A framework for assessing the scale of influence of environmental factors on ecological patterns

Joana R. Vicente*, João Gonçalves, João P. Honrado, Christophe F. Randin, Julien Pottier, Olivier Broennimann, Angela Lomba, Antoine Guisan

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)

Abstract

The distribution of living organisms, habitats and ecosystems is primarily driven by abiotic environmental factors that are spatially structured. Assessing the spatial structure of environmental factors, e.g., through spatial autocorrelation analyses (SAC), can thus help us understand their scale of influence on the distribution of organisms, habitats, and ecosystems. Yet SAC analyses of environmental factors are still rarely performed in biogeographic studies. Here, we describe a novel framework that combines SAC and statistical clustering to identify scales of spatial patterning of environmental factors, which can then be interpreted as the scales at which those factors influence the geographic distribution of biological and ecological features. We illustrate this new framework with datasets at different spatial or thematic resolutions. This framework is conceptually and statistically robust, providing a valuable approach to tackle a wide range of issues in ecological and environmental research and particularly when building predictors for ecological models. The new framework can significantly promote fundamental research on all spatially-structured ecological patterns. It can also foster research and application in such fields as global change ecology, conservation planning, and landscape management.

Original languageEnglish
Pages (from-to)151-156
JournalEcological Complexity
Volume20
DOIs
Publication statusPublished - Dec 2014

Keywords

  • Cluster analysis
  • Ecological models
  • Ecological patterns
  • Environmental factors classification
  • Spatial autocorrelation analyses
  • Spatial structure

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    Vicente, J. R., Gonçalves, J., Honrado, J. P., Randin, C. F., Pottier, J., Broennimann, O., ... Guisan, A. (2014). A framework for assessing the scale of influence of environmental factors on ecological patterns. Ecological Complexity, 20, 151-156. https://doi.org/10.1016/j.ecocom.2014.10.005