Impact of carrying capacity on the dynamics of a discrete-time plant-herbivore system

IF 5.6 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Asifa Tassaddiq , Arshad Mehmood , Rizwan Ahmed
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Abstract

This paper investigates the complex dynamics of a discrete-time plant-herbivore model obtained by extending an existing framework through the incorporation of a logistic growth term for the plant population, reflecting resource limitation such as nutrients, space, and light. The addition of carrying capacity introduces intraspecific competition among plants, significantly enriching the system’s behavior. We conduct a rigorous mathematical analysis to establish the existence and local stability of all biologically feasible fixed points. In particular, boundedness of solutions is proved, and in the case of saddle points, stable and unstable manifolds are explicitly computed. These results clarify the conditions under which plant and herbivore populations can persist or collapse. We further establish the occurrence of a transcritical bifurcation at the boundary equilibrium. Using bifurcation theory, we demonstrate that the system experiences both period-doubling and Neimark–Sacker bifurcations at the positive fixed point. Notably, our analysis reveals that the inclusion of logistic growth leads to a cascade of period-doubling bifurcations, ultimately resulting in chaotic dynamics, a phenomenon not reported in the original model. From a biological perspective, this suggests that resource limitation can induce irregular population fluctuations, making long-term prediction of species abundances difficult. Numerical simulations, including bifurcation diagrams, phase portraits, and Lyapunov exponent computations, are presented to support the theoretical results. This study highlights the critical role of resource limitation in ecological modeling and demonstrates how simple biologically realistic modifications can produce complex, unpredictable dynamics.
承载能力对离散时间植物-食草动物系统动力学的影响
本文研究了一个离散时间植物-食草动物模型的复杂动力学,该模型是通过将植物种群的逻辑增长项纳入现有框架来扩展的,反映了营养、空间和光线等资源限制。承载能力的增加引入了植物种内竞争,极大地丰富了系统的行为。我们进行了严格的数学分析,以确定所有生物可行不动点的存在性和局部稳定性。特别地,证明了解的有界性,并在鞍点情况下,显式地计算了稳定流形和不稳定流形。这些结果阐明了植物和食草动物种群能够维持或崩溃的条件。进一步证明了边界平衡处存在跨临界分岔。利用分岔理论,证明了系统在正不动点处既有周期加倍分岔,又有neimmark - sacker分岔。值得注意的是,我们的分析表明,包含逻辑增长导致一系列倍周期分岔,最终导致混沌动力学,这是原始模型中未报告的现象。从生物学的角度来看,这表明资源限制会导致不规则的种群波动,使物种丰度的长期预测变得困难。数值模拟,包括分岔图,相画像,和李亚普诺夫指数计算,提出了支持理论结果。这项研究强调了资源限制在生态建模中的关键作用,并展示了简单的生物学现实修改如何产生复杂的、不可预测的动态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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