IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0285600.html
   My bibliography  Save this article

A study of the influence of sports venues on the intra-city population layout based on multi-source data—Taking Xi’an city and Zhengzhou city as examples

Author

Listed:
  • Shulin Zhang
  • Xuejie Zhang
  • Yang Liu

Abstract

Revealing the influence of sports sports venues on the population in the built-up areas of cities contributes to the high-quality development of cities and the well-being of people. This study applies kernel density estimation to characterize the distribution of sports venues using reclassified POI (Point of Information) data, visualizes the distribution of intra-city population using population raster data from the WorldPop database, and analyses the distribution of sports venues and the urban population in Xi’an and Zhengzhou cities in 2020 from both the general and local perspectives based on various regression methods, such as MGWR, GWR, and linear fitting. The results show that the distribution of sports venues in Xi’an and Zhengzhou cities in 2020 was a good indicator of the population. The spatial distribution of sports venues and the population within the cities have a centre-periphery structure. From the global perspective, the distribution of sports venues is positively correlated with the intra-city population, and the promoting effect is significant. From the local perspective, the effect is spatially heterogeneous. Finally, this study explores the rationality of the complex impact and indicates that the research methodology can provide a reliable reference for other cities.

Suggested Citation

  • Shulin Zhang & Xuejie Zhang & Yang Liu, 2023. "A study of the influence of sports venues on the intra-city population layout based on multi-source data—Taking Xi’an city and Zhengzhou city as examples," PLOS ONE, Public Library of Science, vol. 18(5), pages 1-16, May.
    • Handle: RePEc:plo:pone00:0285600
    DOI: 10.1371/journal.pone.0285600
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0285600
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0285600&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0285600?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hsin-Yu Shih & Ying-Sheng Yao, 2020. "Indicators of Low-Carbon Management in the Leisure Industry: Research Using Examples in Taiwan and China," Sustainability, MDPI, vol. 12(10), pages 1-20, May.
    2. Ivo Šlaus & Garry Jacobs, 2011. "Human Capital and Sustainability," Sustainability, MDPI, vol. 3(1), pages 1-58, January.
    3. Zihan Tong & Zhenxing Kong & Xiao Jia & Hanyue Zhang & Yimin Zhang, 2022. "Multiscale Impact of Environmental and Socio-Economic Factors on Low Physical Fitness among Chinese Adolescents and Regionalized Coping Strategies," IJERPH, MDPI, vol. 19(20), pages 1-24, October.
    4. Liu Jin & Zongqi Wang & Xiaohong Chen, 2022. "Spatial Distribution Characteristics and Influencing Factors of Traditional Villages on the Tibetan Plateau in China," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    5. Yingzi Chen & Yaqi Hu & Lina Lai, 2022. "Demography-Oriented Urban Spatial Matching of Service Facilities: Case Study of Changchun, China," Land, MDPI, vol. 11(10), pages 1-22, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ionuț Jianu & Marin Dinu & Dragoș Huru & Alexandru Bodislav, 2021. "Examining the Relationship between Income Inequality and Growth from the Perspective of EU Member States’ Stage of Development," Sustainability, MDPI, vol. 13(9), pages 1-16, May.
    2. Jun Zhang & Runni Zhang & Qilun Li & Xue Zhang & Xiong He, 2023. "Spatial Sifferentiation and Differentiated Development Paths of Traditional Villages in Yunnan Province," Land, MDPI, vol. 12(9), pages 1-18, August.
    3. Lin Qi & Jun Dong & Rongrong Yu, 2025. "Analysis of Spatial Layout Influencing Factors in National Forest Tourism Villages: A Case Study of Liaoning Province," Land, MDPI, vol. 14(4), pages 1-22, April.
    4. Yihe Huang & Shouyun Shen & Wenmin Hu & Yurou Li & Guo Li, 2022. "Construction of Cultural Heritage Tourism Corridor for the Dissemination of Historical Culture: A Case Study of Typical Mountainous Multi-Ethnic Area in China," Land, MDPI, vol. 12(1), pages 1-17, December.
    5. Yunxing Zhang & Meiyu Yang & Ziyang Li & Weizhen Li & Chenchen Lu & Zhigang Li & Haidong Li & Feifei Zhai, 2023. "Study on the Spatial Distribution Characteristics and Influencing Factors in the Reuse of National Industrial Heritage Sites in China," Sustainability, MDPI, vol. 15(24), pages 1-24, December.
    6. Xiaogang Feng & Moqing Hu & Sekhar Somenahalli & Wenbin Zhang & Kunyan Liu & Meng Li & Zaihui Zhou & Fengxia Li, 2025. "Study on the Spatial Morphology of Ando Tibetan Traditional Villages in China: A Case of Traditional Villages in Huangnan Prefecture," Sustainability, MDPI, vol. 17(4), pages 1-20, February.
    7. Ioan G. Pop & Sebastian Văduva & Mihai-Florin Talpoș, 2017. "Energetic Sustainability and the Environment: A Transdisciplinary, Economic–Ecological Approach," Sustainability, MDPI, vol. 9(6), pages 1-12, May.
    8. Jiaqi Zhang & Rongrong Zhang & Jiaqi Fan & Xiaoke Guan & Hui Liang, 2025. "Spatiotemporal Dynamics of Urban and Rural Settlements in Tanzania (1975–2020): Drivers, Patterns, and Regional Disparities," Land, MDPI, vol. 14(6), pages 1-19, June.
    9. Zihan Tong & Zhenxing Kong & Xiao Jia & Jingjing Yu & Tingting Sun & Yimin Zhang, 2023. "Spatial Heterogeneity and Regional Clustering of Factors Influencing Chinese Adolescents’ Physical Fitness," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    10. Qiao Wang & Wenwen Liu & Liang Mao, 2023. "Spatial Evolution of Traditional Village Dwellings in Heilongjiang Province," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
    11. Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2021. "Do educational levels influence the environmental quality? The role of renewable and non-renewable energy demand in selected BRICS countries with a new policy perspective," Renewable Energy, Elsevier, vol. 164(C), pages 419-432.
    12. Yoojin Yi & Euijune Kim & Eunjin Choi, 2017. "Linkage among School Performance, Housing Prices, and Residential Mobility," Sustainability, MDPI, vol. 9(6), pages 1-18, June.
    13. Thi-Thu-Hien Le & Trung Tran & Thi-Phuong-Thao Trinh & Chi-Thanh Nguyen & Thuy-Phuong-Tram Nguyen & Thu-Trang Vuong & Thi-Hanh Vu & Dieu-Quynh Bui & Ha-My Vuong & Phuong-Hanh Hoang & Minh-Hoang Nguyen, 2019. "Reading Habits, Socioeconomic Conditions, Occupational Aspiration and Academic Achievement in Vietnamese Junior High School Students," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    14. Wei Wang & Qianfei Shi & Guoyu Wang, 2024. "Analysis of Performance and Genetic Characteristics of Cultural Landscapes in Traditional Villages along the Jinzhong Section of the Wanli Tea Road from a Landscape Gene Information Chain Perspective:," Sustainability, MDPI, vol. 16(18), pages 1-25, September.
    15. Yipeng Ge & Yang Liu & Yueshan Ma & Zihan Qin & Qizheng Gan & Nan Li, 2024. "A Study on the Spatial, Structural, and Cultural Differentiation of Traditional Villages in Western Henan Using Geographic Detectors and ArcGIS," Sustainability, MDPI, vol. 16(23), pages 1-28, November.
    16. Menghan Zhang & Yue Yu & Meizi Liu & Jingyi Liu, 2024. "Opportunities for China’s Agricultural Heritage Systems under the “Digital Nomadism” Trend—A Stakeholder-Weighted Approach," Sustainability, MDPI, vol. 16(7), pages 1-21, March.
    17. Hai Xiao & Congli Xue & Jiahao Yu & Chuwei Yu & Guoqiang Peng, 2023. "Spatial Morphological Characteristics of Ethnic Villages in the Dadu River Basin, a Sino-Tibetan Area of Sichuan, China," Land, MDPI, vol. 12(9), pages 1-16, August.
    18. Haoran Su & Chang Liu & Donghui Dai & Wenkai Chen & Zhen Zhang & Yaowu Wang, 2023. "Distribution Characteristics and Influencing Factors of the National Comprehensive Disaster-Reduction Demonstration Community in China," Land, MDPI, vol. 12(8), pages 1-30, August.
    19. Jin Yang & Chen Xu & Zhiyong Fang & Yuanbo Shi, 2022. "Spatial Distribution Characteristics and Driving Factors of Rural Revitalization Model Villages in the Yangtze River Delta," Land, MDPI, vol. 11(11), pages 1-22, October.
    20. Adipandang Yudono & Firman Afrianto & Annisa Dira Hariyanto, 2023. "The Evaluation of Geographical Health Facilities Structure in Makassar City, Indonesia," IJERPH, MDPI, vol. 20(6), pages 1-21, March.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0285600. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.