About the Authors

Zhi Li

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

lizhi08@hebtu.edu.cn

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei, China, Hebei Technology Innovation Center for Remote Sensing Identification of Environmental Change, Shijiazhuang, Hebei, China, Hebei Key Research Institute of Humanities and Social Sciences at Universities “GeoComputation and Planning Center of Hebei Normal University”, Shijiazhuang, Hebei, China

Competing Interests

The authors have declared that no competing interests exist.