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. 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.
    3. 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.
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Jordi Honey-Rosés & Oscar Zapata, 2023. "Green Spaces with Fewer People Improve Self-Reported Affective Experience and Mood," IJERPH, MDPI, vol. 20(2), pages 1-10, January.
    11. Ju-hyoung Lee & Madalitso Mkandawire & Patrick Niyigena & Abonisiwe Xotyeni & Edwin Itamba & Sylvester Siame, 2022. "Impact of COVID-19 Lock-Downs on Nature Connection in Southern and Eastern Africa," Land, MDPI, vol. 11(6), pages 1-16, June.
    12. Leyla Deniz Kiraz & Catharine Ward Thompson, 2023. "How Much Did Urban Park Use Change under the COVID-19 Pandemic? A Comparative Study of Summertime Park Use in 2019 and 2020 in Edinburgh, Scotland," IJERPH, MDPI, vol. 20(21), pages 1-29, October.
    13. Krzysztof Rząsa & Mateusz Ciski, 2022. "Influence of the Demographic, Social, and Environmental Factors on the COVID-19 Pandemic—Analysis of the Local Variations Using Geographically Weighted Regression," IJERPH, MDPI, vol. 19(19), pages 1-26, September.
    14. Sarina Dass & Daniel T. O’Brien & Alina Ristea, 2023. "Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces," Environment and Planning B, , vol. 50(5), pages 1161-1177, June.
    15. Maggie MacKinnon & Rebecca MacKinnon & Maibritt Pedersen Zari & Kain Glensor & Tim Park, 2022. "Urgent Biophilia: Green Space Visits in Wellington, New Zealand, during the COVID-19 Lockdowns," Land, MDPI, vol. 11(6), pages 1-14, May.
    16. Johan Colding & Åsa Gren & Stephan Barthel, 2020. "The Incremental Demise of Urban Green Spaces," Land, MDPI, vol. 9(5), pages 1-11, May.
    17. Tania Noël & Benoit Dardenne, 2022. "Relationships between Green Space Attendance, Perceived Crowdedness, Perceived Beauty and Prosocial Behavior in Time of Health Crisis," IJERPH, MDPI, vol. 19(11), pages 1-18, June.
    18. Milan Lalić & Milka Bubalo Živković & Bojan Đerčan & Dragana Tekić, 2024. "Quality of Life as a Limiting Factor in the Development of the Region along the Great Bačka Canal (Serbia)," Sustainability, MDPI, vol. 16(6), pages 1-34, March.
    19. Boto-García, David, 2023. "Investigating the two-way relationship between mobility flows and COVID-19 cases," Economic Modelling, Elsevier, vol. 118(C).
    20. Ziwen Liu & Scott Allan Orr & Pakhee Kumar & Josep Grau-Bove, 2023. "Measuring the impact of COVID-19 on heritage sites in the UK using social media data," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.

    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.