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Delay driven spatiotemporal chaos in single species population dynamics models

机译:单种群种群动态模型中的时空驱动时空混沌

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摘要

Questions surrounding the prevalence of complex population dynamics form one of the central themes in ecology. Limit cycles and spatiotemporal chaos are examples that have been widely recognised theoretically, although their importance and applicability to natural populations remains debatable. The ecological processes underlying such dynamics are thought to be numerous, though there seems to be consent as to delayed density dependence being one of the main driving forces. Indeed, time delay is a common feature of many ecological systems and can significantly influence population dynamics. In general, time delays may arise from inter- and intra-specific trophic interactions or population structure, however in the context of single species populations they are linked to more intrinsic biological phenomena such as gestation or resource regeneration. In this paper, we consider theoretically the spatiotemporal dynamics of a single species population using two different mathematical formulations. Firstly, we revisit the diffusive logistic equation in which the per capita growth is a function of some specified delayed argument. We then modify the model by incorporating a spatial convolution which results in a biologically more viable integro-differential model. Using the combination of analytical and numerical techniques, we investigate the effect of time delay on pattern formation. In particular, we show that for sufficiently large values of time delay the system’s dynamics are indicative to spatiotemporal chaos. The chaotic dynamics arising in the wake of a travelling population front can be preceded by either a plateau corresponding to dynamical stabilisation of the unstable equilibrium or by periodic oscillations.
机译:围绕复杂人口动态流行的问题构成了生态学的中心主题之一。极限环和时空混乱是在理论上得到广泛认可的例子,尽管它们对自然种群的重要性和适用性仍有待商bat。尽管似乎已同意延迟密度依赖性是主要驱动力之一,但这种动力学的生态过程被认为是众多的。确实,时间延迟是许多生态系统的共同特征,并且可以显着影响种群动态。通常,时间延迟可能是由于种间和种内营养相互作用或种群结构引起的,但是在单物种种群的情况下,它们与更固有的生物学现象(如妊娠或资源再生)相关。在本文中,我们使用两种不同的数学公式从理论上考虑单个物种种群的时空动态。首先,我们重新考虑人均增长是某些特定的延迟论证的函数的扩散对数方程。然后,我们通过合并空间卷积来修改模型,这会导致生物学上更可行的积分微分模型。使用分析和数值技术的组合,我们研究了时间延​​迟对图案形成的影响。尤其是,我们表明,对于足够大的时间延迟,系统的动态特性指示时空混乱。在流动人口前沿唤醒之后出现的混沌动力学可以是对应于不稳定平衡的动态稳定的平稳期,也可以是周期性的振荡。

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