SoftwareApplication
identifier: 10.4121/16752223
name: Supplementary Materials: When is variable importance estimation in species distribution modelling affected by spatial correlation?
description: Supplementary Materials: When is variable importance estimation in species distribution modelling affected by spatial correlation?
description: 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
author: https://orcid.org/0000-0002-0135-0841
author: Person
  given name: Thomas
  family name: Groen
  name: Thomas Groen
author: Person
  given name: Albertus
  family name: G. Toxopeus
  name: Albertus G. Toxopeus
author: https://orcid.org/0000-0001-5431-2729
keywords: empirical modelling
keywords: Spatial Autocorrelation
keywords: niche models
keywords: Species distribution modelling
keywords: simulated landscapes
keywords: raster
keywords: r code
keywords: simulated data
keywords: spatial data
keywords: sdm
keywords: variable importance
license:
  creative work: creativeWork
    name: CC0-1.0
reference publication: ecog.05534

https://orcid.org/0000-0002-0135-0841
type: Person
given name: Nivedita Varma
family name: Harisena
name: Nivedita Varma Harisena

https://orcid.org/0000-0001-5431-2729
type: Person
given name: Babak
family name: Naimi
name: Babak Naimi

ecog.05534
type: ScholarlyArticle
name: When is variable importance estimation in species distribution modelling affected by spatial correlation?
url: https://doi.org/10.1111%2Fecog.05534