Research on Urban Storm Flood Simulation by Coupling K-means Machine Learning Algorithm and GIS Spatial Analysis Technology into SWMM Model
Chengshuai Liu, Caihong Hu, Chenchen Zhao, Yue Sun, Tianning Xie, Huiliang Wang
Topics & Concepts
Storm Water Management ModelFlood mythFlood forecastingComputer scienceGeographic information systemCluster analysisHydrogeologyHEC-HMSEnvironmental scienceHydrological modellingHydrology (agriculture)Data miningMeteorologyCivil engineeringStormwaterRemote sensingMachine learningSurface runoffGeologyEngineeringGeographyGeotechnical engineeringEcologyArchaeologyWatershedClimatologyBiologyFlood Risk Assessment and ManagementHydrology and Watershed Management StudiesHydrological Forecasting Using AI