Journal of Medical Entomology · 2019 · 31 citations · 60 references
Aedes mosquitoes are vectors of several emerging diseases and are spreading worldwide. We investigated the spatiotemporal dynamics of Aedes aegypti (Linnaeus) and Aedes albopictus (Skuse) mosquito trap captures in Brownsville, TX, using high-resolution land cover, socioeconomic, and meteorological data. We modeled mosquito trap counts using a Bayesian hierarchical mixed-effects model with spatially correlated residuals. The models indicated an inverse relationship between temperature and mosquito trap counts for both species, which may be due to the hot and arid climate of southern Texas. The temporal trend in mosquito populations indicated Ae. aegypti populations peaking in the late spring and Ae. albopictus reaching a maximum in winter. Our results indicated that seasonal weather variation, vegetation height, human population, and land cover determine which of the two Aedes species will predominate.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 352.8K citations · Full text
Håvard Rue, Sara Martino, Nicolás Chopin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2009 · 5.2K citations
Finn Lindgren, Håvard Rue, Johan Lindström · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 2.6K citations · Full text
Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus
Moritz U. G. Kraemer, Robert C. Reiner, Oliver J. Brady et al. · Nature Microbiology · 2019 · 1.4K citations · Full text