Multiple spatio-temporal scale runoff forecasting and driving mechanism exploration by K-means optimized XGBoost and SHAP
Shuo Wang, Hui Peng
Topics & Concepts
Surface runoffInterpretabilityComputer scienceEnvironmental scienceHydrological modellingScale (ratio)Cluster analysisSpatial ecologyConfusionData miningHydrology (agriculture)Machine learningClimatologyCartographyGeologyEcologyGeographyPsychologyBiologyGeotechnical engineeringPsychoanalysisHydrology and Watershed Management StudiesHydrological Forecasting Using AIFlood Risk Assessment and Management