Abstract
The scarcity of water characterising drylands forces vegetation to adopt appropriate survival strategies.
Some of these generate water–vegetation feedback mechanisms that can lead to spatial self-organisation
of vegetation, as it has been shown with models representing plants by a density of biomass, varying
continuously in time and space. However, although plants are usually quite plastic they also display
discrete qualities and stochastic behaviour. These features may give rise to demographic noise, which in
certain cases can influence the qualitative dynamics of ecosystem models. In the present work we
explore the effects of demographic noise on the resilience of a model semi-arid ecosystem. We introduce
a spatial stochastic eco-hydrological hybrid model in which plants are modelled as discrete entities
subject to stochastic dynamical rules, while the dynamics of surface and soil water are described by
continuous variables. The model has a deterministic approximation very similar to previous continuous
models of arid and semi-arid ecosystems. By means of numerical simulations we show that demographic
noise can have important effects on the extinction and recovery dynamics of the system. In particular we
find that the stochastic model escapes extinction under a wide range of conditions for which the
corresponding deterministic approximation predicts absorption into desert states.
Some of these generate water–vegetation feedback mechanisms that can lead to spatial self-organisation
of vegetation, as it has been shown with models representing plants by a density of biomass, varying
continuously in time and space. However, although plants are usually quite plastic they also display
discrete qualities and stochastic behaviour. These features may give rise to demographic noise, which in
certain cases can influence the qualitative dynamics of ecosystem models. In the present work we
explore the effects of demographic noise on the resilience of a model semi-arid ecosystem. We introduce
a spatial stochastic eco-hydrological hybrid model in which plants are modelled as discrete entities
subject to stochastic dynamical rules, while the dynamics of surface and soil water are described by
continuous variables. The model has a deterministic approximation very similar to previous continuous
models of arid and semi-arid ecosystems. By means of numerical simulations we show that demographic
noise can have important effects on the extinction and recovery dynamics of the system. In particular we
find that the stochastic model escapes extinction under a wide range of conditions for which the
corresponding deterministic approximation predicts absorption into desert states.
Original language | English |
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Pages (from-to) | 97-108 |
Number of pages | 12 |
Journal | Ecological Complexity |
Volume | 15 |
Issue number | september 2013 |
DOIs | |
Publication status | Published - 2013 |
Keywords
- Semi-arid ecosystems
- Resilience
- Vegetation patterns
- Extinction
- Recovery
- Stochastic processes