{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Derek Van Berkel", "hasEmail": "mailto:van-berkel.derek@epa.gov"}, "describedBy": "https://pasteur.epa.gov/uploads/10.23719/1433620/documents/VariableDescription.xlsx", "describedByType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "description": "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. \n\nThis dataset is associated with the following publication:\nVanBerkel, 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).", "distribution": [{"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1433620/SampleNB.csv", "mediaType": "application/vnd.ms-excel", "title": "SampleNB.csv"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1433620/ValidationViewshed.csv", "mediaType": "application/vnd.ms-excel", "title": "ValidationViewshed.csv"}], "identifier": "https://doi.org/10.23719/1433620", "keyword": ["Coastal Scenery", "Cultural Ecosystem Services", "Spatial Analysis", "social media"], "license": "https://pasteur.epa.gov/license/sciencehub-license.html", "modified": "2018-04-19", "programCode": ["020:097"], "publisher": {"name": "U.S. EPA Office of Research and Development (ORD)", "subOrganizationOf": {"name": "U.S. Environmental Protection Agency", "subOrganizationOf": {"name": "U.S. Government"}}}, "references": ["https://doi.org/10.1016/j.ecoser.2018.03.022"], "rights": null, "title": "Data used in the research titled, \"Quantifying the visual-sensory landscapes qualities that contribute to cultural ecosystem services using social media and LiDAR\""}