Modeling disease spread in two patches: Impact of asymptomatic mobility and environmental noise

The movement of asymptomatic infected individuals plays a crucial role in the spread of infectious diseases. This paper presents a two-patch SIAR model to examine the impact of asymptomatic infections on disease dynamics under environmental uncertainty. By incorporating white noise and Markov switching, the model captures the influence of environmental fluctuations on disease transmission. Sufficient conditions for disease extinction are derived by using appropriate Lyapunov functions. To address the degeneracy of the diffusion matrix, the weak Feller property and bounded average probability are employed to analyze the stationary distribution of the stochastic system. Numerical simulations validate the theoretical findings and provide additional insights into disease dynamics. Results reveal that large environmental disturbances can lead to disease extinction, whereas smaller disturbances may sustain disease persistence. Furthermore, the effects of unidirectional and bidirectional population movement are explored, demonstrating that infection-dependent movement strategies, especially those with nonlinear dynamics, can significantly reduce disease prevalence. These findings emphasize the importance of regulating population movement and managing environmental variability as essential strategies for controlling disease outbreaks and mitigating their impact.

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Publication Details

Journal
International Journal of Biomathematics
Published
2025-06-12
DOI
https://doi.org/10.1142/s1793524525500627
Primary Topic
Genetic and Environmental Crop Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Modeling disease spread in two patches: Impact of asymptomatic mobility and environmental noise

Zhengqing Qiu, Tao Feng, Runze Tang
International Journal of Biomathematics
Genetic and Environmental Crop Studies
article

Modeling disease spread in two patches: Impact of asymptomatic mobility and environmental noise

Zhengqing Qiu, Tao Feng, Runze Tang
article en

Abstract

The movement of asymptomatic infected individuals plays a crucial role in the spread of infectious diseases. This paper presents a two-patch SIAR model to examine the impact of asymptomatic infections on disease dynamics under environmental uncertainty. By incorporating white noise and Markov switching, the model captures the influence of environmental fluctuations on disease transmission. Sufficient conditions for disease extinction are derived by using appropriate Lyapunov functions. To address the degeneracy of the diffusion matrix, the weak Feller property and bounded average probability are employed to analyze the stationary distribution of the stochastic system. Numerical simulations validate the theoretical findings and provide additional insights into disease dynamics. Results reveal that large environmental disturbances can lead to disease extinction, whereas smaller disturbances may sustain disease persistence. Furthermore, the effects of unidirectional and bidirectional population movement are explored, demonstrating that infection-dependent movement strategies, especially those with nonlinear dynamics, can significantly reduce disease prevalence. These findings emphasize the importance of regulating population movement and managing environmental variability as essential strategies for controlling disease outbreaks and mitigating their impact.

International Journal of Biomathematics
Nanjing University of Science and Technology (CN), Yangzhou University (CN)
National Natural Science Foundation of China, China Scholarship Council
Openalex Percentile: Top 90%
Genetic and Environmental Crop Studies
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