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 »
- 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}
}
https://doi.org/10.5194/gmd-8-817-2015
Web of Science
Works referenced in this record:
Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models
journal, January 2005
- Bony, Sandrine
- Geophysical Research Letters, Vol. 32, Issue 20
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
Toward a Minimal Representation of Aerosols in Climate Models: Comparative Decomposition of Aerosol Direct, Semidirect, and Indirect Radiative Forcing
journal, October 2012
- Ghan, S. J.; Liu, X.; Easter, R. C.
- Journal of Climate, Vol. 25, Issue 19
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
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
Aquaplanets, Climate Sensitivity, and Low Clouds
journal, October 2008
- Medeiros, Brian; Stevens, Bjorn; Held, Isaac M.
- Journal of Climate, Vol. 21, Issue 19
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
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
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
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
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model
journal, September 1995
- Zhang, G. J.; McFarlane, Norman A.
- Atmosphere-Ocean, Vol. 33, Issue 3
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
Modeling Tropical Precipitation in a Single Column
journal, December 2000
- Sobel, Adam H.; Bretherton, Christopher S.
- Journal of Climate, Vol. 13, Issue 24
The Retrieval of Stratus Cloud Droplet Effective Radius with Cloud Radars
journal, June 2002
- Frisch, Shelby; Shupe, Matthew; Djalalova, Irina
- Journal of Atmospheric and Oceanic Technology, Vol. 19, Issue 6
Simulation of a Stratocumulus-Topped Planetary Boundary Layer: Intercomparison among Different Numerical Codes
journal, February 1996
- Moeng, C-H.; Cotton, W. R.; Stevens, B.
- Bulletin of the American Meteorological Society, Vol. 77, Issue 2
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
A Large Eddy Simulation Intercomparison Study of Shallow Cumulus Convection
journal, May 2003
- Siebesma, A. Pier; Bretherton, Christopher S.; Brown, Andrew
- Journal of the Atmospheric Sciences, Vol. 60, Issue 10
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
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
Advanced Two-Moment Bulk Microphysics for Global Models. Part II: Global Model Solutions and Aerosol–Cloud Interactions
journal, February 2015
- Gettelman, A.; Morrison, H.; Santos, S.
- Journal of Climate, Vol. 28, Issue 3
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
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
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
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
Objective Analysis of ARM IOP Data: Method and Sensitivity
journal, February 2001
- Zhang, M. H.; Lin, J. L.; Cederwall, R. T.
- Monthly Weather Review, Vol. 129, Issue 2
Effects of Convective Momentum Transport on the Atmospheric Circulation in the Community Atmosphere Model, Version 3
journal, April 2008
- Richter, Jadwiga H.; Rasch, Philip J.
- Journal of Climate, Vol. 21, Issue 7
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
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
Sensitivity of CAM5-Simulated Arctic Clouds and Radiation to Ice Nucleation Parameterization
journal, August 2013
- Xie, Shaocheng; Liu, Xiaohong; Zhao, Chuanfeng
- Journal of Climate, Vol. 26, Issue 16
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
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
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
The Effect of Cloud Type on Earth's Energy Balance: Global Analysis
journal, November 1992
- Hartmann, Dennis L.; Ockert-Bell, Maureen E.; Michelsen, Marc L.
- Journal of Climate, Vol. 5, Issue 11
A New Moist Turbulence Parameterization in the Community Atmosphere Model
journal, June 2009
- Bretherton, Christopher S.; Park, Sungsu
- Journal of Climate, Vol. 22, Issue 12
The University of Washington Shallow Convection and Moist Turbulence Schemes and Their Impact on Climate Simulations with the Community Atmosphere Model
journal, June 2009
- Park, Sungsu; Bretherton, Christopher S.
- Journal of Climate, Vol. 22, Issue 12
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
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
New Primary Ice-Nucleation Parameterizations in an Explicit Cloud Model
journal, July 1992
- Meyers, Michael P.; DeMott, Paul J.; Cotton, William R.
- Journal of Applied Meteorology, Vol. 31, Issue 7
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
The Measurement and Parameterization of Effective Radius of Droplets in Warm Stratocumulus Clouds
journal, July 1994
- Martin, G. M.; Johnson, D. W.; Spice, A.
- Journal of the Atmospheric Sciences, Vol. 51, Issue 13