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Population dynamics and the color of environmental noise: A study on a three-species food chain system

机译:人口动态与环境噪声的颜色:三物种食物链系统的研究

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In the present study, the effect of 'red', 'white' and 'blue' environmental noise on population dynamics in a simple three-species food chain system was analyzed. The 'colored' noise was superimposed on the three-species food chain model first put forth by Rosenzweig in different ways and the resulting power spectra were investigated. We showed that the amplitude of environmental noise, the trophic level at which a population is positioned and whether a population is directly affected by environmental noise, are all important with respect to the way in which a population responds to noise with different colors. For the deterministic case, all population dynamics are 'red' irrespective of the system dynamics. When all species are sensitive to environmental noise, the top predator's dynamics always remain 'red' regardless of the color of the noise and its amplitude, whereas the dynamics of the intermediate species turn 'blue' under disturbances of any color with high amplitude, and those of the basal species may become 'blue' only under 'blue' noise. If only one species is sensitive to environmental noise, the dynamics of the insensitive species are always 'red', irrespective of the color of the noise and its amplitude. Unlike previous results obtained by studying single-species models, our results have almost nothing to do with deterministic system dynamics. In other words, changing the deterministic system dynamics from stable via periodic to chaotic does not qualitatively change the outcome. Our results are of importance in determining how we interpret the ubiquitous 'red' power spectrum of natural ecological time series.
机译:在本研究中,分析了“红色”,“白色”和“蓝色”环境噪声对简单的三物种食物链系统中种群动态的影响。 “有色”噪声以不同的方式叠加在罗森茨威格首先提出的三种食物链模型上,并研究了由此产生的功率谱。我们表明,环境噪声的幅度,种群所处的营养水平以及种群是否直接受到环境噪声的影响,对于种群对不同颜色的噪声的响应方式都非常重要。对于确定性情况,所有种群动态都是“红色”,而与系统动态无关。当所有物种都对环境噪声敏感时,无论噪声的颜色及其振幅如何,捕食者的动态始终保持“红色”,而在任何颜色的高振幅干扰下,中间物种的动态都会变为“蓝色”,并且只有在“蓝”声下,这些基础物种的那些才可能变为“蓝”。如果只有一种对环境噪声敏感,则无论噪声的颜色及其振幅如何,不敏感的物种的动态始终为“红色”。与以前通过研究单一物种模型获得的结果不同,我们的结果几乎与确定性系统动力学无关。换句话说,将确定性系统动力学从稳定更改为周期性更改为混乱更改不会定性更改结果。我们的结果对于确定我们如何解释自然生态时间序列无处不在的“红色”功率谱非常重要。

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