Literature DB >> 33081643

Cyclic epidemics and extreme outbreaks induced by hydro-climatic variability and memory.

Milad Hooshyar1, Caroline E Wagner2, Rachel E Baker3, C Jessica E Metcalf3, Bryan T Grenfell3, Amilcare Porporato4.   

Abstract

A minimalist model of ecohydrologic dynamics is coupled to the well-known susceptible-infected-recovered epidemiological model to explore hydro-climatic controls on infection dynamics and extreme outbreaks. The resulting HYSIR model reveals the existence of a noise-induced bifurcation producing oscillations in infection dynamics. Linearization of the governing equations allows for an analytic expression for the periodicity of infections in terms of both epidemiological (e.g. transmission and recovery rate) and hydrologic (i.e. soil moisture decay rate or memory) parameters. Numerical simulations of the full stochastic, nonlinear system show extreme outbreaks in response to particular combinations of hydro-climatic conditions, neither of which is extreme per se, rather than a single major climatic event. These combinations depend on the assumed functional relationship between the hydrologic variables and the transmission rate. Our results emphasize the importance of hydro-climatic history and system memory in evaluating the risk of severe outbreaks.

Entities:  

Keywords:  dengue; epidemiology; hydrology; infectious disease

Mesh:

Substances:

Year:  2020        PMID: 33081643      PMCID: PMC7653386          DOI: 10.1098/rsif.2020.0521

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  29 in total

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10.  Climatological, virological and sociological drivers of current and projected dengue fever outbreak dynamics in Sri Lanka.

Authors:  Caroline E Wagner; Milad Hooshyar; Rachel E Baker; Wenchang Yang; Nimalan Arinaminpathy; Gabriel Vecchi; C Jessica E Metcalf; Amilcare Porporato; Bryan T Grenfell
Journal:  J R Soc Interface       Date:  2020-06-03       Impact factor: 4.118

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