LIU Xuebang, Beijing Normal University, Beijing, China, Bin He, Beijing Normal University, College of Global Change and Earth System Science, Beijing, China and Lanlan Guo, Beijing Normal University, Academy of Disaster Reduction and Emergency Management, School of Geography, Beijing, China