A Hybrid Model Based on Variational Mode Decomposition and Gradient Boosting Regression Tree for Monthly Runoff Forecasting
Xinxin He, Jungang Luo, Peng Li, Ganggang Zuo, Jiancang Xie
Topics & Concepts
Partial autocorrelation functionGradient boostingAutocorrelationMean squared errorMathematicsStatisticsMean absolute percentage errorSurface runoffComputer scienceTime seriesAutoregressive integrated moving averageRandom forestArtificial intelligenceEcologyBiologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesEnergy Load and Power Forecasting