About the Authors

Lihua Liu

Roles Conceptualization, Methodology, Software, Writing – original draft, Writing – review & editing

30070602@huuc.edu.cn

Affiliation School of Civil and Transportation Engineering, Henan University of Urban Construction, Pingdingshan City, China

Zhaoyu Sun

Roles Data curation, Validation, Visualization

Affiliation School of Civil and Transportation Engineering, Henan University of Urban Construction, Pingdingshan City, China

Competing Interests

The authors have declared that no competing interests exist.