Published January 27, 2022
| Version v1
Journal article
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The neglected role of relative humidity in the interannual variability of urban malaria in Indian cities
Creators
- 1. University of Chicago
- 2. University of Illinois
- 3. Surat Municipal Corporation
- 4. Ahmedabad Municipal Corporation
- 5. Urban Health and Climate Resilience Center of Excellence
- 6. ISGlobal
Description
The rapid pace of urbanization makes it imperative that we better understand the influence of climate forcing on urban malaria transmission. Despite extensive study of temperature effects in vector-borne infections in general, consideration of relative humidity remains limited. With process-based dynamical models informed by almost two decades of monthly surveillance data, we address the role of relative humidity in the interannual variability of epidemic malaria in two semi-arid cities of India. We show a strong and significant effect of humidity during the pre-transmission season on malaria burden in coastal Surat and more arid inland Ahmedabad. Simulations of the climate-driven transmission model with the MLE (Maximum Likelihood Estimates) of the parameters retrospectively capture the observed variability of disease incidence, and also prospectively predict that of 'out-of-fit' cases in more recent years, with high accuracy. Our findings indicate that relative humidity is a critical factor in the spread of urban malaria and potentially other vector-borne epidemics, and that climate change and lack of hydrological planning in cities might jeopardize malaria elimination efforts.
Data availability
The monthly reported malaria cases and values of the different climate covariates can be found in the data file accompanying the code at https://github.com/pascualgroup/Humidity_malaria/.
The code developed to fit the transmission model via iterated particle filtering (MIF) and to produce predictions with this model, using the R-package Pomp, is available at https://github.com/pascualgroup/Humidity_malaria/.
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Neglected-role-of-relative-humidity-in-the-interannual-variability-of-urban-malaria-in-Indian-cities.pdf
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Additional details
Identifiers
- DOI
- 10.1038/s41467-022-28145-7
- Other
- oai:uchicago.tind.io:5314
Funding
- National Institutes of Health
- R01 AI153444-01