About the Authors

Minan Yang

Roles Conceptualization, Funding acquisition, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliations School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou, China, School of Architecture and Urban Planning, Lanzhou Jiaotong University, Lanzhou, China

Yongsheng Qian

Roles Conceptualization, Funding acquisition, Project administration

qianyongsheng@mail.lzjtu.cn

Affiliation School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou, China

Xin Li

Roles Software, Visualization, Writing – original draft

Affiliation School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou, China

Yueqing Ou

Roles Data curation, Methodology, Software, Visualization, Writing – original draft

Affiliation School of Architecture and Urban Planning, Lanzhou Jiaotong University, Lanzhou, China

Junwei Zeng

Roles Supervision, Validation

Affiliation School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou, China

Competing Interests

The authors declare that there are no conflicts of interest regarding the publication of this paper.