On How Crowdsourced Data and Landscape Organisation Metrics Can Facilitate the Mapping of Cultural Ecosystem Services: An Estonian Case Study
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- 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.
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- Gosal, Arjan S. & Geijzendorffer, Ilse R. & Václavík, Tomáš & Poulin, Brigitte & Ziv, Guy, 2019. "Using social media, machine learning and natural language processing to map multiple recreational beneficiaries," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
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- 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.
- Víctor García-Díez & Marina García-Llorente & José A. González, 2020. "Participatory Mapping of Cultural Ecosystem Services in Madrid: Insights for Landscape Planning," Land, MDPI, vol. 9(8), pages 1-15, July.
- Xiao Zhang & Jun Wang & Mingyue Zhao & Yan Gao & Yanxu Liu, 2023. "Variations of Ecosystem Services Supply and Demand on the Southeast Hilly Area of China: Implications for Ecosystem Protection and Restoration Management," Land, MDPI, vol. 12(4), pages 1-25, March.
- Lingua, Federico & Coops, Nicholas C. & Griess, Verena C., 2022. "Valuing cultural ecosystem services combining deep learning and benefit transfer approach," Ecosystem Services, Elsevier, vol. 58(C).
- 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).
- Edgars Jūrmalis & Arta Bārdule & Jānis Donis & Linda Gerra-Inohosa & Zane Lībiete, 2023. "Forest Inventory Data Provide Useful Information for Mapping Ecosystem Services Potential," Land, MDPI, vol. 12(10), pages 1-19, September.
- 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).
- Szymon Chmielewski, 2020. "Chaos in Motion: Measuring Visual Pollution with Tangential View Landscape Metrics," Land, MDPI, vol. 9(12), pages 1-21, December.
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Keywords
cultural ecosystem services; automated image recognition; natural language processing; topic modelling; landscape coherence; colour harmony;All these keywords.
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