Research on the spatial structure of desert tourism flow based on ecological digital footprints: a case study of Ningxia

Based on the analysis of tourists’ digital footprints from 2018 to 2022, this paper examines the desert tourism in the Upper Reaches of the Yellow River in Ningxia, China. By combining social network analysis and ArcGIS methods, it visually presents the spatial network structure characteristics of t...

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Bibliographic Details
Main Authors: Baoling Dong, Xiaowei Guo, Qiang Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Environmental Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2025.1544890/full
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