About the Authors

Pengfei An

Roles Software, Writing – original draft, Writing – review & editing

Affiliations College of Resource and Environmental Science, Hebei Normal University, Shijiazhuang, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, China

Can Li

Roles Funding acquisition, Project administration

lican3008@126.com (CL); fengxm0310@126.com (XF)

Affiliations College of Resource and Environmental Science, Hebei Normal University, Shijiazhuang, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, China

Yajing Duan

Roles Writing – review & editing

Affiliation Shijiazhuang Public Resources Trading & Service Center, Shijiazhuang, China

Jingfeng Ge

Roles Funding acquisition, Writing – review & editing

Affiliations College of Resource and Environmental Science, Hebei Normal University, Shijiazhuang, China, Hebei Key Laboratory of Environmental Change and Ecological Construction, Shijiazhuang, China

Xiaomiao Feng

Roles Conceptualization, Writing – review & editing

lican3008@126.com (CL); fengxm0310@126.com (XF)

Affiliation College of Resources and Environment, Shijiazhuang University, Shijiazhuang, Hebei Province, China

Competing Interests

The authors have declared that no competing interests exist.