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

Results in Engineering, 25, 104079 (2025)

Journal article
Authors

Sianou Ezéckiel Houénafa

Olatunji Johnson

Erick K. Ronoh

Stephen E. Moore

Published

March 1, 2025

Links: DOI

Summary. Investigates hybrid approaches that combine stochastic hydrological models with machine learning methods, showing that the two together improve rainfall–runoff prediction over either used alone.