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分形重定向时钟:将动物行为与搜索的统计模式联系起来。

Fractal reorientation clocks: Linking animal behavior to statistical patterns of search.

作者信息

Bartumeus Frederic, Levin Simon A

机构信息

Department of Ecology and Evolutionary Biology, Princeton Environmental Institute, Princeton University, Princeton, NJ 08544, USA.

出版信息

Proc Natl Acad Sci U S A. 2008 Dec 9;105(49):19072-7. doi: 10.1073/pnas.0801926105. Epub 2008 Dec 5.

Abstract

The movement ecology framework depicts animal movement as the result of the combined effects of internal and external constraints on animal navigation and motion capacities. Nevertheless, there are still fundamental problems to understand how these modulations take place and how they might be translated into observed statistical properties of animal trajectories. Of particular interest, here, is the general idea of intermittence in animal movement. Intermittent locomotion assumes that animal movement is, in essence, discrete. The existence of abrupt interruptions in an otherwise continuous flow of movement allows for the possibility of reorientations, that is, to break down previous directional memories of the trajectory. In this study, we explore the potential links between intermittent locomotion, reorientation behavior, and search efficiency. By means of simulations we show that the incorporation of Lévy intermittence in an otherwise nonintermittent search strongly modifies encounter rates. The result is robust to different types of landscapes (i.e., target density and spatial distribution), and spatial dimensions (i.e., 2D, 3D). We propose that Lévy intermittence may come from reorientation mechanisms capable of organizing directional persistence on time (i.e., fractal reorientation clocks), and we rationalize that the explicit distinction between scanning and reorientation mechanisms is essential to make accurate statistical inferences from animal search behavior. Finally, we provide a statistical tool to judge the existence of episodic and strong reorientation behaviors capable of modifying relevant properties of stochastic searches, ultimately controlling the chances of finding unknown located items.

摘要

运动生态学框架将动物运动描述为内部和外部因素对动物导航及运动能力综合影响的结果。然而,在理解这些调节如何发生以及它们如何转化为动物轨迹的观测统计特性方面,仍然存在一些基本问题。在此,特别值得关注的是动物运动中的间歇性这一总体概念。间歇性运动假定动物运动本质上是离散的。在原本连续的运动流中存在突然中断,这使得重新定向成为可能,也就是说,可以打破先前轨迹的方向记忆。在本研究中,我们探索间歇性运动、重新定向行为和搜索效率之间的潜在联系。通过模拟,我们表明在原本非间歇性的搜索中纳入 Lévy 间歇性会强烈改变相遇率。该结果对于不同类型的景观(即目标密度和空间分布)以及空间维度(即二维、三维)具有稳健性。我们提出 Lévy 间歇性可能源于能够在时间上组织方向持续性的重新定向机制(即分形重新定向时钟),并且我们认为明确区分扫描和重新定向机制对于从动物搜索行为中做出准确的统计推断至关重要。最后,我们提供了一种统计工具,用于判断是否存在能够改变随机搜索相关特性、最终控制找到未知定位物品机会的 episodic 和强烈重新定向行为。

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