Convolutional neural networks with transfer learning for natural river flow prediction in ungauged basins

Abstract With the increasing integration of artificial intelligence (AI) in several scientific domains, there is a rising demand for advanced AI tools capable of addressing advanced research challenges. A challenge of paramount importance lies in accurately predicting the streamflow within river bas...

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Main Authors: Henrique Echternacht, Luciana Campos, Alfeu Dias de Martinho, Danilo Pinto Moreira de Souza, Rodrigo Barbosa de Santis, Tiago Silveira Gontijo, Matteo Bodini, Angela Gorgoglione, Camila Martins Saporetti, Leonardo Goliatt
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-07088-1
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