Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part II: Attribution to Changes in Cloud Amount, Altitude, and Optical Depth

AbstractCloud radiative kernels and histograms of cloud fraction, both as functions of cloud-top pressure and optical depth, are used to quantify cloud amount, altitude, and optical depth feedbacks. The analysis is applied to doubled-CO2 simulations from 11 global climate models in the Cloud Feedback Model Intercomparison Project.Global, annual, and ensemble mean longwave (LW) and shortwave (SW) cloud feedbacks are positive, with the latter nearly twice as large as the former. The robust increase in cloud-top altitude in both the tropics and extratropics is the dominant contributor to the positive LW cloud feedback. The negative impact of reductions in cloud amount offsets more than half of the positive impact of rising clouds on LW cloud feedback, but the magnitude of compensation varies considerably across the models. In contrast, robust reductions in cloud amount make a large and virtually unopposed positive contribution to SW cloud feedback, though the intermodel spread is greater than for any other i...

[1]  T. Mcnelley,et al.  Temperature dependence of , 1993, Metallurgical and Materials Transactions A.

[2]  Christopher P. Weaver,et al.  Efficiency of storm tracks an important climate parameter? The role of cloud radiative forcing in poleward heat transport , 2003 .

[3]  S. Twomey The Influence of Pollution on the Shortwave Albedo of Clouds , 1977 .

[4]  G. North,et al.  Test of the Fixed Anvil Temperature Hypothesis , 2012 .

[5]  George Tselioudis,et al.  Temperature Dependence of Low Cloud Optical Thickness in the GISS GCM: Contributing Mechanisms and Climate Implications , 1998 .

[6]  S. Bony,et al.  On dynamic and thermodynamic components of cloud changes , 2004 .

[7]  I. Musat,et al.  On the contribution of local feedback mechanisms to the range of climate sensitivity in two GCM ensembles , 2006 .

[8]  S. Bony,et al.  Combining ERBE and ISCCP data to assess clouds in the Hadley Centre, ECMWF and LMD atmospheric climate models , 2001 .

[9]  Minghua Zhang,et al.  Evaluation of Clouds and Their Radiative Effects Simulated by the NCAR Community Atmospheric Model Against Satellite Observations , 2004 .

[10]  R. Cess Global climate change: an investigation of atmospheric feedback mechanisms , 1975 .

[11]  R. Somerville Cloud optical thickness feedbacks in the CO2 climate problem , 1984 .

[12]  W. Landman Climate change 2007: the physical science basis , 2010 .

[13]  S. Manabe,et al.  Cloud Feedback Processes in a General Circulation Model , 1988 .

[14]  S. Bony,et al.  How Well Do We Understand and Evaluate Climate Change Feedback Processes , 2006 .

[15]  Jeffrey H. Yin,et al.  A consistent poleward shift of the storm tracks in simulations of 21st century climate , 2005 .

[16]  Dennis L. Hartmann,et al.  An important constraint on tropical cloud ‐ climate feedback , 2002 .

[17]  Z. X. Li,et al.  Interpretation of Cloud-Climate Feedback as Produced by 14 Atmospheric General Circulation Models , 1989, Science.

[18]  B. McAvaney,et al.  A study of general circulation model climate feedbacks determined from perturbed sea surface temperature experiments , 1997 .

[19]  Steven J. Ghan,et al.  An Analysis of Cloud Liquid Water Feedback and Global Climate Sensitivity in a General Circulation Model , 1992 .

[20]  Paul J. Kushner,et al.  Southern Hemisphere Atmospheric Circulation Response to Global Warming , 2001 .

[21]  George C. Craig,et al.  Sensitivity of Tropical Convection to Sea Surface Temperature in the Absence of Large-Scale Flow , 1999 .

[22]  Yoko Tsushima,et al.  Importance of the mixed-phase cloud distribution in the control climate for assessing the response of clouds to carbon dioxide increase: a multi-model study , 2006 .

[23]  G. Paltridge Cloud‐radiation feedback to climate , 1980 .

[24]  William B. Rossow,et al.  Global, multiyear variations of optical thickness with temperature in low and cirrus clouds , 1994 .

[25]  Stephen H. Schneider,et al.  Climate modeling , 1987 .

[26]  S. Klein,et al.  Validation and Sensitivities of Frontal Clouds Simulated by the ECMWF Model , 1999 .

[27]  B. Soden,et al.  An Assessment of Climate Feedbacks in Coupled Ocean–Atmosphere Models , 2006 .

[28]  Fu-Lung Chang,et al.  Relationships between Marine Stratus Cloud Optical Depth and Temperature: Inferences from AVHRR Observations , 2007 .

[29]  G. Vecchi,et al.  The vertical distribution of cloud feedback in coupled ocean‐atmosphere models , 2011 .

[30]  Stephen A. Klein,et al.  Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part I: Cloud Radiative Kernels , 2012 .

[31]  M. Schlesinger,et al.  Negative or positive cloud optical depth feedback? , 1988, Nature.

[32]  Paul J. Valdes,et al.  Storm tracks in a high‐resolution GCM with doubled carbon dioxide , 1994 .

[33]  Inez Y. Fung,et al.  Climate Sensitivity: Analysis of Feedback Mechanisms , 2013 .

[34]  George Tselioudis,et al.  Global Patterns of Cloud Optical Thickness Variation with Temperature and the Implications for Climate Change. , 1992 .

[35]  S. Bony,et al.  Comparing clouds and their seasonal variations in 10 atmospheric general circulation models with satellite measurements , 2005 .

[36]  Johannes Quaas,et al.  Global mean cloud feedbacks in idealized climate change experiments , 2006 .

[37]  Mark D. Zelinka,et al.  Why is longwave cloud feedback positive , 2010 .

[38]  K. Trenberth,et al.  Simulation of Present-Day and Twenty-First-Century Energy Budgets of the Southern Oceans , 2010 .

[39]  Dennis L. Hartmann,et al.  Testing the Fixed Anvil Temperature Hypothesis in a Cloud-Resolving Model , 2007 .

[40]  Robert M. Chervin,et al.  Cloudiness as a Climatic Feedback Mechanism: Effects on Cloud Amounts of Prescribed Global and Regional Surface Temperature Changes in the NCAR GCM , 1978 .

[41]  R. Colman,et al.  A comparison of climate feedbacks in general circulation models , 2003 .

[42]  D. Hartmann,et al.  Testing the Role of Radiation in Determining Tropical Cloud-Top Temperature , 2012 .

[43]  Eric DeWeaver,et al.  Tropopause height and zonal wind response to global warming in the IPCC scenario integrations , 2007 .

[44]  R. Sausen,et al.  Contributions of Anthropogenic and Natural Forcing to Recent Tropopause Height Changes , 2003, Science.

[45]  G. W. Paltridge,et al.  Radiation Profiles in Extended Water Clouds. III: Observations , 1978 .

[46]  J. Hansen,et al.  Greenhouse effect of trace gases, 1970‐1980 , 1981 .

[47]  Mark D. Zelinka,et al.  Climate Feedbacks and Their Implications for Poleward Energy Flux Changes in a Warming Climate , 2011 .

[48]  Lorraine A. Remer,et al.  Cloud optical thickness feedbacks in the CO2 climate problem , 1984 .

[49]  Harshvardhan,et al.  Thermodynamic constraint on the cloud liquid water feedback in climate models , 1987 .

[50]  S. Vavrus,et al.  Simulations of 20th and 21st century Arctic cloud amount in the global climate models assessed in the IPCC AR4 , 2009 .

[51]  Graeme L. Stephens,et al.  Radiation Profiles in Extended Water Clouds. II: Parameterization Schemes , 1978 .

[52]  S. Bony,et al.  Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models , 2005 .

[53]  M. Webb,et al.  A quantitative performance assessment of cloud regimes in climate models , 2009 .

[54]  J. Mitchell,et al.  C02 and climate: a missing feedback? , 1989, Nature.

[55]  U. Lohmann Marine Boundary Layer Clouds , 2013 .

[56]  John F. B. Mitchell,et al.  Carbon Dioxide and Climate. The Impact of Cloud Parameterization , 1993 .

[57]  Brian J. Soden,et al.  Quantifying Climate Feedbacks Using Radiative Kernels , 2008 .

[58]  E. Roeckner,et al.  Cloud optical depth feedbacks and climate modelling , 1987, Nature.

[59]  Leon D. Rotstayn,et al.  Climate feedbacks in a general circulation model incorporating prognostic clouds , 2001 .

[60]  Gerald G. Mace,et al.  The Composite Characteristics of Cirrus Clouds: Bulk Properties Revealed by One Year of Continuous Cloud Radar Data , 2001 .

[61]  Stephen H. Schneider,et al.  Cloudiness as a Global Climatic Feedback Mechanism: The Effects on the Radiation Balance and Surface Temperature of Variations in Cloudiness , 1972 .

[62]  Mark D. Zelinka,et al.  The observed sensitivity of high clouds to mean surface temperature anomalies in the tropics , 2010 .

[63]  John F. B. Mitchell,et al.  Intercomparison and interpretation of climate feedback processes in 19 atmospheric general circulation models , 1990 .

[64]  Julio T. Bacmeister,et al.  A comparison of low-latitude cloud properties and their response to climate change in three AGCMs sorted into regimes using mid-tropospheric vertical velocity , 2006 .

[65]  Huei-Ping Huang,et al.  Changes in storm tracks and energy transports in a warmer climate simulated by the GFDL CM2.1 model , 2011 .

[66]  Syukuro Manabe,et al.  Cloud cover and climate sensitivity. , 1980 .

[67]  Robert D. Cess,et al.  Radiative transfer due to atmospheric water vapor: Global considerations of the earth's energy balance , 1974 .