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Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru
BACKGROUND: Empiric evidence shows that Aedes aegypti abundance is spatially heterogeneous and that some areas and larval habitats produce more mosquitoes than others. There is a knowledge gap, however, with regards to the temporal persistence of such Ae. aegypti abundance hotspots. In this study, w...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4125221/ https://www.ncbi.nlm.nih.gov/pubmed/25102062 http://dx.doi.org/10.1371/journal.pntd.0003038 |
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author | LaCon, Genevieve Morrison, Amy C. Astete, Helvio Stoddard, Steven T. Paz-Soldan, Valerie A. Elder, John P. Halsey, Eric S. Scott, Thomas W. Kitron, Uriel Vazquez-Prokopec, Gonzalo M. |
author_facet | LaCon, Genevieve Morrison, Amy C. Astete, Helvio Stoddard, Steven T. Paz-Soldan, Valerie A. Elder, John P. Halsey, Eric S. Scott, Thomas W. Kitron, Uriel Vazquez-Prokopec, Gonzalo M. |
author_sort | LaCon, Genevieve |
collection | PubMed |
description | BACKGROUND: Empiric evidence shows that Aedes aegypti abundance is spatially heterogeneous and that some areas and larval habitats produce more mosquitoes than others. There is a knowledge gap, however, with regards to the temporal persistence of such Ae. aegypti abundance hotspots. In this study, we used a longitudinal entomologic dataset from the city of Iquitos, Peru, to (1) quantify the spatial clustering patterns of adult Ae. aegypti and pupae counts per house, (2) determine overlap between clusters, (3) quantify the temporal stability of clusters over nine entomologic surveys spaced four months apart, and (4) quantify the extent of clustering at the household and neighborhood levels. METHODOLOGIES/PRINCIPAL FINDINGS: Data from 13,662 household entomological visits performed in two Iquitos neighborhoods differing in Ae. aegypti abundance and dengue virus transmission was analyzed using global and local spatial statistics. The location and extent of Ae. aegypti pupae and adult hotspots (i.e., small groups of houses with significantly [p<0.05] high mosquito abundance) were calculated for each of the 9 entomologic surveys. The extent of clustering was used to quantify the probability of finding spatially correlated populations. Our analyses indicate that Ae. aegypti distribution was highly focal (most clusters do not extend beyond 30 meters) and that hotspots of high vector abundance were common on every survey date, but they were temporally unstable over the period of study. CONCLUSIONS/SIGNIFICANCE: Our findings have implications for understanding Ae. aegypti distribution and for the design of surveillance and control activities relying on household-level data. In settings like Iquitos, where there is a relatively low percentage of Ae. aegypti in permanent water-holding containers, identifying and targeting key premises will be significantly challenged by shifting hotspots of Ae. aegypti infestation. Focusing efforts in large geographic areas with historically high levels of transmission may be more effective than targeting Ae. aegypti hotspots. |
format | Online Article Text |
id | pubmed-4125221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41252212014-08-12 Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru LaCon, Genevieve Morrison, Amy C. Astete, Helvio Stoddard, Steven T. Paz-Soldan, Valerie A. Elder, John P. Halsey, Eric S. Scott, Thomas W. Kitron, Uriel Vazquez-Prokopec, Gonzalo M. PLoS Negl Trop Dis Research Article BACKGROUND: Empiric evidence shows that Aedes aegypti abundance is spatially heterogeneous and that some areas and larval habitats produce more mosquitoes than others. There is a knowledge gap, however, with regards to the temporal persistence of such Ae. aegypti abundance hotspots. In this study, we used a longitudinal entomologic dataset from the city of Iquitos, Peru, to (1) quantify the spatial clustering patterns of adult Ae. aegypti and pupae counts per house, (2) determine overlap between clusters, (3) quantify the temporal stability of clusters over nine entomologic surveys spaced four months apart, and (4) quantify the extent of clustering at the household and neighborhood levels. METHODOLOGIES/PRINCIPAL FINDINGS: Data from 13,662 household entomological visits performed in two Iquitos neighborhoods differing in Ae. aegypti abundance and dengue virus transmission was analyzed using global and local spatial statistics. The location and extent of Ae. aegypti pupae and adult hotspots (i.e., small groups of houses with significantly [p<0.05] high mosquito abundance) were calculated for each of the 9 entomologic surveys. The extent of clustering was used to quantify the probability of finding spatially correlated populations. Our analyses indicate that Ae. aegypti distribution was highly focal (most clusters do not extend beyond 30 meters) and that hotspots of high vector abundance were common on every survey date, but they were temporally unstable over the period of study. CONCLUSIONS/SIGNIFICANCE: Our findings have implications for understanding Ae. aegypti distribution and for the design of surveillance and control activities relying on household-level data. In settings like Iquitos, where there is a relatively low percentage of Ae. aegypti in permanent water-holding containers, identifying and targeting key premises will be significantly challenged by shifting hotspots of Ae. aegypti infestation. Focusing efforts in large geographic areas with historically high levels of transmission may be more effective than targeting Ae. aegypti hotspots. Public Library of Science 2014-08-07 /pmc/articles/PMC4125221/ /pubmed/25102062 http://dx.doi.org/10.1371/journal.pntd.0003038 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article LaCon, Genevieve Morrison, Amy C. Astete, Helvio Stoddard, Steven T. Paz-Soldan, Valerie A. Elder, John P. Halsey, Eric S. Scott, Thomas W. Kitron, Uriel Vazquez-Prokopec, Gonzalo M. Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title | Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title_full | Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title_fullStr | Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title_full_unstemmed | Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title_short | Shifting Patterns of Aedes aegypti Fine Scale Spatial Clustering in Iquitos, Peru |
title_sort | shifting patterns of aedes aegypti fine scale spatial clustering in iquitos, peru |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4125221/ https://www.ncbi.nlm.nih.gov/pubmed/25102062 http://dx.doi.org/10.1371/journal.pntd.0003038 |
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