Engen Steinar, Sæther Bernt-Erik
Department of Mathematical Sciences, Centre for Biodiversity Dynamics, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway.
Department of Biology, Centre for Biodiversity Dynamics, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway.
Math Biosci. 2016 Apr;274:17-24. doi: 10.1016/j.mbs.2016.01.012. Epub 2016 Feb 4.
We generalize a previous simple result by Lande et al. (1999) on how spatial autocorrelated noise, dispersal rate and distance as well as strength of density regulation determine the spatial scale of synchrony in population density. It is shown how demographic noise can be incorporated, what effect it has on variance and spatial scale of synchrony, and how it interacts with the point process for locations of individuals under random sampling. Although the effect of demographic noise is a rather complex interaction with environmental noise, migration and density regulation, its effect on population fluctuations and scale of synchrony can be presented in a transparent way. This is achieved by defining a characteristic area dependent on demographic and environmental variances as well as population density, and subsequently using this area to define a spatial demographic coefficient. The demographic noise acts through this coefficient on the spatial synchrony, which may increase or decrease with increasing demographic noise depending on other parameters. A second generalization yields the modeling of density regulation taking into account that regulation at a given location does not only depend on the density at that site but also on densities in the whole territory or home range of individuals. It is shown that such density regulation with a spatial scale reduces the scale of synchrony in population fluctuations relative to the simpler model with density regulation at each location determined only by the local point density, and may even generate negative spatial autocorrelations.
我们推广了兰德等人(1999年)之前的一个简单结果,该结果涉及空间自相关噪声、扩散率、距离以及密度调节强度如何决定种群密度同步性的空间尺度。文中展示了如何纳入人口统计学噪声,它对同步性的方差和空间尺度有何影响,以及在随机抽样下它如何与个体位置的点过程相互作用。尽管人口统计学噪声的影响是与环境噪声、迁移和密度调节的相当复杂的相互作用,但其对种群波动和同步性尺度的影响可以以一种清晰的方式呈现。这是通过定义一个依赖于人口统计学和环境方差以及种群密度的特征面积,随后用这个面积来定义一个空间人口统计学系数来实现的。人口统计学噪声通过这个系数作用于空间同步性,根据其他参数,空间同步性可能会随着人口统计学噪声的增加而增加或减少。第二个推广是对密度调节进行建模,考虑到在给定位置的调节不仅取决于该地点的密度,还取决于个体整个领地或活动范围的密度。结果表明,这种具有空间尺度的密度调节相对于每个位置的调节仅由局部点密度决定的更简单模型,会降低种群波动同步性的尺度,甚至可能产生负的空间自相关性。