About the Authors
- Deng Zhao
-
Roles Conceptualization, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Writing – original draft
Affiliations School of Public Administration, Yanshan University, Qinhuangdao City, Hebei Province, China, HEKRI of Marine Economy and Coastal Economic Zone, Hebei Normal University of Science and Technology, Qinhuangdao City, Hebei Province, China
- Xu Dongmei
-
Roles Conceptualization, Data curation, Investigation, Visualization
Affiliation School of Public Administration, Yanshan University, Qinhuangdao City, Hebei Province, China
- Zhou Yutao
-
Roles Formal analysis, Visualization
Affiliation College of Transportation Engineering, Dalian Maritime University, Dalian City, Liaoning Province, China
- Daun Wei
-
Roles Data curation, Funding acquisition, Project administration, Writing – review & editing
Affiliation College of Transportation Engineering, Dalian Maritime University, Dalian City, Liaoning Province, China
Competing Interests
There is no conflict of interest in the submission of this manuscript, and the manuscript is approved by all authors for publication, in whole or in part.