Title
An agent-based model of red colobus resources and disease dynamics implicates key resource sites as hot spots of disease transmission
Author(s)
Bonnell, T. R.;Sengupta, R. R.;Chapman, C. A.;Goldberg, T. L.
Published
2010
Publisher
Ecological Modelling
Abstract
The effect of anthropogenic landscape change on disease in wildlife populations represents a growing conservation and public health concern. Red colobus monkeys (Procolobus rufomitratus), an endangered primate species, are particularly susceptible to habitat alteration and have been the focus of a great deal of disease and ecological research as a result. To infer how landscape changes can affect host and parasite dynamics, a spatially explicit agent-based model is created to simulate movement and foraging of this primate, based on a resource landscape estimated from extensive plot-derived tree population data from Kibale National Park, Uganda. Changes to this resource landscape are used to simulate effects of anthropogenic forest change. With each change in the landscape, disease outcomes within the simulated red colobus population are monitored using a hypothetical microparasite with a directly transmitted life cycle. The model predicts an optimal distribution of resources which facilitates the spread of an infectious agent through the simulated population. The density of resource rich sites and the overall heterogeneity of the landscape are important factors contributing to this spread. The characteristics of this optimal distribution are similar to those of logged sections of forest adjacent to our study area. © 2010 Elsevier B.V. All rights reserved.
Keywords
Disease transmission;Kibale National Park;Red colobus;SEIR model;Spatially explicit agent-based model;Uganda
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PUB13422