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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 |
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| Authors: | WANG Fei YANG ShengTian WEI Yang YANG XiaoDong DING JianLi |
| Institution: | 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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