Enhancing Flood Mapping Accuracy in North and West Africa Using Multi-Sensor Satellite Data and Machine Learning in Google Earth Engine
Yassine Loukili, Younes Lakhrissi, Imad Bourian, Lahcen Hassine, Zakaria Kourab, Tarig Ali, Ahmed F. Elaksher, Rabin Chakrabortty
Topics & Concepts
Flood mythRandom forestMachine learningBenchmark (surveying)Remote sensingComputer scienceArtificial intelligenceIntersection (aeronautics)SatelliteReceiver operating characteristicRadarSample (material)Data miningEarth observationEnvironmental scienceLand coverBoundary (topology)Satellite imageryBaseline (sea)LidarSupport vector machineEnsemble learningFlood Risk Assessment and ManagementHydrology and Drought AnalysisHydrology and Watershed Management Studies