DYNAMICS OF AN LPAA MODEL FOR TRIBOLIUM GROWTH: INSIGHTS INTO POPULATION CHAOS.

ArXiv Pub Date : 2024-11-21
Samantha J Brozak, Sophia Peralta, Tin Phan, John D Nagy, Yang Kuang
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Abstract

Flour beetles (genus Tribolium) have long been used as a model organism to understand population dynamics in ecological research. A rich and rigorous body of work has cemented flour beetles' place in the field of mathematical biology. One of the most interesting results using flour beetles is the induction of chaos in a laboratory beetle population, in which the well-established LPA (larvae-pupae-adult) model was used to inform the experimental factors which would lead to chaos. However, whether chaos is an intrinsic property of flour beetles remains an open question. Inspired by new experimental data, we extend the LPA model by stratifying the adult population into newly emerged and mature adults and considering cannibalism as a function of mature adults. We fit the model to longitudinal data of larvae, pupae, and adult beetle populations to demonstrate the model's ability to recapitulate the transient dynamics of flour beetles. We present local and global stability results for the trivial and positive steady states and explore bifurcations and limit cycles numerically. Our results suggest that while chaos is a possibility, it is a rare phenomenon within realistic ranges of the parameters obtained from our experiment, and is likely induced by environmental changes connected to media changes and population censusing.

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蒺藜生长的 LPAA 模型动力学:洞察种群混沌
长期以来,面粉甲虫(蒺藜属)一直被用作生态研究中了解种群动态的模式生物。大量严谨的研究工作巩固了面粉甲虫在数学生物学领域的地位。利用面粉甲虫取得的最有趣的成果之一是在实验室甲虫种群中诱发了混沌,在这一过程中,成熟的 LPA(幼虫-蛹-成虫)模型被用来为导致混沌的实验因素提供信息。然而,混沌是否是面粉甲虫的固有属性仍是一个未决问题。受新实验数据的启发,我们扩展了 LPA 模型,将成虫种群分为新出现的成虫和成熟的成虫,并将食人行为视为成熟成虫的一个函数。我们将该模型拟合到幼虫、蛹和成虫种群的纵向数据中,以证明该模型能够再现面粉甲虫的瞬时动态。我们提出了三稳态和正稳态的局部和全局稳定性结果,并对分岔和极限循环进行了数值探索。我们的结果表明,虽然混乱是一种可能性,但在我们实验所获得的参数的现实范围内,它是一种罕见的现象,而且很可能是由与介质变化和种群普查有关的环境变化引起的。
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