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Flood susceptibility prediction using tree-based machine learning models in the GBA

Hai‐Min Lyu, Zhen‐Yu Yin

2023Sustainable Cities and Society105 citationsDOI

Topics & Concepts

Flood mythTyphoonCategorical variableGradient boostingRandom forestBoosting (machine learning)Decision treeTree (set theory)Hydrology (agriculture)GeographyEnvironmental scienceMachine learningComputer scienceMathematicsMeteorologyGeologyGeotechnical engineeringArchaeologyMathematical analysisFlood Risk Assessment and ManagementTropical and Extratropical Cyclones ResearchHydrology and Drought Analysis
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