sup3r
The Super Resolution for Renewable Resource Data software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
climate-change climate-data deep-learning downscaling generative-adversarial-network machine-learning reanalysis renewable-energy severe-weather solar-energy tensorflow urban-heat-island wind-energy
Energy Systems - Renewable Energy Integration - Last synced: 02 Jul 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: 02 Jul 2025 - Ranking: 11.0
ICAR
A simplified atmospheric model designed primarily for climate downscaling, atmospheric sensitivity tests, and hopefully educational uses.
climate downscaling icar netcdf precipitation regional-climate-model
Sustainable Development - Education - Last synced: 02 Jul 2025 - Ranking: 8.0
scikit-downscale
Statistical downscaling and postprocessing models for climate and weather model simulations.
climate downscaling scikit-learn xarray
Climate Change - Climate Downscaling - Last synced: 02 Jul 2025 - Ranking: 7.9
PyESD
Downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets to point scale.
deep-learning downscaling ensemble-machine-learning machine-learning precipitation sckit-learn tensorflow2
Climate Change - Climate Downscaling - Last synced: 02 Jul 2025 - Ranking: 7.7
downscaleCMIP6
Global Downscaled Projections for Climate Impacts Research.
climate-data climate-impacts cmip6 downscale downscaling gdpcir
Climate Change - Climate Downscaling - Last synced: 02 Jul 2025 - Ranking: -Infinity
AtmoSwing
Allow predicting local meteorological variables of interest, such as the daily precipitation, based on synoptic variables.
analogue downscaling forecast precipitation
Atmosphere - Meteorological Observation and Forecast - Last synced: 02 Jul 2025 - Ranking: -Infinity
