Academy of Disaster Reduction and Emergency Management/State Key Laboratory of Earth Surface Proc-ess and Resource Ecology;
Beijing Normal University;
Beijing 100875;
China;
Institute of Geographic Sciences and Natural Resources Research;
CAS;
Beijing 100101;
China;