Abstract
There is a deeply relational aspect to the systems people employ for sorting through and prioritizing plural values assigned to social–ecological interactions. Spurred by interpersonal relationships and adhesion to societal core values, such as justice and reciprocity, relational values go beyond instrumental and intrinsic approaches to understanding human behaviour vis-à-vis the environment. Currently, this relational dimension of values is entering the spotlight of the cultural ecosystem services (CES) literature focusing on non-material benefits and values people derive from ecosystems, such as aesthetics and sense of place. Relational values foster reflections on appropriateness and morality of preferences and respective behaviours in contributing to collective flourishment across space and time, holding implications for social–ecological justice and sustainability. Recently, several studies explored the potential of using social media data for assessing values ascribed to CES, but did not look at how this emerging approach could contribute to an enhanced understanding of relational values. In order to take up this goal, we conducted a systematic review, screening 140 publications and selecting 29 as relevant for exploring the extent to which relational CES values are inferable through social media. Our results show that social media data can reveal CES values’ plural and relational dimension. Social media platforms, thus, can be understood as new arenas for the co-construction of values, where relational values stemming from social–ecological interactions are negotiated and defined. Yet, work on their implications for social–ecological justice and sustainability needs to be extended.
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References
Allan JD, Smith SDP, McIntyre PB et al (2015) Using cultural ecosystem services to inform restoration priorities in the Laurentian Great Lakes. Front Ecol Environ 13:418–424. https://doi.org/10.1890/140328
Ames M, Naaman M (2007) Why we tag: motivations for annotation in mobile and online media. Proc SIGCHI Conf Hum factors Comput Syst 1:971 980. https://doi.org/10.1145/1240624.1240772
Andersson E, Tengö M, McPhearson T, Kremer P (2014) Cultural ecosystem services as a gateway for improving urban sustainability. Ecosyst Serv 12:165–168. https://doi.org/10.1016/j.ecoser.2014.08.002
Barry SJ (2014) Using social media to discover public values, interests, and perceptions about cattle grazing on park lands. Environ Manage 53:454–464. https://doi.org/10.1007/s00267-013-0216-4
Casalegno S, Inger R, DeSilvey C, Gaston KJ (2013) Spatial covariance between aesthetic value & other ecosystem services. PLoS ONE 8:6–10. https://doi.org/10.1371/journal.pone.0068437
Catana AV (2016) Using social media to assess cultural ecosystem services generated in protected areas in Patagonia
Chan KMA, Guerry AD, Balvanera P et al (2012a) Where are cultural and social in ecosystem services? A framework for constructive engagement. Bioscience 62:744–756. https://doi.org/10.1525/bio.2012.62.8.7
Chan KMA, Satterfield T, Goldstein J (2012b) Rethinking ecosystem services to better address and navigate cultural values. Ecol Econ 74:8–18. https://doi.org/10.1016/j.ecolecon.2011.11.011
Chan KMA, Balvanera P, Benessaiah K et al (2016) Why protect nature? Rethinking values and the environment. Proc Natl Acad Sci 113:1462–1465. https://doi.org/10.1073/pnas.1525002113
Chen C, Chen X, Wang Z et al (2017) ScenicPlanner: planning scenic travel routes leveraging heterogeneous user-generated digital footprints. Front Comput Sci 11:61–74. https://doi.org/10.1007/s11704-016-5550-2
Cord AF, Roeßiger F, Schwarz N (2015) Geocaching data as an indicator for recreational ecosystem services in urban areas: exploring spatial gradients, preferences and motivations. Landsc Urban Plan 144:151–162. https://doi.org/10.1016/j.landurbplan.2015.08.015
De Nadai M, Staiano J, Larcher R, et al (2016) The Death and life of great italian cities: a mobile phone data perspective. In: 26th International ACM Conference on World Wide Web (WWW)
Derungs C, Purves RS (2016) Characterising landscape variation through spatial folksonomies. Appl Geogr 75:60–70. https://doi.org/10.1016/j.apgeog.2016.08.005
Díaz S, Demissew S, Carabias J et al (2015) The IPBES conceptual framework—connecting nature and people. Curr Opin Environ Sustain 14:1–16. https://doi.org/10.1016/j.cosust.2014.11.002
Dickinson DC, Hobbs RJ (2017) Cultural ecosystem services: characteristics, challenges and lessons for urban green space research. Ecosyst Serv 25:179–194. https://doi.org/10.1016/j.ecoser.2017.04.014
Dunkel A (2015) Visualizing the perceived environment using crowdsourced photo geodata. Landsc Urban Plan 142:173–186. https://doi.org/10.1016/j.landurbplan.2015.02.022
Figueroa-Alfaro RW, Tang Z (2017) Evaluating the aesthetic value of cultural ecosystem services by mapping geo-tagged photographs from social media data on Panoramio and Flickr. J Environ Plan Manag 60:266–281. https://doi.org/10.1080/09640568.2016.1151772
Fischer A, Eastwood A (2016) Coproduction of ecosystem services as human-nature interactions—an analytical framework. Land use policy 52:41–50. https://doi.org/10.1016/j.landusepol.2015.12.004
García-Palomares JC, Gutiérrez J, Mínguez C (2015) Identification of tourist hot spots based on social networks: a comparative analysis of European metropolises using photo-sharing services and GIS. Appl Geogr 63:408–417. https://doi.org/10.1016/j.apgeog.2015.08.002
Ghermandi A (2016) Analysis of intensity and spatial patterns of public use in natural treatment systems using geotagged photos from social media. Water Res 105:297–304. https://doi.org/10.1016/j.watres.2016.09.009
Girardin F, Blat J, Calabrese F et al (2008) Digital footprinting: uncovering tourists with user-generated content. IEEE Pervasive Comput 7:36–44. https://doi.org/10.1109/MPRV.2008.71
Gliozzo G, Pettorelli N, Haklay M (2016) Using crowdsourced imagery to detect cultural ecosystem services: a case study in South Wales, UK. Ecol Soc. https://doi.org/10.5751/es-08436-210306
Goldberg L (2015) Utilizing Crowdsourced georeferenced photography for identification and prioritization of areas for scenic conservation. In: Buhmann E, Ervin SM, Pietsch M (eds) Digital landscape architecture. pp 268–275
Graham S, Barnett J, Fincher R et al (2013) The social values at risk from sea-level rise. Environ Impact Assess Rev 41:45–52. https://doi.org/10.1016/j.eiar.2013.02.002
Guerrero P, Møller MS, Olafsson AS, Snizek B (2016) Revealing cultural ecosystem services through instagram images: the potential of social media volunteered geographic information for urban green infrastructure planning and governance. Urban Plan. https://doi.org/10.17645/up.v1i2.609
Haines-Young R, Potschin M (2018) Common international classification of ecosystem services (CICES) V5.1 guidance on the application of the revised structure
Hamstead ZA, Fisher D, Ilieva RT et al (2018) Geolocated social media as a rapid indicator of park visitation and equitable park access. Comput Environ Urban Syst 72:38–50. https://doi.org/10.1016/j.compenvurbsys.2018.01.007
Hao X, Wu B, Morrison AM, Wang F (2016) Worth thousands of words? Visual content analysis and photo interpretation of an outdoor tourism spectacular performance in Yangshuo-Guilin, China. Anatolia 27:201–213. https://doi.org/10.1080/13032917.2015.1082921
Hausmann A, Toivonen T, Heikinheimo V et al (2017) Social media reveal that charismatic species are not the main attractor of ecotourists to sub-Saharan protected areas. Sci Rep 7:1–9. https://doi.org/10.1038/s41598-017-00858-6
Heikinheimo V, Di Minin E, Tenkanen H et al (2017) User-generated geographic information for visitor monitoring in a National Park: a comparison of social media data and visitor survey. ISPRS Int J Geo-Inf 6:85. https://doi.org/10.3390/ijgi6030085
Hernández-Morcillo M, Plieninger T, Bieling C (2013) An empirical review of cultural ecosystem service indicators. Ecol Indic 29:434–444. https://doi.org/10.1016/j.ecolind.2013.01.013
Hicks CC, Levine A, Agrawal A et al (2016) Engage key social concepts for sustainability. Science 352(80):38–40. https://doi.org/10.1126/science.aad4977
Huxley M, Yiftachel O (2000) New paradigm or old Myopia? Unsettling the communicative turn in planning theory. J Plan Educ Res 19:333–342. https://doi.org/10.1177/0739456X0001900402
Ilieva RT, McPhearson T (2018) social–media data for urban sustainability. Nat Sustain 1:553–565. https://doi.org/10.1038/s41893-018-0153-6
International Telecommunication Union (2016) Measuring the Information Society Report 2016
Kallis G, Gómez-Baggethun E, Zografos C (2013) To value or not to value? That is not the question. Ecol Econ 94:97–105. https://doi.org/10.1016/j.ecolecon.2013.07.002
Kenter JO, O’Brien L, Hockley N et al (2015) What are shared and social values of ecosystems? Ecol Econ 111:86–99. https://doi.org/10.1016/j.ecolecon.2015.01.006
Klain SC, Olmsted P, Chan KMA, Satterfield T (2017) Relational values resonate broadly and differently than intrinsic or instrumental values, or the New Ecological Paradigm. PLoS ONE 12:1–21. https://doi.org/10.1371/journal.pone.0183962
Kothencz G, Kolcsár R, Cabrera-Barona P, Szilassi P (2017) Urban green space perception and its contribution to well-being. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph14070766
Langemeyer J, Calcagni F, Baró F (2018) Mapping the intangible: using geolocated social media data to examine landscape aesthetics. Land use policy 77:542–552. https://doi.org/10.1016/j.landusepol.2018.05.049
Lenormand M, Luque S, Langemeyer J et al (2018) Multiscale socio-ecological networks in the age of information. PLoS ONE 13:1–16. https://doi.org/10.1371/journal.pone.0206672
Levin N, Kark S, Crandall D (2015) Where have all the people gone? Enhancing global conservation using night lights and social media. Ecol Appl 25:2153–2167. https://doi.org/10.1890/15-0113.1
Levin N, Lechner AM, Brown G (2017) An evaluation of crowdsourced information for assessing the visitation and perceived importance of protected areas. Appl Geogr 79:115–126. https://doi.org/10.1016/j.apgeog.2016.12.009
Linders D (2012) From e-government to we-government: defining a typology for citizen coproduction in the age of social media. Gov Inf Q 29:446–454. https://doi.org/10.1016/j.giq.2012.06.003
Manfredo MJ, Teel TL, Dietsch AM (2016) Implications of human value shift and persistence for biodiversity conservation. Conserv Biol 30:287–296. https://doi.org/10.1111/cobi.12619
Maraja R, Barkmann J, Tscharntke T (2016) Perceptions of cultural ecosystem services from urban green. Ecosyst Serv 17:33–39. https://doi.org/10.1016/j.ecoser.2015.11.007
Martínez Pastur G, Peri PL, Lencinas MV et al (2015) Spatial patterns of cultural ecosystem services provision in Southern Patagonia. Landsc Ecol 31:383–399. https://doi.org/10.1007/s10980-015-0254-9
Millennium Ecosystem Assessment (2005) Ecosystems and Human Well Being: Synthesis. Island Press, Washington DC
Milcu AI, Hanspach J, Abson D, Fischer J (2013) Cultural ecosystem services : a literature review and prospects for future research. Ecol Soc 18:44. https://doi.org/10.5751/ES-05790-180344
Miller JR (2005) Biodiversity conservation and the extinction of experience. Trends Ecol Evol 20:430–434. https://doi.org/10.1016/j.tree.2005.05.013
Moon K, Blackman D (2014) A guide to understanding social science research for natural scientists. Conserv Biol 28:1167–1177. https://doi.org/10.1111/cobi.12326
Oteros-Rozas E, Martín-López B, Fagerholm N et al (2017) Using social media photos to explore the relation between cultural ecosystem services and landscape features across five European sites. Ecol Indic 94:74–86. https://doi.org/10.1016/j.ecolind.2017.02.009
Pascual U, Balvanera P, Díaz S et al (2017) Valuing nature’s contributions to people: the IPBES approach. Curr Opin Environ Sustain 26–27:7–16. https://doi.org/10.1016/j.cosust.2016.12.006
Raymond CM, Kenter JO, Plieninger T et al (2014) Comparing instrumental and deliberative paradigms underpinning the assessment of social values for cultural ecosystem services. Ecol Econ 107:145–156. https://doi.org/10.1016/j.ecolecon.2014.07.033
Richards DR, Friess DA (2015) A rapid indicator of cultural ecosystem service usage at a fine spatial scale: Content analysis of social media photographs. Ecol Indic 53:187–195. https://doi.org/10.1016/j.ecolind.2015.01.034
Richards D, Tunçer B (2018) Using image recognition to automate assessment of cultural ecosystem services from social media photographs. Ecosyst Serv 31:318–325. https://doi.org/10.1016/j.ecoser.2017.09.004
Schafer JG, Gallemore CT (2015) Biases in multicriteria decision analysis: the case of environmental planning in Southern Nevada. Environ Plan C Gov Policy 34:1652–1675. https://doi.org/10.1177/0263774X16629675
Schlosberg D (2007) Defining environmental justice. Oxford University Press, New York
Seresinhe CI, Moat HS, Preis T (2017) Quantifying scenic areas using crowdsourced data. Environ Plan B Urban Anal City Sci. https://doi.org/10.1177/0265813516687302
Sherren K, Parkins JR, Smit M et al (2017) Digital archives, big data and image-based culturomics for social impact assessment: opportunities and challenges. Environ Impact Assess Rev 67:23–30. https://doi.org/10.1016/j.eiar.2017.08.002
Sonter LJ, Watson KB, Wood SA, Ricketts TH (2016) Spatial and temporal dynamics and value of nature-based recreation, estimated via social media. PLoS ONE 11:1–16. https://doi.org/10.1371/journal.pone.0162372
Stefanidis A, Crooks A, Radzikowski J (2013) Harvesting ambient geospatial information from social media feeds. GeoJournal 78:319–338. https://doi.org/10.1007/s10708-011-9438-2
Stephenson J (2008) The cultural values model: an integrated approach to values in landscapes. Landsc Urban Plan 84:127–139. https://doi.org/10.1016/j.landurbplan.2007.07.003
Stern PC, Dietz T, Abel T et al (1999) A value-belief-norm theory of support for social movements: the case of environmentalism. Hum Ecol Rev 6:81–97.
Syahid A, Tareq MA (2015) A penny for your thoughts : a preference modelling case study in R. In: 12th International Conference on Innovation and Management
Tammi I, Mustajärvi K, Rasinmäki J (2017) Integrating spatial valuation of ecosystem services into regional planning and development. Ecosyst Serv 26:329–344. https://doi.org/10.1016/j.ecoser.2016.11.008
TEEB (2010) The economics of ecosystems and biodiversity: mainstreaming the economics of nature: a synthesis of the approach, conclusions and recommendations of TEEB.
Tenerelli P, Demšar U, Luque S (2016) Crowdsourcing indicators for cultural ecosystem services: a geographically weighted approach for mountain landscapes. Ecol Indic 64:237–248. https://doi.org/10.1016/j.ecolind.2015.12.042
Tenerelli P, Püffel C, Luque S (2017) Spatial assessment of aesthetic services in a complex mountain region: combining visual landscape properties with crowdsourced geographic information. Landsc Ecol 32:1097–1115. https://doi.org/10.1007/s10980-017-0498-7
Thiagarajah J, Wong SKM, Richards DR, Friess DA (2015) Historical and contemporary cultural ecosystem service values in the rapidly urbanizing city state of Singapore. Ambio 44:666–677. https://doi.org/10.1007/s13280-015-0647-7
Upton V, Ryan M, O’Donoghue C, Dhubhain AN (2015) Combining conventional and volunteered geographic information to identify and model forest recreational resources. Appl Geogr 60:69–76. https://doi.org/10.1016/j.apgeog.2015.03.007
van Zanten BT, Van Berkel DB, Meentemeyer RK et al (2016) Continental-scale quantification of landscape values using social media data. Proc Natl Acad Sci 113:12974–12979. https://doi.org/10.1073/pnas.1614158113
Willemen L, Cottam AJ, Drakou EG, Burgess ND (2015) Using social media to measure the contribution of red list species to the nature-based tourism potential of african protected areas. PLoS ONE 10:1–14. https://doi.org/10.1371/journal.pone.0129785
Wood SA, Guerry AD, Silver JM, Lacayo M (2013) Using social media to quantify nature-based tourism and recreation. Sci Rep. https://doi.org/10.1038/srep02976
Yoshimura N, Hiura T (2017) Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido. Ecosyst Serv 24:68–78. https://doi.org/10.1016/j.ecoser.2017.02.009
Acknowledgements
We acknowledge financial support from the 2015–2016 BiodivERsA COFUND call for research proposals through the Spanish Ministry of Science, Innovation and Universities (PCIN-2016-002) and from the European Research Council (Greenlulus 678034). F.C. thanks the AGAUR Catalan governmental agency (Grant number 2018FI_B00635) and the Institute for the right to university studies in Lazio, Laziodisu (Grant “Torno Subito 2017” number 7425-18092017) for the funding received to support this study. A.T.A.M. acknowledges support by the European Commission through an Erasmus Mundus scholarship (JEMES CiSu UAB2016/No. 1). J.J.T.C. thanks the Spanish Ministry of Sciences, Innovation, and University’s Subprogram of Juan de la Cierva Incoporacion (IJCI-2016-31100). We also thank the reviewers for their valuable remarks.
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Special Feature: Theoretical traditions in social values for sustainability.
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Calcagni, F., Amorim Maia, A.T., Connolly, J.J.T. et al. Digital co-construction of relational values: understanding the role of social media for sustainability. Sustain Sci 14, 1309–1321 (2019). https://doi.org/10.1007/s11625-019-00672-1
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DOI: https://doi.org/10.1007/s11625-019-00672-1