Cargando…

Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling

BACKGROUND: Aedes aegypti and Ae. albopictus mosquitoes are major vectors for several human diseases of global importance, such as dengue and yellow fever. Their life cycles and hosted arboviruses are climate sensitive and thus expected to be impacted by climate change. Most studies investigating cl...

Descripción completa

Detalles Bibliográficos
Autores principales: Bonnin, Lucas, Tran, Annelise, Herbreteau, Vincent, Marcombe, Sébastien, Boyer, Sébastien, Mangeas, Morgan, Menkes, Christophe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Environmental Health Perspectives 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9726451/
https://www.ncbi.nlm.nih.gov/pubmed/36473499
http://dx.doi.org/10.1289/EHP11068
_version_ 1784844787482886144
author Bonnin, Lucas
Tran, Annelise
Herbreteau, Vincent
Marcombe, Sébastien
Boyer, Sébastien
Mangeas, Morgan
Menkes, Christophe
author_facet Bonnin, Lucas
Tran, Annelise
Herbreteau, Vincent
Marcombe, Sébastien
Boyer, Sébastien
Mangeas, Morgan
Menkes, Christophe
author_sort Bonnin, Lucas
collection PubMed
description BACKGROUND: Aedes aegypti and Ae. albopictus mosquitoes are major vectors for several human diseases of global importance, such as dengue and yellow fever. Their life cycles and hosted arboviruses are climate sensitive and thus expected to be impacted by climate change. Most studies investigating climate change impacts on Aedes at global or continental scales focused on their future global distribution changes, whereas a single study focused on its effects on Ae. aegypti densities regionally. OBJECTIVES: A process-based approach was used to model densities of Ae. aegypti and Ae. albopictus and their potential evolution with climate change using a panel of nine CMIP6 climate models and climate scenarios ranging from strong to low mitigation measures at the Southeast Asian scale and for the next 80 y. METHODS: The process-based model described, through a system of ordinary differential equations, the variations of mosquito densities in 10 compartments, corresponding to 10 different stages of mosquito life cycle, in response to temperature and precipitation variations. Local field data were used to validate model outputs. RESULTS: We show that both species densities will globally increase due to future temperature increases. In Southeast Asia by the end of the century, Ae. aegypti densities are expected to increase from 25% with climate mitigation measures to 46% without; Ae. albopictus densities are expected to increase from 13%–21%, respectively. However, we find spatially contrasted responses at the seasonal scales with a significant decrease in Ae. albopictus densities in lowlands during summer in the future. DISCUSSION: These results contrast with previous results, which brings new insight on the future impacts of climate change on Aedes densities. Major sources of uncertainties, such as mosquito model parametrization and climate model uncertainties, were addressed to explore the limits of such modeling. https://doi.org/10.1289/EHP11068
format Online
Article
Text
id pubmed-9726451
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Environmental Health Perspectives
record_format MEDLINE/PubMed
spelling pubmed-97264512022-12-08 Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling Bonnin, Lucas Tran, Annelise Herbreteau, Vincent Marcombe, Sébastien Boyer, Sébastien Mangeas, Morgan Menkes, Christophe Environ Health Perspect Research BACKGROUND: Aedes aegypti and Ae. albopictus mosquitoes are major vectors for several human diseases of global importance, such as dengue and yellow fever. Their life cycles and hosted arboviruses are climate sensitive and thus expected to be impacted by climate change. Most studies investigating climate change impacts on Aedes at global or continental scales focused on their future global distribution changes, whereas a single study focused on its effects on Ae. aegypti densities regionally. OBJECTIVES: A process-based approach was used to model densities of Ae. aegypti and Ae. albopictus and their potential evolution with climate change using a panel of nine CMIP6 climate models and climate scenarios ranging from strong to low mitigation measures at the Southeast Asian scale and for the next 80 y. METHODS: The process-based model described, through a system of ordinary differential equations, the variations of mosquito densities in 10 compartments, corresponding to 10 different stages of mosquito life cycle, in response to temperature and precipitation variations. Local field data were used to validate model outputs. RESULTS: We show that both species densities will globally increase due to future temperature increases. In Southeast Asia by the end of the century, Ae. aegypti densities are expected to increase from 25% with climate mitigation measures to 46% without; Ae. albopictus densities are expected to increase from 13%–21%, respectively. However, we find spatially contrasted responses at the seasonal scales with a significant decrease in Ae. albopictus densities in lowlands during summer in the future. DISCUSSION: These results contrast with previous results, which brings new insight on the future impacts of climate change on Aedes densities. Major sources of uncertainties, such as mosquito model parametrization and climate model uncertainties, were addressed to explore the limits of such modeling. https://doi.org/10.1289/EHP11068 Environmental Health Perspectives 2022-12-06 /pmc/articles/PMC9726451/ /pubmed/36473499 http://dx.doi.org/10.1289/EHP11068 Text en https://ehp.niehs.nih.gov/about-ehp/licenseEHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted.
spellingShingle Research
Bonnin, Lucas
Tran, Annelise
Herbreteau, Vincent
Marcombe, Sébastien
Boyer, Sébastien
Mangeas, Morgan
Menkes, Christophe
Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title_full Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title_fullStr Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title_full_unstemmed Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title_short Predicting the Effects of Climate Change on Dengue Vector Densities in Southeast Asia through Process-Based Modeling
title_sort predicting the effects of climate change on dengue vector densities in southeast asia through process-based modeling
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9726451/
https://www.ncbi.nlm.nih.gov/pubmed/36473499
http://dx.doi.org/10.1289/EHP11068
work_keys_str_mv AT bonninlucas predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT tranannelise predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT herbreteauvincent predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT marcombesebastien predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT boyersebastien predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT mangeasmorgan predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling
AT menkeschristophe predictingtheeffectsofclimatechangeondenguevectordensitiesinsoutheastasiathroughprocessbasedmodeling