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HannaMeyer committed May 15, 2021
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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
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.
The results using different case study settings can be found in figures/caseStudyExamples.
Some results using different case study settings can be found in figures/caseStudyExamples.

* "Concept_figures.Rmd" creates the conceptual figures used in the paper.
* "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.
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.
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