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Western Kentucky University

An Examination of White-Nose Syndrome Occurrence and Dispersal Patterns: Utilizing Global and Local Moran's I Analysis to Evaluate an Emerging Pathogen

Abstract

dc:description.abstract

<p>In this research, a novel approach that utilizes Moran’s I statistical analyses to examine the spatio-temporal dispersal patterns of the White-Nose Syndrome currently affecting North American bat species is undertaken to further understand the disease transmission mechanism(s) of this emerging wildlife epidemic. White-Nose Syndrome has been responsible for in excess of five million bat deaths to date and has the potential to alter the ecological landscape significantly; however, due to a variety of factors, little research has been conducted into the patterns of infection on a national scale. Global and Local Moran’s I analyses were performed on the spatial-temporal variable of month and location from the initial outbreak site in order to address the spread of the <em>Geomyces destructans</em> fungus that causes White-Nose Syndrome. A comprehensive dataset of outbreak confirmation sites has been compiled and statistical analysis using ArcGIS reveals a complex pattern of disease dispersion since initial discovery of the disease, and shows important policy and management implications, in particular the need for more standardized and rigorous data collection and reporting procedures.</p>

Degree

thesis:*
Name thesis:degree_name
Master of Science
Discipline thesis:degree_discipline
Department of Geography and Geology
Year
2012

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Davis, Celia M.
Contributors dc:contributor
  • Dr. Jason Polk (Director), Dr. Chris Groves, Dr. Rickard Toomey, Dr. Jun Yan

Subjects

dc:subject × 5

Identifiers

dc:identifier.*
Repository record dc:identifier
https://digitalcommons.wku.edu/theses/1194
OAI identifier oai:identifier
oai:digitalcommons.wku.edu:theses-2196

Chain of custody

source
Harvested from
Western Kentucky University
Base URL
digitalcommons.wku.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Davis, Celia M.. An Examination of White-Nose Syndrome Occurrence and Dispersal Patterns: Utilizing Global and Local Moran's I Analysis to Evaluate an Emerging Pathogen. 2012. https://digitalcommons.wku.edu/theses/1194