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Using Big Data to Assess Park System Performance during the COVID-19 Pandemic

Author

Listed:
  • Shujuan Li

    (School of Landscape Architecture and Planning, The University of Arizona, 1040 N. Olive Road, Tucson, AZ 85721, USA)

  • Bo Yang

    (School of Landscape Architecture and Planning, The University of Arizona, 1040 N. Olive Road, Tucson, AZ 85721, USA)

  • Haiquan Li

    (Department of Biosystems Engineering, College of Agriculture, Life and Environmental Sciences & College of Engineering, Statistics GIDP, Cancer Center, The University of Arizona, 1177 E 4th ST, Tucson, AZ 85721, USA)

Abstract

Parks provide essential services to urban dwellers, but the global COVID-19 pandemic significantly disrupted park usage. Despite this, little is known about the adaptation of visiting behaviors by the public and how visitation patterns vary across different types of parks. In this study, we utilized SafeGraph cellular human movement data to compare park visits in Tucson, Arizona (USA) before and during the pandemic (2019 vs. 2020). We reviewed park management measures in response to the pandemic alongside park visit data. Furthermore, we conducted a GIS analysis to compare the changes in park visits across different park types throughout various days and months. Results indicate that (1) fluctuations in park visits are strongly correlated with COVID-19-related measures; (2) different types of parks experience vastly different processes of visit decline and recovery; (3) river and linear parks maintain their appeal, likely due to the perception of reduced virus transmission risk associated with their primary activities, such as walking and bicycling; and (4) the contrast between weekend and weekday visit patterns reflects the extent of the pandemic impact. These findings offer valuable guidance for park management and park usage, attendance prediction, and design adaptations for future pandemics. We conclude that SafeGraph big data are effective for evaluating park system performance on a broader scale.

Suggested Citation

  • Shujuan Li & Bo Yang & Haiquan Li, 2023. "Using Big Data to Assess Park System Performance during the COVID-19 Pandemic," Sustainability, MDPI, vol. 15(22), pages 1-17, November.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:22:p:16056-:d:1282415
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    References listed on IDEAS

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    1. James McGinlay & Jens Holtvoeth & Alfie Begley & Juliana Dörstel & Anne Kockelmann & Michael Lammertz & Chrysovalantis Malesios & Nikoleta Jones, 2023. "Perceived Social Impacts of Protected Areas, Their Influence on Local Public Support and Their Distribution across Social Groups: Evidence from the Eifel National Park, Germany, during the COVID-19 Pa," Sustainability, MDPI, vol. 15(14), pages 1-19, July.
    2. 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.
    3. Brenda B. Lin & Susan Thompson & Richard Mitchell & Thomas Astell-Burt & Evelyne De Leeuw & Bin Jalaludin & Xiaoqi Feng, 2023. "Policymaker and Practitioner Perceptions of Parks for Health and Wellbeing: Scoping a Holistic Approach," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    4. Venter, Zander & Barton, David & gundersen, vegard & Figari, Helene & Nowell, Megan, 2020. "Urban nature in a time of crisis: recreational use of green space increases during the COVID-19 outbreak in Oslo, Norway," SocArXiv kbdum, Center for Open Science.
    5. Yizhen Ding & Dongying Li & Huiyan Sang, 2022. "Park Characteristics and Changes in Park Visitation before, during, and after COVID-19 Shelter-in-Place Order," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
    6. 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.
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