Cargando…

Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control

Arboviral disease transmission by Aedes mosquitoes poses a major challenge to public health systems in Ecuador, where constraints on health services and resource allocation call for spatially informed management decisions. Employing a unique dataset of larval occurrence records provided by the Ecuad...

Descripción completa

Detalles Bibliográficos
Autores principales: Lippi, Catherine A., Stewart-Ibarra, Anna M., Loor, M. E. Franklin Bajaña, Zambrano, Jose E. Dueñas, Lopez, Nelson A. Espinoza, Blackburn, Jason K., Ryan, Sadie J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6488096/
https://www.ncbi.nlm.nih.gov/pubmed/30995228
http://dx.doi.org/10.1371/journal.pntd.0007322
_version_ 1783414598494322688
author Lippi, Catherine A.
Stewart-Ibarra, Anna M.
Loor, M. E. Franklin Bajaña
Zambrano, Jose E. Dueñas
Lopez, Nelson A. Espinoza
Blackburn, Jason K.
Ryan, Sadie J.
author_facet Lippi, Catherine A.
Stewart-Ibarra, Anna M.
Loor, M. E. Franklin Bajaña
Zambrano, Jose E. Dueñas
Lopez, Nelson A. Espinoza
Blackburn, Jason K.
Ryan, Sadie J.
author_sort Lippi, Catherine A.
collection PubMed
description Arboviral disease transmission by Aedes mosquitoes poses a major challenge to public health systems in Ecuador, where constraints on health services and resource allocation call for spatially informed management decisions. Employing a unique dataset of larval occurrence records provided by the Ecuadorian Ministry of Health, we used ecological niche models (ENMs) to estimate the current geographic distribution of Aedes aegypti in Ecuador, using mosquito presence as a proxy for risk of disease transmission. ENMs built with the Genetic Algorithm for Rule-Set Production (GARP) algorithm and a suite of environmental variables were assessed for agreement and accuracy. The top model of larval mosquito presence was projected to the year 2050 under various combinations of greenhouse gas emissions scenarios and models of climate change. Under current climatic conditions, larval mosquitoes were not predicted in areas of high elevation in Ecuador, such as the Andes mountain range, as well as the eastern portion of the Amazon basin. However, all models projected to scenarios of future climate change demonstrated potential shifts in mosquito distribution, wherein range contractions were seen throughout most of eastern Ecuador, and areas of transitional elevation became suitable for mosquito presence. Encroachment of Ae. aegypti into mountainous terrain was estimated to affect up to 4,215 km(2) under the most extreme scenario of climate change, an area which would put over 12,000 people currently living in transitional areas at risk. This distributional shift into communities at higher elevations indicates an area of concern for public health agencies, as targeted interventions may be needed to protect vulnerable populations with limited prior exposure to mosquito-borne diseases. Ultimately, the results of this study serve as a tool for informing public health policy and mosquito abatement strategies in Ecuador.
format Online
Article
Text
id pubmed-6488096
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-64880962019-05-17 Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control Lippi, Catherine A. Stewart-Ibarra, Anna M. Loor, M. E. Franklin Bajaña Zambrano, Jose E. Dueñas Lopez, Nelson A. Espinoza Blackburn, Jason K. Ryan, Sadie J. PLoS Negl Trop Dis Research Article Arboviral disease transmission by Aedes mosquitoes poses a major challenge to public health systems in Ecuador, where constraints on health services and resource allocation call for spatially informed management decisions. Employing a unique dataset of larval occurrence records provided by the Ecuadorian Ministry of Health, we used ecological niche models (ENMs) to estimate the current geographic distribution of Aedes aegypti in Ecuador, using mosquito presence as a proxy for risk of disease transmission. ENMs built with the Genetic Algorithm for Rule-Set Production (GARP) algorithm and a suite of environmental variables were assessed for agreement and accuracy. The top model of larval mosquito presence was projected to the year 2050 under various combinations of greenhouse gas emissions scenarios and models of climate change. Under current climatic conditions, larval mosquitoes were not predicted in areas of high elevation in Ecuador, such as the Andes mountain range, as well as the eastern portion of the Amazon basin. However, all models projected to scenarios of future climate change demonstrated potential shifts in mosquito distribution, wherein range contractions were seen throughout most of eastern Ecuador, and areas of transitional elevation became suitable for mosquito presence. Encroachment of Ae. aegypti into mountainous terrain was estimated to affect up to 4,215 km(2) under the most extreme scenario of climate change, an area which would put over 12,000 people currently living in transitional areas at risk. This distributional shift into communities at higher elevations indicates an area of concern for public health agencies, as targeted interventions may be needed to protect vulnerable populations with limited prior exposure to mosquito-borne diseases. Ultimately, the results of this study serve as a tool for informing public health policy and mosquito abatement strategies in Ecuador. Public Library of Science 2019-04-17 /pmc/articles/PMC6488096/ /pubmed/30995228 http://dx.doi.org/10.1371/journal.pntd.0007322 Text en © 2019 Lippi 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
Lippi, Catherine A.
Stewart-Ibarra, Anna M.
Loor, M. E. Franklin Bajaña
Zambrano, Jose E. Dueñas
Lopez, Nelson A. Espinoza
Blackburn, Jason K.
Ryan, Sadie J.
Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title_full Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title_fullStr Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title_full_unstemmed Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title_short Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control
title_sort geographic shifts in aedes aegypti habitat suitability in ecuador using larval surveillance data and ecological niche modeling: implications of climate change for public health vector control
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6488096/
https://www.ncbi.nlm.nih.gov/pubmed/30995228
http://dx.doi.org/10.1371/journal.pntd.0007322
work_keys_str_mv AT lippicatherinea geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT stewartibarraannam geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT loormefranklinbajana geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT zambranojoseeduenas geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT lopeznelsonaespinoza geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT blackburnjasonk geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol
AT ryansadiej geographicshiftsinaedesaegyptihabitatsuitabilityinecuadorusinglarvalsurveillancedataandecologicalnichemodelingimplicationsofclimatechangeforpublichealthvectorcontrol