Document Type
Article
Publication Date
4-2026
Department
Department of Physics
Abstract
Drizzle initiation through the collision and coalescence of cloud droplets plays a crucial role in warm cloud precipitation. Recent theoretical studies suggest that the influence of collisional growth on the droplet size distribution can be quantified by a non‐dimensional drizzle number (Dz). Here, large‐eddy simulations with Lagrangian microphysics are employed to evaluate the theory by simulating a tall convection‐cloud chamber under various conditions. Results show that the smaller the Dz, the larger the impact of collisions on the right tail of the droplet size distribution, consistent with the theory. The simulations confirm that the collision rate can be estimated from the droplet size distribution interacting only with cloud droplets of the same size at the mode radius. This suggests that the idealized theory can be a useful tool to design a cloud chamber for drizzle investigation, as well as to represent drizzle formation in models of real atmospheric clouds.
Publication Title
Geophysical Research Letters
Recommended Citation
Ren, Y.,
Chandrakar, K.,
Yang, F.,
&
Shaw, R.
(2026).
Evaluating the Collision-Coalescence Process in Idealized Cloud Convection Using Large-Eddy Simulations With Lagrangian Microphysics.
Geophysical Research Letters,
53(7).
http://doi.org/10.1029/2025GL118873
Retrieved from: https://digitalcommons.mtu.edu/michigantech-p2/2800
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.
Version
Publisher's PDF
Publisher's Statement
© 2026. The Author(s). Publisher’s version of record: https://doi.org/10.1029/2025GL118873