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

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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