Yan Bai¹, Yanlan Liu², Lara M Kueppers³ and Xiaoyan Li¹, (1)Beijing Normal University, Faculty of Geographical Science, Beijing, China, (2)Stanford University, Department of Earth System Science, Stanford, CA, United States, (3)University of California Berkeley, Energy and Resources Group, Berkeley, CA, United States