How far can we downscale? Resolution limits and physical interpretability of diffusion models for African precipitation
Accurate high-resolution precipitation data is critical for climate risk assessment in Sub-Saharan Africa, yet global climate models operate at coarse resolutions, failing to capture localized extremes. While deterministic deep learning models offer efficient downscaling, our evaluation shows that m...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
IOP Publishing
2026-01-01
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| Σειρά: | Machine Learning. Earth |
| Θέματα: | |
| Διαθέσιμο Online: | https://doi.org/10.1088/3049-4753/ae7114 |
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