About the Authors

Ning Zuo

Roles Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

zuoning_2024@163.com

Affiliations Southwest Research Institute for Hydraulic and Water Transport Engineering, Chongqing Jiaotong University, Chongqing, China, Key Laboratory of Inland Waterway Regulation Technology Transportation Industry, Chongqing, China

JinChao He

Roles Conceptualization, Data curation

Affiliations Southwest Research Institute for Hydraulic and Water Transport Engineering, Chongqing Jiaotong University, Chongqing, China, Key Laboratory of Inland Waterway Regulation Technology Transportation Industry, Chongqing, China

XueMei Tan

Roles Investigation, Methodology, Project administration, Resources, Software

Affiliation College of Environment and Resources, Chongqing Technology and Business University, Chongqing, China.

Competing Interests

The authors have declared that no competing interests exist.