About the Authors

Wen Li

Contributed equally to this work with: Wen Li, Jinfa Shi

Roles Conceptualization, Data curation

liwen@ncwu.edu.cn

Affiliation North China University of Water Resources and Electricity, Zhengzhou, China

Jinfa Shi

Contributed equally to this work with: Wen Li, Jinfa Shi

Roles Formal analysis, Funding acquisition

Affiliation North China University of Water Resources and Electricity, Zhengzhou, China

Qiting Zuo

Roles Methodology, Project administration

‡ QZ and JM also contributed equally to this work.

Affiliations School of Water Conservancy Engineering, Zhengzhou University, Zhengzho, China, Yellow River Institute for Ecological Protection & Regional Coordination Development, Zhengzho, China

Jianqin Ma

Roles Project administration, Resources

‡ QZ and JM also contributed equally to this work.

Affiliation North China University of Water Resources and Electricity, Zhengzhou, China

Meng Qiu

Roles Visualization, Writing – original draft

Affiliation Law School, Henan University of Economics and Law, Zhengzhou, China

Yushun Zhang

Roles Data curation

Affiliation Institute of Water Resources and Rural Water Conservancy, Henan Water Conservancy Science and Technology Application Center, Zhengzhou, China

Competing Interests

The authors have declared that no competing interests exist.