Analyzing the Memory‐Based Transmission Dynamics of Coffee Berry Disease using Caputo Derivative

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES
R.P. Chauhan
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引用次数: 0

Abstract

In recent years, the incidence of plant diseases caused by bacterial, fungal, and environmental factors has steadily increased, affecting plants at various stages of agricultural production. Plant diseases not only reduce food production and quality but also pose significant social, health, and economic challenges. Mathematical modeling provides a method to analyze and predict the spread and impact of plant diseases. In this study, a mathematical model is suggested to describe the transmission dynamics of coffee berry disease (CBD). The model is extended in the sense of the Caputo derivative to improve accuracy and provide more realistic scenarios for coffee berry disease. A detailed analysis of the key mathematical properties of the model is presented. The conditions of local and global stability of the equilibrium points are analyzed. The existence and uniqueness of the model solution are presented, considering the fixed‐point theory. Parameter sensitivity is also examined. The numerical simulations are carried out to illustrate the practical application of fractional derivatives in the study of plant epidemiology.
用卡普托衍生物分析咖啡浆果病基于记忆的传播动力学
近年来,由细菌、真菌和环境因素引起的植物病害发病率稳步上升,影响着农业生产各个阶段的植物。植物病害不仅降低粮食产量和质量,而且还构成重大的社会、健康和经济挑战。数学建模为分析和预测植物病害的传播和影响提供了一种方法。在本研究中,提出了一个数学模型来描述咖啡莓病(CBD)的传播动力学。该模型在卡普托导数的意义上进行了扩展,以提高准确性,并为咖啡浆果病提供更现实的场景。详细分析了该模型的关键数学性质。分析了平衡点局部稳定和全局稳定的条件。考虑不动点理论,给出了模型解的存在唯一性。参数的灵敏度也被检查。数值模拟说明了分数阶导数在植物流行病学研究中的实际应用。
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来源期刊
Advanced Theory and Simulations
Advanced Theory and Simulations Multidisciplinary-Multidisciplinary
CiteScore
5.50
自引率
3.00%
发文量
221
期刊介绍: Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including: materials, chemistry, condensed matter physics engineering, energy life science, biology, medicine atmospheric/environmental science, climate science planetary science, astronomy, cosmology method development, numerical methods, statistics
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