Effects of Planktivorous Fish Community on a Two-Dimensional Plankton System with Allee Effect in Prey

IF 1.9 3区 数学 Q1 MATHEMATICS
Koushik Garain, Partha Sarathi Mandal
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Abstract

Embarking on a captivating journey of discovery, our research centers around unraveling the fascinating interaction between fish and plankton. Employing a predator–prey model, we delve into the dynamic interplay of Daphnia and Algae, while scrutinizing the profound influence of fish as a top predator. Our analyses suggest that in most situations, the plankton should show transitions in response to predation pressure by fish. Thus, there exist two distinct stable states, one in which Daphnia is controlled by fish and phytoplankton biomass is high and another in which Daphnia is relatively unaffected by planktivores and algae are controlled by Daphnia. Switches from one regime to the other occur abruptly at a critical fish density. Beyond deterministic exploration, we delve into the influence of the Allee parameter, which significantly increases the number of Daphnia in a free state. To investigate the complete global dynamics of the deterministic model, we present a two-parametric bifurcation diagram. We have also analyze all possible local and global bifurcations that the system could go through. We explore the corresponding stochastic system and investigate the critical transitions with the presence of environmental noise. To understand the probabilistic mechanism behind noise-induced outbreaks, we utilize advanced techniques such as stochastic sensitivity functions and the confidence domain method. These tools grant us unique insights into the captivating world of noise-induced transitions—where stochastic trajectories skillfully navigate from one stable equilibrium point to another.

Abstract Image

浮游鱼类群落对具有猎物阿利效应的二维浮游生物系统的影响
我们的研究围绕着揭示鱼类与浮游生物之间的奇妙互动展开,踏上了一段引人入胜的探索之旅。我们采用捕食者-猎物模型,深入研究水蚤和藻类的动态相互作用,同时仔细研究鱼类作为顶级捕食者的深远影响。我们的分析表明,在大多数情况下,浮游生物会对鱼类的捕食压力做出反应。因此,存在两种截然不同的稳定状态,一种是水蚤受鱼类控制,浮游植物生物量高;另一种是水蚤相对不受浮游动物影响,藻类受水蚤控制。当鱼类密度达到临界值时,就会突然从一种状态切换到另一种状态。除了确定性探索之外,我们还深入研究了阿利参数的影响,该参数会显著增加自由状态下水蚤的数量。为了研究确定性模型的完整全局动力学,我们提出了一个双参数分岔图。我们还分析了系统可能经历的所有局部和全局分岔。我们探索了相应的随机系统,并研究了存在环境噪声时的临界转换。为了了解噪声诱发爆发背后的概率机制,我们利用了随机敏感度函数和置信域方法等先进技术。这些工具为我们提供了独特的洞察力,让我们了解到噪声诱发过渡的迷人世界--随机轨迹巧妙地从一个稳定平衡点导航到另一个稳定平衡点。
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来源期刊
Qualitative Theory of Dynamical Systems
Qualitative Theory of Dynamical Systems MATHEMATICS, APPLIED-MATHEMATICS
CiteScore
2.50
自引率
14.30%
发文量
130
期刊介绍: Qualitative Theory of Dynamical Systems (QTDS) publishes high-quality peer-reviewed research articles on the theory and applications of discrete and continuous dynamical systems. The journal addresses mathematicians as well as engineers, physicists, and other scientists who use dynamical systems as valuable research tools. The journal is not interested in numerical results, except if these illustrate theoretical results previously proved.
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