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Advancing flood damage modeling for coastal Alabama residential properties: A multivariable machine learning approach

Mujungu Lawrence Museru, Rouzbeh Nazari, Abolfazl Nazari Giglou, Kofi Ntow Opare, Maryam Karimi

2023The Science of The Total Environment48 citationsDOI

Topics & Concepts

Flood mythBoosting (machine learning)Gradient boostingRandom forestCategorical variableMachine learningCoastal floodComputer scienceFlood mitigationOversamplingDecision treeArtificial intelligenceClimate changeGeographyArchaeologyComputer networkBiologySea level riseEcologyBandwidth (computing)Flood Risk Assessment and ManagementTropical and Extratropical Cyclones ResearchHydrology and Drought Analysis
Advancing flood damage modeling for coastal Alabama residential properties: A multivariable machine learning approach | Litcius