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Deep generative model super-resolves spatially correlated multiregional climate data

Super-resolving the coarse outputs of global climate simulations, termed downscaling, is crucial in making political and social decisions on systems requiring long-term climate change projections. Existing fast super-resolution techniques, however, have yet to preserve the spatially correlated natur...

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Detalles Bibliográficos
Autores principales: Oyama, Norihiro, Ishizaki, Noriko N., Koide, Satoshi, Yoshida, Hiroaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130044/
https://www.ncbi.nlm.nih.gov/pubmed/37185982
http://dx.doi.org/10.1038/s41598-023-32947-0