McGraw Robert, Liu Yangang
Environmental Sciences Department, Atmospheric Sciences Division, Brookhaven National Laboratory, Upton, New York 11973, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Sep;70(3 Pt 1):031606. doi: 10.1103/PhysRevE.70.031606. Epub 2004 Sep 27.
The kinetic potential of nucleation theory is extended to describe cloud droplet growth processes that can lead to drizzle formation. In this model drizzle formation is identified as a statistical barrier crossing phenomenon that transforms cloud droplets to much larger drizzle size with a rate dependent on turbulent diffusion, droplet collection efficiency, and properties of the underlying cloud droplet size distribution. Closed-form expressions for the kinetic potential, critical drop volume, barrier height, and both steady-state and transient barrier crossing drizzle rates are obtained in terms of measurable cloud properties. In an analogy with the theory of phase transformation, clouds are classified into two regimes: an activated metastable regime, in which there is a significant barrier and drizzle initiation resembles nucleation, and an unstable regime where kinetics dominates analogous to the spinodal regime of phase transformation. Observational evidence, including the threshold behavior of drizzle formation and the well-known effect that aerosols have on drizzle suppression, is shown to favor drizzle formation under activated conditions (more similar to nucleation than spinodal decomposition) and under transient conditions rather than steady state. These new applications of the kinetic potential theory should lead to more accurate parametrizations of aerosol-cloud interaction and improved algorithms for weather forecasting and climate prediction.
成核理论的动力学势被扩展以描述可能导致毛毛雨形成的云滴增长过程。在这个模型中,毛毛雨的形成被视为一种统计性的跨越障碍现象,它将云滴转变为大得多的毛毛雨尺寸,其速率取决于湍流扩散、液滴收集效率以及底层云滴大小分布的特性。根据可测量的云特性,得出了动力学势、临界液滴体积、障碍高度以及稳态和瞬态跨越障碍毛毛雨速率的闭式表达式。与相变理论类似,云被分为两种状态:一种是活化亚稳态,其中存在显著障碍且毛毛雨的起始类似于成核;另一种是不稳定状态,其中动力学起主导作用,类似于相变的旋节线状态。观测证据,包括毛毛雨形成的阈值行为以及气溶胶对毛毛雨抑制的众所周知的影响,表明在活化条件下(更类似于成核而非旋节线分解)和瞬态条件而非稳态下有利于毛毛雨的形成。动力学势理论的这些新应用应能导致气溶胶 - 云相互作用的更精确参数化,并改进天气预报和气候预测算法。