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Decomposing the variation in population growth into contributions from multiple demographic rates

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TLDR
The retrospective matrix method provides a good approximation of the demographic rate associated most strongly with variation in population growth, however, failure to incorporate the contribution of covariation between demographic rates when decomposing variation inpopulation growth can lead to spurious conclusions.
Abstract
Summary 1 The decomposition of variation in population growth into the relative contributions from different demographic rates has multiple uses in population, conservation and evolutionary biology Recent research has favoured methods based on matrix models termed ‘life-table-response experiments’ or more generally ‘the retrospective matrix method’, which provide an approximation of a complete demographic decomposition The performance of the approximation has not been assessed 2 We compare the performance of the retrospective matrix method to a complete decomposition for two bighorn sheep populations and one red deer population 3 Different demographic rates make markedly different contributions to variation in growth rate between populations, because each population is subject to different types of environmental variation 4 The most influential demographic rates identified from decomposing observed variation in population growth are often not those showing the highest elasticity Consequently, those demographic rates most strongly associated with deterministic population growth are not necessarily strongly associated with temporal variation in population growth 5 The retrospective matrix method provides a good approximation of the demographic rate associated most strongly with variation in population growth However, failure to incorporate the contribution of covariation between demographic rates when decomposing variation in population growth can lead to spurious conclusions

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Citations
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Perceived Predation Risk Reduces the Number of Offspring Songbirds Produce per Year

TL;DR: The results suggest that the perception of predation risk is itself powerful enough to affect wildlife population dynamics, and should thus be given greater consideration in vertebrate conservation and management.
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Global declines of caribou and reindeer

TL;DR: The authors examined the mechanisms by which climate warming and anthropogenic landscape change influence caribou and reindeer population dynamics, namely changes in phenology, spatiotemporal changes in species overlap, and increased frequency of extreme weather events.
Journal ArticleDOI

Demography in an increasingly variable world.

TL;DR: This work discusses how understanding the demographic consequences of environmental variation will have applications for anticipating changes in populations resulting from anthropogenic activities that affect the variance in vital rates and highlights new tools for anticipating the magnitude and temporal patterning of environmental variability.
References
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Book

Matrix population models : construction, analysis, and interpretation

Hal Caswell
TL;DR: In this article, the age-classified matrix model was used to analyze the life-cycle graph sensitivity analysis and evolutionary demography statistical inference time-varying and stochastic models.
Book

Matrix Population Models

TL;DR: Matrix population models are discrete-time structured population models in which individuals are classified into discrete stages (age classes, size classes, developmental stages, spatial locations, etc.) as discussed by the authors.
Book

Red Deer: Behavior and Ecology of Two Sexes

TL;DR: Red Deer: Behavior and Ecology of Two Sexes is the most extensive study yet available of reproduction in wild vertebrate and reveals the extent of sex differences in behavior, reproduction, and ecology.
Journal ArticleDOI

Temporal Variation in Fitness Components and Population Dynamics of Large Herbivores

TL;DR: In large-herbivore populations, environmental variation and density dependence co-occur and have similar effects on various fitness components and how that variability affects changes in population growth rates is examined.
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