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Construction of rapid early warning and comprehensive analysis models for urban waterlogging based on AutoML and comparison of the other three machine learning algorithms

Yu-Chen Guo, Lihong Quan, Lili Song, Hao Liang

2021Journal of Hydrology51 citationsDOI

Topics & Concepts

Waterlogging (archaeology)Warning systemComputer scienceMachine learningGradient boostingElevation (ballistics)AlgorithmArtificial intelligenceNowcastingGridEnvironmental scienceMeteorologyGeologyEngineeringGeographyRandom forestTelecommunicationsEcologyGeodesyStructural engineeringBiologyWetlandFlood Risk Assessment and ManagementHydrological Forecasting Using AIHydrology and Watershed Management Studies
Construction of rapid early warning and comprehensive analysis models for urban waterlogging based on AutoML and comparison of the other three machine learning algorithms | Litcius