About the Authors

Yingjun Jiang

Contributed equally to this work with: Yingjun Jiang, Jiangtao Fan

Roles Conceptualization, Investigation, Validation, Visualization, Writing – original draft

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Jiangtao Fan

Contributed equally to this work with: Yingjun Jiang, Jiangtao Fan

Roles Data curation, Investigation, Methodology, Validation, Writing – original draft

2020021070@chd.edu.cn

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Yong Yi

Roles Data curation, Methodology, Validation

‡ These authors also contributed equally to this work.

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Tian Tian

Roles Investigation, Methodology, Visualization

‡ These authors also contributed equally to this work.

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Kejia Yuan

Roles Data curation, Supervision, Validation

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Changqing Deng

Roles Methodology, Writing – review & editing

Affiliation Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’ an University, Xi’an, China

Competing Interests

The authors have declared that no competing interests exist.