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Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States
The distribution and abundance of Ixodes scapularis were studied in Wisconsin, northern Illinois, and portions of the Upper Peninsula of Michigan by inspecting small mammals for ticks and by collecting questing ticks at 138 locations in state parks and natural areas. Environmental data were gathered...
Autores principales: | , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Centers for Disease Control and Prevention
2002
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2732460/ https://www.ncbi.nlm.nih.gov/pubmed/11927027 http://dx.doi.org/10.3201/eid0803.010166 |
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author | Guerra, Marta Walker, Edward Jones, Carl Paskewitz, Susan Cortinas, M. Roberto Stancil, Ashley Beck, Louisa Bobo, Matthew Kitron, Uriel |
author_facet | Guerra, Marta Walker, Edward Jones, Carl Paskewitz, Susan Cortinas, M. Roberto Stancil, Ashley Beck, Louisa Bobo, Matthew Kitron, Uriel |
author_sort | Guerra, Marta |
collection | PubMed |
description | The distribution and abundance of Ixodes scapularis were studied in Wisconsin, northern Illinois, and portions of the Upper Peninsula of Michigan by inspecting small mammals for ticks and by collecting questing ticks at 138 locations in state parks and natural areas. Environmental data were gathered at a local level (i.e., micro and meso levels), and a geographic information system (GIS) was used with several digitized coverages of environmental data to create a habitat profile for each site and a grid map for Wisconsin and Illinois. Results showed that the presence and abundance of I. scapularis varied, even when the host population was adequate. Tick presence was positively associated with deciduous, dry to mesic forests and alfisol-type soils of sandy or loam-sand textures overlying sedimentary rock. Tick absence was associated with grasslands, conifer forests, wet to wet/mesic forests, acidic soils of low fertility and a clay soil texture, and Precambrian bedrock. We performed a discriminant analysis to determine environmental differences between positive and negative tick sites and a regression equation to examine the probability of I. scapularis presence per grid. Both analyses indicated that soil order and land cover were the dominant contributors to tick presence. We then constructed a risk map indicating suitable habitats within areas where I. scapularis is already established. The risk map also shows areas of high probability the tick will become established if introduced. Thus, this risk analysis has both explanatory power and predictive capability. |
format | Text |
id | pubmed-2732460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2002 |
publisher | Centers for Disease Control and Prevention |
record_format | MEDLINE/PubMed |
spelling | pubmed-27324602009-09-16 Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States Guerra, Marta Walker, Edward Jones, Carl Paskewitz, Susan Cortinas, M. Roberto Stancil, Ashley Beck, Louisa Bobo, Matthew Kitron, Uriel Emerg Infect Dis Research The distribution and abundance of Ixodes scapularis were studied in Wisconsin, northern Illinois, and portions of the Upper Peninsula of Michigan by inspecting small mammals for ticks and by collecting questing ticks at 138 locations in state parks and natural areas. Environmental data were gathered at a local level (i.e., micro and meso levels), and a geographic information system (GIS) was used with several digitized coverages of environmental data to create a habitat profile for each site and a grid map for Wisconsin and Illinois. Results showed that the presence and abundance of I. scapularis varied, even when the host population was adequate. Tick presence was positively associated with deciduous, dry to mesic forests and alfisol-type soils of sandy or loam-sand textures overlying sedimentary rock. Tick absence was associated with grasslands, conifer forests, wet to wet/mesic forests, acidic soils of low fertility and a clay soil texture, and Precambrian bedrock. We performed a discriminant analysis to determine environmental differences between positive and negative tick sites and a regression equation to examine the probability of I. scapularis presence per grid. Both analyses indicated that soil order and land cover were the dominant contributors to tick presence. We then constructed a risk map indicating suitable habitats within areas where I. scapularis is already established. The risk map also shows areas of high probability the tick will become established if introduced. Thus, this risk analysis has both explanatory power and predictive capability. Centers for Disease Control and Prevention 2002-03 /pmc/articles/PMC2732460/ /pubmed/11927027 http://dx.doi.org/10.3201/eid0803.010166 Text en https://creativecommons.org/licenses/by/4.0/This is a publication of the U.S. Government. This publication is in the public domain and is therefore without copyright. All text from this work may be reprinted freely. Use of these materials should be properly cited. |
spellingShingle | Research Guerra, Marta Walker, Edward Jones, Carl Paskewitz, Susan Cortinas, M. Roberto Stancil, Ashley Beck, Louisa Bobo, Matthew Kitron, Uriel Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title | Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title_full | Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title_fullStr | Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title_full_unstemmed | Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title_short | Predicting the Risk of Lyme Disease: Habitat Suitability for Ixodes scapularis in the North Central United States |
title_sort | predicting the risk of lyme disease: habitat suitability for ixodes scapularis in the north central united states |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2732460/ https://www.ncbi.nlm.nih.gov/pubmed/11927027 http://dx.doi.org/10.3201/eid0803.010166 |
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