About the Authors

Tong Wang

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

Affiliation School of Safety Science and Engineering, Chongqing University of Science & Technology, Chongqing, China,

Yi Qin

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

qinyi2011@126.com

Affiliations School of Safety Science and Engineering, Chongqing University of Science & Technology, Chongqing, China,, Key Laboratory of Gas and Fire Control for Coal Mines, China University of Mining and Technology, Xuzhou, Jiangsu, China, China Academy of Safety Science and Technology, Beijing, China

Zhihao Zhang

Roles Methodology

Affiliation Nanchong Vocational College of Science and Technology, Nanchong, Sichuan, China

Yue Xiang

Roles Validation

Affiliation School of Safety Science and Engineering, Chongqing University of Science & Technology, Chongqing, China,

Xiong Zhu

Roles Validation

Affiliation The Eleventh Engineering Bureau of Hydropower and Water Resources, Zhengzhou, Henan, China

Tao Fan

Roles Investigation

Affiliation China Academy of Safety Science and Technology, Beijing, China

Competing Interests

The authors have declared that no competing interests exist.