Identifying mechanistic models of spatial behaviour using pattern-based modelling

An example from lizard home ranges

Richard AJ Tyre, Gregory D. Kerr, Brigitte Tenhumberg, C. Michael Bull

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

Landscape and population level patterns form through the aggregation of responses of individual organisms to heterogeneity. Spatial organisation within a population can range from random overlap of individual home ranges, to completely exclusive territories, with most populations falling somewhere between these two extremes. A fundamental question in behavioural ecology concerns the factors that influence the degree of spatial overlap of home ranges, and the processes that determine how likely it is that an individual will access resources over its home range. However, traditional experimental methods are not always practical or possible. Pattern-based modelling is an alternative, non-intrusive technique for explaining observed patterns. We explored behavioral mechanisms for home range overlap in a Scincid lizard, Tiliqua rugosa, by constructing a spatially explicit individual based model. We tested two mechanisms, one that used refuge sites randomly and one that included a behavioural component. The random use model, the fixed total range model, incorporated all refuge sites within a circle of radius h. The behavioural model, the variable total range model, probabilistically incorporated refuge sites based on nearest neighbour distances and use by conspecifics. Comparisons between the simulated patterns and the observed patterns of range overlap provided evidence that the variable total range model was a better approximation of lizard space use than the fixed total range model. Pattern-based modelling showed substantial promise as a means for identifying behavioral mechanisms underlying observed patterns.

Original languageEnglish (US)
Pages (from-to)307-316
Number of pages10
JournalEcological Modelling
Volume208
Issue number2-4
DOIs
StatePublished - Nov 10 2007

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mechanistic models
home range
lizard
lizards
refuge
modeling
individual-based model
space use
behavioral ecology
behaviour pattern
resource
ecology
organisms

Keywords

  • Home range analysis
  • Pattern based modelling
  • Space use

ASJC Scopus subject areas

  • Ecological Modeling

Cite this

Identifying mechanistic models of spatial behaviour using pattern-based modelling : An example from lizard home ranges. / Tyre, Richard AJ; Kerr, Gregory D.; Tenhumberg, Brigitte; Bull, C. Michael.

In: Ecological Modelling, Vol. 208, No. 2-4, 10.11.2007, p. 307-316.

Research output: Contribution to journalArticle

Tyre, Richard AJ ; Kerr, Gregory D. ; Tenhumberg, Brigitte ; Bull, C. Michael. / Identifying mechanistic models of spatial behaviour using pattern-based modelling : An example from lizard home ranges. In: Ecological Modelling. 2007 ; Vol. 208, No. 2-4. pp. 307-316.
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