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The spatial distribution of Anopheles gambiae sensu stricto and An. arabiensis (Diptera: Culicidae) in Mali

机译:冈比亚按蚊和按蚊的空间分布。马里的Arabiensis(Diptera:Culicidae)

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摘要

Variations in the biology and ecology and the high level of genetic polymorphism of malaria vectors in Africa highlight the value of mapping their spatial distribution to enhance successful implementation of integrated vector management. The objective of this study was to collate data on the relative frequencies of Anopheles gambiae s.s. and An. arabiensis mosquitoes in Mali, to assess their association with climate and environmental covariates, and to produce maps of their spatial distribution. Bayesian geostatistical logistic regression models were fitted to identify environmental determinants of the relative frequencies of An. gambiae s.s. and An. arabiensis species and to produce smooth maps of their geographical distribution. The frequency of An. arabiensis was positively associated with the normalized difference vegetation index, the soil water storage index, the maximum temperature and the distance to water bodies. It was negatively associated with the minimum temperature and rainfall. The predicted map suggests that, in West Africa, An. arabiensis is concentrated in the drier savannah areas, while An. gambiae s.s. prefers the southern savannah and land along the rivers, particularly the inner delta of Niger. Because the insecticide knockdown resistance (kdr) gene is reported only in An. gambiae s.s. in Mali, the maps provide valuable information for vector control. They may also be useful for planning future implementation of malaria control by genetically manipulated mosquitoes.
机译:非洲疟疾媒介的生物学和生态学变化以及高水平的遗传多态性凸显了绘制其空间分布图的价值,以增强综合媒介管理的成功实施。这项研究的目的是整理冈比亚按蚊的相对频率数据。和。马里的阿拉伯半岛蚊子,以评估它们与气候和环境协变量的关联,并绘制其空间分布图。使用贝叶斯地统计logistic回归模型来确定An相对频率的环境决定因素。冈比亚公司和。并产生其地理分布的平滑地图。 An的频率。归一化差异植被指数,土壤蓄水指数,最高温度和距水体的距离呈正相关。它与最低温度和降雨量负相关。预测的地图表明,在西非,An。阿拉伯半岛集中在较干燥的大草原地区,而An。冈比亚公司偏爱南部大草原和河流沿岸的土地,尤其是尼日尔内河三角洲。因为仅在An中报道了杀虫剂抗击倒性(kdr)基因。冈比亚公司在马里,这些地图为媒介控制提供了宝贵的信息。它们对于计划将来通过基因操纵的蚊子控制疟疾也可能有用。

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