https://orcid.org/0000-0002-8860-0312
About the Authors
- Lei Gao
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Contributed equally to this work with: Lei Gao, Xiaoxue Liu
Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing
* E-mail: gaolei0410@hotmail.com
Affiliation School of Economics and Management, Institute of Disaster Prevention, Sanhe, China
- Xiaoxue Liu
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Contributed equally to this work with: Lei Gao, Xiaoxue Liu
Roles Data curation, Methodology, Software, Writing – original draft
Affiliations School of Economics and Management, Institute of Disaster Prevention, Sanhe, China, Department of Disciplines and Graduate Studies, Institute of Disaster Prevention, Sanhe, China
- Yiming Zhao
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Roles Formal analysis, Software, Writing – review & editing
Affiliations School of Economics and Management, Institute of Disaster Prevention, Sanhe, China, Department of Disciplines and Graduate Studies, Institute of Disaster Prevention, Sanhe, China
- Longjie Chen
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Roles Funding acquisition, Project administration, Resources, Supervision
Affiliation School of Economics and Management, Institute of Disaster Prevention, Sanhe, China
- Yihua Que
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Roles Investigation, Visualization
Affiliation School of Economics and Management, Institute of Disaster Prevention, Sanhe, China
- Zining Wang
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Roles Funding acquisition, Visualization
Affiliation School of Economics and Management, Institute of Disaster Prevention, Sanhe, China
Competing Interests
The authors have declared that no competing interests exist.