About the Authors

Liang Cheng

Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

colgate77@163.com

Affiliations College of Geography and Environmental Science, Northwest Normal University, Lanzhou, China, Key Laboratory of Resource Environment and Sustainable Development of Oasis, Gansu Province, Lanzhou, China

Yulong Gao

Roles Data curation, Formal analysis, Investigation, Software, Visualization, Writing – original draft

Affiliation College of Geography and Environmental Science, Northwest Normal University, Lanzhou, China

Xinglong Dai

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation College of Geography and Environmental Science, Northwest Normal University, Lanzhou, China

Competing Interests

The authors have declared that no competing interests exist.