群鱼转向雪崩的临界特征

Andreu Puy, Elisabet Gimeno, David March-Pons, M. Carmen Miguel, Romualdo Pastor-Satorras
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引用次数: 0

摘要

运动的动物群体通过传播波或行为级联来传递信息,其特征类似于统计物理学中临界点附近的系统。利用实验水箱中自由游动的群鱼的数据,我们研究了涉及转向雪崩的自发行为级联,在这种情况下,大的方向变化会在整个群体中传播。我们利用凝聚态物理学和地震学中的雪崩行为工具,分析了几种雪崩指标,并详细描述了与转向雪崩相关的动力学。我们的研究结果通过数据坍缩和比例关系确定了幂律分布和稳健的无标度行为,证实了鱼群临界的必要条件。我们探索了转向雪崩的生物功能,并将其与鱼群选择新运动方向的集体决策过程联系起来。我们报告了与水槽壁相互作用产生的相关边界效应以及边界个体的影响作用。最后,我们利用地震学中的余震概念探讨了雪崩的空间和时间相关性,揭示了雪崩事件在指定时间尺度以下的集群现象,以及衰减速度比在地震中观察到的更快的大森定律。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Signatures of criticality in turning avalanches of schooling fish

Signatures of criticality in turning avalanches of schooling fish
Moving animal groups transmit information through propagating waves or behavioral cascades, exhibiting characteristics akin to systems near a critical point from statistical physics. Using data from freely swimming schooling fish in an experimental tank, we investigate spontaneous behavioral cascades involving turning avalanches, where large directional shifts propagate across the group. We analyze several avalanche metrics and provide a detailed picture of the dynamics associated with turning avalanches, employing tools from avalanche behavior in condensed-matter physics and seismology. Our results identify power-law distributions and robust scale-free behavior through data collapses and scaling relationships, confirming a necessary condition for criticality in fish schools. We explore the biological function of turning avalanches and link them to collective decision-making processes in selecting a new movement direction for the school. We report relevant boundary effects arising from interactions with the tank walls and influential roles of boundary individuals. Finally, spatial and temporal correlations in avalanches are explored using the concept of aftershocks from seismology, revealing clustering of avalanche events below a designated timescale and an Omori law with a faster decay rate than observed in earthquakes.
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