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Dynamics of populations in a changing environment
Michel Droz1, Andrzej Pekalski
1Insitut de Physique Théorique, Université de Genève, quai Ernest Ansermet 24, 1211 Genève 4, Switzerland.
Summary
This study models populations in changing environments, revealing that mutation and selection determine survival or extinction. A continuous phase transition exists between active (survival) and absorbing (extinction) states.
Area of Science:
- Evolutionary Biology
- Population Dynamics
- Computational Biology
Background:
- Environmental changes pose significant challenges to population survival.
- Mutations and selection are key evolutionary forces influencing population dynamics.
- Understanding population responses to environmental shifts is crucial for ecological and evolutionary studies.
Purpose of the Study:
- To develop and analyze an individual-based model of a population in a fluctuating environment.
- To investigate the impact of mutation rate and selection pressure on population survival and extinction.
- To characterize the phase transition between population survival and extinction.
Main Methods:
- An individual-based modeling approach was employed.
- Monte Carlo simulations were utilized to explore population dynamics.
- The model incorporated mutation and selection as core evolutionary pressures.
Main Results:
- A continuous phase transition was identified between an active (survival) and an absorbing (extinction) phase.
- Weaker selection allowed populations to inhabit all available space.
- Stronger selection drove populations to optimal living conditions, avoiding harsher environments.
- The mean time to extinction was found to depend on the mutation rate.
Conclusions:
- Population fate (survival or extinction) is critically dependent on the interplay between mutation rate and selection intensity.
- Environmental conditions and selection pressure dictate population distribution and persistence.
- The study provides insights into the evolutionary stability and extinction dynamics of populations facing environmental change.