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影响埃及伊蚊(双翅目:蚊科)滋生和密度的过程:通过统计建模和阿根廷北部的风险图进行推断。

Processes affecting Aedes aegypti (Diptera: Culicidae) infestation and abundance: inference through statistical modeling and risk maps in northern Argentina.

机构信息

Laboratorio de Eco-Epidemiología, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Intendente Güiraldes 2160, Ciudad Universitaria, Buenos Aires, Argentina C1428EGA.

出版信息

J Med Entomol. 2012 May;49(3):722-30. doi: 10.1603/me11156.

DOI:10.1603/me11156
PMID:22679882
Abstract

Understanding the processes that affect Aedes aegypti (L.) (Diptera: Culicidae) may serve as a starting point to create and/or improve vector control strategies. For this purpose, we performed statistical modeling of three entomological surveys conducted in Clorinda City, northern Argentina. Previous 'basic' models of presence or absence of larvae and/or pupae (infestation) and the number of pupae in infested containers (productivity), mainly based on physical characteristics of containers, were expanded to include variables selected a priori reflecting water use practices, vector-related context factors, the history of chemical control, and climate. Model selection was performed using Akaike's Information Criterion. In total, 5,431 water-holding containers were inspected and 12,369 Ae. aegypti pupae collected from 963 positive containers. Large tanks were the most productive container type. Variables reflecting every putative process considered, except for history of chemical control, were selected in the best models obtained for infestation and productivity. The associations found were very strong, particularly in the case of infestation. Water use practices and vector-related context factors were the most important ones, as evidenced by their impact on Akaike's Information Criterion scores of the infestation model. Risk maps based on empirical data and model predictions showed a heterogeneous distribution of entomological risk. An integrated vector control strategy is recommended, aiming at community participation for healthier water use practices and targeting large tanks for key elements such as lid status, water addition frequency and water use.

摘要

了解影响埃及伊蚊(L.)(双翅目:蚊科)的过程可能是制定和/或改进病媒控制策略的起点。为此,我们对在阿根廷北部克洛琳达市进行的三项昆虫学调查进行了统计建模。以前基于容器物理特性的幼虫和/或蛹(感染)存在与否以及受感染容器中蛹数量(生产力)的“基本”模型得到了扩展,纳入了反映用水习惯、与蚊子相关的背景因素、化学控制史和气候的预先选择的变量。使用赤池信息量准则进行模型选择。总共检查了 5431 个储水容器,并从 963 个阳性容器中收集了 12369 只埃及伊蚊蛹。大型水箱是最具生产力的容器类型。在获得的最佳感染和生产力模型中,除了化学控制史外,还选择了反映每个假定过程的变量。发现的关联非常强,特别是在感染的情况下。用水习惯和与蚊子相关的背景因素是最重要的,这反映在感染模型的赤池信息量准则评分上。基于经验数据和模型预测的风险图显示了昆虫学风险的不均匀分布。建议采取综合病媒控制策略,旨在通过社区参与来促进更健康的用水习惯,并针对大型水箱等关键要素,如盖子状态、加水频率和用水进行目标定位。

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