Effects of non-representative sampling design on multi-scale habitat models: flammulated owls in the Rocky Mountains.
Luca Chiaverini, Ho Yi Wan, Beth Hahn, Amy B. Cilimburg, Tzeidle N. Wasserman, Samuel A. Cushman
Topics & Concepts
Sampling (signal processing)OverfittingCovariateRange (aeronautics)StatisticsSpatial ecologyScale (ratio)Environmental scienceSpatial analysisSampling designEcologySpatial variabilityHabitatComputer scienceMathematicsGeographyCartographyMachine learningPopulationBiologyFilter (signal processing)Materials scienceComputer visionArtificial neural networkSociologyComposite materialDemographySpecies Distribution and Climate ChangeWildlife Ecology and ConservationEcology and Vegetation Dynamics Studies