Sheng CHANG1,2, Jing'ai WANG1,2, Yongdeng LEI1,2, Liang MA1, Qunfang LI1 1School of Geography and Remote Sensing Science, Beijing Normal University, Beijing 100875, China; 2Key Laboratory of Regional Geography, Beijing Normal University, Beijing 100875, China