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The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications

An improved understanding of mosquito population dynamics under natural environmental forcing requires adequate field observations spanning the full range of temporal scales over which mosquito abundance fluctuates in natural conditions. Here we analyze a 9-year daily time series of uninterrupted ob...

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Autores principales: Jian, Yun, Silvestri, Sonia, Brown, Jeff, Hickman, Rick, Marani, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4257610/
https://www.ncbi.nlm.nih.gov/pubmed/25478861
http://dx.doi.org/10.1371/journal.pone.0114301
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author Jian, Yun
Silvestri, Sonia
Brown, Jeff
Hickman, Rick
Marani, Marco
author_facet Jian, Yun
Silvestri, Sonia
Brown, Jeff
Hickman, Rick
Marani, Marco
author_sort Jian, Yun
collection PubMed
description An improved understanding of mosquito population dynamics under natural environmental forcing requires adequate field observations spanning the full range of temporal scales over which mosquito abundance fluctuates in natural conditions. Here we analyze a 9-year daily time series of uninterrupted observations of adult mosquito abundance for multiple mosquito species in North Carolina to identify characteristic scales of temporal variability, the processes generating them, and the representativeness of observations at different sampling resolutions. We focus in particular on Aedes vexans and Culiseta melanura and, using a combination of spectral analysis and modeling, we find significant population fluctuations with characteristic periodicity between 2 days and several years. Population dynamical modelling suggests that the observed fast fluctuations scales (2 days-weeks) are importantly affected by a varying mosquito activity in response to rapid changes in meteorological conditions, a process neglected in most representations of mosquito population dynamics. We further suggest that the range of time scales over which adult mosquito population variability takes place can be divided into three main parts. At small time scales (indicatively 2 days-1 month) observed population fluctuations are mainly driven by behavioral responses to rapid changes in weather conditions. At intermediate scales (1 to several month) environmentally-forced fluctuations in generation times, mortality rates, and density dependence determine the population characteristic response times. At longer scales (annual to multi-annual) mosquito populations follow seasonal and inter-annual environmental changes. We conclude that observations of adult mosquito populations should be based on a sub-weekly sampling frequency and that predictive models of mosquito abundance must include behavioral dynamics to separate the effects of a varying mosquito activity from actual changes in the abundance of the underlying population.
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spelling pubmed-42576102014-12-15 The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications Jian, Yun Silvestri, Sonia Brown, Jeff Hickman, Rick Marani, Marco PLoS One Research Article An improved understanding of mosquito population dynamics under natural environmental forcing requires adequate field observations spanning the full range of temporal scales over which mosquito abundance fluctuates in natural conditions. Here we analyze a 9-year daily time series of uninterrupted observations of adult mosquito abundance for multiple mosquito species in North Carolina to identify characteristic scales of temporal variability, the processes generating them, and the representativeness of observations at different sampling resolutions. We focus in particular on Aedes vexans and Culiseta melanura and, using a combination of spectral analysis and modeling, we find significant population fluctuations with characteristic periodicity between 2 days and several years. Population dynamical modelling suggests that the observed fast fluctuations scales (2 days-weeks) are importantly affected by a varying mosquito activity in response to rapid changes in meteorological conditions, a process neglected in most representations of mosquito population dynamics. We further suggest that the range of time scales over which adult mosquito population variability takes place can be divided into three main parts. At small time scales (indicatively 2 days-1 month) observed population fluctuations are mainly driven by behavioral responses to rapid changes in weather conditions. At intermediate scales (1 to several month) environmentally-forced fluctuations in generation times, mortality rates, and density dependence determine the population characteristic response times. At longer scales (annual to multi-annual) mosquito populations follow seasonal and inter-annual environmental changes. We conclude that observations of adult mosquito populations should be based on a sub-weekly sampling frequency and that predictive models of mosquito abundance must include behavioral dynamics to separate the effects of a varying mosquito activity from actual changes in the abundance of the underlying population. Public Library of Science 2014-12-05 /pmc/articles/PMC4257610/ /pubmed/25478861 http://dx.doi.org/10.1371/journal.pone.0114301 Text en © 2014 Jian 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
Jian, Yun
Silvestri, Sonia
Brown, Jeff
Hickman, Rick
Marani, Marco
The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title_full The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title_fullStr The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title_full_unstemmed The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title_short The Temporal Spectrum of Adult Mosquito Population Fluctuations: Conceptual and Modeling Implications
title_sort temporal spectrum of adult mosquito population fluctuations: conceptual and modeling implications
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4257610/
https://www.ncbi.nlm.nih.gov/pubmed/25478861
http://dx.doi.org/10.1371/journal.pone.0114301
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