Mathematical Model of Potato virus y disease spread with Optimal control

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-08-12 DOI:10.3846/mma.2022.15077
Shambel Tadesse Degefa, O. Makinde, T. T. Dufera
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引用次数: 1

Abstract

Potato virus Y (PVY) is an aphid-borne plant virus that causes substantial yield losses in potato production. Control measures of the viral infection are both limited and expensive. A proper use of mixed-cropping strategy can reduce the spread of PVY. In this paper, we formulate and analyze a mathematical model of PVY spread in a mixed-cropping system. Then, we extend the model to an optimal control problem by considering use of mineral oil, insecticide and farmer’s level of field inspection for infected plants. The analytic results show that the basic reproduction number ℜ0, a threshold parameter that decides properties of the dynamics. The disease free equilibrium is stable if ℜ0 < 1 and unstable when ℜ0 > 1. It is found that ℜ0, and hence, the disease dynamics is highly sensitive to the representative parameters of density the non-host plant and its quality in attracting vectors. The model exhibits forward bifurcation at ℜ0 = 1. The study of optimal control problem suggests that mixed-cropping combined with either mineral oil or insecticide is the best to control the disease. Furthermore, simulation results show that mixed-cropping can be used as an alternative strategy and can reduce the need of mineral oil or insecticide.
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马铃薯病毒病传播的最优控制数学模型
马铃薯Y病毒(PVY)是一种蚜虫传播的植物病毒,在马铃薯生产中造成严重的产量损失。控制病毒感染的措施既有限又昂贵。合理使用混合种植策略可以减少PVY的传播。本文建立并分析了混作系统中PVY传播的数学模型。然后,将模型扩展为考虑矿物油用量、杀虫剂用量和农民田间检查水平的最优控制问题。分析结果表明,基本再现数是决定动力学特性的阈值参数。无病平衡在≤1时是稳定的,在≤1时是不稳定的。结果表明,病害动态对非寄主植物密度及其吸引媒介质量等代表性参数高度敏感。模型在0 = 1处出现正向分岔。对最优控制问题的研究表明,矿物油或杀虫剂混作是防治病害的最佳选择。此外,模拟结果表明,混合种植可以作为一种替代策略,可以减少对矿物油或杀虫剂的需求。
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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