ENM 2020
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ABCDEFGHI
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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 Limits
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Discovery of Species and Populations
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Climate Change
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Reconstructing Past Distributions
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Invasive Species Applications
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Systematic Conservation Planning
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Public Health
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Key Tools
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Basic Toolkit
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Plant-R and Other Tools for Data Cleaning
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Niche Toolbox
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SDMToolbox
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Environmental Data Overview
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Climate data
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Paleoclimate data
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Remote-sensing data
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Topographic data
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Soils database
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Marine data
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Occurrence Data
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Relation to Theory
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Sources
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Georeferencing
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Occurrence data cleaning 1: simple consistency checks
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Occurrence data cleaning 2: automation
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Filtering and autocorrelation
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Subsetting for evaluation
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Data citation
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Visualization
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NicheA
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Exercises with NicheA
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Distributional Equilibrium Overview
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Estimating M
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BAM, M, and model success: what you can and cannot model
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BAM scenario exercise
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Algorithms Overview
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The Good, the Bad, and the Ugly
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No Silver Bullets in ENM
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Maxent - Introduction
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Maxent - R demonstration
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ModelR platform demonstration
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Wallace
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SDM
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BioMod
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Uncertainty
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Theory
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Measuring uncertainty in ENM
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Model Evaluation
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Prediction-based evaluations: threshold (in)dependence
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Non-predictions-based evaluation
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Model Selection
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ENMEval
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KUENM
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Model Transfers
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Theory
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Past, present, future
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Extrapolation and measure extrapolation
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Colinearity
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Model Comparisons
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Theory
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Niche comparisons in geographic (G) space
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Niche comparisons in environmental (E) space
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Other approaches
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Repeatability
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Introduction to repeatability in ENM
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Metadata standards
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Quality standards
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Grading models
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Abundances
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Theory
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Controversy
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Methods and test results
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Frontiers
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Fitting biologically realistic responses
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Stacked distribution models and predicting community composition
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Models incorporating dispersal
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Mechanistic vs correlative models
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Virtual species and virtual worlds
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Scientific workflows in ENM
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Time-specific ENM
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Genetic basis of niches
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Conclusion
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Round table and conclusions
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