Deep learning rainfall–runoff predictions of extreme events

<p>The most accurate rainfall–runoff predictions are currently based on deep learning. There is a concern among hydrologists that the predictive accuracy of data-driven models based on deep learning may not be reliable in extrapolation or for predicting extreme events. This study tests that hy...

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Detalles Bibliográficos
Main Authors: J. M. Frame, F. Kratzert, D. Klotz, M. Gauch, G. Shelev, O. Gilon, L. M. Qualls, H. V. Gupta, G. S. Nearing
Formato: Artigo
Idioma:English
Publicado: Copernicus Publications 2022-07-01
Series:Hydrology and Earth System Sciences
Acceso en liña:https://hess.copernicus.org/articles/26/3377/2022/hess-26-3377-2022.pdf