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A climate-driven abundance model to assess mosquito control strategies

机译:由气候驱动的丰度模型来评估蚊子控制策略

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As mosquitoes are vectors of major pathogens worldwide, the control of mosquito populations is one way to fight vector-borne diseases. The objectives of our study were to develop a tool to predict mosquito abundance over time, identify the main determinants of mosquito population dynamics, and assess mosquito control strategies. We developed a generic, mechanistic, climate-driven model of seasonal mosquito population dynamics that can be run over several years because it takes diapause into account. Both aquatic and adult stages are considered, resulting in 10 model compartments: eggs, larvae, and pupae for juveniles; emergent, nulliparous, and parous for adults, the latter two broken down into host-seeking, resting, and ovipositing adults. We then applied the model to Anopheles species of southern France, some of which (nulliparous adults) overwinter. We defined specific transition functions and parameter values for these species and this geographical area based on a literature review. Our model correctly predicted entomological field data. Control points in the model were related to mortality rates of adults, the sex-ratio at emergence, parameters related to development functions and the number of eggs laid by females. Lastly, we used our model to compare the efficiency of mosquito control strategies targeting larvae. We found that a larvicide spraying at regular time intervals acted as a preventive measure against mosquito emergence, and that such a strategy was more efficient than spraying only when the abundance of host-seeking females reached a given threshold. The proposed model can be applied easily to other mosquito species and geographic areas by adapting transition functions and parameter values.
机译:由于蚊子是全世界主要病原体的媒介,因此控制蚊子种群是防治媒介传播疾病的一种方法。我们研究的目的是开发一种预测随时间推移蚊子数量的工具,确定蚊子种群动态的主要决定因素,并评估蚊子的控制策略。我们开发了一个通用的,机械的,气候驱动的季节性蚊子种群动态模型,由于考虑了滞育性,该模型可以运行数年。考虑了水生阶段和成年阶段,形成了10个模型区室:卵,幼虫和幼虫的p。成年后出现突生,未产和成年,后两个分为成年寄主,静息和排卵。然后,我们将该模型应用于法国南部的按蚊物种,其中一些(成核动物)越冬。我们根据文献综述为这些物种和该地理区域定义了特定的过渡函数和参数值。我们的模型可以正确预测昆虫学现场数据。模型中的控制点与成年死亡率,出苗时的性别比,与发育功能和雌性产卵数有关的参数有关。最后,我们使用模型比较了针对幼虫的灭蚊策略的效率。我们发现,定期喷洒杀幼虫剂可以预防蚊子的出现,而且这种策略比仅在有大量寻求宿主的雌性达到规定阈值时才喷洒杀虫剂更为有效。通过适应转换函数和参数值,该模型可以轻松应用于其他蚊子和地理区域。

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