About the Authors

Jianping Gao

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation School of Civil Engineering, Chongqing Jiaotong University, Chongqing, China

Xin Huang

Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Civil Engineering, Chongqing Jiaotong University, Chongqing, China

Yunyong He

Roles Conceptualization, Funding acquisition, Project administration, Supervision

heyunyong@schdri.com

Affiliation Sichuan Highway Planning, Survey, Design and Research Institute ltd., Chengdu, China

Enhuai He

Roles Investigation

Affiliation Sichuan Highway Planning, Survey, Design and Research Institute ltd., Chengdu, China

Lu Sun

Roles Resources

Affiliation Sichuan Highway Planning, Survey, Design and Research Institute ltd., Chengdu, China

Changfeng Yang

Roles Data curation

Affiliation Sichuan Highway Planning, Survey, Design and Research Institute ltd., Chengdu, China

Competing Interests

The authors have declared that no competing interests exist.