Liu Zhiguang, Gao Meng, Zhang Fengpan, Li Zizhen
School of Mathematics and Information Sciences, Henan University, Kaifeng, PR China.
Biosystems. 2009 Nov;98(2):115-21. doi: 10.1016/j.biosystems.2009.08.001. Epub 2009 Aug 12.
Spatial synchrony of oscillating populations has been observed in many ecological systems, and its influences and causes have attracted the interest of ecologists. Spatially correlated environmental noises, dispersal, and trophic interactions have been considered as the causes of spatial synchrony. In this study, we develop a spatially structured population model, which is described by coupled-map lattices and incorporates both dispersal and colored environmental noise. A method for generating time series with desired spatial correlation and color is introduced. Then, we use these generated time series to analyze the influence of noise color on synchrony in population dynamics. The noise color refers to the temporal correlation in the time series data of the noise, and is expressed as the degree of (first-order) autocorrelation for autoregressive noise. Patterns of spatial synchrony are considered for stable, periodic and chaotic population dynamics. Numerical simulations verify that environmental noise color has a major influence on the level of synchrony, which depends strongly on how noise is introduced into the model. Furthermore, the influence of noise color also depends on patterns of dispersal between local populations. In addition, the desynchronizing effect of reddened noise is always weaker than that of white noise. From our results, we notice that the role of reddened environmental noise on spatial synchrony should be treated carefully and cautiously, especially for the spatially structured populations linked by dispersal.
振荡种群的空间同步性已在许多生态系统中被观测到,其影响和成因引起了生态学家的兴趣。空间相关的环境噪声、扩散以及营养相互作用被视为空间同步性的成因。在本研究中,我们构建了一个空间结构化种群模型,该模型由耦合映射格子描述,并纳入了扩散和有色环境噪声。介绍了一种生成具有所需空间相关性和颜色的时间序列的方法。然后,我们使用这些生成的时间序列来分析噪声颜色对种群动态同步性的影响。噪声颜色指的是噪声时间序列数据中的时间相关性,并表示为自回归噪声的(一阶)自相关程度。考虑了稳定、周期和混沌种群动态下的空间同步模式。数值模拟验证了环境噪声颜色对同步水平有重大影响,这在很大程度上取决于噪声如何引入模型。此外,噪声颜色的影响还取决于局部种群之间的扩散模式。此外,红噪声的去同步效应总是弱于白噪声。从我们的结果可以看出,对于空间同步性而言,尤其是对于通过扩散相连的空间结构化种群,有色环境噪声的作用应谨慎对待。