Within reach? Habitat availability as a function of individual mobility and spatial structuring

Jason Matthiopoulos*, John Fieberg, Geert Aarts, Frédéric Barraquand, Bruce E. Kendall

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Organisms need access to particular habitats for their survival and reproduction. However, even if all necessary habitats are available within the broader environment, they may not all be easily reachable from the position of a single individual. Many species distribution models consider populations in environmental (or niche) space, hence overlooking this fundamental aspect of geographical accessibility. Here, we develop a formal way of thinking about habitat availability in environmental spaces by describing how limitations in accessibility can cause animals to experience a more limited or simply different mixture of habitats than those more broadly available. We develop an analytical framework for characterizing constrained habitat availability based on the statistical properties of movement and environmental autocorrelation. Using simulation experiments, we show that our general statistical representation of constrained availability is a good approximation of habitat availability for particular realizations of landscape-organism interactions. We present two applications of our approach, one to the statistical analysis of habitat preference (using step-selection functions to analyze harbor seal telemetry data) and a second that derives theoretical insights about population viability from knowledge of the underlying environment. Analytical expressions for habitat availability, such as those we develop here, can yield gains in analytical speed, biological realism, and conceptual generality by allowing us to formulate models that are habitat sensitive without needing to be spatially explicit.

Original languageEnglish
Pages (from-to)1009-1026
JournalAmerican Naturalist
Volume195
Issue number6
Early online date21 Apr 2020
DOIs
Publication statusPublished - Jun 2020

Keywords

  • Conditional availability
  • Gaussian mixtures
  • Habitat selection
  • Resource selection
  • Species distribution modeling
  • Step-selection functions

Fingerprint Dive into the research topics of 'Within reach? Habitat availability as a function of individual mobility and spatial structuring'. Together they form a unique fingerprint.

  • Cite this