About the Authors

Liwenze He

Roles Formal analysis, Funding acquisition, Visualization, Writing – original draft

Affiliation Department of Civil Engineering, Chengdu Technological University, Chengdu, China

Jintao Yan

Roles Data curation, Visualization

Affiliation School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, China

Lin Wang

Roles Data curation, Software

Affiliation School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, China

Jiaming Ni

Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

njming1@cdtu.edu.cn

Affiliation Department of Civil Engineering, Chengdu Technological University, Chengdu, China

Xi Li

Roles Methodology, Supervision

Affiliation School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu, China

Ping Li

Roles Data curation, Validation

Affiliation Department of Civil Engineering, Chengdu Technological University, Chengdu, China

Haiquan Li

Roles Project administration, Visualization

Affiliation Faculty of Environmental Science and Engineering, Southwest Jiaotong University, Chengdu, China

Yu Chen

Roles Supervision, Validation

Affiliation Faculty of Environmental Science and Engineering, Southwest Jiaotong University, Chengdu, China

Ying Liu

Roles Supervision, Validation

Affiliation Faculty of Environmental Science and Engineering, Southwest Jiaotong University, Chengdu, China

Competing Interests

The authors have declared that no competing interests exist.