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Defining and spatially modelling cultural ecosystem services using crowdsourced data

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  • 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.

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  • 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
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    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Maes, Joachim & Egoh, Benis & Willemen, Louise & Liquete, Camino & Vihervaara, Petteri & Schägner, Jan Philipp & Grizzetti, Bruna & Drakou, Evangelia G. & Notte, Alessandra La & Zulian, Grazia & Bour, 2012. "Mapping ecosystem services for policy support and decision making in the European Union," Ecosystem Services, Elsevier, vol. 1(1), pages 31-39.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    14. 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.
    15. 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.
    16. 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.
    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. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    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.
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