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Title: Wind speed response of marine non-precipitating stratocumulus clouds over a diurnal cycle in cloud-system resolving simulations

Abstract

Observed and projected trends in large-scale wind speed over the oceans prompt the question: how do marine stratocumulus clouds and their radiative properties respond to changes in large-scale wind speed? Wind speed drives the surface fluxes of sensible heat, moisture, and momentum and thereby acts on cloud liquid water path (LWP) and cloud radiative properties. We present an investigation of the dynamical response of non-precipitating, overcast marine stratocumulus clouds to different wind speeds over the course of a diurnal cycle, all else equal. In cloud-system resolving simulations, we find that higher wind speed leads to faster boundary layer growth and stronger entrainment. The dynamical driver is enhanced buoyant production of turbulence kinetic energy (TKE) from latent heat release in cloud updrafts. LWP is enhanced during the night and in the morning at higher wind speed, and more strongly suppressed later in the day. Wind speed hence accentuates the diurnal LWP cycle by expanding the morning–afternoon contrast. The higher LWP at higher wind speed does not, however, enhance cloud top cooling because in clouds with LWP ≳50 gm–2, longwave emissions are insensitive to LWP. This leads to the general conclusion that in sufficiently thick stratocumulus clouds, additional boundary layer growth and entrainment duemore » to a boundary layer moistening arises by stronger production of TKE from latent heat release in cloud updrafts, rather than from enhanced longwave cooling. Here, we find that large-scale wind modulates boundary layer decoupling. At nighttime and at low wind speed during daytime, it enhances decoupling in part by faster boundary layer growth and stronger entrainment and in part because shear from large-scale wind in the sub-cloud layer hinders vertical moisture transport between the surface and cloud base. With increasing wind speed, however, in decoupled daytime conditions, shear-driven circulation due to large-scale wind takes over from buoyancy-driven circulation in transporting moisture from the surface to cloud base and thereby reduces decoupling and helps maintain LWP. Furthermore, the total (shortwave + longwave) cloud radiative effect (CRE) responds to changes in LWP and cloud fraction, and higher wind speed translates to a stronger diurnally averaged total CRE. However, the sensitivity of the diurnally averaged total CRE to wind speed decreases with increasing wind speed.« less

Authors:
; ORCiD logo;
Publication Date:
Research Org.:
Univ. of Colorado, Boulder, CO (United States). Cooperative Inst. for Research in Environmental Sciences (CIRES)
Sponsoring Org.:
USDOE
OSTI Identifier:
1252820
Alternate Identifier(s):
OSTI ID: 1268108
Grant/Contract Number:  
SC0006972
Resource Type:
Published Article
Journal Name:
Atmospheric Chemistry and Physics (Online)
Additional Journal Information:
Journal Name: Atmospheric Chemistry and Physics (Online) Journal Volume: 16 Journal Issue: 9; Journal ID: ISSN 1680-7324
Publisher:
Copernicus Publications, EGU
Country of Publication:
Germany
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; to-cumulus transition; large-eddy simulation; mixed-layer model; climate-change; boundary-layer; numerical-simulation; wave height; feedback; convection; atlantic

Citation Formats

Kazil, Jan, Feingold, Graham, and Yamaguchi, Takanobu. Wind speed response of marine non-precipitating stratocumulus clouds over a diurnal cycle in cloud-system resolving simulations. Germany: N. p., 2016. Web. doi:10.5194/acp-16-5811-2016.
Kazil, Jan, Feingold, Graham, & Yamaguchi, Takanobu. Wind speed response of marine non-precipitating stratocumulus clouds over a diurnal cycle in cloud-system resolving simulations. Germany. https://doi.org/10.5194/acp-16-5811-2016
Kazil, Jan, Feingold, Graham, and Yamaguchi, Takanobu. Thu . "Wind speed response of marine non-precipitating stratocumulus clouds over a diurnal cycle in cloud-system resolving simulations". Germany. https://doi.org/10.5194/acp-16-5811-2016.
@article{osti_1252820,
title = {Wind speed response of marine non-precipitating stratocumulus clouds over a diurnal cycle in cloud-system resolving simulations},
author = {Kazil, Jan and Feingold, Graham and Yamaguchi, Takanobu},
abstractNote = {Observed and projected trends in large-scale wind speed over the oceans prompt the question: how do marine stratocumulus clouds and their radiative properties respond to changes in large-scale wind speed? Wind speed drives the surface fluxes of sensible heat, moisture, and momentum and thereby acts on cloud liquid water path (LWP) and cloud radiative properties. We present an investigation of the dynamical response of non-precipitating, overcast marine stratocumulus clouds to different wind speeds over the course of a diurnal cycle, all else equal. In cloud-system resolving simulations, we find that higher wind speed leads to faster boundary layer growth and stronger entrainment. The dynamical driver is enhanced buoyant production of turbulence kinetic energy (TKE) from latent heat release in cloud updrafts. LWP is enhanced during the night and in the morning at higher wind speed, and more strongly suppressed later in the day. Wind speed hence accentuates the diurnal LWP cycle by expanding the morning–afternoon contrast. The higher LWP at higher wind speed does not, however, enhance cloud top cooling because in clouds with LWP ≳50 gm–2, longwave emissions are insensitive to LWP. This leads to the general conclusion that in sufficiently thick stratocumulus clouds, additional boundary layer growth and entrainment due to a boundary layer moistening arises by stronger production of TKE from latent heat release in cloud updrafts, rather than from enhanced longwave cooling. Here, we find that large-scale wind modulates boundary layer decoupling. At nighttime and at low wind speed during daytime, it enhances decoupling in part by faster boundary layer growth and stronger entrainment and in part because shear from large-scale wind in the sub-cloud layer hinders vertical moisture transport between the surface and cloud base. With increasing wind speed, however, in decoupled daytime conditions, shear-driven circulation due to large-scale wind takes over from buoyancy-driven circulation in transporting moisture from the surface to cloud base and thereby reduces decoupling and helps maintain LWP. Furthermore, the total (shortwave + longwave) cloud radiative effect (CRE) responds to changes in LWP and cloud fraction, and higher wind speed translates to a stronger diurnally averaged total CRE. However, the sensitivity of the diurnally averaged total CRE to wind speed decreases with increasing wind speed.},
doi = {10.5194/acp-16-5811-2016},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 9,
volume = 16,
place = {Germany},
year = {Thu May 12 00:00:00 EDT 2016},
month = {Thu May 12 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
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https://doi.org/10.5194/acp-16-5811-2016

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Cited by: 13 works
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Works referenced in this record:

Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models
journal, January 2005


The vertical distribution of cloud feedback in coupled ocean-atmosphere models: VERTICAL DISTRIBUTION OF CLOUD FEEDBACK
journal, June 2011

  • Soden, Brian J.; Vecchi, Gabriel A.
  • Geophysical Research Letters, Vol. 38, Issue 12
  • DOI: 10.1029/2011GL047632

On the contribution of local feedback mechanisms to the range of climate sensitivity in two GCM ensembles
journal, February 2006


Effect of intense wind shear across the inversion on stratocumulus clouds
journal, January 2008

  • Wang, Shouping; Golaz, Jean-Christophe; Wang, Qing
  • Geophysical Research Letters, Vol. 35, Issue 15
  • DOI: 10.1029/2008GL033865

Projected changes in wave climate from a multi-model ensemble
journal, January 2013

  • Hemer, Mark A.; Fan, Yalin; Mori, Nobuhito
  • Nature Climate Change, Vol. 3, Issue 5
  • DOI: 10.1038/nclimate1791

Global Climate Model projected changes in 10 m wind speed and direction due to anthropogenic climate change
journal, May 2011

  • McInnes, Kathleen L.; Erwin, Timothy A.; Bathols, Janice M.
  • Atmospheric Science Letters, Vol. 12, Issue 4
  • DOI: 10.1002/asl.341

On the potential of assimilating meteorological analyses in a global climate model for the purpose of model validation
journal, July 1996

  • Jeuken, A. B. M.; Siegmund, P. C.; Heijboer, L. C.
  • Journal of Geophysical Research: Atmospheres, Vol. 101, Issue D12
  • DOI: 10.1029/96JD01218

Observational and Model Evidence for Positive Low-Level Cloud Feedback
journal, July 2009


An Analysis of the Short-Term Cloud Feedback Using MODIS Data
journal, July 2013


Fast stratocumulus time scale in mixed layer model and large eddy simulation: FAST STRATOCUMULUS TIMESCALE
journal, March 2014

  • Jones, C. R.; Bretherton, C. S.; Blossey, P. N.
  • Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 1
  • DOI: 10.1002/2013MS000289

A comparison of low-latitude cloud properties and their response to climate change in three AGCMs sorted into regimes using mid-tropospheric vertical velocity
journal, May 2006

  • Wyant, Matthew C.; Bretherton, Christopher S.; Bacmeister, Julio T.
  • Climate Dynamics, Vol. 27, Issue 2-3
  • DOI: 10.1007/s00382-006-0138-4

Fully coupled “online” chemistry within the WRF model
journal, December 2005


Cloud Feedbacks in the Climate System: A Critical Review
journal, January 2005


Influence of low-level wind speed on droplet spectra near cloud base in trade wind cumulus
journal, January 2006

  • Colón-Robles, Marilé; Rauber, Robert M.; Jensen, Jørgen B.
  • Geophysical Research Letters, Vol. 33, Issue 20
  • DOI: 10.1029/2006GL027487

On the interaction between marine boundary layer cellular cloudiness and surface heat fluxes
journal, January 2014

  • Kazil, J.; Feingold, G.; Wang, H.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 1
  • DOI: 10.5194/acp-14-61-2014

Stratocumulus Clouds
journal, August 2012


Evaluation of Large-Eddy Simulations via Observations of Nocturnal Marine Stratocumulus
journal, June 2005

  • Stevens, Bjorn; Moeng, Chin-Hoh; Ackerman, Andrew S.
  • Monthly Weather Review, Vol. 133, Issue 6
  • DOI: 10.1175/MWR2930.1

Marine low cloud sensitivity to an idealized climate change: The CGILS LES intercomparison: CGILS LES Intercomparison
journal, May 2013

  • Blossey, Peter N.; Bretherton, Christopher S.; Zhang, Minghua
  • Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 2
  • DOI: 10.1002/jame.20025

Detection and Attribution of Climate Change Signal in Ocean Wind Waves
journal, February 2015


An LES model study of the influence of the free tropospheric thermodynamic conditions on the stratocumulus response to a climate perturbation: Influence of free troposphere on SCu
journal, May 2015

  • van der Dussen, J. J.; de Roode, S. R.; Dal Gesso, S.
  • Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 2
  • DOI: 10.1002/2014MS000380

GCM intercomparison of global cloud regimes: present-day evaluation and climate change response
journal, March 2007


On the net radiative effectiveness of clouds
journal, January 1991

  • Hartmann, Dennis L.; Doelling, David
  • Journal of Geophysical Research, Vol. 96, Issue D1
  • DOI: 10.1029/90JD02065

Recent climatic trends in the tropical Atlantic
journal, May 2014


THE WCRP CMIP3 Multimodel Dataset: A New Era in Climate Change Research
journal, September 2007

  • Meehl, Gerald A.; Covey, Curt; Delworth, Thomas
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 9
  • DOI: 10.1175/BAMS-88-9-1383

Modeling chemical and aerosol processes in the transition from closed to open cells during VOCALS-REx
journal, January 2011


Strongly sheared stratocumulus convection: an observationally based large-eddy simulation study
journal, January 2012


A significant increase in wave height in the North Atlantic Ocean over the 20th century
journal, July 2013


A comprehensive numerical study of aerosol-cloud-precipitation interactions in marine stratocumulus
journal, January 2011


Wind Shear and Buoyancy Reversal at the Top of Stratocumulus
journal, March 2014

  • Mellado, Juan Pedro; Stevens, Bjorn; Schmidt, Heiko
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 3
  • DOI: 10.1175/JAS-D-13-0189.1

Response of a Subtropical Stratocumulus-Capped Mixed Layer to Climate and Aerosol Changes
journal, January 2009

  • Caldwell, Peter; Bretherton, Christopher S.
  • Journal of Climate, Vol. 22, Issue 1
  • DOI: 10.1175/2008JCLI1967.1

Cloud-Resolving Simulation of Low-Cloud Feedback to an Increase in Sea Surface Temperature
journal, March 2010

  • Xu, Kuan-Man; Cheng, Anning; Zhang, Minghua
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 3
  • DOI: 10.1175/2009JAS3239.1

Interpretation of the positive low-cloud feedback predicted by a climate model under global warming
journal, January 2012


Observation of a Self-Limiting, Shear-Induced Turbulent Inversion Layer Above Marine Stratocumulus
journal, December 2011


Cloud feedbacks on greenhouse warming in the superparameterized climate model SP‐CCSM 4
journal, December 2014

  • Bretherton, Christopher S.; Blossey, Peter N.; Stan, Cristiana
  • Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 4
  • DOI: 10.1002/2014MS000355

A single-column model intercomparison on the stratocumulus representation in present-day and future climate
journal, April 2015

  • Dal Gesso, S.; van der Dussen, J. J.; Siebesma, A. P.
  • Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 2
  • DOI: 10.1002/2014MS000377

The Influence of Wind Speed on Shallow Marine Cumulus Convection
journal, January 2012

  • Nuijens, Louise; Stevens, Bjorn
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 1
  • DOI: 10.1175/JAS-D-11-02.1

Global Trends in Wind Speed and Wave Height
journal, March 2011


Mechanisms of marine low cloud sensitivity to idealized climate perturbations: A single-LES exploration extending the CGILS cases: LES OF BOUNDARY-LAYER CLOUD FEEDBACK
journal, May 2013

  • Bretherton, Christopher S.; Blossey, Peter N.; Jones, Christopher R.
  • Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 2
  • DOI: 10.1002/jame.20019

Observed Trends in Wind Speed over the Southern Ocean: SOUTHERN OCEAN WIND TRENDS
journal, June 2012

  • Hande, L. B.; Siems, S. T.; Manton, M. J.
  • Geophysical Research Letters, Vol. 39, Issue 11
  • DOI: 10.1029/2012GL051734

A Study of the Diurnal Variation of Stratocumulus Using A Multiple Mixed Layer Model
journal, July 1987

  • Turton, J. D.; Nicholls, S.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 113, Issue 477
  • DOI: 10.1002/qj.49711347712