About the Authors

Qi Yang

Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations State Key Laboratory for Tunnel Engineering, Beijing, China, China University of Mining and Technology, Beijing, China

Zongjun Xia

Roles Conceptualization, Project administration, Resources, Software, Visualization

Affiliation China RAILWAY 15 BUREAU Group Corporation, Shanghai, China

Xiaodan Li

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

108840@cumtb.edu.cn

Affiliation State Key Laboratory for Tunnel Engineering, Beijing, China

Zhen Liu

Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliations State Key Laboratory for Tunnel Engineering, Beijing, China, China University of Mining and Technology, Beijing, China

Zhifei Chen

Roles Data curation, Validation, Visualization

Affiliation China RAILWAY 15 BUREAU Group Corporation, Shanghai, China

Jing Li

Roles Data curation, Supervision, Validation, Visualization

Affiliations State Key Laboratory for Tunnel Engineering, Beijing, China, China University of Mining and Technology, Beijing, China

Yangyang Wang

Roles Data curation, Supervision, Validation, Visualization

Affiliations State Key Laboratory for Tunnel Engineering, Beijing, China, China University of Mining and Technology, Beijing, China

Jinfeng Wang

Roles Data curation, Resources

Affiliation China RAILWAY 15 BUREAU Group Corporation, Shanghai, China

Competing Interests

The authors have declared that no competing interests exist.