crossrefEarth2026-03-09Cited by 3
A Comprehensive Review of Machine Learning and Deep Learning Methods for Flood Inundation Mapping
Abinash Silwal, Anil Subedi, Rajee Tamrakar, Kshitij Dahal, Dewasis Dahal, Kenneth Okechukwu Ekpetere, et al.
Flood inundation mapping (FIM) is essential in disaster risk management, infrastructure planning, and climate adaptation. Traditional hydrodynamic models, such as the Hydrologic Engineering Center’s River Analysis System (HEC-RAS) and LISFLOOD-Floodplain (LISFLOOD-FP), provide ph…