Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Giant Cloud Condensation Nuclei Facilitate Drizzle Formation in Stratocumulus—Insights From a Combined Observation‐Modeling Framework

Journal Article · · Journal of Geophysical Research. Atmospheres
DOI:https://doi.org/10.1029/2025jd044736· OSTI ID:3008079
The mechanism for initiating drizzle drop remains a gap in the current understanding of warm rain formation. One prevalent hypothesis suggests that the presence of Giant Cloud Condensation Nuclei (GCCN) generates drizzle‐sized drops necessary to trigger the Collision‐Coalescence (C‐C) process. Here, in this study, this hypothesis is investigated using a novel framework that integrates in situ observations, remote sensing measurements, and idealized models. Results show that GCCN can efficiently generate drizzle drops through condensation, producing a broad Droplet Size Distribution (DSD) comparable to in situ observations. The large drizzle drop and broad DSD strongly facilitate C‐C, further accelerating drizzle initiation. To compare with observation, the model‐generated DSDs are used to generate radar Doppler spectra where radar reflectivity and Doppler skewness is estimated. The simulated radar quantities correspond well with radar observations, providing critical evidence for the GCCN‐induced drizzle initiation mechanism.
Research Organization:
Brookhaven National Laboratory (BNL), Upton, NY (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
SC0012704
OSTI ID:
3008079
Alternate ID(s):
OSTI ID: 3006811
Report Number(s):
BNL--229186-2025-JAAM
Journal Information:
Journal of Geophysical Research. Atmospheres, Journal Name: Journal of Geophysical Research. Atmospheres Journal Issue: 22 Vol. 130; ISSN 2169-8996; ISSN 2169-897X
Publisher:
American Geophysical Union; WileyCopyright Statement
Country of Publication:
United States
Language:
English

References (34)

Effects of entrainment and mixing on droplet size distributions in warm cumulus clouds journal April 2014
On the unified estimation of turbulence eddy dissipation rate using Doppler cloud radars and lidars: Radar and Lidar Turbulence Estimation journal May 2016
Microphysical implications of cloud-precipitation covariance derived from satellite remote sensing: CLOUD-PRECIPITATION COVARIANCE journal June 2013
Physics and Chemistry of Clouds book January 2011
Chemistry and Related Properties of Freshly Emitted Sea Spray Aerosol journal February 2015
Studies of concentrated electrolyte solutions using the electrodynamic balance. 2. Water activities for mixed-electrolyte solutions journal August 1987
A modeling study of the effect of nitric acid on cloud properties journal January 2004
Threshold radar reflectivity for drizzling clouds journal January 2008
Cloud radar Doppler spectra in drizzling stratiform clouds: 1. Forward modeling and remote sensing applications journal January 2011
Cloud radar Doppler spectra in drizzling stratiform clouds: 2. Observations and microphysical modeling of drizzle evolution journal January 2011
Scaling of Drizzle Virga Depth With Cloud Thickness for Marine Stratocumulus Clouds journal April 2018
Scaling of an Atmospheric Model to Simulate Turbulence and Cloud Microphysics in the Pi Chamber journal July 2019
Confronting the Challenge of Modeling Cloud and Precipitation Microphysics journal July 2020
Observational Constraints on Warm Cloud Microphysical Processes Using Machine Learning and Optimization Techniques journal January 2021
Large‐Eddy Simulations of a Convection Cloud Chamber: Sensitivity to Bin Microphysics and Advection journal May 2022
Observational Investigation of the Effect of Turbulence on Microphysics and Precipitation in Warm Marine Boundary Layer Clouds journal May 2023
Designing a Convection‐Cloud Chamber for Collision‐Coalescence Using Large‐Eddy Simulation With Bin Microphysics journal January 2024
Water activities, densities, and refractive indices of aqueous sulfates and sodium nitrate droplets of atmospheric importance journal January 1994
Thermodynamic and optical properties of sea salt aerosols journal October 1997
Sea Salt Aerosol Production: Mechanisms, Methods, Measurements and Models—A Critical Review book January 2004
Are turbulence effects on droplet collision–coalescence a key to understanding observed rain formation in clouds? journal June 2024
Continuous Growth of Droplet Size Variance due to Condensation in Turbulent Clouds journal October 2015
Locally narrow droplet size distributions are ubiquitous in stratocumulus clouds journal May 2024
VODE: A Variable-Coefficient ODE Solver
  • Brown, Peter N.; Byrne, George D.; Hindmarsh, Alan C.
  • SIAM Journal on Scientific and Statistical Computing, Vol. 10, Issue 5 https://doi.org/10.1137/0910062
journal September 1989
P ARTICLE -T URBULENCE I NTERACTIONS IN A TMOSPHERIC C LOUDS journal January 2003
A Technique for the Automatic Detection of Insect Clutter in Cloud Radar Returns journal September 2008
Giant Sea-Salt Aerosols and Warm Rain Formation in Marine Stratocumulus journal December 2008
Development and Applications of ARM Millimeter-Wavelength Cloud Radars journal April 2016
Theoretical Formulation of Collision Rate and Collision Efficiency of Hydrodynamically Interacting Cloud Droplets in Turbulent Atmosphere journal July 2005
The Atmospheric Radiation Measurement Program Cloud Profiling Radars: Second-Generation Sampling Strategies, Processing, and Cloud Data Products journal July 2007
Stratocumulus Clouds journal August 2012
TSI Model 3936 Scanning Mobility Particle Spectrometer Instrument Handbook report February 2016
Computations of the Growth by Condensation of a Population of Cloud Droplets journal January 1959
Aerosol size distribution for parcel model input dataset January 2025

Similar Records

New insights on the prevalence of drizzle in marine stratocumulus clouds based on a machine learning algorithm applied to radar Doppler spectra
Journal Article · Wed Jun 08 20:00:00 EDT 2022 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1876669

Related Subjects