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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. | ||
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* 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. | ||
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* "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. | ||
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* "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/". | ||
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* "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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