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A tag is worth a thousand pictures: A framework for an empirically grounded typology of relational values through social media

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  • Calcagni, Fulvia
  • Nogué Batallé, Júlia
  • Baró, Francesc
  • Langemeyer, Johannes

Abstract

Environmental values depend on social-ecological interactions and, in turn, influence the production of the underlying biophysical ecosystems. Understanding the nuanced nature of the values that humans ascribe to the environment is thus a key frontier for environmental science and planning. The development of many of these values depends on social-ecological interactions, such as outdoor recreation, landscape aesthetic appreciation or educational experiences with and within nature that can be articulated through the framework of cultural ecosystem services (CES). However, the non-material and intangible nature of CES has challenged previous attempts to assess the multiple and subjective values that people attach to them. In particular, this study focuses on assessing relational values ascribed to CES, here defined as values resonating with core principles of justice, reciprocity, care, and responsibility towards humans and more-than-humans. Building on emerging approaches for inferring relational CES values through social media (SM) images, this research explores the additional potential of a combined analysis of both the visual and textual content of SM data. To do so, we developed an inductive, empirically grounded coding protocol as well as a values typology that could be iteratively tested and verified by three different researchers to improve the consistency and replicability of the assessment. As a case study, we collected images and texts shared on the photo-sharing platform Flickr between 2004 and 2017 that were geotagged within the peri-urban park of Collserola, at the outskirts of Barcelona, Spain. Results reveal a wide spectrum of nine CES values within the park boundaries that show positive and negative correlations among each other, providing useful information for landscape planning and management. Moreover, the study highlights the need for spatial, temporal and demographic analysis, as well as for supervised machine learning techniques to further leverage SM data into contextual and just decision-making and planning.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:ecoser:v:58:y:2022:i:c:s2212041622000912
    DOI: 10.1016/j.ecoser.2022.101495
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    References listed on IDEAS

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    1. D. Alieva & D. Holgado & S. Juan & A. Ruiz-Frau & S. Villasante & I. Maya-Jariego, 2022. "Assessing landscape features and ecosystem services of marine protected areas through photographs on social media: comparison of two archipelagos in Spain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9623-9641, July.
    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. 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.
    4. 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.
    5. Zhongwei Guo & Lin Zhang & Yiming Li, 2010. "Increased Dependence of Humans on Ecosystem Services and Biodiversity," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-8, October.
    6. Kumar, Manasi & Kumar, Pushpam, 2008. "Valuation of the ecosystem services: A psycho-cultural perspective," Ecological Economics, Elsevier, vol. 64(4), pages 808-819, February.
    7. Riechers, Maraja & Barkmann, Jan & Tscharntke, Teja, 2016. "Perceptions of cultural ecosystem services from urban green," Ecosystem Services, Elsevier, vol. 17(C), pages 33-39.
    8. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    9. Andersson, Erik & Tengö, Maria & McPhearson, Timon & Kremer, Peleg, 2015. "Cultural ecosystem services as a gateway for improving urban sustainability," Ecosystem Services, Elsevier, vol. 12(C), pages 165-168.
    10. 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).
    11. Zapata-Caldas, Emmanuel & Calcagni, Fulvia & Baró, Francesc & Langemeyer, Johannes, 2022. "Using crowdsourced imagery to assess cultural ecosystem services in data-scarce urban contexts: The case of the metropolitan area of Cali, Colombia," Ecosystem Services, Elsevier, vol. 56(C).
    12. 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.
    13. Depietri, Yaella & Kallis, Giorgos & Baró, Francesc & Cattaneo, Claudio, 2016. "The urban political ecology of ecosystem services: The case of Barcelona," Ecological Economics, Elsevier, vol. 125(C), pages 83-100.
    14. Kosanic, Aleksandra & Petzold, Jan, 2020. "A systematic review of cultural ecosystem services and human wellbeing," Ecosystem Services, Elsevier, vol. 45(C).
    15. Langemeyer, Johannes & Calcagni, Fulvia & Baró, Francesc, 2018. "Mapping the intangible: Using geolocated social media data to examine landscape aesthetics," Land Use Policy, Elsevier, vol. 77(C), pages 542-552.
    16. Sarah C Klain & Paige Olmsted & Kai M A Chan & Terre Satterfield, 2017. "Relational values resonate broadly and differently than intrinsic or instrumental values, or the New Ecological Paradigm," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-21, August.
    17. 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.
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