PLOS Climate · 2024 · 18 citations · 55 references
Veterinary MedicineEcologyInfectious DiseasesClimatologyEpidemiologyInfectious Disease EpidemiologyDisease EcologyDisease Transmission PathwaysMosquito BiologyMosquito-borne DiseasesTransmission DynamicsVector EcologyClimate Change Impacts On Vector-borne DiseaseClimate Change-related Disease EffectsClimate Influence On TransmissionClimate-disease InteractionsMosquito Vector EcologyMosquito-borne Disease EpidemiologyTemperature Effects On TransmissionThermal Biology
Temperature can influence mosquito-borne diseases like dengue. These effects are expected to vary geographically and over time in both magnitude and direction and may interact with other environmental variables, making it difficult to anticipate changes in response to climate change. Here, we investigate global variation in temperature–dengue relationship by analyzing published correlations between temperature and dengue and matching them with remotely sensed climatic and socioeconomic data. We found that the correlation between temperature and dengue was most positive at intermediate (near 24°C) temperatures, as predicted from an independent mechanistic model. Positive temperature–dengue associations were strongest when temperature variation and population density were high and decreased with infection burden and rainfall mean and variation, suggesting alternative limiting factors on transmission. Our results show that while climate effects on diseases are context-dependent they are also predictable from the thermal biology of transmission and its environmental and social mediators.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Douglas M. Bates, Martin Mächler, Benjamin M. Bolker et al. · Journal of Statistical Software · 2015 · 85.6K citations · Full text
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Samir Bhatt, Peter W. Gething, Oliver J. Brady et al. · Nature · 2013 · 10.2K citations · Full text
Public Health, Infectious Disease Control, Infectious Diseases +12