Comparative analysis of HEC-HMS and machine learning models for rainfall-runoff prediction in the upper Baro watershed, Ethiopia - Belina, Yonata; Kebede, Asfaw; Masinde, Muthoni (Hydrology Research, 2024)
Keywords: Accuracy; Artificial neural networks; Comparative analysis; Developing countries; Effectiveness; Error analysis; Floods; Hydrologic data; Hydrologic models; Hydrology; LDCs; Learning algorithms; Machine learning; Modelling; Neural networks; Optimization; Performance measurement; Performance prediction; Rainfall-runoff modeling; Rainfall-runoff relationships; Resource management; Root-mean-square errors; Runoff; Simulation; Stream discharge; Stream flow; Support vector machines; Water resources; Water resources management; Water shortages; Watersheds; Ethiopia