IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i16p9366-d618480.html
   My bibliography  Save this article

Using Mobile Device Data to Track the Effects of the COVID-19 Pandemic on Spatiotemporal Patterns of National Park Visitation

Author

Listed:
  • John A. Kupfer

    (Department of Geography, University of South Carolina, Columbia, SC 29208, USA)

  • Zhenlong Li

    (Geoinformation and Big Data Research Laboratory, Department of Geography, University of South Carolina, Columbia, SC 29208, USA)

  • Huan Ning

    (Geoinformation and Big Data Research Laboratory, Department of Geography, University of South Carolina, Columbia, SC 29208, USA)

  • Xiao Huang

    (Department of Geosciences, University of Arkansas, Fayetteville, AR 72701, USA)

Abstract

Effective quantification of visitation is important for understanding many impacts of the COVID-19 pandemic on national parks and other protected areas. In this study, we mapped and analyzed the spatiotemporal patterns of visitation for six national parks in the western U.S., taking advantage of large mobility records sampled from mobile devices and released by SafeGraph as part of their Social Distancing Metric dataset. Based on comparisons with visitation statistics released by the U.S. National Park Service, our results confirmed that mobility records from digital devices can effectively capture park visitation patterns but with much finer spatiotemporal granularity. In general, triggers of visitation changes corresponded well with the parks’ management responses to COVID-19, with all six parks showing dramatic decreases in the number of visitors (compared to 2019) beginning in March 2020 and continuing through April and May. As restrictions were eased to promote access to the parks and the benefits associated with outdoor recreation, visitation in 2020 approached or even passed that from 2019 by late summer or early autumn at most of the parks. The results also revealed that parks initially saw the greatest increases in visitation after reopening originating from nearby states, with visitorship coming from a broader range of states as time passed. Our study highlights the capability of mobility data for providing spatiotemporally explicit knowledge of place visitation.

Suggested Citation

  • John A. Kupfer & Zhenlong Li & Huan Ning & Xiao Huang, 2021. "Using Mobile Device Data to Track the Effects of the COVID-19 Pandemic on Spatiotemporal Patterns of National Park Visitation," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:16:p:9366-:d:618480
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/16/9366/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/16/9366/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Samuelsson, Karl & Barthel, Stephan & Colding, Johan & Macassa, Gloria & Giusti, Matteo, 2020. "Urban nature as a source of resilience during social distancing amidst the coronavirus pandemic," OSF Preprints 3wx5a, Center for Open Science.
    2. Zoe M Volenec & Joel O Abraham & Alexander D Becker & Andy P Dobson, 2021. "Public parks and the pandemic: How park usage has been affected by COVID-19 policies," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-18, May.
    3. Craig E. Landry & John Bergstrom & John Salazar & Dylan Turner, 2021. "How Has the COVID‐19 Pandemic Affected Outdoor Recreation in the U.S.? A Revealed Preference Approach," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 443-457, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Emad B. Dawwas & Karen Dyson, 2021. "COVID-19 Changed Human-Nature Interactions across Green Space Types: Evidence of Change in Multiple Types of Activities from the West Bank, Palestine," Sustainability, MDPI, vol. 13(24), pages 1-21, December.
    2. Hanxue Wei & Xiao Huang & Sicheng Wang & Junyu Lu & Zhenlong Li & Liao Zhu, 2023. "A data-driven investigation on park visitation and income mixing of visitors in New York City," Environment and Planning B, , vol. 50(3), pages 796-813, March.

    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. Emad B. Dawwas & Karen Dyson, 2021. "COVID-19 Changed Human-Nature Interactions across Green Space Types: Evidence of Change in Multiple Types of Activities from the West Bank, Palestine," Sustainability, MDPI, vol. 13(24), pages 1-21, December.
    2. S. Brent Jackson & Kathryn T. Stevenson & Lincoln R. Larson & M. Nils Peterson & Erin Seekamp, 2021. "Outdoor Activity Participation Improves Adolescents’ Mental Health and Well-Being during the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(5), pages 1-18, March.
    3. Bruno Marques & Jacqueline McIntosh & Chitrakala Muthuveerappan & Krzysztof Herman, 2022. "The Importance of Outdoor Spaces during the COVID-19 Lockdown in Aotearoa—New Zealand," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    4. Diego Santos Vieira de Jesus & Daniel Kamlot & Veranise Jacubowski Correia Dubeux, 2020. "Innovation in the ‘New Normal’ Interactions, the Urban Space, and the Low Touch Economy: The Case of Rio de Janeiro in the Context of the COVID-19 pandemic," International Journal of Social Science Studies, Redfame publishing, vol. 8(5), pages 17-27, September.
    5. Carolina Mayen Huerta & Ariane Utomo, 2022. "Barriers Affecting Women’s Access to Urban Green Spaces during the COVID-19 Pandemic," Land, MDPI, vol. 11(4), pages 1-18, April.
    6. LU, Yi & Zhao, Jianting & Wu, Xueying & Lo, Siu Ming, 2020. "Escaping to nature in pandemic: a natural experiment of COVID-19 in Asian cities," SocArXiv rq8sn, Center for Open Science.
    7. Francisco Núñez & Elías Albornoz & Mariella Gutiérrez & Antonio Zumelzu, 2022. "Socially Sustainable Accessibility to Goods and Services in the Metropolitan Area of Concepción, Chile, Post-COVID-19," Sustainability, MDPI, vol. 14(21), pages 1-22, October.
    8. Christoph Lambio & Tillman Schmitz & Richard Elson & Jeffrey Butler & Alexandra Roth & Silke Feller & Nicolai Savaskan & Tobia Lakes, 2023. "Exploring the Spatial Relative Risk of COVID-19 in Berlin-Neukölln," IJERPH, MDPI, vol. 20(10), pages 1-22, May.
    9. Alexandra Jane Crossley & Alessio Russo, 2022. "Has the Pandemic Altered Public Perception of How Local Green Spaces Affect Quality of Life in the United Kingdom?," Sustainability, MDPI, vol. 14(13), pages 1-14, June.
    10. Sandra Rousseau & Nick Deschacht, 2020. "Public Awareness of Nature and the Environment During the COVID-19 Crisis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1149-1159, August.
    11. Yifeng Liu & Yuan Lai, 2024. "Analyzing jogging activity patterns and adaptation to public health regulation," Environment and Planning B, , vol. 51(3), pages 670-688, March.
    12. Hyungun Sung & Woo-Ram Kim & Jiyeon Oh & Samsu Lee & Peter Sang-Hoon Lee, 2022. "Are All Urban Parks Robust to the COVID-19 Pandemic? Focusing on Type, Functionality, and Accessibility," IJERPH, MDPI, vol. 19(10), pages 1-15, May.
    13. Fereniki Vatavali & Zoi Gareiou & Fotini Kehagia & Efthimios Zervas, 2020. "Impact of COVID-19 on Urban Everyday Life in Greece. Perceptions, Experiences and Practices of the Active Population," Sustainability, MDPI, vol. 12(22), pages 1-17, November.
    14. Monika Egerer & Elsa Anderson, 2020. "Social-Ecological Connectivity to Understand Ecosystem Service Provision across Networks in Urban Landscapes," Land, MDPI, vol. 9(12), pages 1-14, December.
    15. Joshua W Morse & Tatiana M Gladkikh & Diana M Hackenburg & Rachelle K Gould, 2020. "COVID-19 and human-nature relationships: Vermonters’ activities in nature and associated nonmaterial values during the pandemic," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-23, December.
    16. Xiangyou Shen & Megan MacDonald & Samuel W. Logan & Colby Parkinson & Lydia Gorrell & Bridget E. Hatfield, 2022. "Leisure Engagement during COVID-19 and Its Association with Mental Health and Wellbeing in U.S. Adults," IJERPH, MDPI, vol. 19(3), pages 1-22, January.
    17. Daymond, Tahlia & Andrew, Margaret E. & Kobryn, Halina T., 2023. "Crowdsourcing social values data: Flickr and public participation GIS provide different perspectives of ecosystem services in a remote coastal region," Ecosystem Services, Elsevier, vol. 64(C).
    18. Valentina Cattivelli, 2023. "Review and Analysis of the Motivations Associated with Urban Gardening in the Pandemic Period," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    19. Kukulska-Kozieł, Anita & Noszczyk, Tomasz & Gorzelany, Julia & Młocek, Wojciech, 2024. "Greenery in times of crisis: Accessibility, residents' travel preferences and the impact of travel time," Land Use Policy, Elsevier, vol. 141(C).
    20. S. Brent Jackson & Kathryn T. Stevenson & Lincoln R. Larson & M. Nils Peterson & Erin Seekamp, 2021. "Connection to Nature Boosts Adolescents’ Mental Well-Being during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(21), pages 1-24, November.

    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:gam:jsusta:v:13:y:2021:i:16:p:9366-:d:618480. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.