IDEAS home Printed from https://ideas.repec.org/a/eee/ecoser/v51y2021ics2212041621001121.html
   My bibliography  Save this article

What can geotagged photographs tell us about cultural ecosystem services of lakes?

Author

Listed:
  • Schirpke, Uta
  • Tasser, Erich
  • Ebner, Manuel
  • Tappeiner, Ulrike

Abstract

Natural and artificial lakes provide multiple cultural ecosystem services (CES), but they are largely underrepresented in CES assessments, which mostly focus on individual large lakes. Social media data may offer an opportunity to analyse CES of lakes at regional scales. This study therefore aims at exploring the use of photos uploaded to the photo-sharing platform Flickr for analysing CES of 2,807 lakes in the European Alps. We (1) explained the spatial distribution of photo-user-days (PUD), (2) examined the importance of lakes in providing CES, and (3) identified key CES through text analysis of user-generated tags. Our results indicate that good physical accessibility and proximity to densely populated areas mostly increase PUD density, although temporal accessibility is limited to a few summer months for mountain lakes. Based on 418 unique tags, we identified 12 different CES, including aesthetic experiences and recreation. Less prominent CES included sense of place or ‘culture & heritage’. Our findings suggest that lakes are important for providing multiple CES, but future research should include user survey data to deepen the understanding of people’s perceptions and preferences.

Suggested Citation

  • Schirpke, Uta & Tasser, Erich & Ebner, Manuel & Tappeiner, Ulrike, 2021. "What can geotagged photographs tell us about cultural ecosystem services of lakes?," Ecosystem Services, Elsevier, vol. 51(C).
  • Handle: RePEc:eee:ecoser:v:51:y:2021:i:c:s2212041621001121
    DOI: 10.1016/j.ecoser.2021.101354
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212041621001121
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecoser.2021.101354?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. 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).
    2. Sinclair, Michael & Mayer, Marius & Woltering, Manuel & Ghermandi, Andrea, 2020. "Valuing nature-based recreation using a crowdsourced travel cost method: A comparison to onsite survey data and value transfer," Ecosystem Services, Elsevier, vol. 45(C).
    3. 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.
    4. Hossu, Constantina Alina & Iojă, Ioan-Cristian & Onose, Diana Andreea & Niță, Mihai Răzvan & Popa, Ana-Maria & Talabă, Odelin & Inostroza, Luis, 2019. "Ecosystem services appreciation of urban lakes in Romania. Synergies and trade-offs between multiple users," Ecosystem Services, Elsevier, vol. 37(C), pages 1-1.
    5. Reynaud, Arnaud & Lanzanova, Denis, 2017. "A Global Meta-Analysis of the Value of Ecosystem Services Provided by Lakes," Ecological Economics, Elsevier, vol. 137(C), pages 184-194.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Schirpke, Uta & Scolozzi, Rocco & Dean, Graeme & Haller, Andreas & Jäger, Hieronymus & Kister, Jutta & Kovács, Barbara & Sarmiento, Fausto O. & Sattler, Birgit & Schleyer, Christian, 2020. "Cultural ecosystem services in mountain regions: Conceptualising conflicts among users and limitations of use," Ecosystem Services, Elsevier, vol. 46(C).
    11. 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. Uta Schirpke & Manuel Ebner & Hanna Pritsch & Veronika Fontana & Rainer Kurmayer, 2021. "Quantifying Ecosystem Services of High Mountain Lakes across Different Socio-Ecological Contexts," Sustainability, MDPI, vol. 13(11), pages 1-22, May.
    2. 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).
    3. Cook, David & Malinauskaite, Laura & Davíðsdóttir, Brynhildur & Ögmundardóttir, Helga, 2022. "Capital assets underpinning economic well-being – The example of whale ecosystem services in Arctic coastal communities," Ecosystem Services, Elsevier, vol. 55(C).
    4. Nowak-Olejnik, Agnieszka & Schirpke, Uta & Tappeiner, Ulrike, 2022. "A systematic review on subjective well-being benefits associated with cultural ecosystem services," Ecosystem Services, Elsevier, vol. 57(C).
    5. Ebner, Manuel & Fontana, Veronika & Schirpke, Uta & Tappeiner, Ulrike, 2022. "Stakeholder perspectives on ecosystem services of mountain lakes in the European Alps," Ecosystem Services, Elsevier, vol. 53(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).

    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. 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).
    2. 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).
    3. 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).
    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).
    5. Ebner, Manuel & Fontana, Veronika & Schirpke, Uta & Tappeiner, Ulrike, 2022. "Stakeholder perspectives on ecosystem services of mountain lakes in the European Alps," Ecosystem Services, Elsevier, vol. 53(C).
    6. 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).
    7. 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).
    8. Fontana, Veronika & Ebner, Manuel & Schirpke, Uta & Ohndorf, Markus & Pritsch, Hanna & Tappeiner, Ulrike & Kurmayer, Rainer, 2023. "An integrative approach to evaluate ecosystem services of mountain lakes using multi-criteria decision analysis," Ecological Economics, Elsevier, vol. 204(PA).
    9. Uta Schirpke & Manuel Ebner & Hanna Pritsch & Veronika Fontana & Rainer Kurmayer, 2021. "Quantifying Ecosystem Services of High Mountain Lakes across Different Socio-Ecological Contexts," Sustainability, MDPI, vol. 13(11), pages 1-22, May.
    10. Nowak-Olejnik, Agnieszka & Schirpke, Uta & Tappeiner, Ulrike, 2022. "A systematic review on subjective well-being benefits associated with cultural ecosystem services," Ecosystem Services, Elsevier, vol. 57(C).
    11. 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).
    12. 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).
    13. Shan He & Chenxia Hu & Jianfeng Li & Jieyi Wu & Qian Xu & Lin Lin & Congmou Zhu & Yongjun Li & Mengmeng Zhou & Luyao Zhu, 2022. "Revealing Spatial Patterns of Cultural Ecosystem Services in Four Agricultural Landscapes: A Case Study from Hangzhou, China," IJERPH, MDPI, vol. 19(15), pages 1-14, July.
    14. Richards, Daniel Rex & Lavorel, Sandra, 2022. "Integrating social media data and machine learning to analyse scenarios of landscape appreciation," Ecosystem Services, Elsevier, vol. 55(C).
    15. Cabana, David & Ryfield, Frances & Crowe, Tasman P. & Brannigan, John, 2020. "Evaluating and communicating cultural ecosystem services," Ecosystem Services, Elsevier, vol. 42(C).
    16. Wood, Spencer A & Winder, Samantha & Lia, Emilia & White, Eric & Crowley, Christian & Milnor, Adam, 2020. "Next-generation Visitation Models using Social Media to Estimate Recreation on Public Lands," SocArXiv 4wm97, Center for Open Science.
    17. Sinclair, Michael & Ghermandi, Andrea & Signorello, Giovanni & Giuffrida, Laura & De Salvo, Maria, 2022. "Valuing Recreation in Italy's Protected Areas Using Spatial Big Data," Ecological Economics, Elsevier, vol. 200(C).
    18. 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).
    19. Bingjie Song & Guy M. Robinson & Douglas K. Bardsley, 2020. "Measuring Multifunctional Agricultural Landscapes," Land, MDPI, vol. 9(8), pages 1-30, August.
    20. 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).

    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:51:y:2021:i:c:s2212041621001121. 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.