Enhanced machine learning models development for flash flood mapping using geospatial data
Yacine Hasnaoui, Salah Eddine Tachi, Hamza Bouguerra, Saâdia Benmamar, Gordon Gilja, Robert Szczepanek, José Navarro-Pedreño, Zaher Mundher Yaseen
Topics & Concepts
Categorical variableComputer scienceGeospatial analysisRandom forestLand coverBoosting (machine learning)Artificial intelligenceMachine learningGradient boostingData miningRemote sensingLand useEngineeringCivil engineeringGeologyFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought Analysis