Supplementary Materials: When is variable importance estimation in species distribution modelling affected by spatial correlation?

Code and Data
Metadata for Variable importance graphs using simulated variables

This data entry contains the code and data generated for creating the variable importance
graphs as published in the article:

Harisena,
N. V., Groen, T. A., Toxopeus, A. G., & Naimi, B. (2021). When is variable
importance estimation in species distribution modelling affected by spatial
correlation? Ecography, 44(5), 778–788. 10.1111/ecog.05534

Contents

1. A Readme.docx
   file

2. Main_script.R
   file; Includes the code to be run and the instructions for running the same

3. Functions.R file;
   Includes all the functions to be loaded in R before running the Main_script.R
   file

4. Generated_Data;
   folder with all .Rdata files for each code step as detailed in Main_script.R
   along with the output .csv and .jpg files that can be matched with the output
   images in the publication.

A CODECHECK certificate is available confirming that the computations underlying this article could be independently executed: https://doi.org/10.5281/zenodo.5574909