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Navigating the flow: individual and continuum models for homing in flowing environments
Kevin J Painter1, Thomas Hillen2
1Department of Mathematics and Maxwell Institute for Mathematical Sciences, Heriot-Watt University, Edinburgh, UK k.painter@hw.ac.uk.
This study develops a new model for animal navigation in complex flows, bridging individual-based and continuous approaches. It enhances understanding of how species like sea turtles navigate ocean currents.
Area of Science:
- Ecology
- Biophysics
- Mathematical Biology
Background:
- Animal navigation occurs in dynamic aquatic and airborne environments with complex flow patterns.
- Individual-based models (IBMs) simulate species movement in flows but are computationally intensive.
- Traditional continuous models offer broader insights but lack individual-level detail.
Purpose of the Study:
- To formulate an individual-based model for navigation in flowing fields.
- To derive a corresponding macroscopic, continuous model using scaling.
- To apply the model to diverse movement strategies and 'homing' behaviors.
Main Methods:
- Development of a novel individual-based model for navigation in fluid dynamics.
- Application of mathematical scaling techniques to transition from individual-based to continuous models.
- Testing the model with simulated drifters and cue-responding navigators.
Main Results:
- The derived continuous model effectively captures navigation dynamics across different movement types.
- The model successfully simulates 'homing' behaviors, demonstrating its practical utility.
- Specific application to the navigation of green turtles (Chelonia mydas) to Ascension Island.
Conclusions:
- The new modeling approach integrates the strengths of individual-based and continuous methods.
- This framework provides a computationally tractable yet detailed tool for studying animal dispersal and navigation.
- The model offers valuable insights into marine species' responses to oceanic currents and environmental cues.
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