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Mapping the intangible: Using geolocated social media data to examine landscape aesthetics

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  1. 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).
  2. Xin Cheng & Sylvie Van Damme & Pieter Uyttenhove, 2022. "Assessing the Impact of Park Renovations on Cultural Ecosystem Services," Land, MDPI, vol. 11(5), pages 1-18, April.
  3. Lingbo Fu & Chengyu Xiong & Min Xu, 2023. "Influential Factors Affecting Tea Tourists’ Behavior Intention in Cultural Ecosystem Services: An Affordance Perspective," Sustainability, MDPI, vol. 15(21), pages 1-18, October.
  4. Yijun Zeng & Brian Deal, 2023. "What Role Do Urban Parks Play in Forming a Sense of Place? Lessons for Geodesign Using Social Media," Land, MDPI, vol. 12(11), pages 1-24, October.
  5. 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).
  6. 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).
  7. Liangjian Yang & Kaijun Cao, 2022. "Cultural Ecosystem Services Research Progress and Future Prospects: A Review," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
  8. 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).
  9. 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).
  10. Alexander Dunkel & Maximilian C Hartmann & Eva Hauthal & Dirk Burghardt & Ross S Purves, 2023. "From sunrise to sunset: Exploring landscape preference through global reactions to ephemeral events captured in georeferenced social media," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-22, February.
  11. Eleni Oikonomopoulou & Ekaterini T. Delegou & John Sayas & Anastasia Vythoulka & Antonia Moropoulou, 2023. "Preservation of Cultural Landscape as a Tool for the Sustainable Development of Rural Areas: The Case of Mani Peninsula in Greece," Land, MDPI, vol. 12(8), pages 1-39, August.
  12. Kong, Inhye & Sarmiento, Fausto O., 2022. "Utilizing a crowdsourced phrasal lexicon to identify cultural ecosystem services in El Cajas National Park, Ecuador," Ecosystem Services, Elsevier, vol. 56(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. Belén Martín & Rosa Arce & Isabel Otero & Manuel Loro, 2018. "Visual Landscape Quality as Viewed from Motorways in Spain," Sustainability, MDPI, vol. 10(8), pages 1-13, July.
  15. 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).
  16. Palazzo, Maria & Vollero, Agostino & Vitale, Pierluigi & Siano, Alfonso, 2021. "Urban and rural destinations on Instagram: Exploring the influencers’ role in #sustainabletourism," Land Use Policy, Elsevier, vol. 100(C).
  17. Haisheng Liang & Zhihui Wu, 2024. "The Role of Single Landscape Elements in Enhancing Landscape Aesthetics and the Sustainable Tourism Experience: A Case Study of Leisure Furniture," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
  18. Oleksandr Karasov & Stien Heremans & Mart Külvik & Artem Domnich & Igor Chervanyov, 2020. "On How Crowdsourced Data and Landscape Organisation Metrics Can Facilitate the Mapping of Cultural Ecosystem Services: An Estonian Case Study," Land, MDPI, vol. 9(5), pages 1-17, May.
  19. Comalada, F. & Llorente, O. & Acuña, V. & Saló, J. & Garcia, X., 2025. "Using georeferenced text from social media to map the cultural ecosystem services of freshwater ecosystems," Ecosystem Services, Elsevier, vol. 72(C).
  20. 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).
  21. Edyta Łaszkiewicz & Piotr Czembrowski & Jakub Kronenberg, 2020. "Creating a Map of the Social Functions of Urban Green Spaces in a City with Poor Availability of Spatial Data: A Sociotope for Lodz," Land, MDPI, vol. 9(6), pages 1-25, June.
  22. 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).
  23. 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).
  24. 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).
  25. Lingbo Fu & Hongpeng Fu & Chengyu Xiong, 2025. "Evaluating Perceived Cultural Ecosystem Services in Urban Green Spaces Using Big Data and Machine Learning: Insights from Fragrance Hill Park in Beijing, China," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
  26. António Azevedo, 2023. "Pull and Push Drivers of Giant-Wave Spectators in Nazaré, Portugal: A Cultural Ecosystem Services Assessment Based on Geo-Tagged Photos," Land, MDPI, vol. 12(2), pages 1-23, January.
  27. 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).
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