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

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 abundan...

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Autores principales: Lana, Raquel Martins, Morais, Maíra Moreira, de Lima, Tiago França Melo, Carneiro, Tiago Garcia de Senna, Stolerman, Lucas Martins, dos Santos, Jefferson Pereira Caldas, Cortés, José Joaquín Carvajal, Eiras, Álvaro Eduardo, Codeço, Cláudia Torres
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755894/
https://www.ncbi.nlm.nih.gov/pubmed/29304070
http://dx.doi.org/10.1371/journal.pone.0190673
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author Lana, Raquel Martins
Morais, Maíra Moreira
de Lima, Tiago França Melo
Carneiro, Tiago Garcia de Senna
Stolerman, Lucas Martins
dos Santos, Jefferson Pereira Caldas
Cortés, José Joaquín Carvajal
Eiras, Álvaro Eduardo
Codeço, Cláudia Torres
author_facet Lana, Raquel Martins
Morais, Maíra Moreira
de Lima, Tiago França Melo
Carneiro, Tiago Garcia de Senna
Stolerman, Lucas Martins
dos Santos, Jefferson Pereira Caldas
Cortés, José Joaquín Carvajal
Eiras, Álvaro Eduardo
Codeço, Cláudia Torres
author_sort Lana, Raquel Martins
collection PubMed
description 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.
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spelling pubmed-57558942018-01-26 Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling Lana, Raquel Martins Morais, Maíra Moreira de Lima, Tiago França Melo Carneiro, Tiago Garcia de Senna Stolerman, Lucas Martins dos Santos, Jefferson Pereira Caldas Cortés, José Joaquín Carvajal Eiras, Álvaro Eduardo Codeço, Cláudia Torres PLoS One Research Article 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. Public Library of Science 2018-01-05 /pmc/articles/PMC5755894/ /pubmed/29304070 http://dx.doi.org/10.1371/journal.pone.0190673 Text en © 2018 Lana et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Lana, Raquel Martins
Morais, Maíra Moreira
de Lima, Tiago França Melo
Carneiro, Tiago Garcia de Senna
Stolerman, Lucas Martins
dos Santos, Jefferson Pereira Caldas
Cortés, José Joaquín Carvajal
Eiras, Álvaro Eduardo
Codeço, Cláudia Torres
Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title_full Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title_fullStr Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title_full_unstemmed Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title_short Assessment of a trap based Aedes aegypti surveillance program using mathematical modeling
title_sort assessment of a trap based aedes aegypti surveillance program using mathematical modeling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755894/
https://www.ncbi.nlm.nih.gov/pubmed/29304070
http://dx.doi.org/10.1371/journal.pone.0190673
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