About the Authors

Changwei Yuan

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

Affiliations College of Transportation Engineering, Chang’an University, Xi’an, China, Engineering Research Center of Highway Infrastructure Digitalization, Ministry of Education, Xi’an, China, Xi’an Key Laboratory of Digitalization of Transportation Infrastructure Construction and Management, Xi’an, China

Yaxin Duan

Roles Conceptualization, Data curation, Methodology, Visualization, Writing – original draft, Writing – review & editing

2018023005@chd.edu.cn

Affiliation College of Transportation Engineering, Chang’an University, Xi’an, China

Xinhua Mao

Roles Writing – original draft, Writing – review & editing

Affiliations College of Transportation Engineering, Chang’an University, Xi’an, China, Engineering Research Center of Highway Infrastructure Digitalization, Ministry of Education, Xi’an, China, Xi’an Key Laboratory of Digitalization of Transportation Infrastructure Construction and Management, Xi’an, China, Department of Civil and Environmental Engineering, University of Waterloo, Waterloo, Canada

Ningyuan Ma

Roles Data curation, Writing – original draft

Affiliation College of Transportation Engineering, Chang’an University, Xi’an, China

Jiannan Zhao

Roles Data curation, Writing – review & editing

Affiliation College of Transportation Engineering, Chang’an University, Xi’an, China

Competing Interests

The authors have declared that no competing interests exist.