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...

Full description

Saved in:
Bibliographic Details
Published in:Journal of environmental management Vol. 290; p. 112625
Main Authors: 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
Language:English
Published: England Elsevier Ltd 15.07.2021
Subjects:
ISSN:0301-4797, 1095-8630, 1095-8630
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first