Stochastic bifurcations and tipping phenomena of insect outbreak systems driven by α-stable Lévy processes

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
S. Yuan, Yang Li, Zhigang Zeng
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引用次数: 3

Abstract

In this work, we mainly characterize stochastic bifurcations and tipping phenomena of insect outbreak dynamical systems driven by $\alpha$-stable L\'evy processes. In one-dimensional insect outbreak model, we find the fixed points representing refuge and outbreak from the bifurcation curves, and carry out a sensitivity analysis with respect to small changes in the model parameters, the stability index and the noise intensity. We perform the numerical simulations of dynamical trajectories using Monte Carlo methods, which contribute to looking at stochastic hysteresis phenomenon. As for two-dimensional insect outbreak system, we identify the global stability properties of fixed points and  express the probability density function by the stationary solution of the nonlocal Fokker-Planck equation. Through numerical modelling,  the phase portrait makes it possible to detect critical transitions among the stable states. It is then worth describing stochastic bifurcation associated with tipping points induced by noise through a careful examination of the dynamical paths of the insect outbreak system with external forcing. The results give new insight into the sensitivity of ecosystems to realistic environmental changes represented by stochastic perturbations.
α-稳定Lévy过程驱动的昆虫爆发系统的随机分叉和倾翻现象
在这项工作中,我们主要描述了由$\alpha$-稳定的L’evy过程驱动的昆虫爆发动力学系统的随机分叉和倾翻现象。在一维昆虫爆发模型中,我们从分岔曲线中找到了代表避难所和爆发的不动点,并对模型参数、稳定性指数和噪声强度的微小变化进行了敏感性分析。我们使用蒙特卡罗方法对动力学轨迹进行了数值模拟,这有助于观察随机滞后现象。对于二维昆虫爆发系统,我们识别了不动点的全局稳定性,并用非局部Fokker-Planck方程的平稳解表示了概率密度函数。通过数值建模,相位肖像使检测稳定状态之间的临界跃迁成为可能。因此,通过仔细研究具有外力的昆虫爆发系统的动力学路径,描述与噪声引起的临界点相关的随机分叉是值得的。研究结果为生态系统对随机扰动所代表的现实环境变化的敏感性提供了新的见解。
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
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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