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Area of Applicability of spatial prediction models

Case study material for the paper "Predicting into unknown space? Estimating the area of applicability of spatial prediction models". https://arxiv.org/abs/2005.07939

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

  • "Concept_figures.R" creates the conceptual figures used in the paper.

  • "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.