Practical guide for retaining correlated climate variables and unthinned samples in species distribution modeling, using random forests
Brice B. Hanberry
Topics & Concepts
CollinearityThinningStatisticsRandom forestVariablesVariable (mathematics)Species distributionTransferabilityEnvironmental scienceEconometricsMathematicsEcologyComputer scienceBiologyHabitatMachine learningLogitMathematical analysisSpecies Distribution and Climate ChangeEcology and Vegetation Dynamics StudiesPlant and animal studies