Data Used In The Research Titled, "Quantifying The Visual-sensory Landscapes Qualities That Contribute To Cultural Ecosystem Services Using Social Media And LiDAR"

Sample1m are the data used to estimate the Negative Binomial models. The validation dataset compares classified photographs with viewshed estimates of visible land use/cover.

This dataset is associated with the following publication:
VanBerkel, D., P. Tabrizian, M.A. Dorning, L. Smart, D. Newcomb, M. Mehaffey, A. Neale, and R.K. Meentemeyer. Quantifying the visual-sensory landscape qualities that contribute to cultural ecosystem services using social media and LiDAR. Ecosystem Services. Elsevier Online, New York, NY, USA, 31: 326-335, (2018).
Organization: U.S. Environmental Protection Agency
Organization URL: https://catalog.data.gov/organization/epa
Last updated: 2018-04-19
Tags: Coastal Scenery, Cultural Ecosystem Services, Spatial Analysis, social media