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Area of Applicability of spatial prediction models

Supplementary Information for the paper Meyer, H., Pebesma, E. (accepted): "Predicting into unknown space? Estimating the area of applicability of spatial prediction models". Methods in Ecology and Evolution.

  • The case study described in the paper can be reproduced using the "CaseStudy.Rmd" in the src folder. Some results using different case study settings can be found in figures/caseStudyExamples.

  • "Concept_figures.Rmd" creates the conceptual figures used in the paper as well as additional figures to explain the methodology.

  • "CaseStudyScenarios.R" was used to compare the DI and AOA for different scenarios of response variable, sample size and random seed. The script was run on a HPC system. The results are stored in "data/". "CaseStudyScenarios_figures.R" can be used to analyse the result of the different scenarios and create the figures used in the paper.