affine |
2.2 |
Perform affine transformations of geographic data |
BSD 3-clause |
https://github.com/rasterio/affine |
click |
8.0 |
Process command-line arguments |
BSD 3-clause |
https://click.palletsprojects.com/ |
cmocean |
2.0 |
Provide colour maps |
MIT |
https://github.com/matplotlib/cmocean |
dask |
2021.6 |
Parallel computation |
BSD 3-clause |
https://dask.org/ |
dask-image |
0.6 |
Distributed image processing |
BSD 3-clause |
http://image.dask.org/ |
distributed |
2021.6 |
Distributed scheduler for dask |
BSD 3-clause |
http://distributed.dask.org/ |
docker |
20.10.7 |
Software container packaging, management, and deployment |
Apache 2.0 |
https://www.docker.com/ |
fiona |
1.8 |
Vector API for gdal |
BSD 3-clause |
https://github.com/Toblerity/Fiona |
fsspec |
2021.6 |
File-system interface layer |
BSD 3-clause |
https://github.com/intake/filesystem_spec |
gdal |
3.0 |
Geospatial data format conversion |
MIT |
https://gdal.org/ |
geopandas |
0.8 |
Geospatial extensions for the pandas library |
BSD 3-clause |
https://geopandas.org/ |
helm |
3.7.0 |
Package manager for kubernetes |
Apache 2.0 |
https://helm.sh/ |
jdcal |
1.4.1 |
Conversion between Julian and calendar dates |
BSD 2-clause |
https://github.com/phn/jdcal |
jsonschema |
3.2.0 |
Validation of JSON data |
MIT |
https://json-schema.org/ |
jupyterhub |
1.4.2 |
Multi-user server for Jupyter notebooks |
BSD 3-clause |
https://jupyter.org/hub |
jupyterlab |
3.1.13 |
Web-based scientific notebook IDE |
BSD 3-clause |
https://github.com/jupyterlab/jupyterlab |
kubernetes |
1.22.2 |
Container workload deployment, scaling, and operation |
Apache 2.0 |
https://kubernetes.io/ |
mamba |
0.7.0 |
Python package management |
BSD 3-clause |
https://github.com/mamba-org/mamba |
matplotlib-base |
3.0 |
Data visualization |
Matplotlib |
https://matplotlib.org/ |
mkdocs |
1.2 |
Format and build documentation |
BSD 2-clause |
https://www.mkdocs.org/ |
netcdf4 |
1.5.0 |
Reading and writing NetCDF files |
MIT |
https://github.com/Unidata/netcdf4-python |
numba |
0.52 |
Just-in-time compilation of Python code |
BSD 2-clause |
https://numba.pydata.org/ |
numpy |
1.16 |
Numerical, scientific, and mathematical functions |
BSD 3-clause |
https://numpy.org/ |
pandas |
1.3 |
Analysis of tabular, relation, and labelled data |
BSD 3-clause |
https://pandas.pydata.org/ |
pillow |
6.0 |
Image processing |
HPND |
https://python-pillow.org/ |
pyjwt |
1.7 |
Encode and decode JSON web tokens |
MIT |
https://github.com/jpadilla/pyjwt |
pyproj |
3.0 |
Cartographic projection, coordinate transformation |
MIT |
https://pyproj4.github.io/ |
python |
3.8 |
Main implementation language |
PSFL |
https://python.org/ |
pyyaml |
5.4 |
Serialize and deserialize data using YAML format |
MIT |
https://pyyaml.org/ |
rasterio |
1.2 |
Read and write geospational raster daa |
BSD 3-clause |
https://github.com/rasterio/rasterio/ |
rasterstats |
0.15.0 |
Statistics of raster datasets based on vector geometries |
BSD 3-clause |
https://github.com/perrygeo/python-rasterstats |
requests |
2.25 |
Make HTTP requests |
Apache 2.0 |
https://python-requests.org/ |
requests-oauthlib |
1.3 |
OAuth library support for requests library |
ISC |
https://github.com/requests/requests-oauthlib |
rfc3339-validator |
0.1.4 |
Validation of date and time strings |
MIT |
https://github.com/naimetti/rfc3339-validator |
rioxarray |
0.7.1 |
rasterio support for xarray |
Apache 2.0 |
https://corteva.github.io/rioxarray/ |
s3fs |
2021.6 |
Filesystem-like access to S3 data stores |
BSD 3-clause |
https://github.com/dask/s3fs |
scipy |
1.6.0 |
Fundamental algorithms for scientific computing |
BSD 3-clause |
https://scipy.org/ |
sentinelhub |
3.3.2 |
Access to Sentinel Hub datasets |
MIT |
https://github.com/sentinel-hub/sentinelhub-py |
setuptools |
41.0 |
Facilitate packaging for Python projects |
MIT |
https://setuptools.pypa.io/ |
shapely |
1.6 |
Manipulation and analysis of geometric objects |
BSD 3-clause |
https://github.com/Toblerity/Shapely |
tornado |
6.0 |
Python web framework and asynchronous networking library |
Apache 2.0 |
https://www.tornadoweb.org/ |
urllib3 |
1.26 |
HTTP client for Python |
MIT |
https://github.com/urllib3/urllib3 |
xarray |
0.19 |
Process labelled multi-dimensional arrays |
Apache 2.0 |
http://xarray.pydata.org/en/stable/ |
xcube |
0.9.1 |
Toolkit for managing EO/climate data cubes. |
MIT |
https://github.com/dcs4cop/xcube |
xcube-cci |
0.9.0 |
xcube access to ESA CCI Open Data Portal |
MIT |
https://github.com/dcs4cop/xcube-cci |
xcube-cds |
0.9.1 |
xcube access to Copernicus Climate Data Store |
MIT |
https://github.com/dcs4cop/xcube-cds |
xcube-geodb |
1.0.2 |
Geospatial database plugin for xcube |
MIT |
https://github.com/dcs4cop/xcube-geodb |
xcube-sh |
0.9.1 |
xcube access to Sentinel Hub datasets |
MIT |
https://github.com/dcs4cop/xcube-sh |
zarr |
2.8 |
Implement compressed, chunked, N-dimensional arrays |
MIT |
https://github.com/zarr-developers/zarr-python |