About the Authors

Miaomiao Ma

Roles Methodology, Writing – original draft

Affiliations Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Hebei GEO University, Shijiazhuang, China, Hebei Province Key Laboratory of Sustained Utilization & Development of Water Resources, Shijiazhuang, China

Yanbo Yu

Roles Investigation, Software

Affiliations Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Hebei GEO University, Shijiazhuang, China, Hebei Province Key Laboratory of Sustained Utilization & Development of Water Resources, Shijiazhuang, China

Baizhong Yan

Roles Data curation, Funding acquisition

jluybz@126.com

Affiliations Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Hebei GEO University, Shijiazhuang, China, Hebei Province Key Laboratory of Sustained Utilization & Development of Water Resources, Shijiazhuang, China

Yapeng Tuo

Roles Data curation, Resources

Affiliations Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Hebei GEO University, Shijiazhuang, China, Hebei Province Key Laboratory of Sustained Utilization & Development of Water Resources, Shijiazhuang, China

Junbai Gai

Roles Formal analysis, Resources

Affiliations Hebei Province Collaborative Innovation Center for Sustainable Utilization of Water Resources and Optimization of Industrial Structure, Hebei GEO University, Shijiazhuang, China, Hebei Province Key Laboratory of Sustained Utilization & Development of Water Resources, Shijiazhuang, China

Competing Interests

The authors have declared that no competing interests exist.