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Interactions Between Climate Change, Urban Infrastructure and Mobility Are Driving Dengue Emergence in Vietnam

Abstract

Dengue is expanding globally, but how dengue emergence is shaped locally by interactions between climatic and socio-environmental factors is not well understood. Here, we investigate the drivers of dengue incidence and emergence in Vietnam, through analysing 23 years of district-level case data spanning a period of significant socioeconomic change (1998-2020). We show that urban infrastructure factors (sanitation, water supply, long-term urban growth) predict local spatial patterns of dengue incidence, while human mobility is a more influential driver in subtropical northern regions than the endemic south. Temperature is the dominant factor shaping dengue's distribution and dynamics, and using long-term reanalysis temperature data we show that warming since 1950 has expanded transmission risk throughout Vietnam, and most strongly in current dengue emergence hotspots (e.g., southern central regions, Ha Noi). In contrast, effects of hydrometeorology are complex, multi-scalar and dependent on local context: risk increases under either short-term precipitation excess or long-term drought, but improvements in water supply mitigate drought-associated risks except under extreme conditions. Our findings challenge the assumption that dengue is an urban disease, instead suggesting that incidence peaks in transitional landscapes with intermediate infrastructure provision, and provide evidence that interactions between recent climate change and mobility are contributing to dengue's expansion throughout Vietnam.

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References
1.
Riebler A, Sorbye S, Simpson D, Rue H . An intuitive Bayesian spatial model for disease mapping that accounts for scaling. Stat Methods Med Res. 2016; 25(4):1145-65. DOI: 10.1177/0962280216660421. View

2.
Ryan S, Carlson C, Mordecai E, Johnson L . Global expansion and redistribution of Aedes-borne virus transmission risk with climate change. PLoS Negl Trop Dis. 2019; 13(3):e0007213. PMC: 6438455. DOI: 10.1371/journal.pntd.0007213. View

3.
Simini F, Gonzalez M, Maritan A, Barabasi A . A universal model for mobility and migration patterns. Nature. 2012; 484(7392):96-100. DOI: 10.1038/nature10856. View

4.
Chareonsook O, Foy H, Teeraratkul A, Silarug N . Changing epidemiology of dengue hemorrhagic fever in Thailand. Epidemiol Infect. 1999; 122(1):161-6. PMC: 2809602. DOI: 10.1017/s0950268898001617. View

5.
Rabaa M, Simmons C, Fox A, Quynh Le M, Nguyen T, Le H . Dengue virus in sub-tropical northern and central Viet Nam: population immunity and climate shape patterns of viral invasion and maintenance. PLoS Negl Trop Dis. 2013; 7(12):e2581. PMC: 3854975. DOI: 10.1371/journal.pntd.0002581. View