Influence of Sub-Region Priority Modeling Constructed by Random Forest and Stochastic Gradient Treeboost on the Accuracy of Soil Salinity Prediction in Oasis Scale期刊界 All Journals 搜尽天下杂志传播学术成果专业期刊搜索期刊信息化学术搜索

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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