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Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti
Mosquito density plays an important role in the spread of mosquito-borne diseases such as dengue and Zika. While it remains very challenging to estimate the density of mosquitoes, modelers have tried different methods to represent it in mathematical models. The goal of this paper is to investigate t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920917/ https://www.ncbi.nlm.nih.gov/pubmed/31703421 http://dx.doi.org/10.3390/insects10110393 |
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author | El Moustaid, Fadoua Johnson, Leah R. |
author_facet | El Moustaid, Fadoua Johnson, Leah R. |
author_sort | El Moustaid, Fadoua |
collection | PubMed |
description | Mosquito density plays an important role in the spread of mosquito-borne diseases such as dengue and Zika. While it remains very challenging to estimate the density of mosquitoes, modelers have tried different methods to represent it in mathematical models. The goal of this paper is to investigate the various ways mosquito density has been quantified, as well as to propose a dynamical system model that includes the details of mosquito life stages leading to the adult population. We first discuss the mosquito traits involved in determining mosquito density, focusing on those that are temperature dependent. We evaluate different forms of models for mosquito densities based on these traits and explore their dynamics as temperature varies. Finally, we compare the predictions of the models to observations of Aedes aegypti abundances over time in Vitòria, Brazil. Our results indicate that the four models exhibit qualitatively and quantitatively different behaviors when forced by temperature, but that all seem reasonably consistent with observed abundance data. |
format | Online Article Text |
id | pubmed-6920917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69209172019-12-24 Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti El Moustaid, Fadoua Johnson, Leah R. Insects Article Mosquito density plays an important role in the spread of mosquito-borne diseases such as dengue and Zika. While it remains very challenging to estimate the density of mosquitoes, modelers have tried different methods to represent it in mathematical models. The goal of this paper is to investigate the various ways mosquito density has been quantified, as well as to propose a dynamical system model that includes the details of mosquito life stages leading to the adult population. We first discuss the mosquito traits involved in determining mosquito density, focusing on those that are temperature dependent. We evaluate different forms of models for mosquito densities based on these traits and explore their dynamics as temperature varies. Finally, we compare the predictions of the models to observations of Aedes aegypti abundances over time in Vitòria, Brazil. Our results indicate that the four models exhibit qualitatively and quantitatively different behaviors when forced by temperature, but that all seem reasonably consistent with observed abundance data. MDPI 2019-11-07 /pmc/articles/PMC6920917/ /pubmed/31703421 http://dx.doi.org/10.3390/insects10110393 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article El Moustaid, Fadoua Johnson, Leah R. Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title | Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title_full | Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title_fullStr | Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title_full_unstemmed | Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title_short | Modeling Temperature Effects on Population Density of the Dengue Mosquito Aedes aegypti |
title_sort | modeling temperature effects on population density of the dengue mosquito aedes aegypti |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6920917/ https://www.ncbi.nlm.nih.gov/pubmed/31703421 http://dx.doi.org/10.3390/insects10110393 |
work_keys_str_mv | AT elmoustaidfadoua modelingtemperatureeffectsonpopulationdensityofthedenguemosquitoaedesaegypti AT johnsonleahr modelingtemperatureeffectsonpopulationdensityofthedenguemosquitoaedesaegypti |