Multiscale drought forecasting via temporal–spectral decomposition and machine learning integration
Hatice Çıtakoğlu, Veysi Kartal, Emre Topçu, Erdinç İkincioğulları, Mehmet Güney
Topics & Concepts
Mean squared errorBoosting (machine learning)Multivariate statisticsMathematicsStatisticsExtreme learning machineSupport vector machineWavelet transformWaveletComputer scienceRegressionCoefficient of determinationDiscrete wavelet transformApproximation errorCorrelation coefficientPredictive modellingGaussian processArtificial intelligenceMachine learningRoot mean squareResidualAlgorithmRegression analysisData miningCross-validationPattern recognition (psychology)Forecast skillSurface runoffTime seriesGaussianPrecipitationCovarianceLinear regressionLeast-squares function approximationHydrology and Drought AnalysisClimate variability and modelsPlant Water Relations and Carbon Dynamics