Spatiotemporal dynamics of land surface temperature in Yunnan,China:Interpreting multi-temporal drivers using eXtreme Gradient Boosting(XGBoost)and SHapley Additive exPlanations(SHAP)OA
Spatiotemporal dynamics of land surface temperature in Yunnan,China:Interpreting multi-temporal drivers using eXtreme Gradient Boosting(XGBoost)and SHapley Additive exPlanations(SHAP)
LIAO Chaolian;HE Xudong;LONG Xiaomin;WAN Ailing;ZHOU Ruliang;WANG Yanxia
College of Soil and Water Conservation,Southwest Forestry University,Kunming,650224,ChinaCollege of Pharmaceutical Science,Yunnan University of Chinese Medicine,Kunming,650500,ChinaCollege of Water Conservancy,Yunnan Agricultural University,Kunming,650201,ChinaCollege of Soil and Water Conservation,Southwest Forestry University,Kunming,650224,ChinaCollege of Soil and Water Conservation,Southwest Forestry University,Kunming,650224,ChinaCollege of Soil and Water Conservation,Southwest Forestry University,Kunming,650224,China
Land surface temperature(LST)Sen's slope analysisMann-Kendall testDriving mechanismeXtreme Gradient Boosting(XGBoost)SHapley Additive exPlanations(SHAP)Yunnan
Land surface temperature(LST)Sen's slope analysisMann-Kendall testDriving mechanismeXtreme Gradient Boosting(XGBoost)SHapley Additive exPlanations(SHAP)Yunnan
《区域可持续发展（英文）》 2026 (3)
53-73,21
This study was supported by the National Natural Science Foundation of China(42061004),the Youth Special Project of Xing Dian Talent Support Program of Yunnan Province,China(XDYC-QNRC-2022-0230),the Open Subjects of First-class Disciplines in Soil and Water Conservation and Desertification Control in Yunnan Province,China(SBK20240021),and the Special Project for Building a Science and Technology Innovation Center for South and Southeast Asia,China(202503AP140004).
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