EOReader
A remote-sensing opensource Python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray
Sustainable Development - Environmental Satellites - Last synced: 18 Aug 2026 - Ranking: 17.4
xclim
A library of derived climate variables, i.e. climate indicators, based on xarray.
anuclim climate-analysis climate-science dask icclim netcdf4 python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: 23.3
climpred
Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts.
climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: 14.7
nlmod
Python package to build, run and visualize MODFLOW 6 groundwater models in the Netherlands.
flopy geopandas groundwater groundwater-modelling hydrogeology hydrology modflow python xarray
Hydrosphere - Freshwater and Hydrology - Last synced: 18 Aug 2026 - Ranking: 13.0
xCDAT
An extension of xarray for climate data analysis on structured grids.
cdat cf-conventions climate-analysis climate-data climate-data-analysis climate-research climate-science climate-sciences cmip cmip6 e3sm earth-system earth-system-data earth-system-science pcmdi python xarray xcdat
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: 18.2
Herbie
A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.
big-data-program cfgrib download ecmwf-data gfs grib grib2 hrrr noaa-data nomads numerical-weather-prediction open-data python rap xarray
Atmosphere - Meteorological Observation and Forecast - Last synced: 18 Aug 2026 - Ranking: 22.8
cf-xarray
An accessor for xarray objects that interprets CF attributes.
cf-conventions metadata xarray
Climate Change - Climate Data Standards - Last synced: 18 Aug 2026 - Ranking: 21.9
icclim
Python library for climate indices and climate indicators calculation.
calculation-climate climate-indicators climate-indices climate-simulations icclim netcdf python python-library python-package xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: 18.3
xarray
An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.
dask netcdf numpy pandas python xarray
Climate Change - Climate Data Standards - Last synced: 18 Aug 2026 - Ranking: 32.5
GPM-API
Provides an easy-to-use Python interface to download, read, process and visualize most of the products of the Global Precipitation Measurement Mission (GPM) data archive.
analysis-ready-data earth-observation eumetsat gpm jaxa nasa noaa open-data passive-microwave precipitation python radar rainfall reflectivity remote-sensing reproducible-research satellite-data snowfall trmm xarray
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 18 Aug 2026 - Ranking: 11.7
xeofs
A dedicated Python package for dimensionality reduction in the realm of climate science, offering methods like PCA, known as EOF analysis within the field, and related variants.
climate-science dask dimensionality-reduction eof-analysis pattern-recognition pca xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: 14.8
Scores
A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.
climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray
Climate Change - Earth and Climate Modeling - Last synced: 18 Aug 2026 - Ranking: 18.4
index_calculator
Calculate climate indicators with standardized project-specific attributes.
climate-analysis climate-science dask python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: -Infinity
ClimoPy
A succinct toolset for analyzing climate data.
climate-analysis climate-science data-science python xarray xarray-accessor
Climate Change - Climate Data Processing and Analysis - Last synced: 18 Aug 2026 - Ranking: -Infinity
