Dynamics of age- and size-structured populations in fluctuating environments: Applications of stochastic matrix models to natural populations |
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Authors: | Masahiro Nakaoka |
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Affiliation: | (1) Ocean Research Institute, University of Tokyo, Minamidai 1-15-1, Nakano, 164 Tokyo, Japan |
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Abstract: | Recent developments of the theory of stochastic matrix modeling have made it possible to estimate general properties of age- and size-structured populations in fluctuating environments. However, applications of the theory to natural populations are still few. The empirical studies which have used stochastic matrix models are reviewed here to examine whether predictions made by the theory can be generally found in wild populations. The organisms studied include terrestrial grasses and herbs, a seaweed, a fish, a reptile, a deer and some marine invertebrates. In all the studies, the stochastic population growth rate (ln λ s ) was no greater than the deterministic population growth rate determined using average vital rates, suggesting that the model based only on average vital rates may overestimate growth rates of populations in fluctuating environments. Factors affecting ln λ s include the magnitude of variation in vital rates, probability distribution of random environments, fluctuation in different types of vital rates, covariances between vital rates, and autocorrelation between successive environments. However, comprehensive rules were hardly found through the comparisons of the empirical studies. Based on shortcomings of previous studies, I address some important subjects which should be examined in future studies. |
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Keywords: | demography matrix model stochastic environment population dynamics natural populations applications of the theory |
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