About the Authors

Rengye Zhao

Roles Data curation, Funding acquisition, Writing – original draft

shuaige862023@163.com

Affiliation CCCC First Highway Consultants Co., Ltd., Xi’an, Shaanxi, China

Shengliang Cao

Roles Conceptualization, Formal analysis, Software, Writing – review & editing

Affiliation CCCC First Highway Consultants Co., Ltd., Xi’an, Shaanxi, China

Bowen Ni

Roles Data curation, Formal analysis, Investigation

Affiliations CCCC First Highway Consultants Co., Ltd., Xi’an, Shaanxi, China, School of Highway, Chang’an University, Xi’an, Shaanxi, China

Zhao Liu

Roles Conceptualization, Investigation

Affiliation CCCC First Highway Consultants Co., Ltd., Xi’an, Shaanxi, China

Competing Interests

The authors have declared that no competing interests exist.