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Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations
Mosquitoes are responsible for the transmission of major pathogens worldwide. Modelling their population dynamics and mapping their distribution can contribute effectively to disease surveillance and control systems. Two main approaches are classically used to understand and predict mosquito abundan...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6968851/ https://www.ncbi.nlm.nih.gov/pubmed/31951601 http://dx.doi.org/10.1371/journal.pone.0227407 |
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author | Tran, Annelise Mangeas, Morgan Demarchi, Marie Roux, Emmanuel Degenne, Pascal Haramboure, Marion Le Goff, Gilbert Damiens, David Gouagna, Louis-Clément Herbreteau, Vincent Dehecq, Jean-Sébastien |
author_facet | Tran, Annelise Mangeas, Morgan Demarchi, Marie Roux, Emmanuel Degenne, Pascal Haramboure, Marion Le Goff, Gilbert Damiens, David Gouagna, Louis-Clément Herbreteau, Vincent Dehecq, Jean-Sébastien |
author_sort | Tran, Annelise |
collection | PubMed |
description | Mosquitoes are responsible for the transmission of major pathogens worldwide. Modelling their population dynamics and mapping their distribution can contribute effectively to disease surveillance and control systems. Two main approaches are classically used to understand and predict mosquito abundance in space and time, namely empirical (or statistical) and process-based models. In this work, we used both approaches to model the population dynamics in Reunion Island of the 'Tiger mosquito', Aedes albopictus, a vector of dengue and chikungunya viruses, using rainfall and temperature data. We aimed to i) evaluate and compare the two types of models, and ii) develop an operational tool that could be used by public health authorities and vector control services. Our results showed that Ae. albopictus dynamics in Reunion Island are driven by both rainfall and temperature with a non-linear relationship. The predictions of the two approaches were consistent with the observed abundances of Ae. albopictus aquatic stages. An operational tool with a user-friendly interface was developed, allowing the creation of maps of Ae. albopictus densities over the whole territory using meteorological data collected from a network of weather stations. It is now routinely used by the services in charge of vector control in Reunion Island. |
format | Online Article Text |
id | pubmed-6968851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69688512020-01-26 Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations Tran, Annelise Mangeas, Morgan Demarchi, Marie Roux, Emmanuel Degenne, Pascal Haramboure, Marion Le Goff, Gilbert Damiens, David Gouagna, Louis-Clément Herbreteau, Vincent Dehecq, Jean-Sébastien PLoS One Research Article Mosquitoes are responsible for the transmission of major pathogens worldwide. Modelling their population dynamics and mapping their distribution can contribute effectively to disease surveillance and control systems. Two main approaches are classically used to understand and predict mosquito abundance in space and time, namely empirical (or statistical) and process-based models. In this work, we used both approaches to model the population dynamics in Reunion Island of the 'Tiger mosquito', Aedes albopictus, a vector of dengue and chikungunya viruses, using rainfall and temperature data. We aimed to i) evaluate and compare the two types of models, and ii) develop an operational tool that could be used by public health authorities and vector control services. Our results showed that Ae. albopictus dynamics in Reunion Island are driven by both rainfall and temperature with a non-linear relationship. The predictions of the two approaches were consistent with the observed abundances of Ae. albopictus aquatic stages. An operational tool with a user-friendly interface was developed, allowing the creation of maps of Ae. albopictus densities over the whole territory using meteorological data collected from a network of weather stations. It is now routinely used by the services in charge of vector control in Reunion Island. Public Library of Science 2020-01-17 /pmc/articles/PMC6968851/ /pubmed/31951601 http://dx.doi.org/10.1371/journal.pone.0227407 Text en © 2020 Tran 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 Tran, Annelise Mangeas, Morgan Demarchi, Marie Roux, Emmanuel Degenne, Pascal Haramboure, Marion Le Goff, Gilbert Damiens, David Gouagna, Louis-Clément Herbreteau, Vincent Dehecq, Jean-Sébastien Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title | Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title_full | Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title_fullStr | Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title_full_unstemmed | Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title_short | Complementarity of empirical and process-based approaches to modelling mosquito population dynamics with Aedes albopictus as an example—Application to the development of an operational mapping tool of vector populations |
title_sort | complementarity of empirical and process-based approaches to modelling mosquito population dynamics with aedes albopictus as an example—application to the development of an operational mapping tool of vector populations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6968851/ https://www.ncbi.nlm.nih.gov/pubmed/31951601 http://dx.doi.org/10.1371/journal.pone.0227407 |
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