Urban waterlogging susceptibility assessment based on hybrid ensemble machine learning models: A case study in the metropolitan area in Beijing, China
Mingqi Yan, Jiarui Yang, Xiaoyong Ni, Kai Liu, Yijia Wang, Fang Xu
Topics & Concepts
Waterlogging (archaeology)BeijingMetropolitan areaRandom forestMachine learningLogistic regressionComputer scienceEnsemble learningEnvironmental scienceArtificial intelligenceChinaGeographyEcologyBiologyArchaeologyWetlandFlood Risk Assessment and ManagementUrban Stormwater Management SolutionsHydrology and Sediment Transport Processes