skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Contrasting Scale Dependence of Entrainment-Mixing Mechanisms in Stratocumulus Clouds

Journal Article · · Geophysical Research Letters
DOI:https://doi.org/10.1029/2020GL086970· OSTI ID:1638032

The apparent turbulent entrainment-mixing mechanism between clouds and surrounding air is scale-dependent; however, such scale dependence has been rarely studied, hindering development of scale-aware entrainment-mixing parameterizations. Here we extend our previous study on cumulus clouds to investigate scale dependence of entrainment-mixing processes in stratocumulus clouds during ACE-ENA and RACORO. In contrast to previous studies, two opposite scale dependencies are found: entrainment-mixing can become more homogeneous or more inhomogeneous with increasing averaging scales, which is quantified by the difference between homogeneous mixing degree at the 100 m and 10 m resolutions. A new heuristic model and two new quantities are introduced. The observations and model show that microphysical properties near and far away from droplet-free air and relative humidity of entrained air determine both the sign and strength of scale dependence, while droplet-free air fraction only affects the strength. The results shed new light on developing scale-aware parameterizations of entrainment-mixing mechanisms.

Research Organization:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1638032
Report Number(s):
PNNL-SA-153067
Journal Information:
Geophysical Research Letters, Vol. 47, Issue 9
Country of Publication:
United States
Language:
English

References (38)

The impact of humidity above stratiform clouds on indirect aerosol climate forcing journal December 2004
Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models journal January 2005
Observational Study of the Entrainment-Mixing Process in Warm Convective Clouds journal June 2007
Interpretation of Cloud-Climate Feedback as Produced by 14 Atmospheric General Circulation Models journal August 1989
Entrainment-Mixing and Radiative Transfer Simulation in Boundary Layer Clouds journal July 2007
The Role of Entrainment in the Diurnal Cycle of Continental Convection journal May 2010
Robust relations between CCN and the vertical evolution of cloud drop size distribution in deep convective clouds journal January 2008
Resolving both entrainment-mixing and number of activated CCN in deep convective clouds journal January 2011
Entrainment, Mixing, and Microphysics in Trade-Wind Cumulus journal January 2008
Indirect Impact of Atmospheric Aerosols in Idealized Simulations of Convective–Radiative Quasi Equilibrium journal September 2006
Small scale mixing processes at the top of a marine stratocumulus—a case study
  • Haman, Krzysztof E.; Malinowski, Szymon P.; Kurowski, Marcin J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 133, Issue 622 https://doi.org/10.1002/qj.5
journal January 2007
The Influence of Entrainment and Mixing Assumption on Aerosol–Cloud Interactions in Marine Stratocumulus journal May 2009
Entrainment and Mixing in Stratocumulus: Effects of a New Explicit Subgrid-Scale Scheme for Large-Eddy Simulations with Particle-Based Microphysics journal July 2019
Turbulent Mixing, Spectral Evolution and Dynamics in a Warm Cumulus Cloud journal January 1985
Evaluation of Cumulus and Microphysics Parameterizations in WRF across the Convective Gray Zone journal August 2019
The role of adiabaticity in the aerosol first indirect effect: THE ROLE OF ADIABATICITY journal March 2008
Scale Dependence of Cloud Microphysical Response to Turbulent Entrainment and Mixing journal November 2018
Cloud microphysical effects of turbulent mixing and entrainment journal June 2012
Broadening of droplet size distributions from entrainment and mixing in a cumulus cloud
  • Lasher-Trapp, Sonia G.; Cooper, William A.; Blyth, Alan M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 605 https://doi.org/10.1256/qj.03.199
journal January 2005
Homogeneous and Inhomogeneous Mixing in Cumulus Clouds: Dependence on Local Turbulence Structure journal December 2009
Examination of turbulent entrainment-mixing mechanisms using a combined approach journal January 2011
Scale dependence of entrainment-mixing mechanisms in cumulus clouds: Scale dependence of mixing mechanisms journal December 2014
A new approach for estimating entrainment rate in cumulus clouds: A NEW APPROACH FOR ENTRAINMENT RATE journal February 2012
Empirical relationship between entrainment rate and microphysics in cumulus clouds: ENTRAINMENT RATE AND MICROPHYSICS journal May 2013
Modeling Supersaturation and Subgrid-Scale Mixing with Two-Moment Bulk Warm Microphysics journal March 2008
Microphysical properties of stratocumulus clouds journal September 2000
Droplet Activation and Mixing in Large-Eddy Simulation of a Shallow Cumulus Field journal February 2012
Convective Entrainment Rates Estimated From Aura CO and CloudSat/CALIPSO Observations and Comparison With GEOS‐5 journal September 2019
Cloud Feedbacks in the Climate System: A Critical Review journal January 2005
Linear eddy modeling of droplet spectral evolution during entrainment and mixing in cumulus clouds journal June 1998
Racoro Extended-Term Aircraft Observations of Boundary Layer Clouds journal June 2012
Scale‐aware parameterization of liquid cloud inhomogeneity and its impact on simulated climate in CESM journal August 2015
Large-Eddy Simulations of Trade Wind Cumuli: Investigation of Aerosol Indirect Effects journal June 2006
Conditions for super-adiabatic droplet growth after entrainment mixing journal January 2016
Toward understanding the process-level impacts of aerosols on microphysical properties of shallow cumulus cloud using aircraft observations journal June 2019
A study on the entrainment and mixing process in the continental stratocumulus clouds measured during the RACORO campaign journal September 2017
Assessing the Resolution Adaptability of the Zhang-McFarlane Cumulus Parameterization With Spatial and Temporal Averaging: RESOLUTION ADAPTABILITY OF ZM SCHEME journal November 2017
Satellite Inference of Thermals and Cloud-Base Updraft Speeds Based on Retrieved Surface and Cloud-Base Temperatures journal June 2015

Similar Records

Contrasting Scale Dependence of Entrainment-Mixing Mechanisms in Stratocumulus Clouds
Journal Article · Fri Apr 17 00:00:00 EDT 2020 · Geophysical Research Letters · OSTI ID:1638032

Influences of an entrainment–mixing parameterization on numerical simulations of cumulus and stratocumulus clouds
Journal Article · Mon Apr 25 00:00:00 EDT 2022 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1638032

Scale dependence of entrainment-mixing mechanisms in cumulus clouds
Journal Article · Wed Dec 17 00:00:00 EST 2014 · Journal of Geophysical Research: Atmospheres (Online) · OSTI ID:1638032

Related Subjects