About the Authors

Yuntao Yang

Contributed equally to this work with: Yuntao Yang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft

Affiliation Transportation Institute, Inner Mongolia University, Hohhot, Inner Mongolia, China

Hong Zhang

Roles Project administration, Writing – review & editing

zhanghong3537@126.com

Affiliation Transportation Institute, Inner Mongolia University, Hohhot, Inner Mongolia, China

Longqi Liu

Roles Conceptualization, Formal analysis, Project administration, Resources, Writing – review & editing

‡ BZ and BS also contributed equally to this work.

Affiliation Transportation Institute, Inner Mongolia University, Hohhot, Inner Mongolia, China

Baolei Zhu

Roles Data curation, Project administration, Resources, Software

‡ BZ and BS also contributed equally to this work.

Affiliation Transportation Institute, Inner Mongolia University, Hohhot, Inner Mongolia, China

Bingjie Song

Roles Data curation, Resources, Software, Writing – original draft

‡ BZ and BS also contributed equally to this work.

Affiliation Transportation Institute, Inner Mongolia University, Hohhot, Inner Mongolia, China

Competing Interests

The authors have declared that no competing interests exist.