Department of Mathematics, University of Leicester, University Road, Leicester LE1 7RH, UK.
Am Nat. 2013 Sep;182(3):393-409. doi: 10.1086/671162. Epub 2013 Jul 15.
Synchronization of population fluctuations at disjoint habitats has been observed in many studies, but its mechanisms often remain obscure. Synchronization may appear as a result of either interhabitat dispersal or regionally correlated environmental stochastic factors, the latter being known as the Moran effect. In this article, we consider the population dynamics of a common agricultural pest insect, Tipula paludosa, on a fragmented habitat by analyzing data derived from a multiannual survey of its abundance in 38 agricultural fields in southwestern Scotland. We use cross-correlation coefficients and show that there is a considerable synchronization between different populations across the whole area. The correlation strength exhibits an intermittent behavior, such that close populations can be virtually uncorrelated, but populations separated by distances up to approximately 150 km can have a cross-correlation coefficient close to one. To distinguish between the effects of stochasticity and dispersal, we then calculate a time-lagged cross-correlation coefficient and show that it possesses considerably different properties to the nonlagged one. In particular, the time-lagged correlation coefficient shows a clear directional dependence. The distribution of the time-lagged correlations with respect to the bearing between the populations has a striking similarity to the distribution of wind velocities, which we regard as evidence of long-distance wind-assisted dispersal.
在许多研究中都观察到了不相交栖息地之间种群波动的同步现象,但这种同步现象的机制通常仍不清楚。这种同步可能是由于栖息地之间的扩散或区域相关的环境随机因素造成的,后者被称为莫兰效应。在本文中,我们通过分析苏格兰西南部 38 个农业领域中该昆虫丰度的多年调查数据,来研究碎片化栖息地中一种常见农业害虫 - 沼泽大蚊(Tipula paludosa)的种群动态。我们使用交叉相关系数表明,在整个地区不同种群之间存在相当大的同步性。相关强度表现出间歇性的行为,即接近的种群可能几乎没有相关性,但相隔 150 公里左右的种群之间的交叉相关系数可以接近 1。为了区分随机因素和扩散的影响,我们计算了时滞交叉相关系数,并表明它具有与非时滞系数明显不同的性质。特别是,时滞相关系数表现出明显的方向依赖性。时滞相关系数相对于种群之间方位的分布与风速的分布非常相似,我们认为这是长距离风辅助扩散的证据。