Dynamic evolution of spatiotemporal behavioral patterns in desert tourism: insights from big trajectory data
文献类型：期刊论文
| 作者 | Wang, Shenghong1,2,3; Yang, Yang4; Tan, Yuwei3; Chen, Jiaqi3; Hu, Sike3; Liu, Jun3 |
| 刊名 | ASIA PACIFIC JOURNAL OF TOURISM RESEARCH
 |
| 出版日期 | 2025-06-10 |
| 卷号 | N/A |
| 关键词 | Desert tourism spatiotemporal patterns DBSCAN big trajectory data mining dynamic evolution |
| ISSN号 | 1094-1665 |
| DOI | 10.1080/10941665.2025.2511784 |
| 产权排序 | 1 |
| 文献子类 | Article ; Early Access |
| 英文摘要 | Revealing the dynamic changes in the spatiotemporal patterns of tourist movement is crucial for optimizing sustainable development strategies in tourist destinations. This study employs an enhanced DBSCAN (Density-Based Spatial Clustering of Applications with Noise) algorithm alongside a method for interpreting spatiotemporal patterns. Utilizing this approach, we analyze extensive trajectory data from 2018 to 2021 to identify changes in the spatiotemporal patterns of tourists in the Kubuqi Desert, a representative desert tourism destination in China. Our findings reveal a significant increase in average travel distance (+274.3%) and a decrease in travel time (-8.8%) during the second period (2020-2021). Eight patterns were identified in the first period (2018-2019), whereas only five were recognized in the second period, indicating a reduction in pattern heterogeneity. The tourism areas became more compact in the second period and expanded westward with the emergence of new tourist cities. Finally, we discuss the implications of these findings. |
| URL标识 | 查看原文 |
| WOS关键词 | MOVEMENT PATTERNS ; K-MEANS ; GPS ; MOBILITY |
| WOS研究方向 | Social Sciences - Other Topics |
| 语种 | 英语 |
| WOS记录号 | WOS:001505411000001 |
| 出版者 | ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/214619]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Liu, Jun |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing, Peoples R China; 2.Chinese Acad Sci, Nat Resources Res, Beijing, Peoples R China; 3.Sichuan Univ, Tourism Sch, Chengdu, Peoples R China; 4.Temple Univ, Sch Sport Tourism & Hospitality Management, Philadelphia, PA USA |
| 推荐引用方式 GB/T 7714 | Wang, Shenghong,Yang, Yang,Tan, Yuwei,et al. Dynamic evolution of spatiotemporal behavioral patterns in desert tourism: insights from big trajectory data[J]. ASIA PACIFIC JOURNAL OF TOURISM RESEARCH,2025,N/A. |
| APA | Wang, Shenghong,Yang, Yang,Tan, Yuwei,Chen, Jiaqi,Hu, Sike,&Liu, Jun.(2025).Dynamic evolution of spatiotemporal behavioral patterns in desert tourism: insights from big trajectory data.ASIA PACIFIC JOURNAL OF TOURISM RESEARCH,N/A. |
| MLA | Wang, Shenghong,et al."Dynamic evolution of spatiotemporal behavioral patterns in desert tourism: insights from big trajectory data".ASIA PACIFIC JOURNAL OF TOURISM RESEARCH N/A(2025). |
入库方式： OAI收割
来源：地理科学与资源研究所
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