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Common patterns between dengue cases, climate, and local environmental variables in Costa Rica: A wavelet approach

dc.creatorGarcía Puerta, Yury Elena
dc.creatorChou Chen, Shu Wei
dc.creatorBarboza Chinchilla, Luis Alberto
dc.creatorDaza Torres, María Luisa
dc.creatorMontesinos López, José Cricelio
dc.creatorVásquez Brenes, Paola Andrea
dc.creatorCalvo Alpízar, Juan Gabriel
dc.creatorNuño, Miriam Aracely
dc.creatorSánchez Peña, Fabio Ariel
dc.date.accessioned2025-04-03T13:34:44Z
dc.date.available2025-04-03T13:34:44Z
dc.date.issued2023-10-19
dc.description.abstractDengue transmission poses significant challenges for public health authorities worldwide due to its susceptibility to various factors, including environmental and climate variability, affecting its incidence and geographic spread. This study focuses on Costa Rica, a country characterized by diverse microclimates nearby, where dengue has been endemic since its introduction in 1993. Using wavelet coherence and clustering analysis, we performed a time-series analysis to uncover the intricate connections between climate, local environmental factors, and dengue occurrences. The findings indicate that multiannual dengue frequency (3 yr) is correlated with the Oceanic Niño Index and the Tropical North Atlantic Index. This association is particularly prominent in cantons located along the North and South Pacific Coast, as well as in the Central cantons of the country. Furthermore, the time series of these climate indices exhibit a leading phase of approximately nine months ahead of dengue cases. Additionally, the clustering analysis uncovers non-contiguous groups of cantons that exhibit similar correlation patterns, irrespective of their proximity or adjacency. This highlights the significance of climate factors in influencing dengue dynamics across diverse regions, regardless of spatial closeness or distance between them. On the other hand, the annual dengue frequency was correlated with local environmental indices. A persistent correlation between dengue cases and local environmental variables is observed over time in the North Pacific and the Central Region of the country’s Northwest, with environmental factors leading by less than three months. These findings contribute to understanding dengue transmission’s spatial and temporal dynamics in Costa Rica, highlighting the importance of climate and local environmental factors in dengue surveillance and control efforts.
dc.description.procedenceVicerrectoría de Investigación::Unidades de Investigación::Ciencias Básicas::Centro de Investigaciones en Matemáticas Puras y Aplicadas (CIMPA)
dc.description.procedenceVicerrectoría de Docencia::Ciencias Básicas::Facultad de Ciencias::Escuela de Matemática
dc.description.procedenceVicerrectoría de Docencia::Ciencias Sociales::Facultad de Ciencias Económicas::Escuela de Estadística
dc.description.sponsorshipGlobal Affairs/[]//Canadá
dc.description.sponsorshipUniversidad de California en Davis/[]/UC Davis/Estados Unidos
dc.identifier.citationhttps://journals.plos.org/globalpublichealth/article?id=10.1371/journal.pgph.0002417
dc.identifier.doihttps://doi.org/10.1371/journal.pgph.0002417
dc.identifier.issn2767-3375
dc.identifier.urihttps://hdl.handle.net/10669/101861
dc.language.isoeng
dc.relation.ispartofseries1
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.sourcePlos Global Public Health, 3(10): e0002417
dc.subjectdengue frequency
dc.subjectCosta Rica
dc.subjectclimate variability
dc.subjectenvironmental variability
dc.titleCommon patterns between dengue cases, climate, and local environmental variables in Costa Rica: A wavelet approach
dc.typeartículo original

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