1. College of Resources Environment and Tourism, Capital Normal University, Beijing, China
2. Beijing Advanced Innovation Center for Imaging Technology, Capital Normal University, Beijing, China
3. Department of Geography, University at Buffalo, The State University of New York, Buffalo, NY, USA