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具有迁移和相关噪声的空间几何布朗种群模型中的随机增长与灭绝

Stochastic growth and extinction in a spatial geometric Brownian population model with migration and correlated noise.

作者信息

Engen Steinar

机构信息

Department of Mathematical Sciences, Norwegian University of Science and Technology, N-7491 Trondheim, Norway.

出版信息

Math Biosci. 2007 Sep;209(1):240-55. doi: 10.1016/j.mbs.2006.08.011. Epub 2006 Aug 24.

Abstract

A continuous spatial model for populations that are not density-regulated is analyzed. The model is a generalization of the geometric Brownian motion often used to describe populations at a single location. The locations are linked by migration and spatial correlation in the noise. At any point of time, the population size at a given location is log normally distributed so the log population size constitutes a Gaussian field. The model is homogeneous in space but not in time. In particular, we analyze the case when the stochastic growth rate is negative and the total population approaches extinction. The properties of the extinction process is studied by considering local quasi-extinctions. A major conclusion is that migration tends to increase the time to extinction provided that there is no cost of migration. However, as the area occupied by the species starts to decrease, the decrease is faster for populations with larger migration.

摘要

分析了一个适用于非密度调节种群的连续空间模型。该模型是常用于描述单个位置种群的几何布朗运动的推广。这些位置通过迁移以及噪声中的空间相关性相互联系。在任何时刻,给定位置的种群大小呈对数正态分布,因此对数种群大小构成一个高斯场。该模型在空间上是均匀的,但在时间上不是。特别地,我们分析了随机增长率为负且总种群趋近灭绝的情况。通过考虑局部准灭绝来研究灭绝过程的性质。一个主要结论是,只要没有迁移成本,迁移往往会增加灭绝时间。然而,随着物种所占据的区域开始减小,迁移量较大的种群减小得更快。

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