Chandrakar K K, Cantrell W, Shaw R A
Atmospheric Sciences Program, and Department of Physics, Michigan Technological University, Houghton, Michigan.
J Atmos Sci. 2018 Sep;75(9):3191-3209. doi: 10.1175/JAS-D-18-0006.1. Epub 2018 Aug 24.
Cloud droplet relative dispersion, defined as the standard deviation over the mean cloud droplet size, is of central importance in determining and understanding aerosol indirect effects. In recent work, it was found that cloud droplet size distributions become broader as a result of supersaturation variability and that the sensitivity of this effect is inversely related to cloud droplet number density. The subject is investigated in further detail using an extensive dataset from a laboratory cloud chamber capable of producing steady-state turbulence. An extended stochastic theory is found to successfully describe properties of the droplet size distribution, including an analytical expression for the relative dispersion. The latter is found to depend on the cloud droplet removal time, which in turn increases with the cloud droplet number density. The results show that relative dispersion decreases monotonically with increasing droplet number density, consistent with some recent atmospheric observations. Experiments spanning fast to slow microphysics regimes are reported. The observed dispersion is used to estimate time scales for autoconversion, demonstrating the important role of the turbulence-induced broadening effect on precipitation development. An initial effort is made to extend the stochastic theory to an atmospheric context with a steady updraft, for which autoconversion time is the controlling factor for droplet lifetime. As in the cloud chamber, relative dispersion is found to increase with decreasing cloud droplet number density.
云滴相对离散度定义为云滴大小均值的标准差,在确定和理解气溶胶间接效应方面至关重要。在最近的研究中,发现由于过饱和度的变化,云滴大小分布会变宽,且这种效应的敏感性与云滴数密度成反比。利用来自能够产生稳态湍流的实验室云室的大量数据集,对该主题进行了更详细的研究。发现一种扩展的随机理论能够成功描述液滴大小分布的特性,包括相对离散度的解析表达式。发现后者取决于云滴去除时间,而云滴去除时间又随云滴数密度增加而增加。结果表明,相对离散度随液滴数密度的增加而单调减小,这与最近的一些大气观测结果一致。报告了涵盖从快速到缓慢微物理过程的实验。利用观测到的离散度来估计自动转化的时间尺度,证明了湍流诱导的展宽效应在降水发展中的重要作用。初步尝试将随机理论扩展到有稳定上升气流的大气环境中,在这种环境下,自动转化时间是液滴寿命的控制因素。与在云室中一样,发现相对离散度随云滴数密度的减小而增加。