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Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran

Maryam Jahanbani, Mohammad H. Vahidnia, Hossein Aghamohammadi, Zahra Azizi

2024Earth Science Informatics46 citationsDOI

Topics & Concepts

Flood mythTopographic Wetness IndexNormalized Difference Vegetation IndexGeoinformaticsNatural hazardElevation (ballistics)Computer scienceStream powerRandom forestDecision treeLand coverAdaBoostGeographic information systemCartographyData miningMachine learningDigital elevation modelRemote sensingGeographySupport vector machineLand useGeologyMathematicsCivil engineeringClimate changeSedimentEngineeringArchaeologyPaleontologyOceanographyGeometryMeteorologyFlood Risk Assessment and ManagementLandslides and related hazardsHydrology and Drought Analysis
Flood susceptibility mapping through geoinformatics and ensemble learning methods, with an emphasis on the AdaBoost-Decision Tree algorithm, in Mazandaran, Iran | Litcius