About the Authors

Qiliang Liu

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

Affiliation School of Civil Engineering, Science and Technology College of Hubei University of Arts and Science, Xiangyang, China

Jing Xiang

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

Affiliation School of Civil Engineering and Architecture, Hubei University of Arts and Science, Xiangyang, China

Xiaomeng Yin

Roles Conceptualization, Data curation, Funding acquisition, Supervision, Writing – review & editing

xiaomenghehehe@163.com

Affiliations School of Civil Engineering and Architecture, Hubei University of Arts and Science, Xiangyang, China, Hubei Key Laboratory of Vehicle-Infrastructure Collaboration and Traffic Control (Hubei University of Arts and Science), Xiangyang, China

Kun Song

Roles Data curation, Validation, Writing – review & editing

Affiliation Hubei Key Laboratory of Disaster Prevention and Mitigation, China Three Gorges University, Yichang, China

Competing Interests

The authors have declared that no competing interests exist.