1. Engineering Laboratory of Spatial Information Technology of Highway Geological Disaster Early Warning in Hunan Province, Changsha University of Science & Technology, Changsha 410114, China
2. School of Traffic & Transportation Engineering, Changsha University of Science & Technology, Changsha 410114, China
3. School of Geography and Planning, Sun Yat-sen University, Guangzhou 510006, China