Scale-free behavioral cascades and effective leadership in schooling fish
arXiv:2203.05473 · doi:10.1038/s41598-022-14337-0
Abstract
Behavioral contagion and the presence of behavioral cascades are natural features in groups of animals showing collective motion, such as schooling fish or grazing herbivores. Here we study empirical behavioral cascades observed in fish schools defined as avalanches of consecutive large changes in the heading direction of the trajectory of fish. In terms of a minimum turning angle introduced to define a large change, avalanches are characterized by distributions of size and duration showing scale-free signatures, reminiscent of self-organized critical behavior. We observe that avalanches are generally triggered by a small number of fish, which act as effective leaders that induce large rearrangements of the group's trajectory. This observation motivates the proposal of a simple model, based in the classical Vicsek model of collective motion, in which a given individual acts as a leader subject to random heading reorientations. The model reproduces qualitatively the empirical avalanche behavior observed in real schools, and hints towards a connection between effective leadership and avalanche behavior in collective movement.
arXiv comment16 pages, 11 figures
References in corpus (17)
- Novel type of phase transition in a system of self-driven particles
- Collective motion
- The Mechanics and Statistics of Active Matter
- Hierarchical group dynamics in pigeon flocks
- Intermittent dislocation flow in viscoplastic deformation
- Collective Transport: From Superconductors to Earthquakes
- Dynamics of a ferromagnetic domain wall: avalanches, depinning transition and the Barkhausen effect
- Experiments in vortex avalanches
- Statistical Physics of Fracture, Friction and Earthquake
- The Physics of the Vicsek Model
- Disentangling and modeling interactions in fish with burst-and-coast swimming
- Avalanches in Breakdown and Fracture Processes
- Rare events and breakdown of simple scaling in the Abelian sandpile
- The effect of thresholding on temporal avalanche statistics
- noise and avalanche scaling in plastic deformation
- Leading birds by their beaks: the response of flocks to external perturbations
- Linear response to leadership, effective temperature and decision making in flocks
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