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TOPICLECTURE TITLEYouTube LinkVideo LinkAudio LinkLecture PDFLECTURER(S)DATEWEEK
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Introduction
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Course IntroductionYouTubeVideo (.mp4)Audio (.mp3) 13 Jan 20201
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Intro to ENM TheoryYouTubeVideo (.mp4)Audio (.mp3)PDF 13 Jan 20201
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Overview of Distributional EcologyYouTubeVideo (.mp4)Audio (.mp3)PDF 13 Jan 20201
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Applications
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Niche Structure and LimitsYouTube
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Discovery of Species and PopulationsYouTube
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Climate ChangeYouTube
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Reconstructing Past DistributionsYouTube
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Invasive Species ApplicationsYouTube
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Systematic Conservation PlanningYouTube
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Public HealthYouTube
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Key Tools
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Basic ToolkitYouTube
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Plant-R and Other Tools for Data CleaningYouTube
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Niche ToolboxYouTube
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Niche Toolbox: Installation 1YouTube
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Niche Toolbox: Installation 2YouTube
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Niche Toolbox: GBIFYouTube
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Niche Toolbox: GetEnv 1YouTube
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Niche Toolbox: GetEnv 2YouTube
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Niche Toolbox: GetEnv 3YouTube
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Niche Toolbox: PCAYouTube
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Niche Toolbox: CorrelationYouTube
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Niche Toolbox: Niche spaceYouTube
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Niche Toolbox: Fit ellipsoidYouTube
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SDMToolboxYouTube
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Environmental Data Overview
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Environmental Data OverviewYouTube
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Climate dataYouTube
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Paleoclimate dataYouTube
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Remote-sensing dataYouTube
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Topographic dataYouTube
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Soils dataYouTube
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Marine dataYouTube
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Q&AYouTube
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Occurrence Data
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Occurrence data overviewYouTube
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Relation to TheoryYouTube
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SourcesYouTube
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GeoreferencingYouTube
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Occurrence data cleaning 1: simple consistency checksYouTube
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Occurrence data cleaning 2: automationYouTube
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Filtering and autocorrelationYouTube
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Subsetting for evaluationYouTube
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Data citationYouTube
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Visualization
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NicheAYouTube
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Exercises with NicheAYouTube
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Distributional Equilibrium Overview
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Estimating MYouTube
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BAM, M, and model success: what you can and cannot modelYouTube
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BAM scenario exerciseYouTube
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Algorithms Overview
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Algorithms overviewYouTube
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The Good, the Bad, and the UglyYouTube
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No Silver Bullets in ENM
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Maxent - IntroductionYouTube
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Maxent - R demonstrationYouTube
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ModelR platform demonstrationYouTube
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WallaceYouTube
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SDMYouTube
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Biomod - introductionYouTube
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BioMod - single speciesYouTube
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BioMod - multiple speciesYouTube
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Biomod - specificsYouTube
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BioMod - shinyYouTube
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DiscussionYouTube
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Q&AYouTube
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Q&AYouTube
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Uncertainty
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Uncertainty in ENMYouTube
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Model Evaluation
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Evaluation overviewYouTube
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Prediction-based evaluationYouTube
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Non-predictions-based evaluationYouTube
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Model Selection
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Model selection overviewYouTube
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Model fit in environmental (E) spaceYouTube
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ENMEvalYouTube
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KUENMYouTube
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Model Transfers
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Model transfer overviewYouTube
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Model transfer theoryYouTube
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Measuring extrapolationYouTube
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Past, present, futureYouTube
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ColinearityYouTube
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Model Comparisons
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Model comparison introYouTube
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Niche comparison in geographic (G) spaceYouTube
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Model comparisons 1YouTube
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Model comparisons 2YouTube
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Other approaches
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Repeatability
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Introduction to repeatability in ENMYouTube
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Full model reproducibilityYouTube
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Metadata standards
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Quality standards
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Grading models