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

被引:5
|
作者
Bonnin, Lucas [1 ]
Tran, Annelise [2 ,3 ,4 ,5 ]
Herbreteau, Vincent [6 ,7 ]
Marcombe, Sebastien [8 ]
Boyer, Sebastien [9 ]
Mangeas, Morgan [1 ]
Menkes, Christophe [1 ]
机构
[1] Univ Nouvelle Caledonie, ENTROPIE UMR 9220, IRD, Univ Reunion,CNRS,Ifremer, Nouvelle, New Caledonia
[2] CIRAD, UMR TETIS, St Clotilde, Reunion Island, France
[3] Univ Montpellier, TETIS, AgroParisTech, CIRAD,CNRS,INRAE, Montpellier, France
[4] CIRAD, UMR ASTRE, St Clotilde, Reunion Island, France
[5] Univ Montpellier, ASTRE, CIRAD, INRAE, Montpellier, France
[6] Univ Reunion, ESPACE DEV, IRD, Univ Antilles,Univ Guyane,Univ Montpellier,, Montpellier, France
[7] Univ Reunion, ESPACE DEV, IRD, Univ Antilles,Univ Guyane,Univ Montpellier, Phnom Penh, Cambodia
[8] Inst Pasteur Laos, Med Entomol & Vector Borne Dis Lab, Viangchan, Laos
[9] Inst Pasteur Cambodge, Med & Vet Entomol Unit, Phnom Penh, Cambodia
关键词
AEDES-AEGYPTI DIPTERA; DRIVEN ABUNDANCE MODEL; ALBOPICTUS SKUSE; TEMPERATURE; MOSQUITO; POPULATION; CULICIDAE; FEVER; RISK; CHIKUNGUNYA;
D O I
10.1289/EHP11068
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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 investi-gating 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 com-partments, 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.
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页数:13
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