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The effects of local spatial structure on epidemiological invasions

Proceedings of the Royal Society B Biological Sciences · 1999 · Vol. 266(1421) · pp. 859–867
Matt J. Keeling

Abstract

Predicting the likely success of invasions is vitally important in ecology and especially epidemiology. Whether an organism can successfully invade and persist in the short-term is highly dependent on the spatial correlations that develop in the early stages of invasion. By modelling the correlations between individuals, we are able to understand the role of spatial heterogeneity in invasion dynamics without the need for large-scale computer simulations. Here, a natural methodology is developed for modelling the behaviour of individuals in a fixed network. This formulation is applied to the spread of a disease through a structured network to determine invasion thresholds and some statistical properties of a single epidemic.

Evolution and Genetic DynamicsComplex Network Analysis TechniquesCOVID-19 epidemiological studiesSpatial ecologySpatial epidemiologyEcologyOrganismScale (ratio)Network structureGeographyEconometricsBiologyEpidemiology

MeSH terms

Communicable Disease ControlCommunicable DiseasesDisease OutbreaksEcologyEpidemiologyHumansModels, BiologicalVaccination
Citations
810
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References
Aggregation of Predators and Insect Parasites and its Effect on Stability
Journal of Animal Ecology · 1974 · 659 citations
Collective dynamics of ‘small-world’ networks
Nature · 1998 · 42,581 citations
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