Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes
Abstract Background Aerial applications of insecticides that target adult mosquitoes are widely used to reduce transmission of West Nile virus to humans during periods of epidemic risk. However, estimates of the reduction in abundance following these treatments typically focus on single events, rely...
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doaj-56a6792b3ecc4a3cafa867db4f1e25362021-03-11T11:29:39ZengBMCParasites & Vectors1756-33052021-02-0114111510.1186/s13071-021-04616-6Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoesKaren M. Holcomb0Robert C. Reiner1Christopher M. Barker2Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of CaliforniaInstitute for Health Metrics and Evaluation, University of WashingtonDepartment of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of CaliforniaAbstract Background Aerial applications of insecticides that target adult mosquitoes are widely used to reduce transmission of West Nile virus to humans during periods of epidemic risk. However, estimates of the reduction in abundance following these treatments typically focus on single events, rely on pre-defined, untreated control sites and can vary widely due to stochastic variation in population dynamics and trapping success unrelated to the treatment. Methods To overcome these limitations, we developed generalized additive models fitted to mosquito surveillance data collected from CO2-baited traps in Sacramento and Yolo counties, California from 2006 to 2017. The models accounted for the expected spatial and temporal trends in the abundance of adult female Culex (Cx.) tarsalis and Cx. pipiens in the absence of aerial spraying. Estimates for the magnitude of deviation from baseline abundance following aerial spray events were obtained from the models. Results At 1-week post-treatment with full spatial coverage of the trapping area by pyrethroid or pyrethrin products, Cx. pipiens abundance was reduced by a mean of 52.4% (95% confidence intrval [CI] − 65.6, − 36.5%) while the use of at least one organophosphate pesticide resulted in a mean reduction of 76.2% (95% CI − 82.8, − 67.9%). For Cx. tarsalis, at 1-week post-treatment with full coverage there was a reduction in abundance of 30.7% (95% CI − 54.5, 2.5%). Pesticide class was not a significant factor contributing to the reduction. In comparison, repetition of spraying over three to four consecutive weeks resulted in similar estimates for Cx. pipiens and estimates of somewhat smaller magnitude for Cx. tarsalis. Conclusions Aerial adulticides are effective for achieving a rapid short-term reduction of the abundance of the primary West Nile virus vectors, Cx. tarsalis and Cx. pipiens. A larger magnitude of reduction was estimated in Cx. pipiens, possibly due to the species’ focal distribution. Effects of aerial sprays on Cx. tarsalis populations are likely modulated by the species’ large dispersal ability, population sizes and vast productive larval habitat present in the study area. Our modeling approach provides a new way to estimate effects of public health pesticides on vector populations using routinely collected observational data and accounting for spatio-temporal trends and contextual factors like weather and habitat. This approach does not require pre-selected control sites and expands upon past studies that have focused on the effects of individual aerial treatment events.https://doi.org/10.1186/s13071-021-04616-6AdulticideAerial sprayingCulex tarsalisCulex pipiensGAMGeneralized additive models |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Karen M. Holcomb Robert C. Reiner Christopher M. Barker |
spellingShingle |
Karen M. Holcomb Robert C. Reiner Christopher M. Barker Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes Parasites & Vectors Adulticide Aerial spraying Culex tarsalis Culex pipiens GAM Generalized additive models |
author_facet |
Karen M. Holcomb Robert C. Reiner Christopher M. Barker |
author_sort |
Karen M. Holcomb |
title |
Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes |
title_short |
Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes |
title_full |
Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes |
title_fullStr |
Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes |
title_full_unstemmed |
Spatio-temporal impacts of aerial adulticide applications on populations of West Nile virus vector mosquitoes |
title_sort |
spatio-temporal impacts of aerial adulticide applications on populations of west nile virus vector mosquitoes |
publisher |
BMC |
series |
Parasites & Vectors |
issn |
1756-3305 |
publishDate |
2021-02-01 |
description |
Abstract Background Aerial applications of insecticides that target adult mosquitoes are widely used to reduce transmission of West Nile virus to humans during periods of epidemic risk. However, estimates of the reduction in abundance following these treatments typically focus on single events, rely on pre-defined, untreated control sites and can vary widely due to stochastic variation in population dynamics and trapping success unrelated to the treatment. Methods To overcome these limitations, we developed generalized additive models fitted to mosquito surveillance data collected from CO2-baited traps in Sacramento and Yolo counties, California from 2006 to 2017. The models accounted for the expected spatial and temporal trends in the abundance of adult female Culex (Cx.) tarsalis and Cx. pipiens in the absence of aerial spraying. Estimates for the magnitude of deviation from baseline abundance following aerial spray events were obtained from the models. Results At 1-week post-treatment with full spatial coverage of the trapping area by pyrethroid or pyrethrin products, Cx. pipiens abundance was reduced by a mean of 52.4% (95% confidence intrval [CI] − 65.6, − 36.5%) while the use of at least one organophosphate pesticide resulted in a mean reduction of 76.2% (95% CI − 82.8, − 67.9%). For Cx. tarsalis, at 1-week post-treatment with full coverage there was a reduction in abundance of 30.7% (95% CI − 54.5, 2.5%). Pesticide class was not a significant factor contributing to the reduction. In comparison, repetition of spraying over three to four consecutive weeks resulted in similar estimates for Cx. pipiens and estimates of somewhat smaller magnitude for Cx. tarsalis. Conclusions Aerial adulticides are effective for achieving a rapid short-term reduction of the abundance of the primary West Nile virus vectors, Cx. tarsalis and Cx. pipiens. A larger magnitude of reduction was estimated in Cx. pipiens, possibly due to the species’ focal distribution. Effects of aerial sprays on Cx. tarsalis populations are likely modulated by the species’ large dispersal ability, population sizes and vast productive larval habitat present in the study area. Our modeling approach provides a new way to estimate effects of public health pesticides on vector populations using routinely collected observational data and accounting for spatio-temporal trends and contextual factors like weather and habitat. This approach does not require pre-selected control sites and expands upon past studies that have focused on the effects of individual aerial treatment events. |
topic |
Adulticide Aerial spraying Culex tarsalis Culex pipiens GAM Generalized additive models |
url |
https://doi.org/10.1186/s13071-021-04616-6 |
work_keys_str_mv |
AT karenmholcomb spatiotemporalimpactsofaerialadulticideapplicationsonpopulationsofwestnilevirusvectormosquitoes AT robertcreiner spatiotemporalimpactsofaerialadulticideapplicationsonpopulationsofwestnilevirusvectormosquitoes AT christophermbarker spatiotemporalimpactsofaerialadulticideapplicationsonpopulationsofwestnilevirusvectormosquitoes |
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