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: 26 Apr 2025 - Ranking: 32.0
xclim
A library of derived climate variables, i.e. climate indicators, based on xarray.
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Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 21.7
cf-xarray
An accessor for xarray objects that interprets CF attributes.
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Climate Change - Climate Data Standards - Last synced: 26 Apr 2025 - Ranking: 20.9
Herbie
A python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.
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Atmosphere - Meteorological Observation and Forecast - Last synced: 26 Apr 2025 - Ranking: 20.7
Digital Earth Australia Notebooks
Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.
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Sustainable Development - Knowledge Platforms - Last synced: 26 Apr 2025 - Ranking: 19.0
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: 26 Apr 2025 - Ranking: 18.4
Digital Earth Africa Notebooks
Using Earth observations to address social, environmental and economic changes on the Africa continent.
earthobservation hacktoberfest jupyter-notebooks opendatacube python remotesensing xarray
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 16.8
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: 26 Apr 2025 - Ranking: 16.7
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: 26 Apr 2025 - Ranking: 16.6
wavespectra
An open source project for working with ocean wave spectral data.
ocean python spectra statistics wave xarray
Hydrosphere - Waves and Currents - Last synced: 26 Apr 2025 - Ranking: 15.3
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: 26 Apr 2025 - Ranking: 15.2
clisops
Climate simulation operations.
climate-analysis climate-science netcdf4 python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 15.1
xarray-sentinel
Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.
copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray
Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 15.1
goes2go
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
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Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 15.0
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: 26 Apr 2025 - Ranking: 14.8
gcpy
A Python-based toolkit containing useful functions for working specifically with the GEOS-Chem model of atmospheric chemistry and composition.
atmospheric-chemistry atmospheric-modelling benchmarking cartopy cloud-computing geos-chem numpy plots plotting-in-python python python-toolkit scientific-computing visualization-tools xarray
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 26 Apr 2025 - Ranking: 13.9
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: 26 Apr 2025 - Ranking: 13.6
jsmetrics
An open-source Python package containing implementations of various statistics and algorithms which have been developed to identify or characterise jet streams.
algorithms climate-science jet-stream metrics python xarray
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 26 Apr 2025 - Ranking: 12.8
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.
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Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Apr 2025 - Ranking: 12.7
TopoPyScale
Perform topography-based downscaling of climate data to the hillslope scale.
climate climate-science clustering dem downscaling era5 geoscience joss science timeseries xarray
Climate Change - Climate Downscaling - Last synced: 26 Apr 2025 - Ranking: 12.1
scikit-downscale
Statistical downscaling and postprocessing models for climate and weather model simulations.
climate downscaling scikit-learn xarray
Climate Change - Climate Downscaling - Last synced: 26 Apr 2025 - Ranking: 7.9
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 pcmdi python xarray xcdat
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 7.9
XCast
A free and open source climate forecasting toolkit written by Kyle Hall & Nachiketa Acharya, designed to help forecasters and earth scientists apply state-of-the-art postprocessing techniques to gridded data sets.
artificial-intelligence big-data climate-data climate-forecasting climate-science machine-learning multimodel-ensemble parallel-computing predictive-analytics python xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 5.6
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: 26 Apr 2025 - Ranking: 5.1
PyEarthScience
Python modules, scripts and iPython notebooks, in particular for Earth System data processing and visualization used in climate science.
analysis cartopy cdo georeferenced-data matplotlib ncl notebooks pyngl pynio python python-cdo spatial-data visualization xarray
Sustainable Development - Education - Last synced: 26 Apr 2025 - Ranking: 4.9
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: 26 Apr 2025 - Ranking: 3.2
