Comparing the use of all data or specific subsets for training machine learning models in hydrology: A case study of evapotranspiration prediction
Haiyang Shi, Geping Luo, Olaf Hellwich, Xiufeng He, Mingjuan Xie, Wenqiang Zhang, Friday Uchenna Ochege, Qing Ling, Yu Zhang, Ruixiang Gao, Alishir Kurban, Philippe De Maeyer, Tim Van de Voorde
Topics & Concepts
EvapotranspirationShrublandMean squared errorData setGrasslandEnvironmental scienceHydrology (agriculture)StatisticsComputer scienceMathematicsEcologyEcosystemEngineeringBiologyGeotechnical engineeringPlant Water Relations and Carbon DynamicsHydrology and Watershed Management StudiesSoil and Unsaturated Flow