Ecosystem Services · 2018 · 132 citations · 48 references
ArchitectureGeographyLandscape EcologyGeographic Information SystemsLandscape ManagementLandscape ModelingCultural Landscape ManagementCultural LandscapesLandscape AssessmentLandscape InterpretationLandscape ValuesLandscape VisualizationCultural Ecosystem Services ValueEcosystem ServicesHistorical MonumentsLandscape AppreciationLandscape Perception AssessmentLandscape Visual AssessmentNon-material Ecosystem BenefitsPerceived Landscape
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.
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Linear Mixed-Effects Models using 'Eigen' and S4
Douglas M. Bates, Martin Maechler, Benjamin M. Bolker et al. · 2015 · 6K citations
A note on a general definition of the coefficient of determination
N. J. D. Nagelkerke · Biometrika · 1991 · 5.7K citations