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用于预测墨西哥尤卡坦州病媒蚊子分布的生态位模型

Ecological Niche Model for Predicting Distribution of Disease-Vector Mosquitoes in Yucatán State, México.

作者信息

Baak-Baak Carlos M, Moo-Llanes David A, Cigarroa-Toledo Nohemi, Puerto Fernando I, Machain-Williams Carlos, Reyes-Solis Guadalupe, Nakazawa Yoshinori J, Ulloa-Garcia Armando, Garcia-Rejon Julian E

机构信息

Centro de Investigaciones Regionales Dr. Hideyo Noguchi, Universidad Autónoma de Yucatán Laboratorio de Arbovirología, Calle 43 No. 613 x Calle 90 Colonia Inalámbrica, Mérida, Yucatán, México CP 97069.

Centro Regional de Investigación en Salud Pública, Instituto Nacional de Salud Pública. Calle 19 Poniente esquina 4ta Norte, Tapachula, Chiapas, México, CP 30700.

出版信息

J Med Entomol. 2017 Jul 1;54(4):854-861. doi: 10.1093/jme/tjw243.

Abstract

The majority of the Yucatán State, México, presents subtropical climate that is suitable for many species of mosquitoes that are known to be vectors of diseases, including those from the genera Aedes and Culex. The objective of this study is to identify the geographic distribution of five species from these two genera and estimate the human population at risk of coming in contact with them. We compiled distributional data for Aedes aegypti (L.), Aedes (Howardina) cozumelensis (Diaz Najera), Culex coronator Dyar and Knab, Culex quinquefasciatus Say, and Culex thriambus Dyar from several entomological studies in Yucatán between March 2010 and September 2014. Based on these data, we constructed ecological niche models to predict the spatial distribution of each species using the MaxEnt algorithm. Our models identified areas with suitable environments for Ae. aegypti in most of Yucatán. A similar percentage of urban (97.1%) and rural (96.5%) populations were contained in areas of highest suitability for Ae. aegypti, and no spatial pattern was found (Moran's I = 0.33, P = 0.38); however, we found an association of abundance of immature forms of this species with annual mean temperature (r = 0.19, P ≤ 0.001) and annual precipitation (r = 0.21, P ≤ 0.001). Aedes cozumelensis is also distributed in most areas of the Yucatán State; Cx. quinquefasciatus, Cx. coronator, and Cx. thriambus are restricted to the northwest. The information generated in this study can inform decision-making to address control measures in priority areas with presence of these vectors.

摘要

墨西哥尤卡坦州的大部分地区呈现亚热带气候,适宜多种已知为疾病传播媒介的蚊子生存,包括伊蚊属和库蚊属的蚊子。本研究的目的是确定这两个属中五个物种的地理分布,并估计有接触这些蚊子风险的人群数量。我们收集了2010年3月至2014年9月期间在尤卡坦进行的多项昆虫学研究中埃及伊蚊、科苏梅尔伊蚊、冠库蚊、致倦库蚊和斯氏库蚊的分布数据。基于这些数据,我们使用最大熵算法构建生态位模型来预测每个物种的空间分布。我们的模型确定了尤卡坦大部分地区适合埃及伊蚊生存的环境区域。在埃及伊蚊最适宜生存的区域,城市人口(97.1%)和农村人口(96.5%)所占比例相似,且未发现空间格局(莫兰指数I = 0.33,P = 0.38);然而,我们发现该物种幼虫数量与年平均温度(r = 0.19,P≤0.001)和年降水量(r = 0.21,P≤0.001)存在关联。科苏梅尔伊蚊也分布在尤卡坦州的大部分地区;致倦库蚊、冠库蚊和斯氏库蚊则局限于西北部。本研究生成的信息可为在这些病媒存在的优先区域制定控制措施的决策提供参考。

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