玉米条病动态与控制的随机流行模型

O. C. Collins, K. J. Duffy
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引用次数: 0

摘要

玉米是我国重要的主粮作物,易患病害。玉米条纹病是影响玉米的严重病害之一,特别是在该病害流行的撒哈拉以南非洲地区。我们建立了一个随机流行病模型,其中有三种控制措施类型(机械、化学和预防)来减轻疾病。给出了该模型的确定性版本的动态系统分析。利用多类型分支过程理论确定了玉米条病灭绝或延续的概率。利用这些结果,考虑了这些防治措施对减少玉米条病的有效程度。结果表明,化学和机械控制措施最好同时采取,在降低发病率方面比预防性控制措施效果更好。然而,考虑到化学控制可能产生的负面影响,表明充分的机械控制与小程度的预防和化学控制相结合可能是限制玉米条病的最可行策略。
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A stochastic epidemic model for the dynamics and control of maize streak disease
ABSTRACT Maize is an essential staple food crop and is vulnerable to diseases. Maize streak disease is one of the serious illnesses that affect maize, especially in sub-Saharan Africa where the disease is endemic. We developed a stochastic epidemic model with three control measure types (mechanical, chemical and preventative) that mitigate the disease. A dynamical system analysis of the deterministic version of the model is provided. The probability of maize streak disease extinction or persistence is determined using the theory of a multi-type branching process. Using these results, the degrees to which these control measures are effective in reducing maize streak disease are considered. It is shown that chemical and mechanical control measures, preferably together, are better than preventive controls in reducing disease prevalence. However, considering the possible negative effects of a chemical control, it is shown that sufficient mechanical control combined with a small degree of each of preventative and chemical control could be the most viable strategy to limit maize streak disease.
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