Global spatio-temporal ERA5 precipitation downscaling to km and sub-hourly scale using generative AI

Abstract The spatial and temporal distribution of precipitation significantly impacts human lives. While reanalysis datasets provide consistent long-term global precipitation information that allows investigations of rainfall-driven hazards like larger-scale flooding, they lack the resolution to cap...

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Bibliographic Details
Main Authors: Luca Glawion, Julius Polz, Harald Kunstmann, Benjamin Fersch, Christian Chwala
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:npj Climate and Atmospheric Science
Online Access:https://doi.org/10.1038/s41612-025-01103-y
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