About the Authors

Xin Chen

Roles Conceptualization, Data curation, Methodology, Writing – original draft

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei Province, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei Province, China

Can Li

Roles Funding acquisition, Project administration, Supervision

lican3008@126.com (CL); gejingfeng@hebtu.edu.cn (JG)

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei Province, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei Province, China

Huixia Li

Roles Project administration, Supervision, Writing – review & editing

Affiliation Hebei Academy of Social Sciences, Shijiazhuang, Hebei Province, China

Jingfeng Ge

Roles Funding acquisition, Writing – review & editing

lican3008@126.com (CL); gejingfeng@hebtu.edu.cn (JG)

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei Province, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei Province, China

Wengang Wang

Roles Writing – review & editing

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei Province, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei Province, China

Pengfei An

Roles Writing – review & editing

Affiliations School of Geographical Sciences, Hebei Normal University, Shijiazhuang, Hebei Province, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, Hebei Province, China

Competing Interests

The authors have declared that no competing interests exist.