Gross moist stability and MJO simulation skill in three full-physics GCMs

Journal of the Atmospheric Sciences

Volumn 71, Issue 9, 2014, Pages 3327-3349

  Benedict, James J ^a,e   Maloney, Eric D ^a   Sobel, Adam H ^b,c   Frierson, Dargan M W ^d  

^a Engineering Research Center and Hydraulics Laboratory   (United States)

^b Och Spine at New York Presbyterian Hospitals   (United States)

^c Department of Earth and Environmental Sciences   (United States)

^d UNIVERSITY OF WASHINGTON   (United States)

^e LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

Author keywords

Convective parameterization; Diagnostics; Intraseasonal variability; Madden Julian oscillation; Model comparison; Moisture moisture budget

Indexed keywords

ADVECTION; BUDGET CONTROL; CLIMATOLOGY; ENTROPY; PLASMA DIAGNOSTICS;

CONVECTIVE PARAMETERIZATION; INTRASEASONAL VARIABILITY; MADDEN-JULIAN OSCILLATION; MODEL COMPARISON; MOISTURE/MOISTURE BUDGETS;

MOISTURE;

ATMOSPHERE-OCEAN COUPLING; ATMOSPHERIC CONVECTION; COMPUTER SIMULATION; GENERAL CIRCULATION MODEL; MADDEN-JULIAN OSCILLATION; MOISTURE TRANSFER; NUMERICAL MODEL; PARAMETERIZATION; PERTURBATION;

EID: 84905907341     PISSN: 00224928     EISSN: 15200469     Source Type: Journal    
DOI: 10.1175/JAS-D-13-0240.1     Document Type: Article

References (77)

1. Adler, R. F., and Coauthors, 2003: The Version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979-present). J. Hydrometeor., 4, 1147-1167, doi:10.1175/1525-7541(2003)004,1147:TVGPCP.2.0.CO;2.
2. Anderson, J. L., and Coauthors, 2004: The new GFDL global atmosphere and land model AM2-LM2: Evaluation with prescribed SST simulations. J. Climate, 17, 4641-4673, doi:10.1175/JCLI-3223.1.
3. Arakawa, A., 2004: The cumulus parameterization problem: Past, present, and future. J. Climate, 17, 2493-2525, doi:10.1175/ 1520-0442(2004)017,2493:RATCPP.2.0.CO;2.
4. Back, L. E., and C. S. Bretherton, 2006: Geographic variability in the export of moist static energy and vertical motion profiles in the tropical Pacific. Geophys. Res. Lett., 33, L17810, doi:10.1029/2006GL026672.
5. Benedict, J. J., and D. A. Randall, 2007: Observed characteristics of the MJO relative to maximum rainfall. J. Atmos. Sci., 64, 2332-2354, doi:10.1175/JAS3968.1.
6. Benedict, J. J., and D. A. Randall, 2009: Structure of the Madden-Julian oscillation in the superparameterized CAM. J. Atmos. Sci., 66, 3277-3296, doi:10.1175/2009JAS3030.1.
7. Benedict, J. J., E. D.Maloney, A.H. Sobel,D.M. Frierson, andL. J.Donner, 2013: Tropical intraseasonal variability in version 3 of theGFDL Atmosphere Model. J. Climate, 26, 426-449, doi:10.1175/ JCLI-D-12-00103.1.
8. Berrisford, P., D. Dee, K. Fielding, M. Fuentes, P. Kållberg, S. Kobayashi, and S. Uppala, 2009: The ERA-Interim archive, version 1.0. ECMWF Tech. Rep., 16 pp. [Available online at http://old.ecmwf.int/publications/library/ecpublications/_pdf/ era/era_report_series/RS_1.pdf.]
9. Bladé, I., and D. L. Hartmann, 1993: Tropical intraseasonal oscillations in a simple nonlinear model. J. Atmos. Sci., 50, 2922-2939, doi:10.1175/1520-0469(1993)050,2922:TIOIAS.2.0.CO;2.
10. Bony, S., and K. A. Emanuel, 2005: On the role of moist processes in tropical intraseasonal variability: Cloud-radiation and moisture-convection feedbacks. J. Atmos. Sci., 62, 2770-2789, doi:10.1175/JAS3506.1.
11. Bretherton, C. S., and A. H. Sobel, 2002: A simple model of a convectively coupled Walker circulation using the weak temperature gradient approximation. J. Climate, 15, 2907-2920, doi:10.1175/1520-0442(2002)015,2907:ASMOAC.2.0.CO;2.
12. Bretherton, C. S., M. E. Peters, and L. E. Back, 2004: Relationships between water vapor path and precipitation over the tropical oceans. J.Climate, 17, 1517-1528, doi:10.1175/1520-0442(2004)017,1517: RBWVPA.2.0.CO;2.
13. Bretherton, C. S., P. N. Blossey, and M. Khairoutdinov, 2005: An energybalance analysis of deep convective self-aggregation above uniform SST. J. Atmos. Sci., 62, 4273-4292, doi:10.1175/ JAS3614.1.
14. Charney, J. G., 1963: A note on large-scale motions in the tropics. J.Atmos. Sci., 20, 607-609, doi:10.1175/1520-0469(1963)020,0607: ANOLSM.2.0.CO;2.
15. Collins, W. D., and Coauthors, 2006: The formulation and atmospheric simulation of the Community Atmosphere Model version 3 (CAM3). J. Climate, 19, 2144-2161, doi:10.1175/ JCLI3760.1.
16. Donner, L. J., C. J. Seman, R. S. Hemler, and S. M. Fan, 2001: A cumulus parameterization including mass fluxes, convective vertical velocities, and mesoscale effects: Thermodynamic and hydrological aspects in a general circulation model. J. Climate, 14, 3444-3463, doi:10.1175/1520-0442(2001)014,3444: ACPIMF.2.0.CO;2.
17. Donner, L. J., and Coauthors, 2011: The dynamical core, physical parameterizations, and basic simulation characteristics of the atmospheric component AM3 of the GFDL global coupled model CM3. J. Climate, 24, 3484-3519, doi:10.1175/2011JCLI3955.1.
18. Emanuel, K. A., 1987: An air-sea interactionmodel of intraseasonal oscillations in the tropics. J. Atmos. Sci., 44, 2324-2340, doi:10.1175/1520-0469(1987)044,2324:AASIMO.2.0.CO;2.
19. Emanuel, K. A., J. D. Neelin, and C. S. Bretherton, 1994: On large-scale circulations in convecting atmospheres. Quart. J. Roy. Meteor. Soc., 120, 1111-1143, doi:10.1002/qj.49712051902.
20. Frierson, D. M. W., D. Kim, I.-S. Kang, M.-I. Lee, and J. Lin, 2011: Structure of AGCM-simulated convectively coupled Kelvin waves and sensitivity to convective parameterization. J. Atmos. Sci., 68, 26-45, doi:10.1175/2010JAS3356.1.
21. Fuchs, Z., and D. J. Raymond, 2002: Large-scale modes of a nonrotating atmosphere with water vapor and cloud- radiation feedbacks. J. Atmos. Sci., 59, 1669-1679, doi:10.1175/ 1520-0469(2002)059,1669:LSMOAN.2.0.CO;2.
22. Fuchs, Z., and D. J. Raymond, 2005: Large-scale modes in a rotating atmosphere with radiative-convective instability and WISHE. J. Atmos. Sci., 62, 4084-4094, doi:10.1175/JAS3582.1.
23. Haertel, P. T., G.N.Kiladis, A.Denno, and T.M. Rickenbach, 2008: Vertical-mode decompositions of 2-day waves and the Madden-Julian oscillation. J. Atmos. Sci., 65, 813-833, doi:10.1175/2007JAS2314.1.
24. Hannah, W. M., and E. D. Maloney, 2011: The role of moisture- convection feedbacks in simulating the Madden-Julian oscillation. J. Climate, 24, 2754-2770, doi:10.1175/2011JCLI3803.1.
25. Hannah, W. M., and E. D. Maloney, 2014: The moist static energy budget in NCAR CAM5 hindcasts during DYNAMO. J. Adv. Model. Earth Syst., doi:10.1002/2013MS000272, in press.
26. Held, I. M., and B. J. Hoskins, 1985: Large-scale eddies and the general circulation of the troposphere. Advances in Geophysics, Vol. 28, Academic Press, 3-31, doi:10.1016/ S0065-2687(08)60218-6.
27. Holloway, C. E., and J. D. Neelin, 2009: Moisture vertical structure, column water vapor, and tropical deep convection. J. Atmos. Sci., 66, 1665-1683, doi:10.1175/2008JAS2806.1.
28. Huffman, G. J., and Coauthors, 2007: The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. J. Hydrometeor., 8, 38-55, doi:10.1175/JHM560.1.
29. Hurrell, J. W., J. J. Hack, D. Shea, J. M. Caron, and J. Rosinski, 2008: A new sea surface temperature and sea ice boundary dataset for the Community Atmosphere Model. J. Climate, 21, 5145-5153, doi:10.1175/2008JCLI2292.1.
30. Inness, P. M., J. M. Slingo, E. Guilyardi, and J. Cole, 2003: Simulation of the Madden-Julian oscillation in a coupled general circulation model. Part II: The role of the basic state. J. Climate, 16, 365-382, doi:10.1175/1520-0442(2003)016,0365: SOTMJO.2.0.CO;2.
31. Khairoutdinov, M., D. Randall, and C. DeMott, 2005: Simulations of the atmospheric general circulation using a cloudresolving model as a superparameterization of physical processes. J. Atmos. Sci., 62, 2136-2154, doi:10.1175/ JAS3453.1.
32. Khairoutdinov, M., C. DeMott, and D. Randall, 2008: Evaluation of the simulated interannual and subseasonal variability in an AMIP-style simulation using the CSU Multiscale Modeling Framework. J. Climate, 21, 413-431, doi:10.1175/2007JCLI1630.1.
33. Kim, D., and Coauthors, 2009: Application of MJO simulation diagnostics to climate models. J. Climate, 22, 6413-6436, doi:10.1175/2009JCLI3063.1.
34. Kim, D., A. H. Sobel, E. D. Maloney, D. M. W. Frierson, and I.-S. Kang, 2011: A systematic relationship between intraseasonal variability and mean state bias in AGCM simulations. J. Climate, 24, 5506-5520, doi:10.1175/ 2011JCLI4177.1.
35. Kim, D., M.-I. Lee, D. Kim, S. Schubert, D. E. Waliser, and B. Tian, 2014a: Representation of tropical subseasonal variability of precipitation in global reanalyses. Climate Dyn., 43, 517-534, doi:10.1007/s00382-013-1890-x.
36. Kim, D., and Coauthors, 2014b: Process-oriented MJO simulation diagnostic: Moisture sensitivity of simulated convection. J. Climate, 27, 5379-5395, doi:10.1175/JCLI-D-13-00497.1.
37. Kiranmayi, L., and E. D. Maloney, 2011: Intraseasonal moist static energy budget in reanalysis data. J.Geophys. Res., 116, D21117, doi:10.1029/2011JD016031.
38. López Carrillo, C., and D. J. Raymond, 2005: Moisture tendency equations in a tropical atmosphere. J.Atmos. Sci., 62, 1601-1613, doi:10.1175/JAS3424.1.
39. Madden, R. A., and P. R. Julian, 1971: Detection of a 40-50 day oscillation in the zonal wind in the tropical Pacific. J. Atmos. Sci., 28, 702-708, doi:10.1175/1520-0469(1971)028,0702: DOADOI.2.0.CO;2.
40. Maloney, E. D., 2009: The moist static energy budget of a composite tropical intraseasonal oscillation in a climate model. J. Climate, 22, 711-729, doi:10.1175/ 2008JCLI2542.1.
41. Mapes, B. E., and J. T. Bacmeister, 2012: Diagnosis of tropical biases and the MJO from patterns in the MERRA analysis tendency fields. J. Climate, 25, 6202-6214, doi:10.1175/ JCLI-D-11-00424.1.
42. Moorthi, S., and M. J. Suarez, 1992: Relaxed Arakawa-Schubert: A parameterization of moist convection for general circulation models. Mon. Wea. Rev., 120, 978-1002, doi:10.1175/ 1520-0493(1992)120,0978:RASAPO.2.0.CO;2.
43. Neelin, J. D., and I. M. Held, 1987: Modeling tropical convergence based on the moist static energy budget. Mon. Wea. Rev., 115, 3-12, doi:10.1175/1520-0493(1987)115,0003: MTCBOT.2.0.CO;2.
44. Neelin, J. D., and J.-Y. Yu, 1994: Modes of tropical variability under convective adjustment and the Madden-Julian oscillation. Part I: Analytical theory. J. Atmos. Sci., 51, 1876-1894, doi:10.1175/ 1520-0469(1994)051,1876:MOTVUC.2.0.CO;2.
45. Neelin, J. D., and N. Zeng, 2000: A quasi-equilibrium tropical circulation model-Formulation. J. Atmos. Sci., 57, 1741-1766, doi:10.1175/ 1520-0469(2000)057,1741:AQETCM.2.0.CO;2.
46. Peters, M. E., Z. M. Kuang, and C. C. Walker, 2008: Analysis of atmospheric energy transport in ERA-40 and implications for simple models of the mean tropical circulation. J. Climate, 21, 5229-5241, doi:10.1175/2008JCLI2073.1.
47. Pritchard, M. S., and C. S. Bretherton, 2014: Causal evidence that rotational moisture advection is critical to the superparameterized Madden-Julian oscillation. J. Atmos. Sci., 71, 800-815, doi:10.1175/JAS-D-13-0119.1.
48. Raymond, D. J., 2000: Thermodynamic control of tropical rainfall. Quart. J. Roy. Meteor. Soc., 126, 889-898, doi:10.1002/ qj.49712656406.
49. Raymond, D. J., 2014: Sources and sinks of entropy in the atmosphere. J. Adv. Model. Earth Syst., doi:10.1002/2013MS000247, in press.
50. Raymond, D. J., and Z. Fuchs, 2007: Convectively coupled gravity and moisture modes in a simple atmospheric model. Tellus, 59A, 627- 640, doi:10.1111/j.1600-0870.2007.00268.x.
51. Raymond, D. J.,and S. L. Sessions, 2007: Evolution of convection during tropical cyclogenesis. Geophys. Res. Lett., 34, L06811, doi:10.1029/ 2006GL028607.
52. Raymond, D. J., and Z. Fuchs, 2009: Moisture modes and the Madden- Julian oscillation. J. Climate, 22, 3031-3046, doi:10.1175/ 2008JCLI2739.1.
53. Raymond, D. J., S. L. Sessions, and Z. Fuchs, 2007: A theory for the spinup of tropical depressions. Quart. J. Roy. Meteor. Soc., 133, 1743- 1754, doi:10.1002/qj.125.
54. Raymond, D. J., S. Sessions, A. Sobel, and Z. Fuchs, 2009: The mechanics of gross moist stability. J. Adv. Model. Earth Syst., 1(9), doi:10.3894/JAMES.2009.1.9.
55. Reynolds, R. W., N. A. Rayner, T. M. Smith, D. C. Stokes, and W. Wang, 2002: An improved in situ and satellite SST analysis for climate. J. Climate, 15, 1609-1625, doi:10.1175/ 1520-0442(2002)015,1609:AIISAS.2.0.CO;2.
56. Salby, M. L., and H. H. Hendon, 1994: Intraseasonal behavior of clouds, temperature, and motion in the tropics. J. Atmos. Sci., 51, 2207-2224, doi:10.1175/1520-0469(1994)051,2207: IBOCTA.2.0.CO;2.
57. Sessions, S. L., S. Sugaya, D. J. Raymond, and A. H. Sobel, 2010: Multiple equilibria in a cloud-resolving model using the weak temperature gradient approximation. J. Geophys. Res., 115, D12110, doi:10.1029/2009JD013376.
58. Sherwood, S. C., 1999: Convective precursors and predictability in the tropical western Pacific. Mon. Wea. Rev., 127, 2977-2991, doi:10.1175/1520-0493(1999)127,2977:CPAPIT.2.0.CO;2.
59. Sobel, A., and E. Maloney, 2012: An idealized semi-empirical framework for modeling the Madden-Julian oscillation. J. Atmos. Sci., 69, 1691-1705, doi:10.1175/JAS-D-11-0118.1.
60. Sobel, A., and E. Maloney, 2013: Moisture modes and the eastward propagation of the MJO. J. Atmos. Sci., 70, 187-192, doi:10.1175/ JAS-D-12-0189.1.
61. Sobel, A., J. Nilsson, and L. M. Polvani, 2001: The weak temperature gradient approximation and balanced tropical moisture waves. J. Atmos. Sci., 58, 3650-3665, doi:10.1175/ 1520-0469(2001)058,3650:TWTGAA.2.0.CO;2.
62. Sobel, A., G. Bellon, and J. Bacmeister, 2007: Multiple equilibria in a single-column model of the tropical atmosphere. Geophys. Res. Lett., 34, L22804, doi:10.1029/2007GL031320.
63. Sobel, A., E. D. Maloney, G. Bellon, and D. M. Frierson, 2010: Surface fluxes and tropical intraseasonal variability: A reassessment. J. Adv. Model. Earth Syst., 2(2), doi:10.3894/JAMES.2010.2.2.
64. Su, H., and J. D. Neelin, 2002: Teleconnection mechanisms for tropical Pacific descent anomalies during El Niño. J. Atmos. Sci., 59, 2694-2712, doi:10.1175/1520-0469(2002)059,2694: TMFTPD.2.0.CO;2.
65. Sugiyama, M., 2009: The moisture mode in the quasi-equilibrium tropical circulation model. Part I: Analysis based on the weak temperature gradient approximation. J. Atmos. Sci., 66, 1507- 1523, doi:10.1175/2008JAS2690.1.
66. Tokioka, T.,K.Yamazaki, A. Kitoh, and T.Ose, 1988: The equatorial 30-60 day oscillation and the Arakawa-Schubert penetrative cumulus parameterization. J. Meteor. Soc. Japan, 66, 883-901.
67. Waliser, D., and Coauthors, 2009: MJO simulation diagnostics. J. Climate, 22, 3006-3030, doi:10.1175/2008JCLI2731.1.
68. Wang, B., 1988: Dynamics of tropical low-frequency waves: An analysis of the moist Kelvin wave. J. Atmos. Sci., 45, 2051-2065, doi:10.1175/1520-0469(1988)045,2051: DOTLFW.2.0.CO;2.
69. Wang, B., and H. Rui, 1990: Dynamics of the coupled moist Kelvin- Rossby wave on an equatorial b-plane. J. Atmos. Sci., 47, 397-413, doi:10.1175/1520-0469(1990)047,0397: DOTCMK.2.0.CO;2.
70. Wang, S., and A. H. Sobel, 2011: Response of convection to relative sea surface temperature: Cloud-resolving simulations in two and three dimensions. J. Geophys. Res., 116, D11119, doi:10.1029/2010JD015347.
71. Wang, S., and A. H. Sobel, 2012: Impact of imposed drying on deep convection in a cloud-resolving model. J. Geophys. Res., 117, D02112, doi:10.1029/2011JD016847.
72. Wheeler, M., and G. N. Kiladis, 1999: Convectively coupled equatorial waves: Analysis of clouds and temperature in the wavenumber-frequency domain. J. Atmos. Sci., 56, 374-399, doi:10.1175/1520-0469(1999)056,0374:CCEWAO.2.0.CO;2.
73. Yu, L. S., and R. A. Weller, 2007: Objectively analyzed air-sea heat fluxes for the global ice-free oceans (1981-2005). Bull. Amer. Meteor. Soc., 88, 527-539, doi:10.1175/BAMS-88-4-527.
74. Zhang, C., 2005: Madden-Julian Oscillation. Rev. Geophys., 43, RG2003, doi:10.1029/2004RG000158.
75. Zhang, C., M. Dong, S. Gualdi, H. H. Hendon, E. D. Maloney, A. Marshall, K. R. Sperber, and W. Wang, 2006: Simulations of the Madden-Julian oscillation in four pairs of coupled and uncoupled global models. Climate Dyn., 27, 573-592, doi:10.1007/s00382-006-0148-2.
76. Zhang, G. J., 2002: Convective quasi-equilibrium in midlatitude continental environment and its effect on convective parameterization. J. Geophys. Res., 107, 4220, doi:10.1029/ 2001JD001005.
77. Zhang, G. J., and N. A. McFarlane, 1995: Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate center general circulation model. Atmos.-Ocean, 33, 407-446, doi:10.1080/ 07055900.1995.9649539.