1Institute of Geography Sciences and Resources Research, Chinese Academy of Sciences, Beijing 100101, China; 2Graduate University of Chinese Academy of Sciences, Beijing 100039, China; 3College of Tourism, Hunan Normal Un iversity, Changsha 410081, China