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一个带有环境传播的简单随机模型解释了禽流感爆发的多年周期性。

A simple stochastic model with environmental transmission explains multi-year periodicity in outbreaks of avian flu.

机构信息

Department of Mathematics, North University of China, Taiyuan, Shan'xi, People's Republic of China.

出版信息

PLoS One. 2012;7(2):e28873. doi: 10.1371/journal.pone.0028873. Epub 2012 Feb 17.

Abstract

Avian influenza virus reveals persistent and recurrent outbreaks in North American wild waterfowl, and exhibits major outbreaks at 2-8 years intervals in duck populations. The standard susceptible-infected- recovered (SIR) framework, which includes seasonal migration and reproduction, but lacks environmental transmission, is unable to reproduce the multi-periodic patterns of avian influenza epidemics. In this paper, we argue that a fully stochastic theory based on environmental transmission provides a simple, plausible explanation for the phenomenon of multi-year periodic outbreaks of avian flu. Our theory predicts complex fluctuations with a dominant period of 2 to 8 years which essentially depends on the intensity of environmental transmission. A wavelet analysis of the observed data supports this prediction. Furthermore, using master equations and van Kampen system-size expansion techniques, we provide an analytical expression for the spectrum of stochastic fluctuations, revealing how the outbreak period varies with the environmental transmission.

摘要

禽流感病毒在北美野生水禽中持续和反复爆发,并在鸭群中每 2-8 年爆发一次大流行。标准的易感-感染-恢复(SIR)框架包括季节性迁徙和繁殖,但缺乏环境传播,无法再现禽流感流行的多周期性模式。在本文中,我们认为基于环境传播的全随机理论为禽流感多年周期性爆发现象提供了一个简单而合理的解释。我们的理论预测了具有主导周期为 2 至 8 年的复杂波动,这主要取决于环境传播的强度。对观测数据的小波分析支持这一预测。此外,我们使用主方程和范坎彭系统尺寸扩展技术,为随机波动的谱提供了一个解析表达式,揭示了爆发期如何随环境传播而变化。

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