IDEAS home Printed from https://ideas.repec.org/a/eee/ecoser/v43y2020ics2212041620300334.html
   My bibliography  Save this article

Defining and spatially modelling cultural ecosystem services using crowdsourced data

Author

Listed:
  • Havinga, Ilan
  • Bogaart, Patrick W.
  • Hein, Lars
  • Tuia, Devis

Abstract

Cultural ecosystem services (CES) are some of the most valuable contributions of ecosystems to human well-being. Nevertheless, these services are often underrepresented in ecosystem service assessments. Defining CES for the purposes of spatial quantification has been challenging because it has been difficult to spatially model CES. However, rapid increases in mobile network connectivity and the use of social media have generated huge amounts of crowdsourced data. This offers an opportunity to define and spatially quantify CES. We inventoried established CES conceptualisations and sources of crowdsourced data to propose a CES definition and typology for spatial quantification. Furthermore, we present the results of three spatial models employing crowdsourced data to measure CES on Texel, a coastal island in the Netherlands. Defining CES as information-flows best enables service quantification. A general typology of eight services is proposed. The spatial models produced distributions consistent with known areas of cultural importance on Texel. However, user representativeness and measurement uncertainties affect our results. Ethical considerations must also be taken into account. Still, crowdsourced data is a valuable source of information to define and model CES due to the level of detail available. This can encourage the representation of CES in ecosystem service assessments.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:ecoser:v:43:y:2020:i:c:s2212041620300334
    DOI: 10.1016/j.ecoser.2020.101091
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212041620300334
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecoser.2020.101091?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. Braat, Leon C. & de Groot, Rudolf, 2012. "The ecosystem services agenda:bridging the worlds of natural science and economics, conservation and development, and public and private policy," Ecosystem Services, Elsevier, vol. 1(1), pages 4-15.
    2. Dai, Peichao & Zhang, Shaoliang & Hou, Huping & Yang, Yongjun & Liu, Run, 2019. "Valuing sports services in urban parks: A new model based on social network data," Ecosystem Services, Elsevier, vol. 36(C), pages 1-1.
    3. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    4. McArthur, David Philip & Hong, Jinhyun, 2019. "Visualising where commuting cyclists travel using crowdsourced data," Journal of Transport Geography, Elsevier, vol. 74(C), pages 233-241.
    5. 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.
    6. Maxime Lenormand & Sandra Luque & Johannes Langemeyer & Patrizia Tenerelli & Grazia Zulian & Inge Aalders & Serban Chivulescu & Pedro Clemente & Jan Dick & Jiska van Dijk & Michiel van Eupen & Relu C , 2018. "Multiscale socio-ecological networks in the age of information," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-16, November.
    7. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
    8. Gómez-Baggethun, Erik & de Groot, Rudolf & Lomas, Pedro L. & Montes, Carlos, 2010. "The history of ecosystem services in economic theory and practice: From early notions to markets and payment schemes," Ecological Economics, Elsevier, vol. 69(6), pages 1209-1218, April.
    9. Griffin, Greg Phillip & Jiao, Junfeng, 2015. "Where does bicycling for health happen? Analysing volunteered geographic information through place and plexus," SocArXiv 5gy3u, Center for Open Science.
    10. Schröter, Matthias & Remme, Roy P. & Sumarga, Elham & Barton, David N. & Hein, Lars, 2015. "Lessons learned for spatial modelling of ecosystem services in support of ecosystem accounting," Ecosystem Services, Elsevier, vol. 13(C), pages 64-69.
    11. Richard Wagner Figueroa-Alfaro & Zhenghong Tang, 2017. "Evaluating the aesthetic value of cultural ecosystem services by mapping geo-tagged photographs from social media data on Panoramio and Flickr," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 60(2), pages 266-281, February.
    12. Hao Wu & Lingbo Liu & Yang Yu & Zhenghong Peng, 2018. "Evaluation and Planning of Urban Green Space Distribution Based on Mobile Phone Data and Two-Step Floating Catchment Area Method," Sustainability, MDPI, vol. 10(1), pages 1-11, January.
    13. Maes, Joachim & Egoh, Benis & Willemen, Louise & Liquete, Camino & Vihervaara, Petteri & Schägner, Jan Philipp & Grizzetti, Bruna & Drakou, Evangelia G. & Notte, Alessandra La & Zulian, Grazia & Boura, 2012. "Mapping ecosystem services for policy support and decision making in the European Union," Ecosystem Services, Elsevier, vol. 1(1), pages 31-39.
    14. 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.
    15. Remme, Roy P. & Schröter, Matthias & Hein, Lars, 2014. "Developing spatial biophysical accounting for multiple ecosystem services," Ecosystem Services, Elsevier, vol. 10(C), pages 6-18.
    16. Yoshimura, Nobuhiko & Hiura, Tsutom, 2017. "Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido," Ecosystem Services, Elsevier, vol. 24(C), pages 68-78.
    17. Keeler, Bonnie L. & Wood, Spencer A. & Polasky, Stephen & Kling, Catherine L. & Filstrup, Christopher T. & Downing, John A., 2015. "Recreational demand for clean water: evidence from geotagged photographs by visitors to lakes," ISU General Staff Papers 201501290800001557, Iowa State University, Department of Economics.
    18. Boyd, James & Banzhaf, Spencer, 2007. "What are ecosystem services? The need for standardized environmental accounting units," Ecological Economics, Elsevier, vol. 63(2-3), pages 616-626, August.
    19. Potschin-Young, M. & Haines-Young, R. & Görg, C. & Heink, U. & Jax, K. & Schleyer, C., 2018. "Understanding the role of conceptual frameworks: Reading the ecosystem service cascade," Ecosystem Services, Elsevier, vol. 29(PC), pages 428-440.
    20. 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.
    21. Pascua, Pua‘ala & McMillen, Heather & Ticktin, Tamara & Vaughan, Mehana & Winter, Kawika B., 2017. "Beyond services: A process and framework to incorporate cultural, genealogical, place-based, and indigenous relationships in ecosystem service assessments," Ecosystem Services, Elsevier, vol. 26(PB), pages 465-475.
    22. Chan, Kai M.A. & Satterfield, Terre & Goldstein, Joshua, 2012. "Rethinking ecosystem services to better address and navigate cultural values," Ecological Economics, Elsevier, vol. 74(C), pages 8-18.
    23. Hein, Lars & van Koppen, Kris & de Groot, Rudolf S. & van Ierland, Ekko C., 2006. "Spatial scales, stakeholders and the valuation of ecosystem services," Ecological Economics, Elsevier, vol. 57(2), pages 209-228, May.
    24. Schirpke, Uta & Meisch, Claude & Marsoner, Thomas & Tappeiner, Ulrike, 2018. "Revealing spatial and temporal patterns of outdoor recreation in the European Alps and their surroundings," Ecosystem Services, Elsevier, vol. 31(PC), pages 336-350.
    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. Benati, Giulia & Calcagni, Fulvia & Matellozzo, Federico & Ghermandi, Andrea & Langemeyer, Johannes, 2024. "Unequal access to cultural ecosystem services of green spaces within the city of Rome – A spatial social media-based analysis," Ecosystem Services, Elsevier, vol. 66(C).
    2. Liangjian Yang & Kaijun Cao, 2022. "Cultural Ecosystem Services Research Progress and Future Prospects: A Review," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    3. 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).
    4. Anna Széchy & Zsuzsanna Szerényi, 2023. "Valuing the Recreational Services Provided by Hungary’s Forest Ecosystems," Sustainability, MDPI, vol. 15(5), pages 1-16, February.
    5. Havinga, Ilan & Marcos, Diego & Bogaart, Patrick & Tuia, Devis & Hein, Lars, 2024. "Understanding the sentiment associated with cultural ecosystem services using images and text from social media," Ecosystem Services, Elsevier, vol. 65(C).
    6. Calcagni, Fulvia & Nogué Batallé, Júlia & Baró, Francesc & Langemeyer, Johannes, 2022. "A tag is worth a thousand pictures: A framework for an empirically grounded typology of relational values through social media," Ecosystem Services, Elsevier, vol. 58(C).
    7. Klimczuk, Andrzej & Butkeviciene, Egle & Kerla, Minela, 2022. "Citizen Science and Social Innovation: Mutual Relations, Barriers, Needs, and Development Factors," EconStor Books, ZBW - Leibniz Information Centre for Economics, number 251554, June.
    8. Lishan Xu & Changlin Ao & Baoqi Liu & Zhenyu Cai, 2023. "Ecotourism and sustainable development: a scientometric review of global research trends," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 2977-3003, April.
    9. 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).
    10. Schirpke, Uta & Ghermandi, Andrea & Sinclair, Michael & Van Berkel, Derek & Fox, Nathan & Vargas, Leonardo & Willemen, Louise, 2023. "Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges," Ecosystem Services, Elsevier, vol. 63(C).
    11. Chalkiadakis, Charis & Drakou, Evangelia G. & Kraak, Menno-Jan, 2022. "Ecosystem service flows: A systematic literature review of marine systems," Ecosystem Services, Elsevier, vol. 54(C).
    12. Łaszkiewicz, Edyta & Heyman, Axel & Chen, Xianwen & Cimburova, Zofie & Nowell, Megan & Barton, David N, 2022. "Valuing access to urban greenspace using non-linear distance decay in hedonic property pricing," Ecosystem Services, Elsevier, vol. 53(C).
    13. Fox, Nathan & Graham, Laura J. & Eigenbrod, Felix & Bullock, James M. & Parks, Katherine E., 2021. "Reddit: A novel data source for cultural ecosystem service studies," Ecosystem Services, Elsevier, vol. 50(C).
    14. Karasov, Oleksandr & Heremans, Stien & Külvik, Mart & Domnich, Artem & Burdun, Iuliia & Kull, Ain & Helm, Aveliina & Uuemaa, Evelyn, 2022. "Beyond land cover: How integrated remote sensing and social media data analysis facilitates assessment of cultural ecosystem services," Ecosystem Services, Elsevier, vol. 53(C).
    15. Fox, Nathan & Graham, Laura J. & Eigenbrod, Felix & Bullock, James M. & Parks, Katherine E., 2021. "Enriching social media data allows a more robust representation of cultural ecosystem services," Ecosystem Services, Elsevier, vol. 50(C).
    16. Bagstad, Kenneth J. & Ingram, Jane Carter & Shapiro, Carl D. & La Notte, Alessandra & Maes, Joachim & Vallecillo, Sara & Casey, C. Frank & Glynn, Pierre D. & Heris, Mehdi P. & Johnson, Justin A. & Lau, 2021. "Lessons learned from development of natural capital accounts in the United States and European Union," Ecosystem Services, Elsevier, vol. 52(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. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    2. Kubiszewski, Ida & Concollato, Luke & Costanza, Robert & Stern, David I., 2023. "Changes in authorship, networks, and research topics in ecosystem services," Ecosystem Services, Elsevier, vol. 59(C).
    3. 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).
    4. Pandeya, B. & Buytaert, W. & Zulkafli, Z. & Karpouzoglou, T. & Mao, F. & Hannah, D.M., 2016. "A comparative analysis of ecosystem services valuation approaches for application at the local scale and in data scarce regions," Ecosystem Services, Elsevier, vol. 22(PB), pages 250-259.
    5. Heink, Ulrich & Jax, Kurt, 2019. "Going Upstream — How the Purpose of a Conceptual Framework for Ecosystem Services Determines Its Structure," Ecological Economics, Elsevier, vol. 156(C), pages 264-271.
    6. Häyhä, Tiina & Franzese, Pier Paolo & Paletto, Alessandro & Fath, Brian D., 2015. "Assessing, valuing, and mapping ecosystem services in Alpine forests," Ecosystem Services, Elsevier, vol. 14(C), pages 12-23.
    7. Cabana, David & Ryfield, Frances & Crowe, Tasman P. & Brannigan, John, 2020. "Evaluating and communicating cultural ecosystem services," Ecosystem Services, Elsevier, vol. 42(C).
    8. Dickinson, Dawn C. & Hobbs, Richard J., 2017. "Cultural ecosystem services: Characteristics, challenges and lessons for urban green space research," Ecosystem Services, Elsevier, vol. 25(C), pages 179-194.
    9. 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).
    10. Häyhä, Tiina & Franzese, Pier Paolo, 2014. "Ecosystem services assessment: A review under an ecological-economic and systems perspective," Ecological Modelling, Elsevier, vol. 289(C), pages 124-132.
    11. 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).
    12. Calcagni, Fulvia & Nogué Batallé, Júlia & Baró, Francesc & Langemeyer, Johannes, 2022. "A tag is worth a thousand pictures: A framework for an empirically grounded typology of relational values through social media," Ecosystem Services, Elsevier, vol. 58(C).
    13. 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).
    14. 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).
    15. Schröter, Matthias & Kraemer, Roland & Mantel, Martin & Kabisch, Nadja & Hecker, Susanne & Richter, Anett & Neumeier, Veronika & Bonn, Aletta, 2017. "Citizen science for assessing ecosystem services: Status, challenges and opportunities," Ecosystem Services, Elsevier, vol. 28(PA), pages 80-94.
    16. McInnes, R.J. & Everard, M., 2017. "Rapid Assessment of Wetland Ecosystem Services (RAWES): An example from Colombo, Sri Lanka," Ecosystem Services, Elsevier, vol. 25(C), pages 89-105.
    17. Márquez, Laura Andreina Matos & Rezende, Eva Caroline Nunes & Machado, Karine Borges & Nascimento, Emilly Layne Martins do & Castro, Joana D'arc Bardella & Nabout, João Carlos, 2023. "Trends in valuation approaches for cultural ecosystem services: A systematic literature review," Ecosystem Services, Elsevier, vol. 64(C).
    18. Remme, Roy P. & Edens, Bram & Schröter, Matthias & Hein, Lars, 2015. "Monetary accounting of ecosystem services: A test case for Limburg province, the Netherlands," Ecological Economics, Elsevier, vol. 112(C), pages 116-128.
    19. Choquet, Pauline & Gabrielle, Benoit & Chalhoub, Maha & Michelin, Joël & Sauzet, Ophélie & Scammacca, Ottone & Garnier, Patricia & Baveye, Philippe C. & Montagne, David, 2021. "Comparison of empirical and process-based modelling to quantify soil-supported ecosystem services on the Saclay plateau (France)," Ecosystem Services, Elsevier, vol. 50(C).
    20. Folkersen, Maja Vinde, 2018. "Ecosystem valuation: Changing discourse in a time of climate change," Ecosystem Services, Elsevier, vol. 29(PA), pages 1-12.

    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:43:y:2020:i:c:s2212041620300334. 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.