Cargando…

A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios

Bluetongue (BT) is still present in Europe and the introduction of new serotypes from endemic areas in the African continent is a possible threat. Culicoides imicola remains one of the most relevant BT vectors in Spain and research on the environmental determinants driving its life cycle is key to p...

Descripción completa

Detalles Bibliográficos
Autores principales: Acevedo, Pelayo, Ruiz-Fons, Francisco, Estrada, Rosa, Márquez, Ana Luz, Miranda, Miguel Angel, Gortázar, Christian, Lucientes, Javier
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2997795/
https://www.ncbi.nlm.nih.gov/pubmed/21151914
http://dx.doi.org/10.1371/journal.pone.0014236
_version_ 1782193329434263552
author Acevedo, Pelayo
Ruiz-Fons, Francisco
Estrada, Rosa
Márquez, Ana Luz
Miranda, Miguel Angel
Gortázar, Christian
Lucientes, Javier
author_facet Acevedo, Pelayo
Ruiz-Fons, Francisco
Estrada, Rosa
Márquez, Ana Luz
Miranda, Miguel Angel
Gortázar, Christian
Lucientes, Javier
author_sort Acevedo, Pelayo
collection PubMed
description Bluetongue (BT) is still present in Europe and the introduction of new serotypes from endemic areas in the African continent is a possible threat. Culicoides imicola remains one of the most relevant BT vectors in Spain and research on the environmental determinants driving its life cycle is key to preventing and controlling BT. Our aim was to improve our understanding of the biotic and abiotic determinants of C. imicola by modelling its present abundance, studying the spatial pattern of predicted abundance in relation to BT outbreaks, and investigating how the predicted current distribution and abundance patterns might change under future (2011–2040) scenarios of climate change according to the Intergovernmental Panel on Climate Change. C. imicola abundance data from the bluetongue national surveillance programme were modelled with spatial, topoclimatic, host and soil factors. The influence of these factors was further assessed by variation partitioning procedures. The predicted abundance of C. imicola was also projected to a future period. Variation partitioning demonstrated that the pure effect of host and topoclimate factors explained a high percentage (>80%) of the variation. The pure effect of soil followed in importance in explaining the abundance of C. imicola. A close link was confirmed between C. imicola abundance and BT outbreaks. To the best of our knowledge, this study is the first to consider wild and domestic hosts in predictive modelling for an arthropod vector. The main findings regarding the near future show that there is no evidence to suggest that there will be an important increase in the distribution range of C. imicola; this contrasts with an expected increase in abundance in the areas where it is already present in mainland Spain. What may be expected regarding the future scenario for orbiviruses in mainland Spain, is that higher predicted C. imicola abundance may significantly change the rate of transmission of orbiviruses.
format Text
id pubmed-2997795
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-29977952010-12-10 A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios Acevedo, Pelayo Ruiz-Fons, Francisco Estrada, Rosa Márquez, Ana Luz Miranda, Miguel Angel Gortázar, Christian Lucientes, Javier PLoS One Research Article Bluetongue (BT) is still present in Europe and the introduction of new serotypes from endemic areas in the African continent is a possible threat. Culicoides imicola remains one of the most relevant BT vectors in Spain and research on the environmental determinants driving its life cycle is key to preventing and controlling BT. Our aim was to improve our understanding of the biotic and abiotic determinants of C. imicola by modelling its present abundance, studying the spatial pattern of predicted abundance in relation to BT outbreaks, and investigating how the predicted current distribution and abundance patterns might change under future (2011–2040) scenarios of climate change according to the Intergovernmental Panel on Climate Change. C. imicola abundance data from the bluetongue national surveillance programme were modelled with spatial, topoclimatic, host and soil factors. The influence of these factors was further assessed by variation partitioning procedures. The predicted abundance of C. imicola was also projected to a future period. Variation partitioning demonstrated that the pure effect of host and topoclimate factors explained a high percentage (>80%) of the variation. The pure effect of soil followed in importance in explaining the abundance of C. imicola. A close link was confirmed between C. imicola abundance and BT outbreaks. To the best of our knowledge, this study is the first to consider wild and domestic hosts in predictive modelling for an arthropod vector. The main findings regarding the near future show that there is no evidence to suggest that there will be an important increase in the distribution range of C. imicola; this contrasts with an expected increase in abundance in the areas where it is already present in mainland Spain. What may be expected regarding the future scenario for orbiviruses in mainland Spain, is that higher predicted C. imicola abundance may significantly change the rate of transmission of orbiviruses. Public Library of Science 2010-12-06 /pmc/articles/PMC2997795/ /pubmed/21151914 http://dx.doi.org/10.1371/journal.pone.0014236 Text en Acevedo 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Acevedo, Pelayo
Ruiz-Fons, Francisco
Estrada, Rosa
Márquez, Ana Luz
Miranda, Miguel Angel
Gortázar, Christian
Lucientes, Javier
A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title_full A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title_fullStr A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title_full_unstemmed A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title_short A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios
title_sort broad assessment of factors determining culicoides imicola abundance: modelling the present and forecasting its future in climate change scenarios
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2997795/
https://www.ncbi.nlm.nih.gov/pubmed/21151914
http://dx.doi.org/10.1371/journal.pone.0014236
work_keys_str_mv AT acevedopelayo abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT ruizfonsfrancisco abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT estradarosa abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT marquezanaluz abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT mirandamiguelangel abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT gortazarchristian abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT lucientesjavier abroadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT acevedopelayo broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT ruizfonsfrancisco broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT estradarosa broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT marquezanaluz broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT mirandamiguelangel broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT gortazarchristian broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios
AT lucientesjavier broadassessmentoffactorsdeterminingculicoidesimicolaabundancemodellingthepresentandforecastingitsfutureinclimatechangescenarios