Research reported in this paper has been supported by DOE Grant DE-FG03-00ER62904 and NSF Grant ATM-9907924.
Alexander, R. C., , and R. L. Mobley, 1976: Monthly average sea-surface temperatures and ice pack limits on a global grid. Mon. Wea. Rev., 104 , 143–148.
Arakawa, A., 1975: Modeling clouds and cloud processes for use in climate models. The Physical Basis of Climate and Climate Modeling, GARP Publishing Series, Vol. 16, WMO, 181–197.
Arakawa, A., , and W. H. Schubert, 1974: Interaction of a cumulus cloud ensemble with the large-scale environment, Part I. J. Atmos. Sci., 31 , 674–701.
Boer, G. J., and Coauthors. 1992: Some results from an intercomparison of the climates simulated by 14 atmospheric general circulation models. J. Geophys. Res., 97 , 12771–12786.
Bony, S., , and K. Emanuel, 2001: A parameterization of the cloudiness associated with cumulus convection: Evaluation using TOGA COARE data. J. Atmos. Sci., 58 , 3158–3183.
Cess, R. D., , M. H. Zhang, , B. A. Wielicki, , D. F. Young, , X-L. Zhou, , and Y. Nikitenko, 2001: The influence of the 1998 El Niño upon cloud–radiative forcing over the Pacific warm pool. J. Climate, 14 , 2129–2137.
Chelliah, M., , and P. Arkin, 1992: Large-scale variability of monthly outgoing longwave radiation anomalies over the global Tropics. J. Climate, 5 , 371–389.
Chou, M. D., , M. J. Suarez, , C. H. Ho, , M. M-H. Yan, , and K-T. Lee, 1998: Parameterizations for cloud overlapping and shortwave single-scattering properties for use in general circulation and cloud ensemble models. J. Climate, 11 , 202–214.
Coakley Jr., J. A., , and P. Chylek, 1975: The two-stream approximation in radiative transfer: Including the angle of the incident radiation. J. Atmos. Sci., 32 , 409–418.
Collins, W. D., 2001: Parameterization of generalized cloud overlap for radiative calculations in general circulation models. J. Atmos. Sci., 58 , 3224–3242.
Deardorff, J. W., 1972: Parameterization of the planetary boundary layer for use in general circulation models. Mon. Wea. Rev., 100 , 93–106.
Dorman, J. L., , and P. J. Sellers, 1989: A global climatology of albedo, roughness length and stomatal resistance for atmospheric general circulation models as represented by the Simple Biosphere model (SiB). J. Appl. Meteor., 28 , 833–855.
Fu, Q., 1991: Parameterization of radiative processes in vertically nonhomogeneous multiple scattering atmospheres. Ph.D. dissertation, University of Utah, 259 pp.
Fu, Q., 1996: An accurate parameterization of the solar radiative properties of cirrus clouds for climate models. J. Climate, 9 , 2058–2082.
Fu, Q., , and K. N. Liou, 1992: On the correlated k-distribution method for radiative transfer in nonhomogeneous atmospheres. J. Atmos. Sci., 49 , 2139–2156.
Fu, Q., , K. N. Liou, , M. C. Cribb, , T. P. Charlock, , and A. Grossman, 1997: Multiple scattering parameterization in thermal infrared radiative transfer. J. Atmos. Sci., 54 , 2799–2812.
Geleyn, J-F., , and A. Hollingsworth, 1979: An economical analytical method for the computation of the interaction between scattering and line absorption of radiation. Beitr. Phys. Atmos., 52 , 1–16.
Gu, Y., , and K. N. Liou, 2000: Interactions of radiation, microphysics, and turbulence in the evolution of cirrus clouds. J. Atmos. Sci., 57 , 2463–2479.
Gu, Y., , and K. N. Liou, 2001: Radiation parameterization for three-dimensional inhomogeneous cirrus clouds: Application to climate models. J. Climate, 14 , 2443–2457.
Harshvardhan, , R. Davies, , D. A. Randall, , and T. G. Corsetti, 1987: A fast radiation parameterization of atmospheric circulation models. J. Geophys. Res., 92 , 1009–1016.
Hense, A., , and E. Heise, 1984: A sensitivity study of cloud parameterizations in general circulation models. Beitr. Phys. Atmos., 57 , 240–258.
Heymsfield, A. J., , and C. M. R. Platt, 1984: A parameterization of the particle size spectrum of ice clouds in terms of the ambient temperature and ice water content. J. Atmos. Sci., 41 , 846–855.
Johnson, D. R., 1997: “General coldness of climate models” and the second law: Implications for modeling the earth system. J. Climate, 10 , 2826–2846.
Köhler, M., 1999: Explicit prediction of ice clouds in general circulation models. Ph.D. dissertation, University of California, Los Angeles, 167 pp.
Li, J-L. F., , M. Köhler, , J. D. Farrara, , and C. R. Mechoso, 2002: The impact of stratocumulus cloud radiative properties on surface heat fluxes simulated with a general circulation model. Mon. Wea. Rev., 130 , 1433–1441.
Liang, X-Z., , and W-C. Wang, 1997: Cloud overlap effects on general circulation model climate simulations. J. Geophys. Res., 102 , 11039–11047.
Liou, K. N., 1986: Influence of cirrus clouds on weather and climate processes: A global perspective. Mon. Wea. Rev., 114 , 1167–1199.
Liou, K. N., , Q. Fu, , and T. P. Ackerman, 1988: A simple formulation of the delta-four-stream approximation for radiative transfer parameterizations. J. Atmos. Sci., 45 , 1940–1947.
Lord, S. J., , H. E. Willoughby, , and J. M. Piotrowicz, 1984: Role of a parameterized ice-phase microphysics in an axisymmetric nonhydrostatic tropical cyclone model. J. Atmos. Sci., 41 , 2836–2848.
Manabe, S., , and R. Strickler, 1964: Thermal equilibrium of the atmospheres with a convective adjustment. J. Atmos. Sci., 21 , 361–385.
Pan, D-M., , and D. A. Randall, 1998: A cumulus parametrization with a prognostic closure. Quart. J. Roy. Meteor. Soc., 124 , 949–981.
Ramanathan, V., , E. J. Pitcher, , R. C. Malone, , and M. L. Blackmon, 1983: The response of a spectral general circulation model to refinements in radiative processes. J. Atmos. Sci., 40 , 605–630.
Randall, D. A., 1976: The interaction of the planetary boundary layers with large-scale circulations. Ph.D. dissertation, University of California, Los Angeles, 247 pp.
Randall, D. A., , Harshvardhan, , D. A. Dazlich, , and T. G. Corsetti, 1989: Interactions among radiation, convection, and large-scale dynamics in a general circulation model. J. Atmos. Sci., 46 , 1943–1970.
Rayner, N. A., , C. K. Folland, , D. E. Parker, , and E. B. Horton, 1995: A new global sea-ice and sea surface temperature (GISST) data set for 1903–1994 for forcing climate models. Hadley Centre, Met Office, Internal Note No. 69, 14 pp.
Sasamori, T., 1975: A statistical model for stationary atmospheric cloudiness, liquid water content, and rate of precipitation. Mon. Wea. Rev., 103 , 1037–1049.
Slingo, A., , and J. M. Slingo, 1988: The response of a general circulation model to cloud longwave radiative forcing. Part I: Introduction and initial experiments. Quart J. Roy. Meteor. Soc., 114 , 1027–1062.
Slingo, A., , and J. M. Slingo, 1991: Response of the National Center for Atmospheric Research community climate model to improvements in the representation of clouds. J. Geophys. Res., 96 , 15341–15347.
Slingo, J. M., 1980: A cloud parameterization scheme derived from GATE data for use with a numerical model. Quart. J. Roy. Meteor. Soc., 106 , 747–770.
Smagorinsky, J., 1960: On the dynamical prediction of large-scale condensation by numerical methods. Geophys. Monogr., No. 5, Amer. Geophys. Union, 71–78.
Smith, T. M., , and R. W. Reynolds, 1998: A high-resolution global sea surface temperature climatology for the 1961–90 base period. J. Climate, 11 , 3320–3323.
Suarez, M. J., , A. Arakawa, , and D. A. Randall, 1983: The parameterization of the planetary boundary layer in the UCLA general circulation model: Formulation and results. Mon. Wea. Rev., 111 , 2224–2243.
Sundqvist, H., 1978: A parameterization scheme for non-convective condensation including prediction of cloud water content. Quart. J. Roy. Meteor. Soc., 104 , 677–690.
Trenberth, K. E., , G. W. Branstator, , D. Karoly, , A. Kumar, , N-C. Lau, , and C. Ropelewski, 1998: Progress during TOGA in understanding and modeling global teleconnections associated with tropical sea surface temperatures. J. Geophys. Res., 103 , 14291–14324.
Wu, T., , W. R. Cotton, , and W. Y. Y. Cheng, 2000: Radiative effects on the diffusional growth of ice particles in cirrus clouds. J. Atmos. Sci., 57 , 2892–2904.
Xu, K-M., , and S. K. Krueger, 1991: Evaluation of cloudiness parameterizations using a cumulus ensemble model. Mon. Wea. Rev., 119 , 342–367.
Xu, K-M., , and D. A. Randall, 1996a: A semiempirical cloudiness parameterization for use in climate models. J. Atmos. Sci., 53 , 3084–3102.
Xu, K-M., , and D. A. Randall, 1996b: Evaluation of statistically based cloudiness parameterizations used in climate models. J. Atmos. Sci., 53 , 3103–3119.