9.10=h7f98852_1003
• 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=h27cfd23_1007
• xskillscore=0.0.24=pyhd8ed1ab_0
• xyzservices=2022.9.0=py310h06a4308_1
• xz=5.4.2=h5eee18b_0
• yaml=0.2.5=h7b6447c_0
• yarl=1.9.2=py310h2372a71_0
• zarr=2.16.1=pyhd8ed1ab_0
• zeromq=4.3.4=h2531618_0
• zict=2.2.0=py310h06a4308_0
• zipp=3.11.0=py310h06a4308_0
• zlib=1.2.13=h166bdaf_4
• zstd=1.5.5=hc292b87_0
• pip:
  • argon2-cffi==23.1.0
  • arrow==1.2.3
  • c3s-eqc-automatic-quality-control==0.1.2.dev84+ga57fc76
  • c3s-eqc-toolbox-template==0.2.2.dev320+g3e5c724
  • cacholote==0.4.1
  • cads-toolbox==0.0.2b0
  • cdo==1.6.0
  • cgul==0.0.4
  • coucal==0.0.1b3
  • descartes==1.1.0
  • emohawk==0.0.4b0
  • fqdn==1.5.1
  • geopandas==0.14.1
  • ipython-genutils==0.2.0
  • ipywidgets==8.1.0
  • isoduration==20.11.0
  • jsonpointer==2.4
  • jsonschema==4.18.6
  • jsonschema-specifications==2023.7.1
  • jupyter==1.0.0
  • jupyter-console==6.6.3
  • jupyter-events==0.7.0
  • jupyter-server==2.7.2
  • jupyterlab-widgets==3.0.8
  • kaleido==0.2.1
  • nbconvert==7.7.3
  • nco==1.1.0
  • notebook==7.0.2
  • pymannkendall==1.4.3
  • qtconsole==5.4.3
  • qtpy==2.3.1
  • rasterio==1.3.6
  • referencing==0.30.1
  • rioxarray==0.14.1
  • rpds-py==0.9.2
  • shapely==2.0.2
  • soupsieve==2.4.1
  • uri-template==1.3.0
  • webcolors==1.13
  • webencodings==0.5.1
  • widgetsnbextension==4.0.8

Anything else we need to know?

I believe I followed the correct guidelines and the JN is ready for a permalink.
Thank you for your support.