Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models
Mahdi Panahi, Omid Rahmati, Zahra Kalantari, Hamid Darabi, Fatemeh Rezaie, Davoud Davoudi Moghaddam, Carla Ferreira, Giles M. Foody, Ramyar Aliramaee, Sayed M. Bateni, Chang-Wook Lee, Saro Lee
Topics & Concepts
Support vector machineFlood mythComputer scienceSynthetic aperture radarDifferential evolutionLand coverFloodplainEnvironmental scienceScale (ratio)Remote sensingMachine learningData miningArtificial intelligenceLand useCartographyEngineeringGeologyCivil engineeringGeographyArchaeologyFlood Risk Assessment and ManagementHydrology and Drought AnalysisHydrology and Watershed Management Studies