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Title: Estimates of entrainment in closed cellular marine stratocumulus clouds from the MAGIC field campaign

Journal Article · · Quarterly Journal of the Royal Meteorological Society
DOI:https://doi.org/10.1002/qj.3514· OSTI ID:1503731
ORCiD logo [1];  [2];  [1];  [3];  [4];  [5];  [5]
  1. Environmental Science Division, Argonne National Laboratory Lemont Illinois
  2. Department of Geography and atmospheric science, University of Kansas Lawrence Kansas
  3. University of Wisconsin Madison Wisconsin
  4. Brookhaven National Laboratory Upton New York
  5. NASA Langley Research Center Hampton Virginia, USA

Entrainment of warm, dry air from above the boundary layer into the cloud layer has a significant impact on stratocumulus clouds in the marine boundary layer. During the MAGIC field campaign, the Atmospheric Radiation Measurement (ARM) mobile facility was deployed aboard a container ship that made regular transects between Los Angeles, California and Honolulu, Hawaii. Observations made during MAGIC transects were collocated with observations from the Geostationary Operational Environmental Satellite (GOES-15) and European Centre for Medium-range Weather Forecasting (ECMWF) reanalysis model. From these data, hourly estimates of entrainment velocities in closed cellular stratocumulus cloud conditions were calculated from the mixed-layer mass budget equation, modified to accommodate observations sampled from a moving platform. The technique is demonstrated using observations collected during Leg 15A (46 h) and then extended to 178 h of data. The average entrainment velocity was 7.83 ± 5.23 mm/s, and the average large-scale vertical air motion at cloud top (obtained from reanalysis) was -2.56 ± 3.31 mm/s. The vertical air motion at cloud top was positive (upward) during 36 h (~20%) with a mean of 2.68 mm/s. Entrainment velocity is highly variable and on average the MAGIC observations show no dependence of entrainment velocity on longitude or any pronounced diurnal cycle. When binned by inversion strength, the mean entrainment velocity and mean large-scale vertical air motion mirrored each other, with both exhibiting substantial variability. Collectively, our results suggest a mean entrainment-velocity behaviour associated with the background state, with large changes in entrainment velocity forced by strong variability in internal boundary-layer properties like turbulence, radiation, and inversion strength. This cautions against using climatological mean estimates of entrainment velocities or neglecting instances with upward large-scale vertical air motion.

Research Organization:
Brookhaven National Laboratory (BNL), Upton, NY (United States); Argonne National Laboratory (ANL), Argonne, IL (United States); Univ. of Kansas, Lawrence, KS (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF)
Grant/Contract Number:
SC0012704; AC02-06CH11357; SC0006736; SC0016522; AGS-1445831
OSTI ID:
1503731
Alternate ID(s):
OSTI ID: 1503733; OSTI ID: 1504387
Report Number(s):
BNL-211484-2019-JAAM
Journal Information:
Quarterly Journal of the Royal Meteorological Society, Journal Name: Quarterly Journal of the Royal Meteorological Society; ISSN 0035-9009
Publisher:
Royal Meteorological SocietyCopyright Statement
Country of Publication:
United Kingdom
Language:
English
Citation Metrics:
Cited by: 2 works
Citation information provided by
Web of Science

References (54)

The Competing Effects of Stability and Humidity on Subtropical Stratocumulus Entrainment and Cloud Evolution from a Lagrangian Perspective journal August 2018
Large Eddy Simulation of the Diurnal Cycle in Southeast Pacific Stratocumulus journal February 2009
Planning the Next Decade of Coordinated Research to Better Understand and Simulate Marine Low Clouds journal September 2016
Surface Pressure Tide Climatologies Deduced from a Quality-Controlled Network of Barometric Observations* journal December 2014
Observational Evidence That Enhanced Subsidence Reduces Subtropical Marine Boundary Layer Cloudiness journal October 2013
Measuring Area-Averaged Vertical Motions with Dropsondes journal March 2019
Radiative cooling near the top of a cloudy mixed layer journal October 1984
Observational Boundary Layer Energy and Water Budgets of the Stratocumulus-to-Cumulus Transition journal December 2014
Scatterometer-Based Assessment of 10-m Wind Analyses from the Operational ECMWF and NCEP Numerical Weather Prediction Models journal February 2005
The ARM Mobile Facilities journal April 2016
Mixed-Layer Budget Analysis of the Diurnal Cycle of Entrainment in Southeast Pacific Stratocumulus journal October 2005
Representation of Clouds in Large-Scale Models journal November 1993
Cloud droplet sedimentation, entrainment efficiency, and subtropical stratocumulus albedo journal January 2007
Moisture Transport, Lower-Tropospheric Stability, and Decoupling of Cloud-Topped Boundary Layers journal January 1997
The impact of humidity above stratiform clouds on indirect aerosol climate forcing journal December 2004
Objective Determination of Cloud Heights and Radar Reflectivities Using a Combination of Active Remote Sensors at the ARM CART Sites journal May 2000
The Time Scales of Variability of Marine Low Clouds journal September 2016
The evaporatively driven cloud-top mixing layer journal July 2010
Thermodynamic and Radiative Structure of Stratocumulus-Topped Boundary Layers* journal January 2015
Near-real time cloud retrievals from operational and research meteorological satellites conference October 2008
Exploring Stratocumulus Cloud-Top Entrainment Processes and Parameterizations by Using Doppler Cloud Radar Observations journal February 2016
Stratocumulus Cloud-Top Height Estimates and Their Climatic Implications journal September 2009
Southeast Pacific Stratocumulus in the Community Atmosphere Model journal September 2012
Cloud-Top Entrainment in Stratocumulus Clouds journal January 2017
Regional Apparent Boundary Layer Lapse Rates Determined from CALIPSO and MODIS Data for Cloud-Height Determination journal April 2014
Entrainment rate diurnal cycle in marine stratiform clouds estimated from geostationary satellite retrievals and a meteorological forecast model: Entrainment Rate in Stratiform Clouds journal July 2017
Boundary Layer and Cloud Structure Controls on Tropical Low Cloud Cover Using A-Train Satellite Data and ECMWF Analyses journal January 2011
A New Boundary Layer Mixing Scheme. Part I: Scheme Description and Single-Column Model Tests journal September 2000
Cloud Top Entrainment Instability journal January 1980
Entrainment in stratocumulus-topped mixed layers journal October 2002
Clouds, Precipitation, and Marine Boundary Layer Structure during the MAGIC Field Campaign journal March 2015
Entrainment rates and microphysics in POST stratocumulus: ENTRAINMENT RATES IN STRATOCUMULUS journal November 2013
Rediscovery of the doldrums in storm-resolving simulations over the tropical Atlantic journal November 2017
The Seasonal Cycle of Low Stratiform Clouds journal August 1993
An observational study of the structure of stratiform cloud sheets: Part II. Entrainment journal April 1986
Use of Cloud Radar Doppler Spectra to Evaluate Stratocumulus Drizzle Size Distributions in Large-Eddy Simulations with Size-Resolved Microphysics journal December 2017
A simple model of the atmospheric boundary layer; sensitivity to surface evaporation journal October 1986
Holes and Entrainment in Stratocumulus journal February 2005
Stratocumulus Clouds journal August 2012
Evaluation of Large-Eddy Simulations via Observations of Nocturnal Marine Stratocumulus journal June 2005
Observations of Entrainment in Eastern Pacific Marine Stratocumulus Using Three Conserved Scalars journal September 2005
Buoyancy reversal and cloud-top entrainment instability journal April 1990
Dynamics and Chemistry of Marine Stratocumulus—DYCOMS-II journal May 2003
Boundary Layer Depth, Entrainment, and Decoupling in the Cloud-Capped Subtropical and Tropical Marine Boundary Layer journal September 2004
The Computation of Equivalent Potential Temperature journal July 1980
The Arm Climate Research Facility: A Review of Structure and Capabilities journal March 2013
Conditional Instability of the First Kind Upside-Down journal January 1980
On the Factors Modulating the Stratocumulus to Cumulus Transitions journal September 2011
Radiative Effects of Cloud-Type Variations journal January 2000
Turbulence and Radiation in Stratocumulus-Topped Marine Boundary Layers: A Case Study from VOCALS-REx journal January 2014
Diurnal and Scan Angle Variations in the Calibration of GOES Imager Infrared Channels journal January 2013
The Effect of Cloud Type on Earth's Energy Balance: Global Analysis journal November 1992
Skill of ship‐following large‐eddy simulations in reproducing MAGIC observations across the northeast P acific stratocumulus to cumulus transition region journal April 2017
Entrainment Rate, Cloud Fraction, and Liquid Water Path of PBL Stratocumulus Clouds journal November 2000