Cargando…

Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios

Climate change is affecting the distribution of pathogens and their arthropod vectors worldwide, particularly at northern latitudes. The distribution of Culicoides sonorensis (Diptera: Ceratopogonidae) plays a key role in affecting the emergence and spread of significant vector borne diseases such a...

Descripción completa

Detalles Bibliográficos
Autores principales: Zuliani, Anna, Massolo, Alessandro, Lysyk, Timothy, Johnson, Gregory, Marshall, Shawn, Berger, Kathryn, Cork, Susan Catherine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4547716/
https://www.ncbi.nlm.nih.gov/pubmed/26301509
http://dx.doi.org/10.1371/journal.pone.0130294
_version_ 1782387098071859200
author Zuliani, Anna
Massolo, Alessandro
Lysyk, Timothy
Johnson, Gregory
Marshall, Shawn
Berger, Kathryn
Cork, Susan Catherine
author_facet Zuliani, Anna
Massolo, Alessandro
Lysyk, Timothy
Johnson, Gregory
Marshall, Shawn
Berger, Kathryn
Cork, Susan Catherine
author_sort Zuliani, Anna
collection PubMed
description Climate change is affecting the distribution of pathogens and their arthropod vectors worldwide, particularly at northern latitudes. The distribution of Culicoides sonorensis (Diptera: Ceratopogonidae) plays a key role in affecting the emergence and spread of significant vector borne diseases such as Bluetongue (BT) and Epizootic Hemorrhagic Disease (EHD) at the border between USA and Canada. We used 50 presence points for C. sonorensis collected in Montana (USA) and south-central Alberta (Canada) between 2002 and 2012, together with monthly climatic and environmental predictors to develop a series of alternative maximum entropy distribution models. The best distribution model under current climatic conditions was selected through the Akaike Information Criterion, and included four predictors: Vapour Pressure Deficit of July, standard deviation of Elevation, Land Cover and mean Precipitation of May. This model was then projected into three climate change scenarios adopted by the IPCC in its 5(th) assessment report and defined as Representative Concentration Pathways (RCP) 2.6, 4.5 and 8.5. Climate change data for each predictor and each RCP were calculated for two time points pooling decadal data around each one of them: 2030 (2021–2040) and 2050 (2041–2060). Our projections showed that the areas predicted to be at moderate-high probability of C. sonorensis occurrence would increase from the baseline scenario to 2030 and from 2030 to 2050 for each RCP. The projection also indicated that the current northern limit of C. sonorensis distribution is expected to move northwards to above 53°N. This may indicate an increased risk of Culicoides-borne diseases occurrence over the next decades, particularly at the USA-Canada border, as a result of changes which favor C. sonorensis presence when associated to other factors (i.e. host and pathogen factors). Recent observations of EHD outbreaks in northern Montana and southern Alberta supported our projections and considerations. The results of this study can inform the development of cost effective surveillance programs, targeting areas within the predicted limits of C. sonorensis geographical occurrence under current and future climatic conditions.
format Online
Article
Text
id pubmed-4547716
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45477162015-09-01 Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios Zuliani, Anna Massolo, Alessandro Lysyk, Timothy Johnson, Gregory Marshall, Shawn Berger, Kathryn Cork, Susan Catherine PLoS One Research Article Climate change is affecting the distribution of pathogens and their arthropod vectors worldwide, particularly at northern latitudes. The distribution of Culicoides sonorensis (Diptera: Ceratopogonidae) plays a key role in affecting the emergence and spread of significant vector borne diseases such as Bluetongue (BT) and Epizootic Hemorrhagic Disease (EHD) at the border between USA and Canada. We used 50 presence points for C. sonorensis collected in Montana (USA) and south-central Alberta (Canada) between 2002 and 2012, together with monthly climatic and environmental predictors to develop a series of alternative maximum entropy distribution models. The best distribution model under current climatic conditions was selected through the Akaike Information Criterion, and included four predictors: Vapour Pressure Deficit of July, standard deviation of Elevation, Land Cover and mean Precipitation of May. This model was then projected into three climate change scenarios adopted by the IPCC in its 5(th) assessment report and defined as Representative Concentration Pathways (RCP) 2.6, 4.5 and 8.5. Climate change data for each predictor and each RCP were calculated for two time points pooling decadal data around each one of them: 2030 (2021–2040) and 2050 (2041–2060). Our projections showed that the areas predicted to be at moderate-high probability of C. sonorensis occurrence would increase from the baseline scenario to 2030 and from 2030 to 2050 for each RCP. The projection also indicated that the current northern limit of C. sonorensis distribution is expected to move northwards to above 53°N. This may indicate an increased risk of Culicoides-borne diseases occurrence over the next decades, particularly at the USA-Canada border, as a result of changes which favor C. sonorensis presence when associated to other factors (i.e. host and pathogen factors). Recent observations of EHD outbreaks in northern Montana and southern Alberta supported our projections and considerations. The results of this study can inform the development of cost effective surveillance programs, targeting areas within the predicted limits of C. sonorensis geographical occurrence under current and future climatic conditions. Public Library of Science 2015-08-24 /pmc/articles/PMC4547716/ /pubmed/26301509 http://dx.doi.org/10.1371/journal.pone.0130294 Text en © 2015 Zuliani 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
Zuliani, Anna
Massolo, Alessandro
Lysyk, Timothy
Johnson, Gregory
Marshall, Shawn
Berger, Kathryn
Cork, Susan Catherine
Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title_full Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title_fullStr Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title_full_unstemmed Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title_short Modelling the Northward Expansion of Culicoides sonorensis (Diptera: Ceratopogonidae) under Future Climate Scenarios
title_sort modelling the northward expansion of culicoides sonorensis (diptera: ceratopogonidae) under future climate scenarios
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4547716/
https://www.ncbi.nlm.nih.gov/pubmed/26301509
http://dx.doi.org/10.1371/journal.pone.0130294
work_keys_str_mv AT zulianianna modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT massoloalessandro modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT lysyktimothy modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT johnsongregory modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT marshallshawn modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT bergerkathryn modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios
AT corksusancatherine modellingthenorthwardexpansionofculicoidessonorensisdipteraceratopogonidaeunderfutureclimatescenarios