基于气象变量的埃及伊蚊侵染模式——以巴西米纳斯吉拉斯州卡拉廷加为例

IF 1 Q3 URBAN STUDIES
F. S. Cordeiro, A. Eiras, F. R. Silva, J. L. Acebal
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引用次数: 2

摘要

埃及伊蚊是登革热、寨卡病毒、基孔肯雅热和黄热病等疾病的传播媒介。该物种的所有发育阶段,卵、幼虫、蛹和成虫的数量都受降水和温度等气象变量的影响,通过影响繁殖地的生产力、代谢过程等。由于成年女性负责传播病毒,因此女性人口成为感染风险的直接指标。因此,一些正在进行的病媒监测计划是基于捕获成年雌性。反过来,所有发展阶段的人口都受到气象变量的调节,如降水和温度,通过繁殖地的生产力、代谢过程和其他因素。本文利用野外捕获雌蚊的数据,对天气影响下的埃及伊蚊种群动态模型是否能够预测野外种群数量进行了评价。非线性动态系统模型包括:(1)为持续监测项目设计的蚊虫发育阶段种群的4个方程;(2)平均气温和周累积降水对发展速率的参数依赖性。对温度和降水的依赖关系进行建模的目的是尽可能减少参数的数量,使其简单。温度依赖关系是根据相关文献的值来建模的,假设存在速率的最佳温度,在极端温度下变得更糟。在实验中很少处理的对降水的依赖是在假设单调依赖的情况下建模的,这种依赖由幂律描述,其值根据文献中的数据以数量级估计。通过与野外伊蚊数量昆虫学指标资料的比较。在Caratinga市(Minas Gerais,巴西)的一个公共卫生项目中捕获的埃及伊蚊雌性,该模型显示出显著的相关性(R = 0.75)。结果表明,该方法经过改进,可以对种群规模进行预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Model for Aedes aegypti Infestation According to Meteorological Variables: case of Caratinga (Minas Gerais - Brazil)
Aedes aegypti mosquitoes are the vector of diseases such as dengue, zika, chikungunya, and yellow fever among others. All the stages of development, eggs, larvae, pupa, and the adult of the species have its population modulated by meteorological variables, such as precipitation and temperature through affecting the productivity of breeding sites, metabolic processes, and others. Since adult females are responsible for transmitting the virus, the population of females becomes a direct indicator of the risk of infection. For this reason, some ongoing vector surveillance programs are based on adult female capture. In turn, all the stages of development have its population modulated by meteorological variables, such as precipitation and temperature, through productivity of breeding sites, metabolic processes and others. In this work, field data of capture of females was used to evaluate if a population dynamics model of Aedes aegypti under the effect of weather would be able to forecast field population. The nonlinear dynamic system model comprises: (1) four equations for the populations of the stages of development of the mosquito, designed for the ongoing surveillance program; (2) parametric dependencies of the rates of development on mean temperature and weekly accumulated precipitation. The dependencies on temperature and precipitation are modelled with aim of simplicity with the fewer number of parameters as possible. Temperature dependence is modelled based on values of the related literature under the assumption of existence of a optimum temperature for the rates, getting worse for extreme temperatures. The dependence on precipitation which is barely treated in experiments is modelled under the assumption of a monotonic dependence described by a power law with values estimated in orders of magnitude from data in the literature. By comparison with field data of an entomological indicator based on the number of Ae. aegypti females captured by a public health program in the city of Caratinga (Minas Gerais, Brazil), the model showed a significant correlation (R = 0.75). The result shows that the approach, if refined, can provide forecasting for of the population size.
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来源期刊
CiteScore
0.70
自引率
35.30%
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审稿时长
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