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Quantifying the visual-sensory landscape qualities that contribute to cultural ecosystem services using social media and LiDAR

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  • Van Berkel, Derek B.
  • Tabrizian, Payam
  • Dorning, Monica A.
  • Smart, Lindsey
  • Newcomb, Doug
  • Mehaffey, Megan
  • Neale, Anne
  • Meentemeyer, Ross K.

Abstract

Landscapes are increasingly recognized for providing valuable cultural ecosystem services with numerous non-material benefits by serving as places of rest, relaxation, and inspiration that ultimately improve overall mental health and physical well-being. Maintaining and enhancing these valuable benefits through targeted management and conservation measures requires understanding the spatial and temporal determinants of perceived landscape values. Content contributed through mobile technologies and the web are emerging globally, providing a promising data source for localizing and assessing these landscape benefits. These georeferenced data offer rich in situ qualitative information through photos and comments that capture valued and special locations across large geographic areas. We present a novel method for mapping and modeling landscape values and perceptions that leverages viewshed analysis of georeferenced social media data. Using a high resolution LiDAR (Light Detection and Ranging) derived digital surface model, we are able to evaluate landscape characteristics associated with the visual-sensory qualities of outdoor recreationalists. Our results show the importance of historical monuments and attractions in addition to specific environmental features which are appreciated by the public. Evaluation of photo-image content highlights the opportunity of including temporally and spatially variable visual-sensory qualities in cultural ecosystem services (CES) evaluation like the sights, sounds and smells of wildlife and weather phenomena.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:ecoser:v:31:y:2018:i:pc:p:326-335
    DOI: 10.1016/j.ecoser.2018.03.022
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    1. Mathew E. Hauer & Jason M. Evans & Deepak R. Mishra, 2016. "Millions projected to be at risk from sea-level rise in the continental United States," Nature Climate Change, Nature, vol. 6(7), pages 691-695, July.
    2. Sandifer, Paul A. & Sutton-Grier, Ariana E. & Ward, Bethney P., 2015. "Exploring connections among nature, biodiversity, ecosystem services, and human health and well-being: Opportunities to enhance health and biodiversity conservation," Ecosystem Services, Elsevier, vol. 12(C), pages 1-15.
    3. Brown, Greg & Fagerholm, Nora, 2015. "Empirical PPGIS/PGIS mapping of ecosystem services: A review and evaluation," Ecosystem Services, Elsevier, vol. 13(C), pages 119-133.
    4. Chan, Kai M.A. & Satterfield, Terre & Goldstein, Joshua, 2012. "Rethinking ecosystem services to better address and navigate cultural values," Ecological Economics, Elsevier, vol. 74(C), pages 8-18.
    5. van Zanten, Boris T. & Verburg, Peter H. & Scholte, S.S.K. & Tieskens, K.F., 2016. "Using choice modeling to map aesthetic values at a landscape scale: Lessons from a Dutch case study," Ecological Economics, Elsevier, vol. 130(C), pages 221-231.
    6. Janne Artell, 2014. "Lots of value? A spatial hedonic approach to water quality valuation," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 57(6), pages 862-882, June.
    7. Jelena Vukomanovic & Barron J. Orr, 2014. "Landscape Aesthetics and the Scenic Drivers of Amenity Migration in the New West: Naturalness, Visual Scale, and Complexity," Land, MDPI, vol. 3(2), pages 1-24, April.
    8. 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.
    9. 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.
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