Application of Machine Learning and Process-Based Models for Rainfall-Runoff Simulation in DuPage River Basin, Illinois

Rainfall-runoff simulation is vital for planning and controlling flood control events. Hydrology modeling using Hydrological Engineering Center—Hydrologic Modeling System (HEC-HMS) is accepted globally for event-based or continuous simulation of the rainfall-runoff operation. Similarly, machine lear...

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Bibliographic Details
Published in:Hydrology
Main Authors: Amrit Bhusal, Utsav Parajuli, Sushmita Regmi, Ajay Kalra
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Subjects:
rainfall-runoff
HEC-HMS
HEC-RAS
random forest
flood
forecast
Online Access:https://www.mdpi.com/2306-5338/9/7/117

Internet

https://www.mdpi.com/2306-5338/9/7/117

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