Mankin Romi, Sauga Ako, Ainsaar Ain, Haljas Astrid, Paunel Kristiina
Department of Natural Sciences, Tallinn Pedagogical University, 25 Narva Road, 10120 Tallinn, Estonia.
Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Jun;69(6 Pt 1):061106. doi: 10.1103/PhysRevE.69.061106. Epub 2004 Jun 16.
A symbiotic ecosystem is studied by means of the Lotka-Volterra stochastic model, using the generalized Verhulst self-regulation. The effect of fluctuating environment on the carrying capacity of a population is taken into account as dichotomous noise. The study is a follow-up of our investigation of symbiotic ecosystems subjected to three-level (trichotomous) noise [Phys. Rev. E 65, 051108 (2002)]]. Relying on the mean-field theory, an exact self-consistency equation for stationary states is derived. In some cases the mean field exhibits hysteresis as a function of noise parameters. It is established that random interactions with the environment can cause discontinuous transitions. The dependence of the critical coupling strengths on the noise parameters is found and illustrated by phase diagrams. Predictions from the mean-field theory are compared with the results of numerical simulations. Our results provide a possible scenario for catastrophic shifts of population sizes observed in nature.
利用广义Verhulst自调节,通过Lotka-Volterra随机模型研究了共生生态系统。将波动环境对种群承载能力的影响作为二分噪声考虑在内。该研究是我们对受三级(三分)噪声影响的共生生态系统研究的后续工作[《物理评论E》65, 051108 (2002)]。依靠平均场理论,推导了稳态的精确自洽方程。在某些情况下,平均场作为噪声参数的函数表现出滞后现象。已确定与环境的随机相互作用会导致不连续转变。通过相图找到了临界耦合强度对噪声参数的依赖性并进行了说明。将平均场理论的预测结果与数值模拟结果进行了比较。我们的结果为自然界中观察到的种群数量的灾难性变化提供了一种可能的情况。