About the Authors

Shengrui Zhang

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Management College of Ocean University of China, Qingdao, China

Guanghai Zhang

Roles Formal analysis, Methodology

Affiliation Management College of Ocean University of China, Qingdao, China

Hongrun Ju

Roles Conceptualization, Investigation, Visualization, Writing – review & editing

juhr@radi.ac.cn

Affiliation School of Tourism and Geography Science, Qingdao University, Qingdao, China

Competing Interests

The authors have declared that no competing interests exist.