About the Authors

Shaolei Guo

Roles Writing – review & editing

Affiliation School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, China

Shifeng Sun

Roles Writing – review & editing

Affiliation School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, China

Xianqi Zhang

Roles Data curation

1035136450@qq.com

Affiliations School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, China, Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering, Zhengzhou, China, Technology Research Center of Water Conservancy and Marine Traffic Engineering, Zhengzhou, Henan Province, China

Yang Yang

Roles Methodology

Affiliation School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, China

Yupeng Zheng

Roles Data curation

Affiliation School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, China

Competing Interests

The authors have declared that no competing interests exist.