Department of Wildland Resources, Utah State University, Logan, UT, USA.
Department of Integrative Biology, University of Guelph, Guelph, Canada.
J Anim Ecol. 2020 Dec;89(12):2777-2787. doi: 10.1111/1365-2656.13352. Epub 2020 Oct 12.
Despite being widely used, habitat selection models are rarely reliable and informative when applied across different ecosystems or over time. One possible explanation is that habitat selection is context-dependent due to variation in consumer density and/or resource availability. The goal of this paper is to provide a general theoretical perspective on the contributory mechanisms of consumer and resource density-dependent habitat selection, as well as on our capacity to account for their effects. Towards this goal we revisit the ideal free distribution (IFD), where consumers are assumed to be omniscient, equally competitive and freely moving, and are hence expected to instantaneously distribute themselves across a heterogeneous landscape such that fitness is equalised across the population. Although these assumptions are clearly unrealistic to some degree, the simplicity of the structure in IFD provides a useful theoretical vantage point to help clarify our understanding of more complex spatial processes. Of equal importance, IFD assumptions are compatible with the assumptions underlying common habitat selection models. Here we show how a fitness-maximising space use model, based on IFD, gives rise to resource and consumer density-dependent shifts in consumer distribution, providing a mechanistic explanation for the context-dependent outcomes often reported in habitat selection analysis. Our model suggests that adaptive shifts in consumer distribution patterns would be expected to lead to nonlinear and often non-monotonic patterns of habitat selection. These results indicate that even under the simplest of assumptions about adaptive organismal behaviour, habitat selection strength should critically depend on system-wide characteristics. Clarifying the impact of adaptive behavioural responses may be pivotal in making meaningful ecological inferences about observed patterns of habitat selection and allow reliable transferability of habitat selection predictions across time and space.
尽管栖息地选择模型被广泛应用,但在不同的生态系统或随时间推移时,它们的可靠性和信息含量往往较低。一个可能的解释是,由于消费者密度和/或资源可利用性的变化,栖息地选择是依赖于上下文的。本文的目的是提供一个关于消费者和资源密度依赖性栖息地选择的贡献机制的一般理论观点,以及我们对其效应进行解释的能力。为此,我们重新审视了理想自由分布(IFD),其中假设消费者是无所不知的、同等竞争的和自由移动的,因此预计它们会即时在异质景观中分布,从而使整个种群的适应性均等化。尽管这些假设在某种程度上显然不切实际,但 IFD 结构的简单性为澄清对更复杂空间过程的理解提供了一个有用的理论优势。同样重要的是,IFD 假设与常见栖息地选择模型的假设是兼容的。在这里,我们展示了如何从基于 IFD 的最大适应度空间使用模型中得出资源和消费者密度依赖性的消费者分布变化,为栖息地选择分析中经常报告的依赖于上下文的结果提供了一种机制解释。我们的模型表明,消费者分布模式的适应性变化预计会导致非线性且经常非单调的栖息地选择模式。这些结果表明,即使在关于适应性生物行为的最简单假设下,栖息地选择强度也应该严重依赖于系统范围的特征。阐明适应性行为反应的影响可能对于对观察到的栖息地选择模式做出有意义的生态推断以及在时间和空间上可靠地转移栖息地选择预测至关重要。