A diffusion model trained on ERA5 reanalysis downscales global climate data to 0.25° resolution while capturing statistical distributions and extremes.
(2023) Learning skillful medium-range global weather forecasting, Science 382, no
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IPSL-AID: Generative Diffusion Models for Climate Downscaling from Global to Regional Scales
A diffusion model trained on ERA5 reanalysis downscales global climate data to 0.25° resolution while capturing statistical distributions and extremes.