How far spatial resolution affects the ensemble machine learning based flood susceptibility prediction in data sparse region
Tamal Kanti Saha, Swades Pal, Swapan Talukdar, Sandipta Debanshi, Rumki Khatun, Pankaj Singha, Indrajit Mandal
Topics & Concepts
Flood mythDigital elevation modelRandom forestMachine learningTerrainMultilayer perceptronArtificial intelligenceImage resolutionRemote sensingComputer scienceData miningEnvironmental scienceArtificial neural networkGeographyCartographyArchaeologyFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrology and Drought Analysis