Hybridization of stochastic hydrological models and machine learning methods for improving rainfall-runoff modeling

Accurately simulating river discharge remains a challenge. Hybrid models combining hydrological models with machine learning improve discharge simulation and offer better interpretability than standalone machine learning models. However, the commonly used models are deterministic. This study introdu...

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Bibliographic Details

Published in:	Results in engineering Vol. 25; p. 104079
Main Authors:	Houénafa, Sianou Ezéckiel, Johnson, Olatunji, Ronoh, Erick K., Moore, Stephen E.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2025 Elsevier
Subjects:	Hybrid models HyMoLAP Machine learning Stochastic hydrological model Uncertainties HyMoLAP Uncertainties Hybrid models Stochastic hydrological model Machine learning
ISSN:	2590-1230, 2590-1230
Online Access:	Get full text
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