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Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido

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Cited by:

  1. Yijun Zeng & Brian Deal & Susan Ask & Tianchen Huang, 2024. "The Landscape of Tranquility in Sweden: Lessons for Urban Design from Crowdsourced Data and Deep Learning," Land, MDPI, vol. 13(4), pages 1-17, April.
  2. 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).
  3. Jianzhuang Zheng & Lingyan Huang, 2022. "Characterizing the Spatiotemporal Patterns and Key Determinants of Homestay Industry Agglomeration in Rural China Using Multi Geospatial Datasets," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
  4. Li-Pei Peng & Wei-Ming Wang, 2020. "Hybrid Decision-Making Evaluation for Future Scenarios of Cultural Ecosystem Services," Land, MDPI, vol. 9(8), pages 1-20, August.
  5. 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.
  6. Zhang, Yonglin & Li, Shanlin & Dong, Rencai & Deng, Hongbing & Fu, Xiao & Wang, Chenxing & Yu, Tianshu & Jia, Tianxia & Zhao, Jingzhu, 2021. "Quantifying physical and psychological perceptions of urban scenes using deep learning," Land Use Policy, Elsevier, vol. 111(C).
  7. Linru Li & Yu Bai & Xuefeng Yuan & Feiyan Li, 2025. "Assessing the Supply–Demand Matching and Spatial Flow of Urban Cultural Ecosystem Services: Based on Geospatial Data and User Interaction Data," Land, MDPI, vol. 14(4), pages 1-25, April.
  8. Ying Yang & Li Jiang & Xiaoyan Ma & Song Liu & Lihua Wang, 2025. "A Comprehensive Approach to Identifying the Supply and Demand of Urban Park Cultural Ecosystem Services in the Megalopolis Area of Shanghai, China," Land, MDPI, vol. 14(3), pages 1-24, February.
  9. Bingjie Song & Guy M. Robinson & Douglas K. Bardsley, 2020. "Measuring Multifunctional Agricultural Landscapes," Land, MDPI, vol. 9(8), pages 1-30, August.
  10. Mengqi Yuan & Fang Han & Xuankai Ma & Tian Wang & Qixiang Liang, 2024. "Recreational Ecosystem Services in the Qinghai–Tibet Plateau National Park Group: Mapping, Monetization, and Evaluation," Land, MDPI, vol. 13(5), pages 1-25, May.
  11. You Zuo & Lin Zhang, 2023. "Research on Local Ecosystem Cultural Services in the Jiangnan Water Network Rural Areas: A Case Study of the Ecological Green Integration Demonstration Zone in the Yangtze River Delta, China," Land, MDPI, vol. 12(7), pages 1-21, July.
  12. Shi, Qinqin & Chen, Hai & Liang, Xiaoying & Liu, Di & Geng, Tianwei & Zhang, Hang, 2025. "Combination of participatory mapping and Maxent model to visualize the cultural ecosystem services at county scale," Ecosystem Services, Elsevier, vol. 72(C).
  13. 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).
  14. Cabana, David & Ryfield, Frances & Crowe, Tasman P. & Brannigan, John, 2020. "Evaluating and communicating cultural ecosystem services," Ecosystem Services, Elsevier, vol. 42(C).
  15. Van Berkel, Derek B. & Tabrizian, Payam & Dorning, Monica A. & Smart, Lindsey & Newcomb, Doug & Mehaffey, Megan & Neale, Anne & Meentemeyer, Ross K., 2018. "Quantifying the visual-sensory landscape qualities that contribute to cultural ecosystem services using social media and LiDAR," Ecosystem Services, Elsevier, vol. 31(PC), pages 326-335.
  16. Jingyang Liu & Jia Wan & Shirong Li & Yuzhe Shen & Wangya Han & Guohua Liu, 2024. "Spatial–Temporal Pattern of Coordination between the Supply and Demand for Ecosystem Services in the Lhasa River Basin," Land, MDPI, vol. 13(4), pages 1-17, April.
  17. Qinqin Shi & Hai Chen & Di Liu & Tianwei Geng & Hang Zhang, 2022. "Identifying the Spatial Imbalance in the Supply and Demand of Cultural Ecosystem Services," IJERPH, MDPI, vol. 19(11), pages 1-20, May.
  18. Xiaodong Chen & Chengzhao Wu, 2025. "Mapping and Assessing the Supply and Demand of Rural Recreation Services in National Parks: A Case Study of Qianjiangyuan, Zhejiang, China," Land, MDPI, vol. 14(2), pages 1-16, February.
  19. 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).
  20. Fanfan Huang & Dan Zhu & Yichen Zhang & Jiquan Zhang & Ning Wang & Zhennan Dong, 2024. "Urban Flooding Disaster Risk Assessment Utilizing the MaxEnt Model and Game Theory: A Case Study of Changchun, China," Sustainability, MDPI, vol. 16(19), pages 1-23, October.
  21. repec:plo:pone00:0200565 is not listed on IDEAS
  22. 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.
  23. Maria Karatassiou & Afroditi Stergiou & Dimitrios Chouvardas & Mohamed Tarhouni & Athanasios Ragkos, 2024. "Forecasting of Grasslands Distribution on Mount Zireia Using Ecological Niche Modeling and Future Climatic Scenarios," Land, MDPI, vol. 13(12), pages 1-18, December.
  24. Wang, Zhuangzhuang & Fu, Bojie & Zhang, Liwei & Wu, Xutong & Li, Yingjie, 2022. "Ecosystem service assessments across cascade levels: typology and an evidence map," Ecosystem Services, Elsevier, vol. 57(C).
  25. Miroslav Despotovic & Christoph Hauser, 2025. "A beautiful place: investigating the determinants of perceived scenic beauty in Austrian landscapes with social media data," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  26. 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).
  27. 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).
  28. 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.
  29. Xin Cheng, 2023. "A Review of Empirical Studies of Cultural Ecosystem Services in National Parks: Current Status and Future Research," Land, MDPI, vol. 12(10), pages 1-19, October.
  30. Ao Wang & Ziran Meng & Bing Zhao & Fan Zhang, 2024. "Using Social Media Data to Research the Impact of Campus Green Spaces on Students’ Emotions: A Case Study of Nanjing Campuses," Sustainability, MDPI, vol. 16(2), pages 1-16, January.
  31. 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).
  32. 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.
  33. Shan He & Lin Lin & Qian Xu & Chenxia Hu & Mengmeng Zhou & Jinhua Liu & Yongjun Li & Ke Wang, 2021. "Farmland Zoning Integrating Agricultural Multi-Functional Supply, Demand and Relationships: A Case Study of the Hangzhou Metropolitan Area, China," Land, MDPI, vol. 10(10), pages 1-19, September.
  34. Mihai Răzvan Niță & Miruna Arsene & Giorgiana Barbu & Alina Gabriela Cus & Mihail Ene & Ramona Mihaela Serban & Constantin Marian Stama & Larissa Nicoleta Stoia, 2021. "Using Social Media Data to Evaluate Urban Parks Use during the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(20), pages 1-15, October.
  35. Yonglin Zhang & Xiao Fu & Chencan Lv & Shanlin Li, 2021. "The Premium of Public Perceived Greenery: A Framework Using Multiscale GWR and Deep Learning," IJERPH, MDPI, vol. 18(13), pages 1-16, June.
  36. 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.
  37. Zajadacz Alina & Minkwitz Aleksandra, 2020. "Using Social Media Data to Plan for Tourism," Quaestiones Geographicae, Sciendo, vol. 39(3), pages 125-138, September.
  38. 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).
  39. Siyou Wang & Shaotao Chen & Wei Gao, 2022. "Information Services as a Method to Evaluate the Sustainability of Intangible Dimensions of a Historic Urban Landscape: A Case Study in Guangzhou, China," Sustainability, MDPI, vol. 15(1), pages 1-23, December.
  40. Kota Mameno & Takahiro Kubo & Hiroyuki Oguma & Yukihiro Amagai & Yasushi Shoji, 2022. "Decline in the alpine landscape aesthetic value in a national park under climate change," Climatic Change, Springer, vol. 170(3), pages 1-18, February.
  41. Song Liu & Peiyu Shen & Yishan Huang & Li Jiang & Yongjiu Feng, 2022. "Spatial Distribution Changes in Nature-Based Recreation Service Supply from 2008 to 2018 in Shanghai, China," Land, MDPI, vol. 11(10), pages 1-17, October.
  42. 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.
  43. Veronica Alampi Sottini & Elena Barbierato & Iacopo Bernetti & Irene Capecchi, 2021. "Impact of Climate Change on Wine Tourism: An Approach through Social Media Data," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
  44. 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).
  45. E. Yu. Kolbovsky & O. A. Klimanova, 2024. "Assessing Recreational Load in Russia: A Multi-Scale Approach Using Big Data," Regional Research of Russia, Springer, vol. 14(3), pages 478-492, September.
  46. 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).
  47. 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).
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