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延迟对广义Lotka-Volterra 生态动力学中紧急稳定模式的影响。

Effect of delay on the emergent stability patterns in generalized Lotka-Volterra ecological dynamics.

机构信息

Dipartimento di Fisica 'G. Galilei', Università di Padova, Via Marzolo 8, 35131 Padova, Italy.

School of Biological Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.

出版信息

Philos Trans A Math Phys Eng Sci. 2022 Jul 11;380(2227):20210245. doi: 10.1098/rsta.2021.0245. Epub 2022 May 23.

DOI:10.1098/rsta.2021.0245
PMID:35599557
Abstract

Understanding the conditions of feasibility and stability in ecological systems is a major challenge in theoretical ecology. The seminal work of May in 1972 and recent developments based on the theory of random matrices have shown the existence of emergent universal patterns of both stability and feasibility in ecological dynamics. However, only a few studies have investigated the role of delay coupled with population dynamics in the emergence of feasible and stable states. In this work, we study the effects of delay on generalized Loka-Volterra population dynamics of several interacting species in closed ecological environments. First, we investigate the relation between feasibility and stability of the modelled ecological community in the absence of delay and find a simple analytical relation when intra-species interactions are dominant. We then show how, by increasing the time delay, there is a transition in the stability phases of the population dynamics: from an equilibrium state to a stable non-point attractor phase. We calculate analytically the critical delay of that transition and show that it is in excellent agreement with numerical simulations. Finally, following a similar approach to characterizing stability in empirical studies, we investigate the coefficient of variation, which quantifies the magnitude of population fluctuations. We show that in the oscillatory regime induced by the delay, the variability at community level decreases for increasing diversity. This article is part of the theme issue 'Emergent phenomena in complex physical and socio-technical systems: from cells to societies'.

摘要

理解生态系统中的可行性和稳定性条件是理论生态学的主要挑战。梅于 1972 年的开创性工作以及基于随机矩阵理论的最新发展表明,在生态动力学中存在稳定和可行的普遍涌现模式。然而,只有少数研究调查了延迟与种群动态相结合在可行和稳定状态出现中的作用。在这项工作中,我们研究了延迟对封闭生态环境中几种相互作用物种的广义 Loka-Volterra 种群动态的影响。首先,我们在没有延迟的情况下研究了模型化生态群落的可行性和稳定性之间的关系,并在种内相互作用占主导地位时找到了一个简单的解析关系。然后,我们展示了如何通过增加时间延迟,种群动力学的稳定性阶段会发生转变:从平衡状态到稳定的非点吸引子阶段。我们分析地计算了该转变的临界延迟,并表明它与数值模拟非常吻合。最后,我们采用类似于描述经验研究中稳定性的方法,研究了变异系数,它量化了种群波动的幅度。我们表明,在延迟引起的振荡状态下,随着多样性的增加,群落水平的可变性会降低。本文是“复杂物理和社会技术系统中的涌现现象:从细胞到社会”主题特刊的一部分。

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