Stockmarr Anders
Plant Research Department, 399 Frederiksborgvej, PO Box 49, DK-4000 Roskilde, Denmark.
J Math Biol. 2002 Nov;45(5):461-9. doi: 10.1007/s002850200157.
Populations of particles dispersed in the 2-dimensional plane from a single point-source may be grouped as focus expansion patterns, with an exponentially decreasing density, and more diffuse patterns with thicker tails. Exponentially decreasing distributions are often modelled as the result of 2-dimensional diffusion processes acting to disperse the particles, while thick-tailed distributions tend to be modelled by purely descriptive distributions. Models based on the Cauchy distribution have been suggested, but these have not been related to diffusion modelling. However, the distribution of particles dispersed from a point source by a 3-dimensional Brownian motion that incorporates a constant drift, under the condition that the particle starts at a given height and is stopped when it reaches the xy plane (zero height) may be shown to result in both slim-tailed exponentially decreasing densities, and thick-tailed polynomially decreasing densities with infinite mean travel distance from the source, depending on parameter values. The drift in the third coordinate represents gravitation, while the drift in the first and second represents a (constant) wind. Conditions for the density having exponentially decreasing tails is derived in terms of gravitation and wind, with a special emphasis on applications to light-weighted particles such as fungal spores.
从单个点源在二维平面中分散的粒子群可分为焦点扩展模式,其密度呈指数递减,以及具有较粗尾部的更扩散模式。指数递减分布通常被建模为二维扩散过程作用于分散粒子的结果,而厚尾分布往往由纯描述性分布建模。已经提出了基于柯西分布的模型,但这些模型与扩散建模无关。然而,在粒子从给定高度开始并在到达xy平面(零高度)时停止的条件下,由包含恒定漂移的三维布朗运动从点源分散的粒子分布,根据参数值,可能会导致细尾指数递减密度和厚尾多项式递减密度,且从源的平均传播距离无限。第三个坐标中的漂移代表重力,而第一和第二个坐标中的漂移代表(恒定)风。根据重力和风推导了密度具有指数递减尾部的条件,特别强调了对诸如真菌孢子等轻质粒子的应用。