Cargando…

Predicting aquatic development and mortality rates of Aedes aegypti

Mosquito-borne pathogens continue to be a significant burden within human populations, with Aedes aegypti continuing to spread dengue, chikungunya, and Zika virus throughout the world. Using data from a previously conducted study, a linear regression model was constructed to predict the aquatic deve...

Descripción completa

Detalles Bibliográficos
Autores principales: Zapletal, Josef, Gupta, Himanshu, Erraguntla, Madhav, Adelman, Zach N., Myles, Kevin M., Lawley, Mark A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528993/
https://www.ncbi.nlm.nih.gov/pubmed/31112566
http://dx.doi.org/10.1371/journal.pone.0217199
_version_ 1783420316458942464
author Zapletal, Josef
Gupta, Himanshu
Erraguntla, Madhav
Adelman, Zach N.
Myles, Kevin M.
Lawley, Mark A.
author_facet Zapletal, Josef
Gupta, Himanshu
Erraguntla, Madhav
Adelman, Zach N.
Myles, Kevin M.
Lawley, Mark A.
author_sort Zapletal, Josef
collection PubMed
description Mosquito-borne pathogens continue to be a significant burden within human populations, with Aedes aegypti continuing to spread dengue, chikungunya, and Zika virus throughout the world. Using data from a previously conducted study, a linear regression model was constructed to predict the aquatic development rates based on the average temperature, temperature fluctuation range, and larval density. Additional experiments were conducted with different parameters of average temperature and larval density to validate the model. Using a paired t-test, the model predictions were compared to experimental data and showed that the prediction models were not significantly different for average pupation rate, adult emergence rate, and juvenile mortality rate. The models developed will be useful for modeling and estimating the upper limit of the number of Aedes aegypti in the environment under different temperature, diurnal temperature variations, and larval densities.
format Online
Article
Text
id pubmed-6528993
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-65289932019-05-31 Predicting aquatic development and mortality rates of Aedes aegypti Zapletal, Josef Gupta, Himanshu Erraguntla, Madhav Adelman, Zach N. Myles, Kevin M. Lawley, Mark A. PLoS One Research Article Mosquito-borne pathogens continue to be a significant burden within human populations, with Aedes aegypti continuing to spread dengue, chikungunya, and Zika virus throughout the world. Using data from a previously conducted study, a linear regression model was constructed to predict the aquatic development rates based on the average temperature, temperature fluctuation range, and larval density. Additional experiments were conducted with different parameters of average temperature and larval density to validate the model. Using a paired t-test, the model predictions were compared to experimental data and showed that the prediction models were not significantly different for average pupation rate, adult emergence rate, and juvenile mortality rate. The models developed will be useful for modeling and estimating the upper limit of the number of Aedes aegypti in the environment under different temperature, diurnal temperature variations, and larval densities. Public Library of Science 2019-05-21 /pmc/articles/PMC6528993/ /pubmed/31112566 http://dx.doi.org/10.1371/journal.pone.0217199 Text en © 2019 Zapletal 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zapletal, Josef
Gupta, Himanshu
Erraguntla, Madhav
Adelman, Zach N.
Myles, Kevin M.
Lawley, Mark A.
Predicting aquatic development and mortality rates of Aedes aegypti
title Predicting aquatic development and mortality rates of Aedes aegypti
title_full Predicting aquatic development and mortality rates of Aedes aegypti
title_fullStr Predicting aquatic development and mortality rates of Aedes aegypti
title_full_unstemmed Predicting aquatic development and mortality rates of Aedes aegypti
title_short Predicting aquatic development and mortality rates of Aedes aegypti
title_sort predicting aquatic development and mortality rates of aedes aegypti
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528993/
https://www.ncbi.nlm.nih.gov/pubmed/31112566
http://dx.doi.org/10.1371/journal.pone.0217199
work_keys_str_mv AT zapletaljosef predictingaquaticdevelopmentandmortalityratesofaedesaegypti
AT guptahimanshu predictingaquaticdevelopmentandmortalityratesofaedesaegypti
AT erraguntlamadhav predictingaquaticdevelopmentandmortalityratesofaedesaegypti
AT adelmanzachn predictingaquaticdevelopmentandmortalityratesofaedesaegypti
AT myleskevinm predictingaquaticdevelopmentandmortalityratesofaedesaegypti
AT lawleymarka predictingaquaticdevelopmentandmortalityratesofaedesaegypti