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使用SAIR-SI分区模型、流行最终规模和遗传算法优化柑橘果园黄龙病的控制参数。

Optimizing control parameters for Huanglongbing disease in citrus orchards using SAIR-SI compartmental model, epidemic final size, and genetic algorithms.

作者信息

Anzo Hernández Andrés, Giménez Mujica Uvencio José, Hernández Gracidas Carlos Arturo, Oliveros Oliveros José Jacobo

机构信息

CONAHCYT- Investigadoras e Investigadores por México, Facultad de Ciencias Físico-Matemáticas, Benemérita Universidad Autónoma de Puebla, Avenida San Claudio y 18 Sur, Colonia San Manuel, 72570, Puebla, Puebla, México.

Área de Matemáticas Aplicadas, Centro de Investigación en Matemáticas, A.C., De Jalisco s/n, Col. Valenciana, 36023, Guanajuato, Guanajuato, México.

出版信息

J Math Biol. 2024 Dec 13;90(1):4. doi: 10.1007/s00285-024-02161-1.

Abstract

Huanglongbing (HLB) is a bacterial disease that affects citrus trees worldwide. We present an innovative approach for identifying optimal control and risk measures for HLB in citrus orchards. Our method is based on a mathematical model that incorporates the number of roguing trees and a logistic growth model for the dynamic of the Asian Citrus Psyllid (ACP), the primary vector for HLB transmission. We derive an expression for: (1) the basic reproduction number ; (2) the final size for the number of roguing trees; and (3) the transmission risk. The above let us propose a difference map equation that assesses this final size with a low computational cost. We use this difference map in an evolutionary algorithm to identify the most effective combination of control parameter values for reducing HLB transmission, including the timing and frequency of roguing and the use of insecticides. In this sense, we propose two control strategies, which we called tree-centered and vector-centered.

摘要

黄龙病(HLB)是一种影响全球柑橘树的细菌性疾病。我们提出了一种创新方法,用于确定柑橘果园中黄龙病的最佳控制和风险措施。我们的方法基于一个数学模型,该模型纳入了砍伐病树的数量以及亚洲柑橘木虱(ACP)动态的逻辑增长模型,亚洲柑橘木虱是黄龙病传播的主要媒介。我们推导出了以下表达式:(1)基本繁殖数;(2)砍伐病树数量的最终规模;(3)传播风险。上述内容使我们能够提出一个差分映射方程,该方程以较低的计算成本评估这一最终规模。我们在进化算法中使用此差分映射来确定减少黄龙病传播的控制参数值的最有效组合,包括砍伐的时间和频率以及杀虫剂的使用。从这个意义上说,我们提出了两种控制策略,我们称之为以树为中心和以媒介为中心的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b5/11645321/d64a7f7a9fe6/285_2024_2161_Fig1_HTML.jpg

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