DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The efficacy of aerosol–cloud radiative perturbations from near-surface emissions in deep open-cell stratocumuli

Abstract

Aerosol–cloud radiative effects are determined and quantified in simulationsof deep open-cell stratocumuli observed during the VAMOS Ocean-Cloud-Atmosphere-LandStudy Regional Experiment (VOCALS-REx) campaign offthe west coast of Chile. The cloud deck forms in a boundarylayer 1.5km deep, with cell sizes reaching 50km in diameter. Global databases of shiptracks suggest that these linear structures are seldom found in boundarylayers this deep. Here, we quantify the changes in cloud radiative propertiesto a continuous aerosol point source moving along a fixed emission linereleasing 1017 particles per second. We show that a spatially coherentcloud perturbation is not evident along the emission line. Yet our modelsimulates an increase in domain-mean all-sky albedo of 0.05, corresponding toa diurnally averaged cloud radiative effect of 20W m-2, given theannual mean solar insolation at the VOCALS-REx site. Therefore, markedchanges in cloud radiative properties in precipitating deep open cells may bedriven by anthropogenic near-surface aerosol perturbations, such as thosegenerated by ships.Furthermore, we demonstrate that these changes in cloud radiative propertiesare masked by the naturally occurring variability within the organised cloudfield. A clear detection and attribution of cloud radiative effects to aperturbation in aerosol concentrations becomes possible when sub-filtering ofthe cloud field is applied, using the spatio-temporal distribution of theaerosol perturbation. Therefore, thismore » work has implications for the detectionand attribution of effective cloud radiative forcing in marine stratocumuli,which constitutes one of the major physical uncertainties within the climatesystem. Our results suggest that ships may sometimes have a substantialradiative effect on marine clouds and albedo, even when ship tracks are notreadily visible.« less

Authors:
ORCiD logo [1];  [2]; ORCiD logo [3];  [1];  [3]
  1. Carnegie Inst. of Science, Stanford, CA (United States)
  2. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  3. Univ. of Washington, Seattle, WA (United States)
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1496615
Report Number(s):
PNNL-SA-140346
Journal ID: ISSN 1680-7324
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Accepted Manuscript
Journal Name:
Atmospheric Chemistry and Physics (Online)
Additional Journal Information:
Journal Name: Atmospheric Chemistry and Physics (Online); Journal Volume: 18; Journal Issue: 23; Journal ID: ISSN 1680-7324
Publisher:
European Geosciences Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Possner, Anna, Wang, Hailong, Wood, Robert, Caldeira, Ken, and Ackerman, Thomas P. The efficacy of aerosol–cloud radiative perturbations from near-surface emissions in deep open-cell stratocumuli. United States: N. p., 2018. Web. doi:10.5194/acp-18-17475-2018.
Possner, Anna, Wang, Hailong, Wood, Robert, Caldeira, Ken, & Ackerman, Thomas P. The efficacy of aerosol–cloud radiative perturbations from near-surface emissions in deep open-cell stratocumuli. United States. https://doi.org/10.5194/acp-18-17475-2018
Possner, Anna, Wang, Hailong, Wood, Robert, Caldeira, Ken, and Ackerman, Thomas P. Tue . "The efficacy of aerosol–cloud radiative perturbations from near-surface emissions in deep open-cell stratocumuli". United States. https://doi.org/10.5194/acp-18-17475-2018. https://www.osti.gov/servlets/purl/1496615.
@article{osti_1496615,
title = {The efficacy of aerosol–cloud radiative perturbations from near-surface emissions in deep open-cell stratocumuli},
author = {Possner, Anna and Wang, Hailong and Wood, Robert and Caldeira, Ken and Ackerman, Thomas P.},
abstractNote = {Aerosol–cloud radiative effects are determined and quantified in simulationsof deep open-cell stratocumuli observed during the VAMOS Ocean-Cloud-Atmosphere-LandStudy Regional Experiment (VOCALS-REx) campaign offthe west coast of Chile. The cloud deck forms in a boundarylayer 1.5km deep, with cell sizes reaching 50km in diameter. Global databases of shiptracks suggest that these linear structures are seldom found in boundarylayers this deep. Here, we quantify the changes in cloud radiative propertiesto a continuous aerosol point source moving along a fixed emission linereleasing 1017 particles per second. We show that a spatially coherentcloud perturbation is not evident along the emission line. Yet our modelsimulates an increase in domain-mean all-sky albedo of 0.05, corresponding toa diurnally averaged cloud radiative effect of 20W m-2, given theannual mean solar insolation at the VOCALS-REx site. Therefore, markedchanges in cloud radiative properties in precipitating deep open cells may bedriven by anthropogenic near-surface aerosol perturbations, such as thosegenerated by ships.Furthermore, we demonstrate that these changes in cloud radiative propertiesare masked by the naturally occurring variability within the organised cloudfield. A clear detection and attribution of cloud radiative effects to aperturbation in aerosol concentrations becomes possible when sub-filtering ofthe cloud field is applied, using the spatio-temporal distribution of theaerosol perturbation. Therefore, this work has implications for the detectionand attribution of effective cloud radiative forcing in marine stratocumuli,which constitutes one of the major physical uncertainties within the climatesystem. Our results suggest that ships may sometimes have a substantialradiative effect on marine clouds and albedo, even when ship tracks are notreadily visible.},
doi = {10.5194/acp-18-17475-2018},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 23,
volume = 18,
place = {United States},
year = {Tue Dec 11 00:00:00 EST 2018},
month = {Tue Dec 11 00:00:00 EST 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 19 works
Citation information provided by
Web of Science

Figures / Tables:

Table 1 Table 1: Spatio-temporal averages of liquid water path (LWP), surface precipitation ($R$sfc), cloud base precipitation ($R$cb), cloud fraction (CF), sub-cloud mean boundary layer aerosol concentration ($N$a_sub) and cloud-top droplet number concentration ($N$d_top) are presented. The first row containing data shows the observations of the open-cell stratocumulus deck obtained during researchmore » flight RF06 of the VOCALSRex campaign on 28 October 2008 between 08:00 and 13:30 UTC. The numerical results, shown in the last two rows, were averaged over the identical time periods over both simulated days. Domain-mean values were computed for LWP, CF and $N$a_sub. $R$sfc was averaged only over values exceeding 0.1 mmday−1 and $R$cb was averaged for all $R$cb > 0 mmday−1 (consistent with observations). $N$d_top was diagnosed at the highest model level where cloud water content exceeded 0.01 gm−3 and was averaged horizontally (cloudy points only). Numbers in brackets denote the interquartile range of each variable, which covers the spatial and temporal variability of the cloud field. Numerical results are shown for the control simulation (ctrl) and the aerosol perturbed simulation (ship). Further details on simulations can be obtained in the text.« less

Save / Share:

Works referenced in this record:

Global model simulations of the impact of ocean-going ships on aerosols, clouds, and the radiation budget
journal, January 2007

  • Lauer, A.; Eyring, V.; Hendricks, J.
  • Atmospheric Chemistry and Physics, Vol. 7, Issue 19
  • DOI: 10.5194/acp-7-5061-2007

Aircraft observations of aerosol, cloud, precipitation, and boundary layer properties in pockets of open cells over the southeast Pacific
journal, January 2014

  • Terai, C. R.; Bretherton, C. S.; Wood, R.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 15
  • DOI: 10.5194/acp-14-8071-2014

Smoke and Clouds above the Southeast Atlantic: Upcoming Field Campaigns Probe Absorbing Aerosol’s Impact on Climate
journal, July 2016

  • Zuidema, Paquita; Redemann, Jens; Haywood, James
  • Bulletin of the American Meteorological Society, Vol. 97, Issue 7
  • DOI: 10.1175/BAMS-D-15-00082.1

On the climate forcing consequences of the albedo continuum between cloudy and clear air
journal, January 2007

  • Charlson, Robert J.; Ackerman, Andrew S.; Bender, Frida A. -M.
  • Tellus B: Chemical and Physical Meteorology, Vol. 59, Issue 4
  • DOI: 10.1111/j.1600-0889.2007.00297.x

Modelling microphysical and meteorological controls on precipitation and cloud cellular structures in Southeast Pacific stratocumulus
journal, January 2010


Aerosol indirect effects from shipping emissions: sensitivity studies with the global aerosol-climate model ECHAM-HAM
journal, January 2012


Process-model simulations of cloud albedo enhancement by aerosols in the Arctic
journal, December 2014

  • Kravitz, Ben; Wang, Hailong; Rasch, Philip J.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 372, Issue 2031
  • DOI: 10.1098/rsta.2014.0052

Impact of ship emissions on the microphysical, optical and radiative properties of marine stratus: a case study
journal, January 2006

  • Schreier, M.; Kokhanovsky, A.  A.; Eyring, V.
  • Atmospheric Chemistry and Physics, Vol. 6, Issue 12
  • DOI: 10.5194/acp-6-4925-2006

Microphysical and macrophysical responses of marine stratocumulus polluted by underlying ships: 2. Impacts of haze on precipitating clouds: IMPACTS OF HAZE ON PRECIPITATING CLOUDS
journal, June 2012

  • Christensen, Matthew W.; Stephens, Graeme L.
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
  • DOI: 10.1029/2011JD017125

A search for large-scale effects of ship emissions on clouds and radiation in satellite data: SHIP EMISSION INFLUENCE ON CLOUDS
journal, December 2011

  • Peters, K.; Quaas, J.; Graßl, H.
  • Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D24
  • DOI: 10.1029/2011JD016531

Climate and air quality trade-offs in altering ship fuel sulfur content
journal, January 2013

  • Partanen, A. I.; Laakso, A.; Schmidt, A.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 23
  • DOI: 10.5194/acp-13-12059-2013

On the reversibility of transitions between closed and open cellular convection
journal, January 2015

  • Feingold, G.; Koren, I.; Yamaguchi, T.
  • Atmospheric Chemistry and Physics, Vol. 15, Issue 13
  • DOI: 10.5194/acp-15-7351-2015

The ‘too few, too bright’ tropical low-cloud problem in CMIP5 models: TOO FEW TOO BRIGHT LOW-CLOUDS
journal, November 2012

  • Nam, C.; Bony, S.; Dufresne, J. -L.
  • Geophysical Research Letters, Vol. 39, Issue 21
  • DOI: 10.1029/2012GL053421

Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability
journal, February 2016

  • Ghan, Steven; Wang, Minghuai; Zhang, Shipeng
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 21
  • DOI: 10.1073/pnas.1514036113

Ultraclean Layers and Optically Thin Clouds in the Stratocumulus-to-Cumulus Transition. Part I: Observations
journal, May 2018

  • Wood, Robert; O., Kuan-Ting; Bretherton, Christopher S.
  • Journal of the Atmospheric Sciences, Vol. 75, Issue 5
  • DOI: 10.1175/JAS-D-17-0213.1

Large eddy simulation of ship tracks in the collapsed marine boundary layer: a case study from the Monterey area ship track experiment
journal, January 2015

  • Berner, A. H.; Bretherton, C. S.; Wood, R.
  • Atmospheric Chemistry and Physics, Vol. 15, Issue 10
  • DOI: 10.5194/acp-15-5851-2015

Microphysical and macrophysical responses of marine stratocumulus polluted by underlying ships: Evidence of cloud deepening
journal, January 2011

  • Christensen, Matthew W.; Stephens, Graeme L.
  • Journal of Geophysical Research, Vol. 116, Issue D3
  • DOI: 10.1029/2010JD014638

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


Erratum: Strong constraints on aerosol–cloud interactions from volcanic eruptions
journal, October 2017

  • Malavelle, Florent F.; Haywood, Jim M.; Jones, Andy
  • Nature, Vol. 551, Issue 7679
  • DOI: 10.1038/nature24275

Climatology of stratocumulus cloud morphologies: microphysical properties and radiative effects
journal, January 2014

  • Muhlbauer, A.; McCoy, I. L.; Wood, R.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 13
  • DOI: 10.5194/acp-14-6695-2014

The VAMOS Ocean-Cloud-Atmosphere-Land Study Regional Experiment (VOCALS-REx): goals, platforms, and field operations
journal, January 2011

  • Wood, R.; Mechoso, C. R.; Bretherton, C. S.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 2
  • DOI: 10.5194/acp-11-627-2011

Occurrence of lower cloud albedo in ship tracks
journal, January 2012

  • Chen, Y. -C.; Christensen, M. W.; Xue, L.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 17
  • DOI: 10.5194/acp-12-8223-2012

Spatial Variability of Liquid Water Path in Marine Low Cloud: The Importance of Mesoscale Cellular Convection
journal, May 2006

  • Wood, Robert; Hartmann, Dennis L.
  • Journal of Climate, Vol. 19, Issue 9
  • DOI: 10.1175/JCLI3702.1

An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2011

  • Wood, R.; Bretherton, C. S.; Leon, D.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 5
  • DOI: 10.5194/acp-11-2341-2011

Anthropogenic and Natural Radiative Forcing
book, June 2014


Global ship track distribution and radiative forcing from 1 year of AATSR data
journal, January 2007

  • Schreier, Mathias; Mannstein, Hermann; Eyring, Veronika
  • Geophysical Research Letters, Vol. 34, Issue 17
  • DOI: 10.1029/2007GL030664

Automatic detection of ship tracks in ATSR-2 satellite imagery
journal, January 2009

  • Campmany, E.; Grainger, R. G.; Dean, S. M.
  • Atmospheric Chemistry and Physics, Vol. 9, Issue 6
  • DOI: 10.5194/acp-9-1899-2009

Identifying Meteorological Controls on Open and Closed Mesoscale Cellular Convection Associated with Marine Cold Air Outbreaks: Meteorological Controls on MCC Clouds
journal, November 2017

  • McCoy, Isabel L.; Wood, Robert; Fletcher, Jennifer K.
  • Journal of Geophysical Research: Atmospheres, Vol. 122, Issue 21
  • DOI: 10.1002/2017JD027031

Climate goals and computing the future of clouds
journal, January 2017

  • Schneider, Tapio; Teixeira, João; Bretherton, Christopher S.
  • Nature Climate Change, Vol. 7, Issue 1
  • DOI: 10.1038/nclimate3190

Constraining cloud lifetime effects of aerosols using A-Train satellite observations: CONSTRAINING CLOUD LIFETIME EFFECTS
journal, August 2012

  • Wang, Minghuai; Ghan, Steven; Liu, Xiaohong
  • Geophysical Research Letters, Vol. 39, Issue 15
  • DOI: 10.1029/2012GL052204

Drizzle in Stratiform Boundary Layer Clouds. Part II: Microphysical Aspects
journal, September 2005

  • Wood, R.
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 9
  • DOI: 10.1175/JAS3530.1

Aerosol–Stratocumulus–Radiation Interactions over the Southeast Pacific
journal, July 2015

  • Chen, Guoxing; Wang, Wei-Chyung; Chen, Jen-Ping
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 7
  • DOI: 10.1175/JAS-D-14-0319.1

Limits to the Aerosol Indirect Radiative Effect Derived from Observations of Ship Tracks
journal, February 2002


Anomalous Cloud Lines
journal, November 1966


Composite Ship Track Characteristics
journal, August 2000


The Monterey Area Ship Track Experiment
journal, August 2000


The Impact of Ship-Produced Aerosols on the Microstructure and Albedo of Warm Marine Stratocumulus Clouds: A Test of MAST Hypotheses 1i and 1ii
journal, August 2000


Satellite observations of ship emission induced transitions from broken to closed cell marine stratocumulus over large areas: AEROSOLS INDUCE CLOUD REGIME CHANGES
journal, September 2012

  • Goren, Tom; Rosenfeld, Daniel
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D17
  • DOI: 10.1029/2012JD017981

On the twilight zone between clouds and aerosols: CLOUDS TWILIGHT ZONE
journal, April 2007

  • Koren, Ilan; Remer, Lorraine A.; Kaufman, Yoram J.
  • Geophysical Research Letters, Vol. 34, Issue 8
  • DOI: 10.1029/2007GL029253

Climate Impact of Biofuels in Shipping: Global Model Studies of the Aerosol Indirect Effect
journal, April 2011

  • Righi, Mattia; Klinger, Carolin; Eyring, Veronika
  • Environmental Science & Technology, Vol. 45, Issue 8
  • DOI: 10.1021/es1036157

Volcano and Ship Tracks Indicate Excessive Aerosol-Induced Cloud Water Increases in a Climate Model: CLOUD WATER RESPONSE TO AEROSOLS
journal, December 2017

  • Toll, Velle; Christensen, Matthew; Gassó, Santiago
  • Geophysical Research Letters, Vol. 44, Issue 24
  • DOI: 10.1002/2017GL075280

Aerosols, clouds and radiation
journal, January 1991


Stratocumulus Clouds
journal, August 2012


Climatology of stratocumulus cloud morphologies: microphysical properties and radiative effects
journal, January 2014

  • Muhlbauer, A.; McCoy, I. L.; Wood, R.
  • Atmospheric Chemistry and Physics Discussions, Vol. 14, Issue 5
  • DOI: 10.5194/acpd-14-6981-2014

On the climate forcing consequences of the albedo continuum between cloudy and clear air
journal, September 2007


Global model simulations of the impact of ocean-going ships on aerosols, clouds, and the radiation budget
text, January 2007


An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2010

  • Wood, R.; Bretherton, C. S.; Leon, D.
  • Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 7
  • DOI: 10.5194/acpd-10-17911-2010

Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability
journal, February 2016

  • Ghan, Steven; Wang, Minghuai; Zhang, Shipeng
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 21
  • DOI: 10.1073/pnas.1514036113

Climatology of stratocumulus cloud morphologies: microphysical properties and radiative effects
journal, January 2014

  • Muhlbauer, A.; McCoy, I. L.; Wood, R.
  • Atmospheric Chemistry and Physics Discussions, Vol. 14, Issue 5
  • DOI: 10.5194/acpd-14-6981-2014

Works referencing / citing this record:

Weak average liquid-cloud-water response to anthropogenic aerosols
journal, July 2019


Deconvolution of boundary layer depth and aerosol constraints on cloud water path in subtropical stratocumulus decks
journal, January 2020

  • Possner, Anna; Eastman, Ryan; Bender, Frida
  • Atmospheric Chemistry and Physics, Vol. 20, Issue 6
  • DOI: 10.5194/acp-20-3609-2020

Figures/Tables have been extracted from DOE-funded journal article accepted manuscripts.