From individual thresholds to collective hysteresis: a mechanistic model of the dawn chorus.

IF 3.4 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Alexander R Kaye
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引用次数: 0

Abstract

At dawn, many bird communities exhibit a rapid and highly synchronous transition from silence to vocal activity. Although light levels increase gradually, the onset of this dawn chorus can appear abrupt, suggesting the possibility of tipping behaviour. While such dynamics are frequently described using catastrophe theory, direct mechanistic links between individual behavioural rules and macroscopic bifurcation structure remain limited. We develop a stochastic threshold model for this phenomenon in which each individual sings when a combination of light and social stimulation exceeds its activation threshold. Under mean-field scaling, the population dynamics converge to a deterministic equation for the proportion of singing individuals, with nonlinearity determined entirely by the cumulative distribution of thresholds. We show that for a broad class of threshold distributions, this system exhibits cusp bifurcations and hysteresis. Thus, the abrupt onset of singing can emerge directly from heterogeneity and social feedback, without imposing nonlinearities at the population level. Extending the model to spatially structured populations yields travelling waves, providing an explanation for the spatial variation of song across a landscape. Our results demonstrate how heterogeneity in behavioural thresholds can generate hysteresis in socially coupled populations, offering a general framework for linking individual decision rules to emergent ecological transitions.

从个体阈值到集体迟滞:黎明合唱的机械模型。
黎明时分,许多鸟类群落表现出从沉默到发声的快速和高度同步的转变。虽然光线逐渐增加,但这种黎明合唱的开始可能会显得突然,这表明有可能发生倾斜行为。虽然这种动态经常用突变理论来描述,但个体行为规则和宏观分岔结构之间的直接机制联系仍然有限。我们为这种现象开发了一个随机阈值模型,当光和社会刺激的组合超过其激活阈值时,每个个体都会唱歌。在平均场尺度下,种群动态收敛于歌唱个体比例的确定性方程,非线性完全由阈值的累积分布决定。我们表明,对于一类广泛的阈值分布,该系统表现出尖端分岔和滞后。因此,歌唱的突然出现可以直接从异质性和社会反馈中出现,而不会在人口水平上施加非线性。将该模型扩展到空间结构的种群,产生行波,为景观中歌声的空间变化提供了解释。我们的研究结果表明,行为阈值的异质性如何在社会耦合的群体中产生滞后,为将个人决策规则与紧急生态转变联系起来提供了一个总体框架。
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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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