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Influence of Sub-Region Priority Modeling Constructed by Random Forest and Stochastic Gradient Treeboost on the Accuracy of Soil Salinity Prediction in Oasis Scale
Authors:WANG Fei  YANG ShengTian  WEI Yang  YANG XiaoDong  DING JianLi
Affiliation:1.Xinjiang Common University Key Laboratory of Smart City and Environmental Stimulation, Xinjiang University, Urumqi 830046;2.College of Resource and Environmental Sciences, Xinjiang University, Urumqi 830046;3.Laboratory for Oasis Ecosystem, Ministry of Education, Urumqi 830046
Abstract:
Keywords:soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  Random Forest  Stochastic Gradient Treeboost  
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