Employing Machine Learning Algorithms for Streamflow Prediction: A Case Study of Four River Basins with Different Climatic Zones in the United States
Peiman Parisouj, Hamid Mohebzadeh, Taesam Lee
Topics & Concepts
StreamflowExtreme learning machineArtificial neural networkFlood forecastingScale (ratio)BackpropagationMachine learningSupport vector machineWater resourcesGeneralizationFeature selectionEnvironmental scienceDrainage basinComputer scienceClimatologyArtificial intelligenceMathematicsGeographyGeologyEcologyMathematical analysisBiologyCartographyHydrological Forecasting Using AIMachine Learning and ELMHydrology and Watershed Management Studies