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Deep learning model for flood probabilistic forecasting considering spatiotemporal rainfall distribution and hydrologic uncertainty

Xin Xiang, Shenglian Guo, Chenglong Li, Bokai Sun, Zhiming Liang

2025Journal of Hydrology14 citationsDOI

Topics & Concepts

Flood mythHydrological modellingProbabilistic logicFlood forecastingEnvironmental scienceDistribution (mathematics)Probability distributionClimatologyHydrology (agriculture)MeteorologyGeologyComputer scienceGeographyStatisticsMathematicsArtificial intelligenceArchaeologyMathematical analysisGeotechnical engineeringFlood Risk Assessment and ManagementHydrological Forecasting Using AIHydrology and Drought Analysis
Deep learning model for flood probabilistic forecasting considering spatiotemporal rainfall distribution and hydrologic uncertainty | Litcius