| Texto completo | |
| Autor(es): |
Pirani, Monica
;
Lorenz, Camila
;
de Azevedo, Thiago Salomao
;
Barbosa, Gerson Laurindo
;
Blangiardo, Marta
;
Chiaravalloti-Neto, Francisco
Número total de Autores: 6
|
| Tipo de documento: | Artigo Científico |
| Fonte: | PLoS Neglected Tropical Diseases; v. 18, n. 9, p. 20-pg., 2024-09-01. |
| Resumo | |
Background Seasonal fluctuations in weather are recognized as factors that affect both Aedes (Ae.) aegypti mosquitoes and the diseases they carry, such as dengue fever. The El Nino-Southern Oscillation (ENSO) is widely regarded as one of the most impactful atmospheric phenomena on Earth, characterized by the interplay of shifting ocean temperatures, trade wind intensity, and atmospheric pressure, resulting in extensive alterations in climate conditions. In this study, we investigate the influence of ENSO and local weather conditions on the spatio-temporal variability of Ae. aegypti infestation index. Methods We collected seasonal entomological survey data of immature forms of Ae. aegypti mosquitoes (Breteau index), as well as data on temperature, rainfall and the Oceanic Nino Index (ONI) for the period 2008-2018 over the 645 municipalities of the subtropical State of Sao Paulo (Brazil). We grounded our analytical approach on a Bayesian framework and we used a hierarchical spatio-temporal model to study the relationship between ENSO tracked by ONI, seasonal weather fluctuations and the larval index, while adjusting for population density and wealth inequalities. Results Our results showed a relevant positive effect for El Nino on the Ae. aegypti larval index. In particular, we found that the number of positive containers would be expected to increase by 1.30-unit (95% Credible Intervals (CI): 1.23 to 1.37) with El Ni & ntilde;o events (i.e., >= 1 degrees C, moderate to strong) respect to neutral (and weak) events. We also found that seasonal rainfall exceeding 153.12 mm appears to have a notable impact on vector index, leading potentially to the accumulation of ample water in outdoor discarded receptacles, supporting the aquatic phase of mosquito development. Additionally, seasonal temperature above 23.30 degrees C was found positively associated to the larval index. Although the State of S & atilde;o Paulo as a whole has characteristics favourable to proliferation of the vector, there were specific areas with a greater tendency for mosquito infestation, since the most vulnerable areas are predominantly situated in the central and northern regions of the state, with hot spots of abundance in the south, especially during El Nino events. Our findings also indicate that social disparities present in the municipalities contributes to Ae. aegypti proliferation. Conclusions Considering the anticipated rise in both the frequency and intensity of El Nino events in the forthcoming decades as a consequence of climate change, the urgency to enhance our ability to track and diminish arbovirus outbreaks is crucial. (AU) | |
| Processo FAPESP: | 20/01596-8 - Uso de sensoriamento remoto e inteligência artificial para prever áreas com alto risco de infestação por Aedes aegypti e arboviroses |
| Beneficiário: | Francisco Chiaravalloti Neto |
| Modalidade de apoio: | Auxílio à Pesquisa - Regular |