The Effect of Turbulence, Gravity, and Noncontinuum Hydrodynamic Interactions on the Drop Size Distribution in Clouds

Johnson Dhanasekaran, Donald L. Koch

Research output: Contribution to journalArticlepeer-review

Abstract

The evolution of micrometer-sized droplets in clouds is studied with focus on the “size-gap” regime of 15–40-mm radii, where condensation and differential sedimentation are least effective in promoting growth. This bottleneck leads to inaccurate growth models, and turbulence can potentially rectify disagreement with in situ cloud measurements. The role of turbulent collisions, mixing of droplets, and water vapor fluctuations in crossing the size gap has been analyzed in detail. Collisions driven by the coupled effects of turbulent shear and differential sedimentation are shown to grow driz-zle sized droplets. Growth is also promoted by turbulence-induced water vapor fluctuations, which maintain polydispersity during the initial-condensation-driven growth and facilitate subsequent growth by differential-sedimentation-driven coales-cence. The collision rate of droplets is strongly influenced by noncontinuum hydrodynamics, and so the size evolution be-yond the condensation regime is found to be very sensitive to the mean-free path of air. Turbulence-induced inertial clustering leads to a moderate enhancement in the growth rate, but the intermittency of the turbulent shear rate does not change the coalescence rate significantly. The coupled influence of all these phenomena is evaluated by evolving a large number of droplets within an adiabatically rising parcel of air using a Monte Carlo scheme that captures turbulent intermit-tency and mixing.

Original languageEnglish
Pages (from-to)1647-1659
Number of pages13
JournalJournal of the Atmospheric Sciences
Volume82
Issue number8
DOIs
StatePublished - Aug 2025

Funding

This work was supported by NSF Grants 1435953 and 2206851. The authors thank Raymond Shaw for useful discussions.

Keywords

  • Aerosol-cloud interaction
  • Cloud droplets
  • Clouds
  • Collisions
  • Drop size distribution
  • Turbulence

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