Comparison of random forests and support vector machine for real-time radar-derived rainfall forecasting

Pao‐Shan Yu, Tao-Chang Yang, Szu-Yin Chen, +2

Journal of Hydrology

HydrometeorologyMeteorologyRadarSupport Vector MachineEngineering +13

Regional rainfall intensity formulas based on scaling property of rainfall

Pao‐Shan Yu, Tao-Chang Yang, Chin-Sheng Lin

Journal of Hydrology

HydrometeorologyMeteorologyClimatologyEngineeringGeography +5

Fuzzy multi-objective function for rainfall-runoff model calibration

Pao‐Shan Yu, Tao-Chang Yang

Journal of Hydrology

Fuzzy Multi-objective FunctionFuzzy LogicEngineeringWater ResourcesCivil Engineering +4

Evaluating Long-Term Trends in Annual and Seasonal Precipitation in Taiwan

Pao‐Shan Yu, Tao-Chang Yang, Chun‐Chao Kuo

Water Resources Management

ClimatologyMeteorologyHydrometeorologyEngineeringDrought +10

Combing Random Forest and Least Square Support Vector Regression for Improving Extreme Rainfall Downscaling

Quoc Bao Pham, Tao-Chang Yang, Chen-Min Kuo, +2

Water

Hydrological PredictionEngineeringExtreme WeatherHydrologic EngineeringWeather Forecasting +23

Coupling Singular Spectrum Analysis with Least Square Support Vector Machine to Improve Accuracy of SPI Drought Forecasting

Quoc Bao Pham, Tao-Chang Yang, Chen-Min Kuo, +2

Water Resources Management

MeteorologySupport Vector MachineEngineeringData ScienceDrought +10

Linking Singular Spectrum Analysis and Machine Learning for Monthly Rainfall Forecasting

Pa Ousman Bojang, Tao-Chang Yang, Quoc Bao Pham, +1

Applied Sciences

Forecasting MethodologyHydrological PredictionEngineeringMachine LearningHydrologic Engineering +20

Climate change impacts on reservoir inflows and subsequent hydroelectric power generation for cascaded hydropower plants

Pao‐Shan Yu, Tao-Chang Yang, Chen-Min Kuo, +2

Hydrological Sciences Journal

Hydrological BehaviourHydrological PredictionEngineeringHydropower PlantsReservoir Inflows +21

Probabilistic Drought Forecasting in Southern Taiwan Using El Niño-Southern Oscillation Index

Shien‐Tsung Chen, Tao-Chang Yang, Chen-Min Kuo, +2

Terrestrial Atmospheric and Oceanic Sciences

ClimatologyMeteorologyHydrometeorologyProbabilistic Drought ForecastingEngineering +11

The Potential of Fuzzy Multi-objective Model for Rainfall Forecasting from Typhoons

Pao‐Shan Yu, Shien‐Tsung Chen, Chia-Jung Chen, +1

Natural Hazards

MeteorologyFuzzy LogicEngineeringNumerical Weather PredictionFuzzy Multi-objective Model +7