About the Authors

Xiaoyan Huo

Roles Conceptualization, Formal analysis, Investigation, Project administration, Resources, Writing – original draft

huoxiaoyan85021@163.com

Affiliations School of Urban Geology and Engineering, Hebei GEO University, Hebei, China, Hebei Technology Innovation Center for Intelligent, Development and Control of Underground Built Environment, Beijing, China

Shiya Gao

Roles Investigation, Methodology, Writing – review & editing

Affiliations School of Urban Geology and Engineering, Hebei GEO University, Hebei, China, Hebei Technology Innovation Center for Intelligent, Development and Control of Underground Built Environment, Beijing, China

Huiyang Zhang

Roles Investigation, Methodology, Writing – review & editing

Affiliations School of Urban Geology and Engineering, Hebei GEO University, Hebei, China, Hebei Technology Innovation Center for Intelligent, Development and Control of Underground Built Environment, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.