Shifting patterns of Aedes aegypti fine scale spatial clustering in Iquitos, Peru.

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 lon...

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Main Authors: Genevieve LaCon, Amy C Morrison, Helvio Astete, Steven T Stoddard, Valerie A Paz-Soldan, John P Elder, Eric S Halsey, Thomas W Scott, Uriel Kitron, Gonzalo M Vazquez-Prokopec
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-08-01
Series:PLoS Neglected Tropical Diseases
Online Access:http://europepmc.org/articles/PMC4125221?pdf=render
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spelling doaj-0aa5d6279a48417097d051db405e83a12020-11-24T20:45:00ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352014-08-0188e303810.1371/journal.pntd.0003038Shifting patterns of Aedes aegypti fine scale spatial clustering in Iquitos, Peru.Genevieve LaConAmy C MorrisonHelvio AsteteSteven T StoddardValerie A Paz-SoldanJohn P ElderEric S HalseyThomas W ScottUriel KitronGonzalo M Vazquez-ProkopecEmpiric 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.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.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.http://europepmc.org/articles/PMC4125221?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Genevieve LaCon
Amy C Morrison
Helvio Astete
Steven T Stoddard
Valerie A Paz-Soldan
John P Elder
Eric S Halsey
Thomas W Scott
Uriel Kitron
Gonzalo M Vazquez-Prokopec
spellingShingle Genevieve LaCon
Amy C Morrison
Helvio Astete
Steven T Stoddard
Valerie A Paz-Soldan
John P Elder
Eric S Halsey
Thomas W Scott
Uriel Kitron
Gonzalo M Vazquez-Prokopec
Shifting patterns of Aedes aegypti fine scale spatial clustering in Iquitos, Peru.
PLoS Neglected Tropical Diseases
author_facet Genevieve LaCon
Amy C Morrison
Helvio Astete
Steven T Stoddard
Valerie A Paz-Soldan
John P Elder
Eric S Halsey
Thomas W Scott
Uriel Kitron
Gonzalo M Vazquez-Prokopec
author_sort Genevieve LaCon
title 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_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_sort shifting patterns of aedes aegypti fine scale spatial clustering in iquitos, peru.
publisher Public Library of Science (PLoS)
series PLoS Neglected Tropical Diseases
issn 1935-2727
1935-2735
publishDate 2014-08-01
description 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.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.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.
url http://europepmc.org/articles/PMC4125221?pdf=render
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