ecospat: an R package to support spatial analyses and modeling of species niches and distributions

Details

Serval ID
serval:BIB_7F27FB415DA8
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
ecospat: an R package to support spatial analyses and modeling of species niches and distributions
Journal
Ecography
Author(s)
Di Cola V., Broennimann O., Petitpierre B., Breiner F.T., D'Amen M., Randin C., Engler R., Pottier J., Pio D., Dubuis A., Pellissier L., Mateo R.G., Hordijk W., Salamin N., Guisan A.
ISSN
1600-0587
ISSN-L
0906-7590
Publication state
Published
Issued date
2017
Peer-reviewed
Oui
Volume
40
Number
6
Pages
774-787
Language
english
Abstract
The aim of the ecospat package is to make available novel tools and methods to support spatial analyses and modeling of species niches and distributions in a coherent workflow. The package is written in the R language (R Development Core Team 2016) and contains several features, unique in their implementation, that are complementary to other existing R packages. Pre-modeling analyses include species niche quantifications and comparisons between distinct ranges or time periods, measures of phylogenetic diversity, and other data exploration functionalities (e.g. extrapolation detection, ExDet). Core modeling brings together the new approach of Ensemble of Small Models (ESM) and various implementations of the spatially-explicit modeling of species assemblages (SESAM) framework. Post-modeling analyses include evaluation of species predictions based on presence-only data (Boyce index) and of community predictions, phylogenetic diversity and environmentally-constrained species co-occurrences analyses. The ecospat package also provides some functions to supplement the biomod2 package (e.g. data preparation, permutation tests and cross-validation of model predictive power). With this novel package, we intend to stimulate the use of comprehensive approaches in spatial modelling of species and community distributions.
Web of science
Open Access
Yes
Create date
23/11/2016 23:32
Last modification date
20/08/2019 15:40
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