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The Effects of City Streets on an Urban Disease Vector
With increasing urbanization vector-borne diseases are quickly developing in cities, and urban control strategies are needed. If streets are shown to be barriers to disease vectors, city blocks could be used as a convenient and relevant spatial unit of study and control. Unfortunately, existing spat...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3547802/ https://www.ncbi.nlm.nih.gov/pubmed/23341756 http://dx.doi.org/10.1371/journal.pcbi.1002801 |
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author | Barbu, Corentin M. Hong, Andrew Manne, Jennifer M. Small, Dylan S. Quintanilla Calderón, Javier E. Sethuraman, Karthik Quispe-Machaca, Víctor Ancca-Juárez, Jenny Cornejo del Carpio, Juan G. Málaga Chavez, Fernando S. Náquira, César Levy, Michael Z. |
author_facet | Barbu, Corentin M. Hong, Andrew Manne, Jennifer M. Small, Dylan S. Quintanilla Calderón, Javier E. Sethuraman, Karthik Quispe-Machaca, Víctor Ancca-Juárez, Jenny Cornejo del Carpio, Juan G. Málaga Chavez, Fernando S. Náquira, César Levy, Michael Z. |
author_sort | Barbu, Corentin M. |
collection | PubMed |
description | With increasing urbanization vector-borne diseases are quickly developing in cities, and urban control strategies are needed. If streets are shown to be barriers to disease vectors, city blocks could be used as a convenient and relevant spatial unit of study and control. Unfortunately, existing spatial analysis tools do not allow for assessment of the impact of an urban grid on the presence of disease agents. Here, we first propose a method to test for the significance of the impact of streets on vector infestation based on a decomposition of Moran's spatial autocorrelation index; and second, develop a Gaussian Field Latent Class model to finely describe the effect of streets while controlling for cofactors and imperfect detection of vectors. We apply these methods to cross-sectional data of infestation by the Chagas disease vector Triatoma infestans in the city of Arequipa, Peru. Our Moran's decomposition test reveals that the distribution of T. infestans in this urban environment is significantly constrained by streets (p<0.05). With the Gaussian Field Latent Class model we confirm that streets provide a barrier against infestation and further show that greater than 90% of the spatial component of the probability of vector presence is explained by the correlation among houses within city blocks. The city block is thus likely to be an appropriate spatial unit to describe and control T. infestans in an urban context. Characteristics of the urban grid can influence the spatial dynamics of vector borne disease and should be considered when designing public health policies. |
format | Online Article Text |
id | pubmed-3547802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35478022013-01-22 The Effects of City Streets on an Urban Disease Vector Barbu, Corentin M. Hong, Andrew Manne, Jennifer M. Small, Dylan S. Quintanilla Calderón, Javier E. Sethuraman, Karthik Quispe-Machaca, Víctor Ancca-Juárez, Jenny Cornejo del Carpio, Juan G. Málaga Chavez, Fernando S. Náquira, César Levy, Michael Z. PLoS Comput Biol Research Article With increasing urbanization vector-borne diseases are quickly developing in cities, and urban control strategies are needed. If streets are shown to be barriers to disease vectors, city blocks could be used as a convenient and relevant spatial unit of study and control. Unfortunately, existing spatial analysis tools do not allow for assessment of the impact of an urban grid on the presence of disease agents. Here, we first propose a method to test for the significance of the impact of streets on vector infestation based on a decomposition of Moran's spatial autocorrelation index; and second, develop a Gaussian Field Latent Class model to finely describe the effect of streets while controlling for cofactors and imperfect detection of vectors. We apply these methods to cross-sectional data of infestation by the Chagas disease vector Triatoma infestans in the city of Arequipa, Peru. Our Moran's decomposition test reveals that the distribution of T. infestans in this urban environment is significantly constrained by streets (p<0.05). With the Gaussian Field Latent Class model we confirm that streets provide a barrier against infestation and further show that greater than 90% of the spatial component of the probability of vector presence is explained by the correlation among houses within city blocks. The city block is thus likely to be an appropriate spatial unit to describe and control T. infestans in an urban context. Characteristics of the urban grid can influence the spatial dynamics of vector borne disease and should be considered when designing public health policies. Public Library of Science 2013-01-17 /pmc/articles/PMC3547802/ /pubmed/23341756 http://dx.doi.org/10.1371/journal.pcbi.1002801 Text en © 2013 Barbu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Barbu, Corentin M. Hong, Andrew Manne, Jennifer M. Small, Dylan S. Quintanilla Calderón, Javier E. Sethuraman, Karthik Quispe-Machaca, Víctor Ancca-Juárez, Jenny Cornejo del Carpio, Juan G. Málaga Chavez, Fernando S. Náquira, César Levy, Michael Z. The Effects of City Streets on an Urban Disease Vector |
title | The Effects of City Streets on an Urban Disease Vector |
title_full | The Effects of City Streets on an Urban Disease Vector |
title_fullStr | The Effects of City Streets on an Urban Disease Vector |
title_full_unstemmed | The Effects of City Streets on an Urban Disease Vector |
title_short | The Effects of City Streets on an Urban Disease Vector |
title_sort | effects of city streets on an urban disease vector |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3547802/ https://www.ncbi.nlm.nih.gov/pubmed/23341756 http://dx.doi.org/10.1371/journal.pcbi.1002801 |
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