Climate predicts geographic and temporal variation in mosquito-borne disease dynamics on two continents
J. M. Caldwell, A. D. LaBeaud, E. F. Lambin, A. M. Stewart-Ibarra, B. A. Ndenga, F. M. Mutuku, A. R. Krystosik, E. B. Ayala, A. Anyamba, M. J. Borbor-Cordova, R. Damoah, E. N. Grossi-Soyster, F. Heras Heras, H. N. Ngugi, S. J. Ryan, M. M. Shah, R. Sippy, E. A. Mordecai
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.
02 /Specification & Classification
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