1343: SCENIC-DynAI – AI supported climate model downscaling for storyline-based impact analyses
active project
Principal investigator: Benjamin Fersch
Karlsruher Institut für Technologie (KIT), Institut für Meteorologie und Klimaforschung (Community project)
Project abstract
Report 1/2023 to 12/2023
Report 1/2024 to 12/2024
Report 1/2025 to 12/2025
Publications
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DOI: 10.1038/s41612-025-01103-y,
Glawion, L., Polz, J., Kunstmann, H. et al. Global spatio-temporal ERA5 precipitation downscaling to km and sub-hourly scale using generative AI. npj Clim Atmos Sci 8, 219 (2025). https://doi.org/10.1038/s41612-025-01103-y
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DOI: 10.1029/2023EA002906,
Glawion, L., Polz, J., Kunstmann, H., Fersch, B., & Chwala, C. (2023). spateGAN: Spatio-temporal downscaling of rainfall fields using a cGAN approach. Earth and Space Science, 10, e2023EA002906. https://doi.org/10.1029/2023EA002906