Effect of environmental covariable selection in the hydrological modeling using machine learning models to predict daily streamflow

There are different methods for predicting streamflow, and, recently machine learning has been widely used for this purpose. This technique uses a wide set of covariables in the prediction process that must undergo a selection to increase the precision and stability of the models. Thus, this work ai...

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Veröffentlicht in:Journal of environmental management Jg. 290; S. 112625
Hauptverfasser: Reis, Guilherme Barbosa, da Silva, Demetrius David, Fernandes Filho, Elpídio Inácio, Moreira, Michel Castro, Veloso, Gustavo Vieira, Fraga, Micael de Souza, Pinheiro, Sávio Augusto Rocha
Format: Journal Article
Sprache:Englisch
Veröffentlicht: England Elsevier Ltd 15.07.2021
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ISSN:0301-4797, 1095-8630, 1095-8630
Online-Zugang:Volltext
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