About the Authors

Xiaoxiao Wang

Contributed equally to this work with: Xiaoxiao Wang, Liangjie Xu, Yanping Hao

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

wangxiaoxiao@whut.edu.cn

Affiliations School of Transportation, Wuhan University of Technology, Wuhan, Hubei, China, School of Civil and Transportation Engineering, Henan University of Urban Construction, Pingdingshan, Henan, China

Liangjie Xu

Contributed equally to this work with: Xiaoxiao Wang, Liangjie Xu, Yanping Hao

Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

Affiliation School of Transportation, Wuhan University of Technology, Wuhan, Hubei, China

Yanping Hao

Contributed equally to this work with: Xiaoxiao Wang, Liangjie Xu, Yanping Hao

Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – review & editing

Affiliation School of Transportation, Wuhan University of Technology, Wuhan, Hubei, China

Competing Interests

The authors have declared that no competing interests exist.