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Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity

Variance in life history outcomes among individuals is a requirement for natural selection, and a determinant of the ecological dynamics of populations. Heterogeneity among individuals will cause such variance, but so will the inherently stochastic nature of their demography. The relative contributi...

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Autores principales: van Daalen, Silke, Caswell, Hal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier] 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015279/
https://www.ncbi.nlm.nih.gov/pubmed/32089584
http://dx.doi.org/10.1016/j.ecolmodel.2019.108856
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author van Daalen, Silke
Caswell, Hal
author_facet van Daalen, Silke
Caswell, Hal
author_sort van Daalen, Silke
collection PubMed
description Variance in life history outcomes among individuals is a requirement for natural selection, and a determinant of the ecological dynamics of populations. Heterogeneity among individuals will cause such variance, but so will the inherently stochastic nature of their demography. The relative contributions of these variance components – stochasticity and heterogeneity – to life history outcomes are presented here in a general, demographic calculation. A general formulation of sensitivity analysis is provided for the relationship between the variance components and the demographic rates within the life cycle. We illustrate these novel methods with two examples; the variance in longevity within and between frailty groups in a laboratory population of fruit flies, and the variance in lifetime reproductive output within and between initial environment states in a perennial herb in a stochastic fire environment. In fruit flies, an increase in mortality would increase the variance due to stochasticity and reduce that due to heterogeneity. In the plant example, increasing mortality reduces, and increasing fertility increases both variance components. Sensitivity analyses such as these can provide a powerful tool in identifying patterns among life history stages and heterogeneity groups and their contributions to variance in life history outcomes.
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spelling pubmed-70152792020-02-19 Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity van Daalen, Silke Caswell, Hal Ecol Modell Article Variance in life history outcomes among individuals is a requirement for natural selection, and a determinant of the ecological dynamics of populations. Heterogeneity among individuals will cause such variance, but so will the inherently stochastic nature of their demography. The relative contributions of these variance components – stochasticity and heterogeneity – to life history outcomes are presented here in a general, demographic calculation. A general formulation of sensitivity analysis is provided for the relationship between the variance components and the demographic rates within the life cycle. We illustrate these novel methods with two examples; the variance in longevity within and between frailty groups in a laboratory population of fruit flies, and the variance in lifetime reproductive output within and between initial environment states in a perennial herb in a stochastic fire environment. In fruit flies, an increase in mortality would increase the variance due to stochasticity and reduce that due to heterogeneity. In the plant example, increasing mortality reduces, and increasing fertility increases both variance components. Sensitivity analyses such as these can provide a powerful tool in identifying patterns among life history stages and heterogeneity groups and their contributions to variance in life history outcomes. Elsevier] 2020-02-01 /pmc/articles/PMC7015279/ /pubmed/32089584 http://dx.doi.org/10.1016/j.ecolmodel.2019.108856 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
van Daalen, Silke
Caswell, Hal
Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title_full Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title_fullStr Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title_full_unstemmed Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title_short Variance as a life history outcome: Sensitivity analysis of the contributions of stochasticity and heterogeneity
title_sort variance as a life history outcome: sensitivity analysis of the contributions of stochasticity and heterogeneity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015279/
https://www.ncbi.nlm.nih.gov/pubmed/32089584
http://dx.doi.org/10.1016/j.ecolmodel.2019.108856
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