About the Authors

Ziqian Wang

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

Affiliation School of Water Conservancy and Environment, University of Jinan, Jinan, China

Bo Hu

Roles Methodology, Supervision, Validation

Affiliation School of Water Conservancy and Environment, University of Jinan, Jinan, China

Yanxia Hu

Roles Methodology, Supervision, Validation

Affiliation School of Water Conservancy and Environment, University of Jinan, Jinan, China

Xianmin Wu

Roles Data curation, Resources, Validation

Affiliation Qingdao Water Conservancy Survey and Design Institute, Qingdao, China

Luxia Liu

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Visualization, Writing – review & editing

stu_liulx@ujn.edu.cn

Affiliation School of Water Conservancy and Environment, University of Jinan, Jinan, China

Competing Interests

The authors have declared that no competing interests exist.