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Predator-Prey Evolution from an Eco-evolutionary Trade-off Model: The Role of Trait Differentiation
Roger Cropp1,2, John Norbury3
1School of Environment and Science, Griffith University, Nathan, QLD, 4111, Australia. r.cropp@griffith.edu.au.
Bulletin of Mathematical Biology
|March 7, 2022
Summary
We introduce a new eco-evolutionary model to simulate trait evolution in predator-prey systems. This model simplifies complex dynamics, accurately predicting how evolution stabilizes ecosystems.
Area of Science:
- Ecology
- Evolutionary Biology
- Mathematical Modeling
Background:
- Eco-evolutionary dynamics are complex, involving interactions between ecological processes and evolutionary changes.
- Existing models often struggle to capture the interplay between population dynamics and trait evolution efficiently.
- Trait distributions, particularly in predator-prey systems, are crucial for understanding ecosystem stability.
Purpose of the Study:
- To develop and validate a novel eco-evolutionary modelling framework for simulating trait distribution evolution.
- To compare the efficacy of a new population-level model with a traditional phenotype-level model.
- To investigate the role of stabilizing selection in predator-prey systems using this framework.
Main Methods:
- Developed a novel eco-evolutionary modelling framework using canonical equations for population size, average trait value, and trait differentiation (Q).
- Modeled trait distributions using beta distributions, with Q as a phenotype analogue of Wright's fixation index.
- Compared simulation results from the population model with a phenotype model under stabilizing selection in a predator-prey system with trade-offs.
Main Results:
- The population model significantly reduces the number of equations needed to simulate eco-evolutionary systems (by orders of magnitude) without losing accuracy.
- Both the population and phenotype models showed close agreement, predicting that evolution stabilizes initially oscillatory predator-prey systems under stabilizing selection.
- The population model provided insights into system properties not apparent from the phenotype model.
Conclusions:
- The novel eco-evolutionary modelling framework is effective for simulating trait distribution evolution in predator-prey systems.
- This population-level approach offers a computationally efficient and insightful alternative to traditional phenotype-level models.
- The framework's ability to capture stabilizing selection dynamics highlights its potential applicability across various ecosystems.
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