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

Title: Aerosol specification in single-column Community Atmosphere Model version 5

Abstract

Single-column model (SCM) capability is an important tool for general circulation model development. In this study, the SCM mode of version 5 of the Community Atmosphere Model (CAM5) is shown to handle aerosol initialization and advection improperly, resulting in aerosol, cloud-droplet, and ice crystal concentrations which are typically much lower than observed or simulated by CAM5 in global mode. This deficiency has a major impact on stratiform cloud simulations but has little impact on convective case studies because aerosol is currently not used by CAM5 convective schemes and convective cases are typically longer in duration (so initialization is less important). By imposing fixed aerosol or cloud-droplet and crystal number concentrations, the aerosol issues described above can be avoided. Sensitivity studies using these idealizations suggest that the Meyers et al. (1992) ice nucleation scheme prevents mixed-phase cloud from existing by producing too many ice crystals. Microphysics is shown to strongly deplete cloud water in stratiform cases, indicating problems with sequential splitting in CAM5 and the need for careful interpretation of output from sequentially split climate models. Droplet concentration in the general circulation model (GCM) version of CAM5 is also shown to be far too low (~ 25 cm−3) at the southernmore » Great Plains (SGP) Atmospheric Radiation Measurement (ARM) site.« less

Authors:
;
Publication Date:
Research Org.:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR). Scientific Discovery through Advanced Computing (SciDAC)
OSTI Identifier:
1197696
Alternate Identifier(s):
OSTI ID: 1879273
Report Number(s):
LLNL-JRNL-662549
Journal ID: ISSN 1991-9603
Grant/Contract Number:  
AC52-07NA27344
Resource Type:
Published Article
Journal Name:
Geoscientific Model Development (Online)
Additional Journal Information:
Journal Name: Geoscientific Model Development (Online) Journal Volume: 8 Journal Issue: 3; Journal ID: ISSN 1991-9603
Publisher:
Copernicus Publications, EGU
Country of Publication:
Germany
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Lebassi-Habtezion, B., and Caldwell, P. M. Aerosol specification in single-column Community Atmosphere Model version 5. Germany: N. p., 2015. Web. doi:10.5194/gmd-8-817-2015.
Lebassi-Habtezion, B., & Caldwell, P. M. Aerosol specification in single-column Community Atmosphere Model version 5. Germany. https://doi.org/10.5194/gmd-8-817-2015
Lebassi-Habtezion, B., and Caldwell, P. M. Fri . "Aerosol specification in single-column Community Atmosphere Model version 5". Germany. https://doi.org/10.5194/gmd-8-817-2015.
@article{osti_1197696,
title = {Aerosol specification in single-column Community Atmosphere Model version 5},
author = {Lebassi-Habtezion, B. and Caldwell, P. M.},
abstractNote = {Single-column model (SCM) capability is an important tool for general circulation model development. In this study, the SCM mode of version 5 of the Community Atmosphere Model (CAM5) is shown to handle aerosol initialization and advection improperly, resulting in aerosol, cloud-droplet, and ice crystal concentrations which are typically much lower than observed or simulated by CAM5 in global mode. This deficiency has a major impact on stratiform cloud simulations but has little impact on convective case studies because aerosol is currently not used by CAM5 convective schemes and convective cases are typically longer in duration (so initialization is less important). By imposing fixed aerosol or cloud-droplet and crystal number concentrations, the aerosol issues described above can be avoided. Sensitivity studies using these idealizations suggest that the Meyers et al. (1992) ice nucleation scheme prevents mixed-phase cloud from existing by producing too many ice crystals. Microphysics is shown to strongly deplete cloud water in stratiform cases, indicating problems with sequential splitting in CAM5 and the need for careful interpretation of output from sequentially split climate models. Droplet concentration in the general circulation model (GCM) version of CAM5 is also shown to be far too low (~ 25 cm−3) at the southern Great Plains (SGP) Atmospheric Radiation Measurement (ARM) site.},
doi = {10.5194/gmd-8-817-2015},
journal = {Geoscientific Model Development (Online)},
number = 3,
volume = 8,
place = {Germany},
year = {Fri Mar 27 00:00:00 EDT 2015},
month = {Fri Mar 27 00:00:00 EDT 2015}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.5194/gmd-8-817-2015

Citation Metrics:
Cited by: 9 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

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


Large-Eddy Simulations of a Drizzling, Stratocumulus-Topped Marine Boundary Layer
journal, March 2009

  • Ackerman, Andrew S.; vanZanten, Margreet C.; Stevens, Bjorn
  • Monthly Weather Review, Vol. 137, Issue 3
  • DOI: 10.1175/2008MWR2582.1

Understanding macrophysical outcomes of microphysical choices in simulations of shallow cumulus convection
journal, January 2008

  • Stevens, Björn; Seifert, Axel
  • Journal of the Meteorological Society of Japan, Vol. 86A
  • DOI: 10.2151/jmsj.86A.143

Confronting Models with Data: The GEWEX Cloud Systems Study: The GEWEX Cloud Systems Study
journal, April 2003

  • Randall, David; Krueger, Steven; Bretherton, Christopher
  • Bulletin of the American Meteorological Society, Vol. 84, Issue 4
  • DOI: 10.1175/BAMS-84-4-455

Aquaplanets, Climate Sensitivity, and Low Clouds
journal, October 2008

  • Medeiros, Brian; Stevens, Bjorn; Held, Isaac M.
  • Journal of Climate, Vol. 21, Issue 19
  • DOI: 10.1175/2008JCLI1995.1

Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
journal, January 2012

  • Liu, X.; Easter, R. C.; Ghan, S. J.
  • Geoscientific Model Development, Vol. 5, Issue 3
  • DOI: 10.5194/gmd-5-709-2012

Controls on precipitation and cloudiness in simulations of trade-wind cumulus as observed during RICO: CONTROLS ON PRECIPITATION … IN TRADE-WIND CUMULUS
journal, February 2011

  • vanZanten, Margreet C.; Stevens, Bjorn; Nuijens, Louise
  • Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 2
  • DOI: 10.1029/2011MS000056

Representations of transport, convection, and the hydrologic cycle in chemical transport models: Implications for the modeling of short-lived and soluble species
journal, December 1997

  • Rasch, P. J.; Mahowald, N. M.; Eaton, B. E.
  • Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D23
  • DOI: 10.1029/97JD02087

Mixed-Layer Budget Analysis of the Diurnal Cycle of Entrainment in Southeast Pacific Stratocumulus
journal, October 2005

  • Caldwell, Peter; Bretherton, Christopher S.; Wood, Robert
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 10
  • DOI: 10.1175/JAS3561.1

Intercomparison of model simulations of mixed-phase clouds observed during the ARM Mixed-Phase Arctic Cloud Experiment. I: single-layer cloud
journal, April 2009

  • Klein, Stephen A.; McCoy, Renata B.; Morrison, Hugh
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 641
  • DOI: 10.1002/qj.416

Modeling Tropical Precipitation in a Single Column
journal, December 2000


The Retrieval of Stratus Cloud Droplet Effective Radius with Cloud Radars
journal, June 2002


Simulation of a Stratocumulus-Topped Planetary Boundary Layer: Intercomparison among Different Numerical Codes
journal, February 1996


Testing cloud microphysics parameterizations in NCAR CAM5 with ISDAC and M-PACE observations
journal, January 2011

  • Liu, Xiaohong; Xie, Shaocheng; Boyle, James
  • Journal of Geophysical Research, Vol. 116
  • DOI: 10.1029/2011JD015889

A Large Eddy Simulation Intercomparison Study of Shallow Cumulus Convection
journal, May 2003


A technique for determining the spatial and temporal distributions of surface fluxes of heat and moisture over the Southern Great Plains Cloud and Radiation Testbed
journal, March 1998

  • Doran, J. C.; Hubbe, J. M.; Liljegren, J. C.
  • Journal of Geophysical Research: Atmospheres, Vol. 103, Issue D6
  • DOI: 10.1029/97JD03427

Global simulations of ice nucleation and ice supersaturation with an improved cloud scheme in the Community Atmosphere Model
journal, January 2010

  • Gettelman, A.; Liu, X.; Ghan, S. J.
  • Journal of Geophysical Research, Vol. 115, Issue D18
  • DOI: 10.1029/2009JD013797

Advanced Two-Moment Bulk Microphysics for Global Models. Part II: Global Model Solutions and Aerosol–Cloud Interactions
journal, February 2015


Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review
journal, November 2000

  • Haywood, James; Boucher, Olivier
  • Reviews of Geophysics, Vol. 38, Issue 4
  • DOI: 10.1029/1999RG000078

Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
journal, July 1997

  • Mlawer, Eli J.; Taubman, Steven J.; Brown, Patrick D.
  • Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D14
  • DOI: 10.1029/97JD00237

A comparison of single column model simulations of summertime midlatitude continental convection
journal, January 2000

  • Ghan, Steven; Randall, David; Xu, Kuan-Man
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D2
  • DOI: 10.1029/1999JD900971

Contributions of Clouds, Surface Albedos, and Mixed-Phase Ice Nucleation Schemes to Arctic Radiation Biases in CAM5
journal, July 2014

  • English, Jason M.; Kay, Jennifer E.; Gettelman, Andrew
  • Journal of Climate, Vol. 27, Issue 13
  • DOI: 10.1175/JCLI-D-13-00608.1

Objective Analysis of ARM IOP Data: Method and Sensitivity
journal, February 2001


Effects of Convective Momentum Transport on the Atmospheric Circulation in the Community Atmosphere Model, Version 3
journal, April 2008


A parameterization of aerosol activation: 2. Multiple aerosol types
journal, March 2000

  • Abdul-Razzak, Hayder; Ghan, Steven J.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D5
  • DOI: 10.1029/1999JD901161

Integrating Cloud Processes in the Community Atmosphere Model, Version 5
journal, September 2014

  • Park, Sungsu; Bretherton, Christopher S.; Rasch, Philip J.
  • Journal of Climate, Vol. 27, Issue 18
  • DOI: 10.1175/JCLI-D-14-00087.1

Sensitivity of CAM5-Simulated Arctic Clouds and Radiation to Ice Nucleation Parameterization
journal, August 2013


Evaluating parameterizations of the autoconversion process using a single-column model and Atmospheric Radiation Measurement Program measurements
journal, January 2006

  • Iacobellis, Sam F.; Somerville, Richard C. J.
  • Journal of Geophysical Research, Vol. 111, Issue D2
  • DOI: 10.1029/2005JD006296

Southeast Pacific Stratocumulus in the Community Atmosphere Model
journal, September 2012

  • Medeiros, Brian; Williamson, David L.; Hannay, Cécile
  • Journal of Climate, Vol. 25, Issue 18
  • DOI: 10.1175/JCLI-D-11-00503.1

Rain in Shallow Cumulus Over the Ocean: The RICO Campaign
journal, December 2007

  • Rauber, Robert M.; Stevens, Bjorn; Ochs, Harry T.
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 12
  • DOI: 10.1175/BAMS-88-12-1912

The Effect of Cloud Type on Earth's Energy Balance: Global Analysis
journal, November 1992


A New Moist Turbulence Parameterization in the Community Atmosphere Model
journal, June 2009


Supplement to Dynamics and Chemistry of Marine Stratocumulus—DYCOMS-II
journal, May 2003

  • Stevens, Bjorn; Lenschow, Donald H.; Vali, Gabor
  • Bulletin of the American Meteorological Society, Vol. 84, Issue 5
  • DOI: 10.1175/BAMS-84-5-Stevens

A single-column model intercomparison of a heavily drizzling stratocumulus-topped boundary layer
journal, January 2007

  • Wyant, Matthew C.; Bretherton, Christopher S.; Chlond, Andreas
  • Journal of Geophysical Research, Vol. 112, Issue D24
  • DOI: 10.1029/2007JD008536

New Primary Ice-Nucleation Parameterizations in an Explicit Cloud Model
journal, July 1992


Evaluation of Forecasted Southeast Pacific Stratocumulus in the NCAR, GFDL, and ECMWF Models
journal, June 2009

  • Hannay, Cécile; Williamson, David L.; Hack, James J.
  • Journal of Climate, Vol. 22, Issue 11
  • DOI: 10.1175/2008JCLI2479.1

The Measurement and Parameterization of Effective Radius of Droplets in Warm Stratocumulus Clouds
journal, July 1994