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具有阿利效应的流行病入侵动态

Invasion dynamics of epidemic with the Allee effect.

作者信息

Wang Wenting, Liu Hua, Li Zizhen, Guo Zhongkai, Yang Yuhua

机构信息

School of Mathematics and Computer Science, Northwest University for Nationalities, Lanzhou, 730030, China.

出版信息

Biosystems. 2011 Jul;105(1):25-33. doi: 10.1016/j.biosystems.2011.03.001. Epub 2011 Mar 30.

Abstract

Investigating the likely success of epidemic invasion is important in the epidemic management and control. In the present study, the invasion of epidemic is initially introduced to a predator-prey system, both species of which are considered to be subject to the Allee effect. Mathematically, the invasion dynamics is described by three nonlinear diffusion-reaction equations and the spatial implicit and explicit models are designed. By means of extensive numerical simulations, the results of spatial implicit model show that the Allee effect has an opposite impact on the invasion criteria and local dynamics when that on the different species. As the intensity of the Allee effect increases, the domain of epidemic invasion reduces and the system dynamics is changed from the stable state to the limit cycle and finally becomes the chaotic state when the susceptible prey with the Allee effect, but the domain expands and the system dynamics is changed from limit cycle to a table point when the predator is subject to the Allee effect. Results from the spatial explicit model show that the strong intensity of the Allee effect can lead to the catastrophic global extinction of all species in the case of that on the susceptible prey. While the predator with the Allee effect, the increased intensity of which makes spatial species reach a stable state. Furthermore, numerical simulations reveal a certain relationship between the invasion speed and spatial patterns.

摘要

研究流行病入侵的可能成功性在疫情管理和控制中至关重要。在本研究中,首先将流行病入侵引入一个捕食者 - 猎物系统,其中两个物种都被认为受到阿利效应的影响。从数学角度来看,入侵动态由三个非线性扩散 - 反应方程描述,并设计了空间隐式和显式模型。通过广泛的数值模拟,空间隐式模型的结果表明,当阿利效应作用于不同物种时,它对入侵标准和局部动态有相反的影响。随着阿利效应强度的增加,当易感猎物受到阿利效应时,流行病入侵的区域减小,系统动态从稳定状态变为极限环,最终变为混沌状态;而当捕食者受到阿利效应时,区域扩大,系统动态从极限环变为稳定点。空间显式模型的结果表明,在易感猎物受到阿利效应的情况下,阿利效应的强烈强度会导致所有物种的灾难性全球灭绝。而对于具有阿利效应的捕食者,其强度增加会使空间物种达到稳定状态。此外,数值模拟揭示了入侵速度与空间模式之间的某种关系。

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