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Extinction transitions in correlated external noise.
Alexander H O Wada1,2, Matthew Small1, Thomas Vojta1,3
1Department of Physics, Missouri University of Science and Technology, Rolla, Missouri 65409, USA.
Physical Review. E
|September 27, 2018
Summary
Long-range correlated noise accelerates population decay but slows ensemble average decay in extinction transitions. This finding impacts understanding of growth and spreading processes under environmental disorder.
Area of Science:
- Physics
- Ecology
- Complex Systems
Background:
- Environmental noise, or temporal disorder, can lead to unusual critical points in population dynamics.
- Previous research identified an "infinite-noise" critical point characterized by extreme density fluctuations.
Purpose of the Study:
- To investigate the influence of long-range correlated (colored) noise on extinction phase transitions.
- To analyze how correlated noise modifies population decay dynamics compared to uncorrelated noise.
Main Methods:
- Analysis of the logistic evolution equation.
- Establishment of a connection to fractional random walks.
- Extensive Monte Carlo simulations.
Main Results:
- Positively correlated (red) noise enhances density fluctuations and accelerates the decay of typical populations.
- Correlated noise slows the decay of the ensemble average, which is influenced by rare, surviving events.
- The mean time to extinction grows sub-power-law with population size in the surviving phase.
Conclusions:
- Correlated environmental noise significantly alters extinction transition dynamics, leading to divergent behaviors between typical and average population fates.
- The study connects extinction transitions to fractional random walks, providing a theoretical framework for understanding these phenomena.
- Findings have implications for modeling population dynamics in environments with temporally structured noise.
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