Valuing cultural ecosystem services combining deep learning and benefit transfer approach
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ecoser.2022.101487
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Pleasant, Mary M. & Gray, Steven A. & Lepczyk, Christopher & Fernandes, Anthea & Hunter, Nathan & Ford, Derek, 2014. "Managing cultural ecosystem services," Ecosystem Services, Elsevier, vol. 8(C), pages 141-147.
- Cardoso, Ana Sofia & Renna, Francesco & Moreno-Llorca, Ricardo & Alcaraz-Segura, Domingo & Tabik, Siham & Ladle, Richard J. & Vaz, Ana Sofia, 2022. "Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models," Ecosystem Services, Elsevier, vol. 54(C).
- Ghermandi, Andrea, 2018. "Integrating social media analysis and revealed preference methods to value the recreation services of ecologically engineered wetlands," Ecosystem Services, Elsevier, vol. 31(PC), pages 351-357.
- 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.
- 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.
- Tengberg, Anna & Fredholm, Susanne & Eliasson, Ingegard & Knez, Igor & Saltzman, Katarina & Wetterberg, Ola, 2012. "Cultural ecosystem services provided by landscapes: Assessment of heritage values and identity," Ecosystem Services, Elsevier, vol. 2(C), pages 14-26.
- 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.
- Depietri, Yaella & Orenstein, Daniel E., 2020. "Managing fire risk at the wildland-urban interface requires reconciliation of tradeoffs between regulating and cultural ecosystem services," Ecosystem Services, Elsevier, vol. 44(C).
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhihao Sun & Wei Xue & Dezhi Kang & Zhenghong Peng, 2024. "Assessment of Ecosystem Service Values of Urban Wetland: Taking East Lake Scenic Area in Wuhan as an Example," Land, MDPI, vol. 13(7), pages 1-16, July.
- Lei Su & Weifeng Chen & Yan Zhou & Lei Fan, 2023. "Exploring City Image Perception in Social Media Big Data through Deep Learning: A Case Study of Zhongshan City," Sustainability, MDPI, vol. 15(4), pages 1-22, February.
- Ruochen Ma & Katsunori Furuya, 2024. "Social Media Image and Computer Vision Method Application in Landscape Studies: A Systematic Literature Review," Land, MDPI, vol. 13(2), pages 1-22, February.
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.- 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).
- 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).
- van den Belt, Marjan & Stevens, Sharon M., 2016. "Transformative agenda, or lost in the translation? A review of top-cited articles in the first four years of Ecosystem Services," Ecosystem Services, Elsevier, vol. 22(PA), pages 60-72.
- Vassiliki Vlami & Ioannis P. Kokkoris & Stamatis Zogaris & George Kehayias & Panayotis Dimopoulos, 2020. "Cultural Ecosystem Services in the Natura 2000 Network: Introducing Proxy Indicators and Conflict Risk in Greece," Land, MDPI, vol. 10(1), pages 1-27, December.
- 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).
- 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).
- Lavorel, Sandra & Rey, Pierre-Louis & Grigulis, Karl & Zawada, Mégane & Byczek, Coline, 2020. "Interactions between outdoor recreation and iconic terrestrial vertebrates in two French alpine national parks," Ecosystem Services, Elsevier, vol. 45(C).
- 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).
- Rosa, Josianne Claudia Sales & Geneletti, Davide & Morrison-Saunders, Angus & Sánchez, Luis Enrique & Hughes, Michael, 2020. "To what extent can mine rehabilitation restore recreational use of forest land? Learning from 50 years of practice in southwest Australia," Land Use Policy, Elsevier, vol. 90(C).
- 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).
- Meng, Shiting & Huang, Qingxu & Zhang, Ling & He, Chunyang & Inostroza, Luis & Bai, Yansong & Yin, Dan, 2020. "Matches and mismatches between the supply of and demand for cultural ecosystem services in rapidly urbanizing watersheds: A case study in the Guanting Reservoir basin, China," Ecosystem Services, Elsevier, vol. 45(C).
- E. Seda Arslan & Ömer K. Örücü, 2021. "MaxEnt modelling of the potential distribution areas of cultural ecosystem services using social media data and GIS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 2655-2667, February.
- Taboada, Angela & García-Llamas, Paula & Fernández-Guisuraga, José Manuel & Calvo, Leonor, 2021. "Wildfires impact on ecosystem service delivery in fire-prone maritime pine-dominated forests," Ecosystem Services, Elsevier, vol. 50(C).
- 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).
- Schirpke, Uta & Ghermandi, Andrea & Sinclair, Michael & Van Berkel, Derek & Fox, Nathan & Vargas, Leonardo & Willemen, Louise, 2023. "Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges," Ecosystem Services, Elsevier, vol. 63(C).
- Nicolas Marine & Cecilia Arnaiz-Schmitz & Luis Santos-Cid & María F. Schmitz, 2022. "Can We Foresee Landscape Interest? Maximum Entropy Applied to Social Media Photographs: A Case Study in Madrid," Land, MDPI, vol. 11(5), pages 1-13, May.
- 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).
- Dou, Yuehan & Yu, Xiubo & Bakker, Martha & De Groot, Rudolf & Carsjens, Gerrit J. & Duan, Houlang & Huang, Chao, 2020. "Analysis of the relationship between cross-cultural perceptions of landscapes and cultural ecosystem services in Genheyuan region, Northeast China," Ecosystem Services, Elsevier, vol. 43(C).
- Crouzat, Emilie & De Frutos, Angel & Grescho, Volker & Carver, Steve & Büermann, Andrea & Carvalho-Santos, Claudia & Kraemer, Roland & Mayor, Sarah & Pöpperl, Franziska & Rossi, Christian & Schröter, , 2022. "Potential supply and actual use of cultural ecosystem services in mountain protected areas and their surroundings," Ecosystem Services, Elsevier, vol. 53(C).
- Yuan Yuan & Gangchun Xu & Nannan Shen & Zhijuan Nie & Hongxia Li & Lin Zhang & Yunchong Gong & Yanhui He & Xiaofei Ma & Hongyan Zhang & Jian Zhu & Jinrong Duan & Pao Xu, 2022. "Valuation of Ecosystem Services for the Sustainable Development of Hani Terraces: A Rice–Fish–Duck Integrated Farming Model," IJERPH, MDPI, vol. 19(14), pages 1-19, July.
More about this item
Keywords
Cultural Ecosystem Services; British Columbia; Flickr; Deep learning; Provincial Parks; Recreation; Social Media;All these keywords.
Statistics
Access and download statisticsCorrections
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:58:y:2022:i:c:s2212041622000833. 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.