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A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu

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 envi...

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Autores principales: Wang, Rong-Hua, Jin, Zhen, Liu, Quan-Xing, van de Koppel, Johan, Alonso, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3281819/
https://www.ncbi.nlm.nih.gov/pubmed/22363397
http://dx.doi.org/10.1371/journal.pone.0028873
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author Wang, Rong-Hua
Jin, Zhen
Liu, Quan-Xing
van de Koppel, Johan
Alonso, David
author_facet Wang, Rong-Hua
Jin, Zhen
Liu, Quan-Xing
van de Koppel, Johan
Alonso, David
author_sort Wang, Rong-Hua
collection PubMed
description 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.
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spelling pubmed-32818192012-02-23 A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu Wang, Rong-Hua Jin, Zhen Liu, Quan-Xing van de Koppel, Johan Alonso, David PLoS One Research Article 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. Public Library of Science 2012-02-17 /pmc/articles/PMC3281819/ /pubmed/22363397 http://dx.doi.org/10.1371/journal.pone.0028873 Text en Wang et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wang, Rong-Hua
Jin, Zhen
Liu, Quan-Xing
van de Koppel, Johan
Alonso, David
A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title_full A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title_fullStr A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title_full_unstemmed A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title_short A Simple Stochastic Model with Environmental Transmission Explains Multi-Year Periodicity in Outbreaks of Avian Flu
title_sort simple stochastic model with environmental transmission explains multi-year periodicity in outbreaks of avian flu
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3281819/
https://www.ncbi.nlm.nih.gov/pubmed/22363397
http://dx.doi.org/10.1371/journal.pone.0028873
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