Mathematical modeling of lumpy skin disease: New perspectives and insights

Q1 Mathematics
Goutam Saha , Pabel Shahrear , Abrar Faiyaz , Amit Kumar Saha
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引用次数: 0

Abstract

This research presents a new mathematical structure featuring two compartments representing cows and flies. It aims to comprehensively understand the dynamics of Lumpy Skin Disease (LSD), incorporating a temperature-dependent mortality rate for flies. We thoroughly examine the model to establish the presence of a positive solution that remains bounded. By evaluating the disease's contamination potential and inspecting the model's stability concerning both local and global equilibrium points—namely, disease-free and endemic—we calculate the reproduction number. Theoretical analysis shows that a stable disease free equilibrium co-exists with a stable endemic equilibrium whenever the basic reproduction number is less than one implying the possibility of having backward bifurcation. Numerical simulation also supports this. Furthermore, through sensitivity analysis, we explore how various model parameters affect the basic reproduction number. Our numerical investigations underscore the critical importance of regulating specific parameters, such as the disease-induced mortality rate of cows, the temperature-dependent mortality rate of flies, and the rate of transition from infected to recovered cows, in effectively managing the disease system. Numerical results also show that controlling flies population and spraying adulticide, LSD spread can be prevented.
肿块性皮肤病的数学建模:新的观点和见解
本研究提出了一种新的数学结构,具有代表牛和苍蝇的两个隔间。它旨在全面了解肿块性皮肤病(LSD)的动力学,包括苍蝇的温度依赖性死亡率。我们彻底检查了模型,以建立一个保持有界的正解的存在。通过评估疾病的污染潜力并检查模型在局部和全局平衡点(即无病和地方性)上的稳定性,我们计算繁殖数。理论分析表明,当基本繁殖数小于1时,一个稳定的无病平衡与一个稳定的地方性平衡共存,这意味着有可能发生后向分岔。数值模拟也支持这一点。此外,通过敏感性分析,探讨了不同模型参数对基本再现数的影响。我们的数值研究强调了调节特定参数的关键重要性,例如奶牛的疾病死亡率,苍蝇的温度依赖性死亡率,以及从感染到恢复的奶牛的转换率,在有效管理疾病系统中。数值结果还表明,控制蝇群和喷洒杀菌剂、LSD的传播是有效的。
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
6.20
自引率
0.00%
发文量
138
审稿时长
14 weeks
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