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Abstract: Hybrid Dynamical–Statistical Downscaling of Wind and SST Using CNNs for Future Projections of Marine Heatwaves in the Peruvian Upwelling System (AGU25)

Hybrid Dynamical–Statistical Downscaling of Wind and SST Using CNNs for Future Projections of Marine Heatwaves in the Peruvian Upwelling System

Adolfo Chamorro1, Jorge Tam2, Rodrigo Mogollon Aburto2, Francois Colas3, Vincent Echevin4, Sophie Giffard-Roisin5, Helmuth Villavicencio6, Nelson Jorge6 and Victor Ccori7, (1)Pontificia Universidad Católica del Perú, Lima, Peru, (2)Instituto del Mar del Perú (IMARPE), Callao, Peru, (3)LOPS, IRD/CNRS/Université Bretagne Occidentale/IFREMER, IUEM, Plouzane, France, (4)LOCEAN-IPSL, IRD/CNRS/Sorbonne Universités (UPMC)/MNHN, UMR 7159, Paris, France, (5)Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, IRD, Univ. Gustave Eiffel, ISTerre, Grenoble, France, (6)Universidad Nacional de Ingeniería, Perú, Lima, Peru, (7)Universidad Peruana Cayetano Heredia, Lima, Peru
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