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Published March 17, 2023 | Version v2
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Variation in herbivore space use comparing two savanna ecosystems with different anthrax outbreak patterns in southern Africa

  • 1. University of Wisconsin-Madison
  • 2. University of the Witwatersrand
  • 3. Elephants Alive*
  • 4. Ministry of Environment and Tourism
  • 5. University of Maine
  • 6. University of Pretoria
  • 7. University of Namibia
  • 8. University of California, Berkeley
  • 9. United States Geological Survey

Description

Background

The distribution of resources can affect animal range sizes, which in turn may alter infectious disease dynamics in heterogenous environments. The risk of pathogen exposure or the spatial extent of outbreaks may vary with host range size. This study examined the range sizes of herbivorous anthrax host species in two ecosystems to better understand the observed differences in patterns for outbreaks of a multi-host environmentally transmitted pathogen.

Methods

We examined the range sizes for seven host species and the spatial extent of anthrax outbreaks in Etosha National Park, Namibia and Kruger National Park, South Africa, where the main host species and numbers of cases differ. We evaluated host range sizes using the local convex hull method at different temporal scales, within-individual temporal range overlap, and relationships between ranging behavior and species contributions to anthrax cases in each park. We estimated the spatial extent of annual anthrax mortalities and evaluated whether the extent was correlated with case numbers of a given host species.

Results

Range size differences among species were not linearly related to anthrax case numbers. In Kruger, the main host species had small range sizes and high range overlap, which may heighten exposure when outbreaks occur within their ranges. However, different patterns were observed in Etosha, where the main host species had large range sizes and relatively little overlap. The spatial extent of anthrax mortalities was similar between parks but less variable in Etosha than Kruger, where outbreaks varied from locally clustered to large areas in which the spatial extent was correlated with numbers of cases and species affected. Case numbers of secondary host species with larger range sizes were positively correlated with the spatial extent of outbreaks in both parks.

Conclusions

Our results provide new information on the spatiotemporal structuring of ranging movements of anthrax host species in two ecosystems. The results linking anthrax dynamics to host space use are correlative, yet suggest that, though partial and proximate, host range size and overlap may be contributing factors in outbreak characteristics for environmentally transmitted pathogens.

Notes

These files include:

1. Thinned movement datasets

2. Shapefiles for Etosha and Kruger boundaries and pains in Etosha

3. R code for analyses

Funding provided by: National Science Foundation
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001
Award Number: DEB-1816161/DEB-2106221

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R_script.txt

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Additional details

Related works

Is source of
10.5061/dryad.rn8pk0pf4 (DOI)