Reaction-advection-diffusion model of highly pathogenic avian influenza with behavior of migratory wild birds.

IF 2.2 4区 数学 Q2 BIOLOGY
Liu Yang, Meng Fan
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引用次数: 0

Abstract

Wild birds are one of the main natural reservoirs for avian influenza viruses, and their migratory behavior significantly influences the transmission of avian influenza. To better describe the migratory behavior of wild birds, a system of reaction-advection-diffusion equations is developed to characterize the interactions among wild birds, poultry, and humans. By the next-generation operator, the basic reproduction number of the model is formulated. Then the threshold dynamic of the model is explored by some techniques including the theory of uniform persistence, internally chain transitive sets, and so on. Subsequently, the sensitivity analysis of parameters associated with the basic reproduction number is implemented. According to the temporal and spatial overlapping relationship between wild blue-winged ducks and poultry in North America, the effect of this relationship on the characteristic of spatial-temporal distribution of the viruses is well studied. Additionally, the risk of virus transmission from wild birds to poultry and humans is evaluated. The main results highlight that the basic reproduction number is more significantly affected by the parameters related to wild birds. Interestingly, the model output regarding the spatial distribution of poultry infections is consistent with the actual findings. Moreover, the risk of virus spillover from wild birds into poultry and humans varies with wild bird behavior and has a more substantial impact on poultry. Throughout this study, the critical risk points in the transmission process are identified, providing a theoretical basis for the prevention and control of avian influenza.

高致病性禽流感与候鸟行为的反应-平流-扩散模型。
野鸟是禽流感病毒的主要天然宿主之一,其迁徙行为对禽流感的传播有重要影响。为了更好地描述野鸟的迁徙行为,我们建立了一个反应-平流-扩散方程系统来描述野鸟、家禽和人类之间的相互作用。通过下一代运营商,制定了模型的基本复制数。然后利用一致持久性理论、内链传递集等技术探讨了模型的阈值动态。随后,对与基本再现数相关的参数进行了灵敏度分析。根据北美野生蓝翅鸭与家禽的时空重叠关系,研究了这种关系对病毒时空分布特征的影响。此外,还评估了病毒从野鸟向家禽和人类传播的风险。主要结果表明,基本繁殖数受野生鸟类相关参数的影响更为显著。有趣的是,关于家禽感染的空间分布的模型输出与实际发现一致。此外,病毒从野鸟向家禽和人类扩散的风险因野鸟行为而异,对家禽的影响更大。通过本研究,确定了传播过程中的关键风险点,为禽流感防控提供了理论依据。
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
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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