Unified parameterization of the planetary boundary layer and shallow convection with a higher-order turbulence closure in the Community Atmosphere Model: single-column experiments

被引:62
作者
Bogenschutz, P. A. [1 ]
Gettelman, A. [1 ]
Morrison, H. [1 ]
Larson, V. E. [2 ]
Schanen, D. P. [2 ]
Meyer, N. R. [2 ]
Craig, C. [1 ]
机构
[1] Natl Ctr Atmospher Res, Boulder, CO 80307 USA
[2] Univ Wisconsin, Milwaukee, WI 53201 USA
基金
美国国家科学基金会;
关键词
PROBABILITY DENSITY-FUNCTIONS; LARGE-EDDY SIMULATIONS; PART I; CLIMATE SENSITIVITY; CUMULUS CONVECTION; STRATOCUMULUS; CLOUDS; SCALE; UNCERTAINTIES; TRANSITION;
D O I
10.5194/gmd-5-1407-2012
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This paper describes the coupling of the Community Atmosphere Model (CAM) version 5 with a unified multi-variate probability density function (PDF) parameterization, Cloud Layers Unified by Binormals (CLUBB). CLUBB replaces the planetary boundary layer (PBL), shallow convection, and cloud macrophysics schemes in CAM5 with a higher-order turbulence closure based on an assumed PDF. Comparisons of single-column versions of CAM5 and CAM-CLUBB are provided in this paper for several boundary layer regimes. As compared to large eddy simulations (LESs), CAM-CLUBB and CAM5 simulate marine stratocumulus regimes with similar accuracy. For shallow convective regimes, CAM-CLUBB improves the representation of cloud cover and liquid water path (LWP). In addition, for shallow convection CAM-CLUBB offers better fidelity for subgrid-scale vertical velocity, which is an important input for aerosol activation. Finally, CAM-CLUBB results are more robust to changes in vertical and temporal resolution when compared to CAM5.
引用
收藏
页码:1407 / 1423
页数:17
相关论文
共 61 条
[1]   Large-Eddy Simulations of a Drizzling, Stratocumulus-Topped Marine Boundary Layer [J].
Ackerman, Andrew S. ;
vanZanten, Margreet C. ;
Stevens, Bjorn ;
Savic-Jovcic, Verica ;
Bretherton, Christopher S. ;
Chlond, Andreas ;
Golaz, Jean-Christophe ;
Jiang, Hongli ;
Khairoutdinov, Marat ;
Krueger, Steven K. ;
Lewellen, David C. ;
Lock, Adrian ;
Moeng, Chin-Hoh ;
Nakamura, Kozo ;
Petters, Markus D. ;
Snider, Jefferson R. ;
Weinbrecht, Sonja ;
Zulauf, Mike .
MONTHLY WEATHER REVIEW, 2009, 137 (03) :1083-1110
[2]  
Bogenschutz P., 2012, IMPROVED BOUND UNPUB
[3]   Assumed Probability Density Functions for Shallow and Deep Convection [J].
Bogenschutz, Peter A. ;
Krueger, Steven K. ;
Khairoutdinov, Marat .
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2010, 2
[4]   Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models [J].
Bony, S ;
Dufresne, JL .
GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (20) :1-4
[5]   A New Moist Turbulence Parameterization in the Community Atmosphere Model [J].
Bretherton, Christopher S. ;
Park, Sungsu .
JOURNAL OF CLIMATE, 2009, 22 (12) :3422-3448
[6]   Large-eddy simulation of the diurnal cycle of shallow cumulus convection overland [J].
Brown, AR ;
Cederwall, RT ;
Chlond, A ;
Duynkerke, PG ;
Golaz, JC ;
Khairoutdinov, M ;
Lewellen, DC ;
Lock, AP ;
MacVean, MK ;
Moeng, CH ;
Neggers, RAJ ;
Siebesma, AP ;
Stevens, B .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2002, 128 (582) :1075-1093
[7]   Simulation of shallow cumuli and their transition to deep convective clouds by cloud-resolving models with different third-order turbulence closures [J].
Cheng, A ;
Xu, KM .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2006, 132 (615) :359-382
[8]   Improved low-cloud simulation from a multiscale modeling framework with a third-order turbulence closure in its cloud-resolving model component [J].
Cheng, Anning ;
Xu, Kuan-Man .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2011, 116
[9]   The Dynamical Core, Physical Parameterizations, and Basic Simulation Characteristics of the Atmospheric Component AM3 of the GFDL Global Coupled Model CM3 [J].
Donner, Leo J. ;
Wyman, Bruce L. ;
Hemler, Richard S. ;
Horowitz, Larry W. ;
Ming, Yi ;
Zhao, Ming ;
Golaz, Jean-Christophe ;
Ginoux, Paul ;
Lin, S. -J. ;
Schwarzkopf, M. Daniel ;
Austin, John ;
Alaka, Ghassan ;
Cooke, William F. ;
Delworth, Thomas L. ;
Freidenreich, Stuart M. ;
Gordon, C. T. ;
Griffies, Stephen M. ;
Held, Isaac M. ;
Hurlin, William J. ;
Klein, Stephen A. ;
Knutson, Thomas R. ;
Langenhorst, Amy R. ;
Lee, Hyun-Chul ;
Lin, Yanluan ;
Magi, Brian I. ;
Malyshev, Sergey L. ;
Milly, P. C. D. ;
Naik, Vaishali ;
Nath, Mary J. ;
Pincus, Robert ;
Ploshay, Jeffrey J. ;
Ramaswamy, V. ;
Seman, Charles J. ;
Shevliakova, Elena ;
Sirutis, Joseph J. ;
Stern, William F. ;
Stouffer, Ronald J. ;
Wilson, R. John ;
Winton, Michael ;
Wittenberg, Andrew T. ;
Zeng, Fanrong .
JOURNAL OF CLIMATE, 2011, 24 (13) :3484-3519
[10]   The Evolution of Climate Sensitivity and Climate Feedbacks in the Community Atmosphere Model [J].
Gettelman, A. ;
Kay, J. E. ;
Shell, K. M. .
JOURNAL OF CLIMATE, 2012, 25 (05) :1453-1469