Proceedings of the Royal Society B Biological Sciences · 1999 · 818 citations · 23 references
Life SciencesEcologyInvasion EcologyPopulation EcologySpatial ModelingDisease EcologyDisease SpreadInfectious Disease DynamicsMetapopulation StructurePopulation Dynamics ModelingSpread DynamicsDisease Diffusion ModelingEpidemic Spreading ModelsInfectious Disease ModelsInvasion DynamicsInvasion ThresholdsLocal StructureSpatial Disease DynamicsSpatial Structure
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.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations