Climate‐Driven Spatial Dynamics of Plague among Prairie Dog Colonies
1. Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, Colorado 80309;
2. Department of Mathematics and Statistics, University of Helsinki, FIN‐00014, Finland;
3. Environmental Studies Program, University of Colorado, Boulder, Colorado 80309
We present a Bayesian hierarchical model for the joint spatial dynamics of a host‐parasite system. The model was fitted to long‐term data on regional plague dynamics and metapopulation dynamics of the black‐tailed prairie dog, a declining keystone species of North American prairies. The rate of plague transmission between colonies increases with increasing precipitation, while the rate of infection from unknown sources decreases in response to hot weather. The mean annual dispersal distance of plague is about 10 km, and topographic relief reduces the transmission rate. Larger colonies are more likely to become infected, but colony area does not affect the infectiousness of colonies. The results suggest that prairie dog movements do not drive the spread of plague through the landscape. Instead, prairie dogs are useful sentinels of plague epizootics. Simulations suggest that this model can be used for predicting long‐term colony and plague dynamics as well as for identifying which colonies are most likely to become infected in a specific year.
Submitted October 13, 2006; Accepted August 14, 2007; Electronically published December 21, 2007
Keywords:
plague, host‐pathogen dynamics, prairie dog, hierarchical, Bayesian.
Cited by
Online publication date: 1-Apr-2009.
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Online publication date: 30-Nov-2008.
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Present address: Department of Ecology, Swedish University of Agricultural Sciences, SE‐750 07 Uppsala, Sweden; e‐mail: tord.snall@ekol.slu.se.
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E‐mail: bob.ohara@helsinki.fi.
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E‐mail: cray@colorado.edu.
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E‐mail: sharon.collinge@colorado.edu.



