Medium-range forecasting of daily reference evapotranspiration across China using numerical weather prediction outputs downscaled by extreme gradient boosting
Junliang Fan, Lifeng Wu, Jing Zheng, Fucang Zhang
Topics & Concepts
EvapotranspirationWind speedEnvironmental scienceMeteorologyGradient boostingEnsemble forecastingNumerical weather predictionClimatologyMean squared errorWeather forecastingWeightingIrrigation schedulingMathematicsStatisticsComputer scienceGeographyRandom forestMachine learningSoil waterMedicineRadiologySoil scienceGeologyEcologyBiologyPlant Water Relations and Carbon DynamicsClimate variability and modelsHydrology and Watershed Management Studies