A mixed-layer model perspective on stratocumulus steady states in a perturbed climate

Quarterly Journal of the Royal Meteorological Society

Volumn 140, Issue 684, 2014, Pages 2119-2131

  Gesso, S Dal ^a   Siebesma, A P ^a,b   de Roode, S R ^b   van Wessem, J M ^c  

^a ROYAL NETHERLANDS METEOROLOGICAL INSTITUTE KNMI   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^c UTRECHT UNIVERSITY   (Netherlands)

Author keywords

Atmospheric boundary layer; Climate change; Cloud climate feedback; Entrainment parametrization; Mixed layer model; Phase space analysis; Steady states; Stratocumulus

Indexed keywords

ATMOSPHERIC BOUNDARY LAYER; ATMOSPHERIC HUMIDITY; CLIMATE CHANGE; CLOUDS; LARGE EDDY SIMULATION; OCEANOGRAPHY; PHASE SPACE METHODS; SURFACE WATERS; TROPOSPHERE;

CLOUD CLIMATE FEEDBACK; MIXED-LAYER MODELS; PARAMETRIZATIONS; PHASE-SPACE ANALYSIS; STEADY STATE; STRATOCUMULUS;

CLIMATE MODELS;

EID: 84922897105     PISSN: 00359009     EISSN: 1477870X     Source Type: Journal    
DOI: 10.1002/qj.2282     Document Type: Article

References (37)

1. Albrecht BA, Bretherton CS, Johnson D, Schubert WH, Frisch AS. 1995. The Atlantic Stratocumulus Transition Experiment, ASTEX. Bull. Am. Meteorol. Soc. 76: 889-904.
2. Bellon G, Stevens B. 2012. Using the sensitivity of large-eddy simulations to evaluate atmospheric boundary-layer models. J. Atmos. Sci. 69: 1582-1601.
3. Blossey PN, Bretherton CS, Zhang M, Cheng A, Endo S, Heus T, Liu Y, Lock AP, de Roode SR, Xu KM. 2013. Marine low-cloud sensitivity to an idealized climate change: The CGILS LES intercomparison. J. Adv. Model. Earth Syst. 5: 234-258, doi: 10.1002/jame.20025.
4. Bony S, Dufresne J. 2005. Marine boundary-layer clouds at the heart of tropical cloud feedback uncertainties in climate models. Geophys. Res. Lett. 32: L20806, doi: 10.1029/2005GL023851.
5. Bretherton CS, Uchida J, Blossey PN. 2010. Slow manifolds and multiple equilibria in stratocumulus-capped boundary layers. J. Adv. Model. Earth Syst. 2: 14, doi: 10.3894/jame.2010.2.14.
6. Bretherton CS, Blossey PN, Jones C. 2013. Mechanisms of marine low cloud sensitivity to idealized climate perturbations: a single-LES exploration extending the CGILS cases. J. Adv. Model. Earth Syst. 5: 316-337, doi: 10.1002/jame.20019.
7. Brient F, Bony S. 2012. Interpretation of the positive low-cloud feedback predicted by a climate model under global warming. Clim. Dyn. 40: 2415-2431.
8. Caldwell P, Bretherton C. 2009. Response of a subtropical stratocumulus-capped mixed layer to climate and aerosol changes. J. Clim. 22: 20-38.
9. Caldwell P, Zhang Y, Klein S. 2012. CMIP3 subtropical stratocumulus cloud feedback interpreted through a mixed-layer model. J. Clim. 26: 1607-1625.
10. Christensen MW, Carrió GG, Stephens GL, Cotton WR. 2013. Radiative impacts of free-tropospheric clouds on the properties of marine stratocumulus. J. Atmos. Sci. 70: 3102-3118.
11. Fouquart Y. 1988. Radiative transfer in climate models. In Physically-Based Modelling and Simulation of Climate and Climatic Change (Part I and II), Schlesinger ME. (ed.) NATO ASI Series C 243: 223-283. Kluwer Adademic: Dordrecht, the Netherlands.
12. Klein S, Hartmann D. 1993. The seasonal cycle of low stratiform clouds. J. Clim. 6: 1587-1606.
13. Lewellen D, Lewellen W. 1998. Large-eddy boundary-layer entrainment. J. Atmos. Sci. 55: 2645-2665.
14. Lilly D. 1968. Models of cloud-topped mixed layers under a strong inversion. Q. J. R. Meteorol. Soc. 94: 292-309.
15. Lock AP. 1998. The parametrization of entrainment in cloudy boundary layers. Q. J. R. Meteorol. Soc. 124: 2729-2753.
16. Manins P, Turner J. 1978. The relation between the flux ratio and energy ratio in convectively mixed layers. Q. J. R. Meteorol. Soc. 104: 39-44.
17. McCaa J, Bretherton CS. 2004. A new parameterization for shallow cumulus convection and its application to marine subtropical cloud-topped boundary layers. Part 2: Regional simulations of marine boundary-layer clouds. Mon. Weather Rev. 132: 883-896.
18. Morcrette J-J. 1991. Radiation and cloud radiative properties in the European Centre for Medium-range Weather Forecasts forecasting system. J. Geophys. Res. 96: 9121-9132.
19. Nicholls S, Turton J. 1986. An observational study of the structure of stratiform cloud sheets: Part II. Entrainment. Q. J. R. Meteorol. Soc. 112: 461-480.
20. Randall D. 1980. Conditional instability of the first kind upside-down. J. Atmos. Sci. 37: 125-130.
21. Rieck M, Nuijens L, Stevens B. 2012. Marine boundary layer cloud feedbacks in a constant relative humidity atmosphere. J. Atmos. Sci. 69: 2538-2550.
22. Ringer M, McAvaney B, Andronova N, Buja L, Esch M, Ingram W, Li B, Quaas J, Roeckner E, Senior C, Soden BJ, Volodin EM, Webb MJ, Williams KD. 2006. Global mean cloud feedbacks in idealized climate change experiments. Geophys. Res. Lett. 33: L07718, doi: 10.1029/2005GL025370.
23. de Roode SR, Siebesma AP, Gesso SD, Jonker HJJ, Schalkwijk J, Sival J. 2014. The stratocumulus response to a single perturbation in cloud controlling factors. J. Clim. (In press).
24. Siebesma AP, Jakob C, Lenderink G, Neggers R, Teixeira J, Van Meijgaard E, Calvo J, Chlond A, Grenier H, Jones C, Köhler M, Kitagawa H, Marquet P, Lock AP, Müller F, Olmeda D, Severijns C. 2004. Cloud representation in general-circulation models over the Northern Pacific Ocean: A EUROCS intercomparison study. Q. J. R. Meteorol. Soc. 130: 3245-3267.
25. Stage S, Businger J. 1981. A model for entrainment into a cloud-topped marine boundary layer. Part 1: Model description and application to a cold-air outbreak episode. J. Atmos. Sci. 38: 2213-2229.
26. Stevens B. 2002. Entrainment in stratocumulus-topped mixed layers. Q. J. R. Meteorol. Soc. 128: 2663-2690.
27. Stevens B. 2006. Bulk boundary-layer concepts for simplified models of tropical dynamics. Theor. Comput. Fluid Dyn. 20: 279-304.
28. Teixeira J, Cardoso S, Bonazzola M, Cole J, DelGenio A, DeMott C, Franklin C, Hannay C, Jakob C, Jiao Y, Karlsson J, Kitagawa H, Köhler M, Kuwano-Yoshida A, LeDrian C, Li J, Lock AP, Miller MJ, Marquet P, Martins J, Mechoso CR, van Meijgaard E, Meinke I, Miranda PMA, Mironov D, Neggers R, Pan HL, Randall DA, Rasch PJ, Rockel B, Rossow WB, Ritter B, Siebesma AP, Soares PMM, Turk FJ, Vaillancourt PA, Von Engeln A, Zhao M. 2011. Tropical and subtropical cloud transitions in weather and climate prediction models: The GCSS/WGNE Pacific cross-section intercomparison (GPCI). J. Clim. 24: 5223-5256.
29. Turner JS. 1973. Buoyancy Effects in Fluids. Cambridge University Press: Cambridge, UK.
30. Uchida J, Bretherton C, Blossey P. 2010. The sensitivity of stratocumulus-capped mixed layers to cloud droplet concentration: Do LES and mixed-layer models agree? Atmos. Chem. Phys. 10: 4097-4109.
31. Webb M, Lambert F, Gregory J. 2012. Origins of differences in climate sensitivity, forcing and feedback in climate models. Clim. Dyn. 38: 1545-1559, doi: 10.1007/s00382-011-1283-y.
32. Wood R, Bretherton C. 2004. Boundary-layer depth, entrainment, and decoupling in the cloud-capped subtropical and tropical marine boundary layer. J. Clim. 17: 3576-3588.
33. van Zanten M, Duynkerke P, Cuijpers J. 1999. Entrainment parameterization in convective boundary layers. J. Atmos. Sci. 56: 813-828.
34. Zhang M, Bretherton C. 2008. Mechanisms of low cloud-climate feedback in idealized single-column simulations with the community atmospheric model, version 3 (CAM3). J. Clim. 21: 4859-4878.
35. Zhang Y, Stevens B, Ghil M. 2005. On the diurnal cycle and susceptibility to aerosol concentration in a stratocumulus-topped mixed layer. Q. J. R. Meteorol. Soc. 131: 1567-1583.
36. Zhang Y, Stevens B, Medeiros B, Ghil M. 2009. Low-cloud fraction, lower-tropospheric stability, and large-scale divergence. J. Clim. 22: 4827-4844.
37. Zhang M, Bretherton CS, Blossey PN, Austin PH, Bacmeister JT, Bony S, Brient F, Cheedela SK, Cheng A, Del Genio AD, de Roode SR, Endo S, Franklin CN, Golaz J-C, Hannay C, Heus T, Isotta FA, Dufresne J-L, Kang I-S, Kawai H, Köhler M, Larson VE, Liu Y, Lock AP, Lohman U, Khairoutdinov MF, Molod AM, Neggers RAJ, Rasch P, Sandu I, Senkbeil R, Siebesma AP, Siegenthaler-Le Drian C, Stevens B, Suarez MJ, Xu K-M, von Salzen K, Webb MJ, Wolf A, Zhao M. 2013. CGILS: Results from the first phase of an international project to understand the physical mechanisms of low-cloud feedbacks in general circulation models. J. Adv. Model. Earth Syst., doi:10.1002/2013MS000246.