1. School of Transportation Science and Engineering, Beihang University, Beijing, China
2. Department of Geography, Srinakharinwirot University, Bangkok, Thailand
3. Department of Geography and Environmental Studies, California State University San Bernardino, San Bernardino, CA, USA