About the Authors

Hongyuan Shen

Contributed equally to this work with: Hongyuan Shen, Panyu Xiong

Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Writing – review & editing

511216963@qq.com

Affiliation School of Economics and Management, Southwest University of Science and Technology, Mianyang, China

Panyu Xiong

Contributed equally to this work with: Hongyuan Shen, Panyu Xiong

Roles Conceptualization, Formal analysis, Project administration, Supervision, Visualization, Writing – review & editing

Affiliation School of Economics and Management, Southwest University of Science and Technology, Mianyang, China

Linfeng Yang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft

Affiliation School of Economics and Management, Southwest University of Science and Technology, Mianyang, China

Ling Zhou

Roles Conceptualization, Investigation, Resources, Supervision, Validation

Affiliation China Three Gorges Group Basin Management Center, Yibin, China

Competing Interests

The authors have declared that no competing interests exist.