bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 10 citations · 80 references
Life SciencesEcologyInfectious DiseasesClimate ScienceClimatologyEpidemiologyArboviral DiseasesDisease EcologyMosquito BiologyMosquito-borne DiseasesVector EcologyVector Population DynamicsClimate Change Impacts On Vector-borne DiseaseClimate Effects On Vector PopulationsClimate-disease InteractionsClimatic Drivers Of OutbreaksDisease ProjectionsMosquito PhysiologyMosquito Vector EcologyMosquito-borne Disease Outbreaks
Abstract Climate drives population dynamics through multiple mechanisms, which can lead to seemingly context-dependent effects of climate on natural populations. For climate-sensitive diseases such as dengue, chikungunya, and Zika, climate appears to have opposing effects in different contexts. Here we show that a model, parameterized with laboratory measured climate-driven mosquito physiology, captures three key epidemic characteristics across ecologically and culturally distinct settings in Ecuador and Kenya: the number, timing, and duration of outbreaks. The model generates a range of disease dynamics consistent with observed Aedes aegypti abundances and laboratory-confirmed arboviral incidence with variable accuracy (28 – 85% for vectors, 44 – 88% for incidence). The model predicted vector dynamics better in sites with a smaller proportion of young children in the population, lower mean temperature, and homes with piped water and made of cement. Models with limited calibration that robustly capture climate-virus relationships can help guide intervention efforts and climate change disease projections.
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