Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
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
_version_ 1783489215849299968
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
work_keys_str_mv AT tranannelise complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT mangeasmorgan complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT demarchimarie complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT rouxemmanuel complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT degennepascal complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT harambouremarion complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT legoffgilbert complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT damiensdavid complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT gouagnalouisclement complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT herbreteauvincent complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations
AT dehecqjeansebastien complementarityofempiricalandprocessbasedapproachestomodellingmosquitopopulationdynamicswithaedesalbopictusasanexampleapplicationtothedevelopmentofanoperationalmappingtoolofvectorpopulations