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使用数学建模评估基于诱捕器的埃及伊蚊监测项目。

Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling.

作者信息

Lana Raquel Martins, Morais Maíra Moreira, Lima Tiago França Melo de, Carneiro Tiago Garcia de Senna, Stolerman Lucas Martins, Dos Santos Jefferson Pereira Caldas, Cortés José Joaquín Carvajal, Eiras Álvaro Eduardo, Codeço Cláudia Torres

机构信息

Programa de Computação Científica, (PROCC), Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro, Rio de Janeiro, Brazil.

Centro Universitário de Belo Horizonte (UniBH), Belo Horizonte, Minas Gerais, Brazil.

出版信息

PLoS One. 2018 Jan 5;13(1):e0190673. doi: 10.1371/journal.pone.0190673. eCollection 2018.

Abstract

The goal of this study was to assess the goodness-of-fit of theoretical models of population dynamics of Aedes aegypti to trap data collected by a long term entomological surveillance program. The carrying capacity K of this vector was estimated at city and neighborhood level. Adult mosquito abundance was measured via adults collected weekly by a network of sticky traps (Mosquitraps) from January 2008 to December 2011 in Vitória, Espírito Santo, Brazil. K was the only free parameter estimated by the model. At the city level, the model with temperature as a driver captured the seasonal pattern of mosquito abundance. At the local level, we observed a spatial heterogeneity in the estimated carrying capacity between neighborhoods, weakly associated with environmental variables related to poor infrastructure. Model goodness-of-fit was influenced by the number of sticky traps, and suggests a minimum of 16 traps at the neighborhood level for surveillance.

摘要

本研究的目的是评估埃及伊蚊种群动态理论模型与长期昆虫学监测计划收集的诱捕数据的拟合优度。在城市和社区层面估计了该媒介的环境容纳量K。通过2008年1月至2011年12月在巴西圣埃斯皮里图州维多利亚市由粘性诱捕器网络(Mosquitraps)每周收集的成虫来测量成年蚊子的丰度。K是模型估计的唯一自由参数。在城市层面,以温度为驱动因素的模型捕捉到了蚊子丰度的季节性模式。在局部层面,我们观察到各社区之间估计的环境容纳量存在空间异质性,与基础设施差相关的环境变量弱相关。模型的拟合优度受粘性诱捕器数量的影响,表明在社区层面进行监测时至少需要16个诱捕器。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f97/5755894/42f4a0cbce9a/pone.0190673.g001.jpg

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