Influence of landscape factors and management decisions on spatial and temporal patterns of the transmission of chronic wasting disease in white-tailed deer

Marilyn O'Hara Ruiz, Amy C. Kelly, William M. Brown, Jan E. Novakofski, Nohra E. Mateus-Pinilla

Research output: Contribution to journalArticle

Abstract

Chronic wasting disease (CWD) has been reported in white-tailed deer at the border of the US states of Illinois and Wisconsin since 2002. Transmission of infectious prions between animals and from the environment has resulted in spatial and temporal structure observable in the spatio-temporal patterns of reported cases. Case locations of 382 positive cases from 28,954 deer tested between 2002 and 2009 provided insight into the potential risk factors and landscape features associated with transmission using a combination of clustering, generalised linear modelling and descriptive evaluations of a risk map of predicted cases of CWD. A species distribution map of white-tailed deer developed using MaxEnt provided an estimate of deer locations. We found that deer probability increased in areas with larger forests and less urban and agricultural lands. Spatial clustering analysis revealed a core area of persistent CWD transmission in the northern part of the region. The regression model indicated that larger and more compact forests were associated with higher risk for CWD. High risk areas also had soils with less clay and more sand than other parts of the region. The transmission potential was higher where landscape features indicated the potential for higher deer concentrations. The inclusion of spatial lag variables improved the model. Of the 102 cases reported in the study area in the two years following the study period, 89 (87%) of those were in the 32% of the study area with the highest 50% of predicted risk of cases.

Original languageEnglish (US)
Pages (from-to)215-227
Number of pages13
JournalGeospatial Health
Volume8
Issue number1
DOIs
StatePublished - Jan 1 2013

Fingerprint

Chronic Wasting Disease
chronic wasting disease
Deer
management decision
deer
Disease
Cluster Analysis
disease transmission
Spatial Analysis
Prions
risk factor
spatial analysis
animal
inclusion
decision
Soil
agricultural land
regression
clay
evaluation

Keywords

  • Chronic wasting disease
  • Environmental transmission
  • Landscape epidemiology
  • Prion
  • USA
  • White-tailed deer

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Health(social science)
  • Geography, Planning and Development
  • Health Policy

Cite this

Influence of landscape factors and management decisions on spatial and temporal patterns of the transmission of chronic wasting disease in white-tailed deer. / O'Hara Ruiz, Marilyn; Kelly, Amy C.; Brown, William M.; Novakofski, Jan E.; Mateus-Pinilla, Nohra E.

In: Geospatial Health, Vol. 8, No. 1, 01.01.2013, p. 215-227.

Research output: Contribution to journalArticle

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