A hybrid modelling framework for zero-inflated and skewed streamflow: enhancing prediction of extreme flows in tropical rain fed catchments
Divya Chandran, N. R. Chithra
Topics & Concepts
StreamflowFlood forecastingComputer scienceEnvironmental scienceRandom forestRegressionSkewnessProbabilistic logicFlood mythMeteorologyTropical cycloneMean squared errorHydrological modellingBayesian probabilityFlood warningForecast skillResamplingCorrelogramMachine learningFlash floodCopula (linguistics)Extreme learning machineBoosting (machine learning)Bayesian inferencePrecipitationWarning systemPredictive modellingClimatologyCascadeMargin (machine learning)Elevation (ballistics)HydrographBivariate analysisEnsemble forecastingHydrology and Watershed Management StudiesFlood Risk Assessment and ManagementHydrological Forecasting Using AI