Local population dynamics of an invasive tree species with a complex life-history cycle: A stochastic matrix model
Authored by Emmanuelle Sebert-Cuvillier, Frederic Paccaut, Olivier Chabrerie, Patrick Endels, Olivier Goubet, Guillaume Decocq
Date Published: 2007
DOI: 10.1016/j.ecolmodel.2006.09.005
Sponsors:
French Ministries
Platforms:
MATLAB
Model Documentation:
Other Narrative
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Mathematical description
Model Code URLs:
Model code not found
Abstract
Biological invasions are widely accepted as having a major impact on
ecosystem functioning worldwide, giving urgency to a better
understanding of the factors that control their spread. Modelling tools
have been developed for this purpose but are often discrete-space, discretetime spatial-mechanistic models that adopt a computer simulation
approach and resist mathematical analysis. We constructed a simple
demographic matrix model to explore the local population dynamics of an
invasive species with a complex life history and whose invasive success
depends on resource availability, which occurs stochastically. As a case
study we focused on the American black cherry (Prunus serotina Ehrh.), a
gap-dependent tree able both to constitute a long-living seedling bank
under unfavourable light conditions and to resprout vigorously once
cut-down, which is invading European temperate forests. The model used
was a stage-classified matrix population model (i.e., Lefkovitch
matrix), integrating environmental stochasticity. Stochastic matrix
projection analysis was combined with elasticity analysis and stochastic
simulations to search for the species' `Achille heel'. As expected, the
population growth rate (i.e., Lyapunov exponent), which measures the
risk of P. serotina invasion at the stand scale, increased with light
frequency. There was a critical value above which the population of P..
serotina explodes and below which it locally goes extinct. The
resprouting capacity usually speed up the invasion but appeared to play
a minor role. The mean duration of stand invasion was measured and
important life stage transitions that mostly contribute to the local
stochastic growth rate were identified. Some relevant management
implications are discussed and the interest of such models for the
understanding of demographic characteristics of invasive species is
stressed. (c) 2006 Elsevier B.V. All rights reserved.
Tags
Individual-based model
Demography
growth
Spread
Environments
Forest
Biological invasions
Plant invasions
Stand
dynamics
Invasibility