IDEAS home Printed from https://ideas.repec.org/a/eee/ecoser/v49y2021ics2212041621000553.html
   My bibliography  Save this article

Using social media to assess recreation across urban green spaces in times of abrupt change

Author

Listed:
  • Grzyb, Tomasz
  • Kulczyk, Sylwia
  • Derek, Marta
  • Woźniak, Edyta

Abstract

For most of the world’s population, urban green spaces (UGS) offer the easiest form of contact with nature. Such environments deliver a wide variety of Recreational Ecosystem Services (RES) to visitors. This paper explores RES delivery in different types of UGS, differentiated with respect to their naturalness and distance from the city centre. Furthermore, it investigates how the identified use patterns are affected by an abrupt change in access. We extract data from Instagram, posted at the beginning of the COVID-19 pandemic, for Warsaw, Poland, and use it to measure both the intensity of use of UGS, and the experience of Instagram users. Furthermore, we compare these data with data from the same period for the previous year (2019). Our results indicate that, in typical conditions, the wilder the area, the fewer visitors. RES patterns changed, however, when access to UGS was restricted. The recent COVID-19 outbreak showed that soon after restrictions on visiting UGS were lifted, recreation shifted towards wilder green areas. Moreover, users became more oriented to wild nature. We conclude that the number of visitors, and the pattern of recreational use of UGS, are highly dependent on the character of green spaces across the urban wilderness continuum, and that they are influenced by abrupt changes in access.

Suggested Citation

  • Grzyb, Tomasz & Kulczyk, Sylwia & Derek, Marta & Woźniak, Edyta, 2021. "Using social media to assess recreation across urban green spaces in times of abrupt change," Ecosystem Services, Elsevier, vol. 49(C).
  • Handle: RePEc:eee:ecoser:v:49:y:2021:i:c:s2212041621000553
    DOI: 10.1016/j.ecoser.2021.101297
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212041621000553
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecoser.2021.101297?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bertram, Christine & Rehdanz, Katrin, 2015. "Preferences for cultural urban ecosystem services: Comparing attitudes, perception, and use," Ecosystem Services, Elsevier, vol. 12(C), pages 187-199.
    2. Massoni, Emma Soy & Barton, David N. & Rusch, Graciela M. & Gundersen, Vegard, 2018. "Bigger, more diverse and better? Mapping structural diversity and its recreational value in urban green spaces," Ecosystem Services, Elsevier, vol. 31(PC), pages 502-516.
    3. Voigt, Annette & Wurster, Daniel, 2015. "Does diversity matter? The experience of urban nature’s diversity: Case study and cultural concept," Ecosystem Services, Elsevier, vol. 12(C), pages 200-208.
    4. Paulina Guerrero & Maja Steen Møller & Anton Stahl Olafsson & Bernhard Snizek, 2016. "Revealing Cultural Ecosystem Services through Instagram Images: The Potential of Social Media Volunteered Geographic Information for Urban Green Infrastructure Planning and Governance," Urban Planning, Cogitatio Press, vol. 1(2), pages 1-17.
    5. Iwona Szumacher & Piotr Pabjanek, 2017. "Temporal Changes in Ecosystem Services in European Cities in the Continental Biogeographical Region in the Period from 1990–2012," Sustainability, MDPI, vol. 9(4), pages 1-14, April.
    6. Hermes, Johannes & Van Berkel, Derek & Burkhard, Benjamin & Plieninger, Tobias & Fagerholm, Nora & von Haaren, Christina & Albert, Christian, 2018. "Assessment and valuation of recreational ecosystem services of landscapes," Ecosystem Services, Elsevier, vol. 31(PC), pages 289-295.
    7. Kulczyk, Sylwia & Woźniak, Edyta & Derek, Marta, 2018. "Landscape, facilities and visitors: An integrated model of recreational ecosystem services," Ecosystem Services, Elsevier, vol. 31(PC), pages 491-501.
    8. Baró, Francesc & Gómez-Baggethun, Erik & Haase, Dagmar, 2017. "Ecosystem service bundles along the urban-rural gradient: Insights for landscape planning and management," Ecosystem Services, Elsevier, vol. 24(C), pages 147-159.
    9. Jing Xie & Shixian Luo & Katsunori Furuya & Dajiang Sun, 2020. "Urban Parks as Green Buffers During the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(17), pages 1-17, August.
    10. Cheng, Xin & Van Damme, Sylvie & Li, Luyuan & Uyttenhove, Pieter, 2019. "Evaluation of cultural ecosystem services: A review of methods," Ecosystem Services, Elsevier, vol. 37(C), pages 1-1.
    11. Quan Li & Wenbo Wei & Nian Xiong & Daici Feng & Xinyue Ye & Yongsheng Jiang, 2017. "Social Media Research, Human Behavior, and Sustainable Society," Sustainability, MDPI, vol. 9(3), pages 1-11, March.
    12. Langemeyer, Johannes & Baró, Francesc & Roebeling, Peter & Gómez-Baggethun, Erik, 2015. "Contrasting values of cultural ecosystem services in urban areas: The case of park Montjuïc in Barcelona," Ecosystem Services, Elsevier, vol. 12(C), pages 178-186.
    13. Maraja Riechers & Micha Strack & Jan Barkmann & Teja Tscharntke, 2019. "Cultural Ecosystem Services Provided by Urban Green Change along an Urban-Periurban Gradient," Sustainability, MDPI, vol. 11(3), pages 1-10, January.
    14. Palomo, Ignacio & Martín-López, Berta & Potschin, Marion & Haines-Young, Roy & Montes, Carlos, 2013. "National Parks, buffer zones and surrounding lands: Mapping ecosystem service flows," Ecosystem Services, Elsevier, vol. 4(C), pages 104-116.
    15. Fischer, L.K. & Honold, J. & Botzat, A. & Brinkmeyer, D. & Cvejić, R. & Delshammar, T. & Elands, B. & Haase, D. & Kabisch, N. & Karle, S.J. & Lafortezza, R. & Nastran, M. & Nielsen, A.B. & van der Jag, 2018. "Recreational ecosystem services in European cities: Sociocultural and geographical contexts matter for park use," Ecosystem Services, Elsevier, vol. 31(PC), pages 455-467.
    16. Piotr Czembrowski & Edyta Łaszkiewicz & Jakub Kronenberg & Gustav Engström & Erik Andersson, 2019. "Valuing individual characteristics and the multifunctionality of urban green spaces: The integration of sociotope mapping and hedonic pricing," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-16, March.
    17. Richards, Daniel R. & Tunçer, Bige, 2018. "Using image recognition to automate assessment of cultural ecosystem services from social media photographs," Ecosystem Services, Elsevier, vol. 31(PC), pages 318-325.
    18. Fish, Robert & Church, Andrew & Winter, Michael, 2016. "Conceptualising cultural ecosystem services: A novel framework for research and critical engagement," Ecosystem Services, Elsevier, vol. 21(PB), pages 208-217.
    19. Lorena Peña & Miren Onaindia & Beatriz Fernández de Manuel & Ibone Ametzaga-Arregi & Izaskun Casado-Arzuaga, 2018. "Analysing the Synergies and Trade-Offs between Ecosystem Services to Reorient Land Use Planning in Metropolitan Bilbao (Northern Spain)," Sustainability, MDPI, vol. 10(12), pages 1-22, November.
    20. Brett H. Day, 2020. "The Value of Greenspace Under Pandemic Lockdown," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 1161-1185, August.
    21. Zick, Cathleen D. & Smith, Ken R. & Fan, Jessie X. & Brown, Barbara B. & Yamada, Ikuho & Kowaleski-Jones, Lori, 2009. "Running to the Store? The relationship between neighborhood environments and the risk of obesity," Social Science & Medicine, Elsevier, vol. 69(10), pages 1493-1500, November.
    22. Gosal, Arjan S. & Geijzendorffer, Ilse R. & Václavík, Tomáš & Poulin, Brigitte & Ziv, Guy, 2019. "Using social media, machine learning and natural language processing to map multiple recreational beneficiaries," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
    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. Stępniewska, Małgorzata & Grunewald, Karsten & Villoslada, Miguel & Mizgajski, Andrzej, 2022. "The various faces of transdisciplinarity in research on ecosystem services: Editorial to Special Issue," Ecosystem Services, Elsevier, vol. 56(C).
    2. Xue, Zhebin & Li, Qing & Zeng, Xianyi, 2023. "Social media user behavior analysis applied to the fashion and apparel industry in the big data era," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    3. Noszczyk, Tomasz & Gorzelany, Julia & Kukulska-Kozieł, Anita & Hernik, Józef, 2022. "The impact of the COVID-19 pandemic on the importance of urban green spaces to the public," Land Use Policy, Elsevier, vol. 113(C).
    4. Huai, Songyao & Chen, Fen & Liu, Song & Canters, Frank & Van de Voorde, Tim, 2022. "Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks," Ecosystem Services, Elsevier, vol. 57(C).

    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. Kaiser, Nina N. & Ghermandi, Andrea & Feld, Christian K. & Hershkovitz, Yaron & Palt, Martin & Stoll, Stefan, 2021. "Societal benefits of river restoration – Implications from social media analysis," Ecosystem Services, Elsevier, vol. 50(C).
    2. Lavorel, Sandra & Rey, Pierre-Louis & Grigulis, Karl & Zawada, Mégane & Byczek, Coline, 2020. "Interactions between outdoor recreation and iconic terrestrial vertebrates in two French alpine national parks," Ecosystem Services, Elsevier, vol. 45(C).
    3. Meng, Shiting & Huang, Qingxu & Zhang, Ling & He, Chunyang & Inostroza, Luis & Bai, Yansong & Yin, Dan, 2020. "Matches and mismatches between the supply of and demand for cultural ecosystem services in rapidly urbanizing watersheds: A case study in the Guanting Reservoir basin, China," Ecosystem Services, Elsevier, vol. 45(C).
    4. Gugulica, Madalina & Burghardt, Dirk, 2023. "Mapping indicators of cultural ecosystem services use in urban green spaces based on text classification of geosocial media data," Ecosystem Services, Elsevier, vol. 60(C).
    5. Grzyb, Tomasz, 2024. "Mapping cultural ecosystem services of the urban riverscapes: the case of the Vistula River in Warsaw, Poland," Ecosystem Services, Elsevier, vol. 65(C).
    6. Huai, Songyao & Chen, Fen & Liu, Song & Canters, Frank & Van de Voorde, Tim, 2022. "Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks," Ecosystem Services, Elsevier, vol. 57(C).
    7. Gosal, Arjan S. & Geijzendorffer, Ilse R. & Václavík, Tomáš & Poulin, Brigitte & Ziv, Guy, 2019. "Using social media, machine learning and natural language processing to map multiple recreational beneficiaries," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
    8. Depietri, Yaella & Ghermandi, Andrea & Campisi-Pinto, Salvatore & Orenstein, Daniel E., 2021. "Public participation GIS versus geolocated social media data to assess urban cultural ecosystem services: Instances of complementarity," Ecosystem Services, Elsevier, vol. 50(C).
    9. Cardoso, Ana Sofia & Renna, Francesco & Moreno-Llorca, Ricardo & Alcaraz-Segura, Domingo & Tabik, Siham & Ladle, Richard J. & Vaz, Ana Sofia, 2022. "Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models," Ecosystem Services, Elsevier, vol. 54(C).
    10. Amy Phillips & Ahmed Z. Khan & Frank Canters, 2021. "Use-Related and Socio-Demographic Variations in Urban Green Space Preferences," Sustainability, MDPI, vol. 13(6), pages 1-22, March.
    11. Amy Phillips & Ahmed Z. Khan & Frank Canters, 2021. "Use-related and socio-demographic variations in urban green space preferences," ULB Institutional Repository 2013/326192, ULB -- Universite Libre de Bruxelles.
    12. Cabana, David & Ryfield, Frances & Crowe, Tasman P. & Brannigan, John, 2020. "Evaluating and communicating cultural ecosystem services," Ecosystem Services, Elsevier, vol. 42(C).
    13. Manley, Kyle & Nyelele, Charity & Egoh, Benis N., 2022. "A review of machine learning and big data applications in addressing ecosystem service research gaps," Ecosystem Services, Elsevier, vol. 57(C).
    14. Xiao, Lan & Haiping, Tang & Haoguang, Liang, 2017. "A theoretical framework for researching cultural ecosystem service flows in urban agglomerations," Ecosystem Services, Elsevier, vol. 28(PA), pages 95-104.
    15. Rosa, Josianne Claudia Sales & Geneletti, Davide & Morrison-Saunders, Angus & Sánchez, Luis Enrique & Hughes, Michael, 2020. "To what extent can mine rehabilitation restore recreational use of forest land? Learning from 50 years of practice in southwest Australia," Land Use Policy, Elsevier, vol. 90(C).
    16. Havinga, Ilan & Bogaart, Patrick W. & Hein, Lars & Tuia, Devis, 2020. "Defining and spatially modelling cultural ecosystem services using crowdsourced data," Ecosystem Services, Elsevier, vol. 43(C).
    17. Oleksandr Karasov & Stien Heremans & Mart Külvik & Artem Domnich & Igor Chervanyov, 2020. "On How Crowdsourced Data and Landscape Organisation Metrics Can Facilitate the Mapping of Cultural Ecosystem Services: An Estonian Case Study," Land, MDPI, vol. 9(5), pages 1-17, May.
    18. Xin Cheng & Sylvie Van Damme & Pieter Uyttenhove, 2022. "Assessing the Impact of Park Renovations on Cultural Ecosystem Services," Land, MDPI, vol. 11(5), pages 1-18, April.
    19. Chiara Cortinovis & Grazia Zulian & Davide Geneletti, 2018. "Assessing Nature-Based Recreation to Support Urban Green Infrastructure Planning in Trento (Italy)," Land, MDPI, vol. 7(4), pages 1-20, September.
    20. Ruiz-Frau, A. & Ospina-Alvarez, A. & Villasante, S. & Pita, P. & Maya-Jariego, I. & de Juan, S., 2020. "Using graph theory and social media data to assess cultural ecosystem services in coastal areas: Method development and application," Ecosystem Services, Elsevier, vol. 45(C).

    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:eee:ecoser:v:49:y:2021:i:c:s2212041621000553. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/ecosystem-services .

    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.