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建立包含无症状携带个体的马尾松萎蔫病动力学模型及最优控制

Modelling the dynamics of Pine Wilt Disease with asymptomatic carriers and optimal control.

机构信息

Informetrics Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam.

Faculty of Mathematics and Statistics, Ton Duc Thang University, Ho Chi Minh City, Vietnam.

出版信息

Sci Rep. 2020 Jul 10;10(1):11412. doi: 10.1038/s41598-020-67090-7.

Abstract

Pine wilt disease is a lethal tree disease caused by nematodes carried by pine sawyer beetles. Once affected, the trees are destroyed within a few months, resulting in significant environmental and economic losses. The role of asymptomatic carrier trees in the disease dynamics remains unclear. We developed a mathematical model to investigate the effect of asymptomatic carriers on the long-term outcome of the disease. We performed a stability and sensitivity analysis to identify key parameters and used optimal control to examine several intervention options. Our model shows that, with the application of suitable controls, the disease can be eliminated in the vector population and all tree populations except for asymptomatic carriers. Of the possible controls (tree injection, elimination of infected trees, insecticide spraying), we determined that elimination of infected trees is crucial. However, if the costs of insecticide spraying increase, it can be supplemented (although not replaced entirely) by tree injection, so long as some spraying is still undertaken.

摘要

松材线虫病是一种由携带松材线虫的松墨天牛引起的致命树种疾病。一旦受到感染,树木在几个月内就会被破坏,造成重大的环境和经济损失。无症状携带树木在疾病动态中的作用尚不清楚。我们开发了一个数学模型来研究无症状携带者对疾病长期结果的影响。我们进行了稳定性和敏感性分析,以确定关键参数,并使用最优控制来检查几种干预选项。我们的模型表明,通过应用适当的控制措施,可以消除媒介种群中的疾病,以及除无症状携带者之外的所有树种种群。在可能的控制措施(树木注射、清除感染树木、喷洒杀虫剂)中,我们确定清除感染树木至关重要。然而,如果杀虫剂喷洒的成本增加,那么可以通过树木注射来补充(尽管不能完全替代),只要仍进行一些喷洒。

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