论文标题

秃鹰与随机矩阵间距分布的领土行为

Territorial behaviour of buzzards versus random matrix spacing distributions

论文作者

Akemann, Gernot, Baake, Michael, Chakarov, Nayden, Krüger, Oliver, Mielke, Adam, Ottensmann, Meinolf, Werdehausen, Rebecca

论文摘要

对动物在空间中分布的过程的更深入了解对于基本和应用生态学都至关重要。普通的嗡嗡声(丁欧·布特奥(Buteo Buteo))是一种高度侵略性的猛禽,与其内部和种间竞争者相互作用。我们提出并使用随机矩阵理论来量化排斥的强度和范围作为嗡嗡声种群密度的函数,从而为建模密度依赖性提供了新颖的方法。作为领土行为的指标,我们对Buzzard Nests的分布进行了大规模分析,在德国Teutoburger Wald周围的$ 300 $平方公里的区域中,收集了20美元的$ 20 $。将巢之间的最接近和近后最新的邻居间距分布与二维泊松分布进行了比较,该分布从不相关的随机变量到随机矩阵的复杂特征值,这些矩阵的复杂特征值是密切相关的,并与这两者之间的二维Coulomb气体插入。与时间移动平均水平相适合的一名参数显示,相邻巢之间的排斥力显着增加,这是观察到的被监视时间内观察到的绝对种群密度增加的函数,从而证明了捕食者区域密度依赖性间距的意外而简单的模型。对于较弱的排斥,近来的邻居也获得了类似的效果,表明相互作用短。我们的结果表明,随机矩阵理论在人群生态学的背景下可能很有用。

A deeper understanding of the processes underlying the distribution of animals in space is crucial for both basic and applied ecology. The Common buzzard (Buteo buteo) is a highly aggressive, territorial bird of prey that interacts strongly with its intra- and interspecific competitors. We propose and use random matrix theory to quantify the strength and range of repulsion as a function of the buzzard population density, thus providing a novel approach to model density dependence. As an indicator of territorial behaviour, we perform a large-scale analysis of the distribution of buzzard nests in an area of $300$ square kilometres around the Teutoburger Wald, Germany, as gathered over a period of $20$ years. The nearest and next-to-nearest neighbour spacing distribution between nests is compared to the two-dimensional Poisson distribution, originating from uncorrelated random variables, to the complex eigenvalues of random matrices, which are strongly correlated, and to a two-dimensional Coulomb gas interpolating between these two. A one-parameter fit to a time-moving average reveals a significant increase of repulsion between neighbouring nests, as a function of the observed increase in absolute population density over the monitored period of time, thereby proving an unexpected yet simple model for density-dependent spacing of predator territories. A similar effect is obtained for next-to-nearest neighbours, albeit with weaker repulsion, indicating a short-range interaction. Our results show that random matrix theory might be useful in the context of population ecology.

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