Indirect forcing by anthropogenic aerosols: A global climate model calculation of the effective‐radius and cloud‐lifetime effects

A global climate model (GCM) that includes a physically based cloud scheme is used to calculate the indirect radiative forcing due to the modification of liquid-water cloud properties by anthropogenic aerosols. The distribution of cloud-droplet number concentration Nd required by the cloud scheme is estimated empirically from monthly mean fields of sulfate mass generated by a chemical transport model. The effects of anthropogenic changes in Nd are considered in the calculation of precipitation (the “cloud-lifetime” effect) and of the droplet effective radius used in the shortwave and longwave radiation schemes (the “effective-radius” effect). The modeled cloud-droplet effective radii for present-day conditions agree quite well with satellite-retrieved values, although the land-ocean and hemispheric contrasts are weaker in the model than in the observations. The total indirect forcing is −2.1 W m−2, including a small longwave forcing of +0.1 W m−2. The forcing results from a 1% increase in cloudiness, a 6% increase in liquid water path, and a 7% decrease in droplet effective radius. The breakdown of the total indirect forcing into the effective-radius and cloud-lifetime effects is estimated by performing separate GCM experiments in which each effect is included individually. The estimated forcings due to the effective-radius and cloud-lifetime effects are −1.2 and −1.0 W m−2, respectively. The calculated forcings show some sensitivity to the autoconversion threshold, the sulfate-Nd relation, and the vertical distribution of sulfate, but in each case the cloud-lifetime forcing is at least 25% of the total indirect forcing. These results suggest that the cloud-lifetime effect should not be ignored in future calculations of the indirect forcing due to anthropogenic aerosols.

[1]  Richard C. Miake-Lye,et al.  Subsonic aircraft: Contrail and cloud effects special study (SUCCESS) , 1998 .

[2]  R. Smith A scheme for predicting layer clouds and their water content in a general circulation model , 1990 .

[3]  U. Lohmann,et al.  Impact of sulfate aerosols on albedo and lifetime of clouds: A sensitivity study with the ECHAM4 GCM , 1997 .

[4]  M. Tiedtke Parameterization of Cumulus Convection in Large-Scale Models , 1988 .

[5]  S. Ghan,et al.  A parameterization of cloud droplet nucleation part I: single aerosol type , 1993 .

[6]  Stephen B. Fels,et al.  The simplified exchange method revisited: An accurate, rapid method for computation of infrared cooling rates and fluxes , 1991 .

[7]  D. Randall,et al.  A Semiempirical Cloudiness Parameterization for Use in Climate Models , 1996 .

[8]  D. Rogers Comments on `Quantifying and minimizing uncertainty of climate forcing by anthropogenic aerosols` , 1994 .

[9]  Joyce E. Penner,et al.  An assessment of the radiative effects of anthropogenic sulfate , 1997 .

[10]  J. H. Seinfeld,et al.  Kinetic limitations on droplet formation in clouds , 1997, Nature.

[11]  U. Lohmann,et al.  The atmospheric sulfur cycle in ECHAM-4 and its impact on the shortwave radiation , 1997 .

[12]  K. Taylor,et al.  Model test of CCN-cloud albedo climate forcing , 1990 .

[13]  J. Lelieveld,et al.  Simulation of global sulfate distribution and the influence on effective cloud drop radii with a coupled photochemistry sulfur cycle model , 1998 .

[14]  J. Penner,et al.  Quantifying and minimizing uncertainty of climate forcing by anthropogenic aerosols , 1994 .

[15]  D. W. Johnson,et al.  The Measurement and Parameterization of Effective Radius of Droplets in Warm Stratocumulus Clouds , 1994 .

[16]  L. Rotstayn A physically based scheme for the treatment of stratiform clouds and precipitation in large‐scale models. II: Comparison of modelled and observed climatological fields , 1998 .

[17]  J. Penner,et al.  Global Emissions and Models of Photochemically Active Compounds , 1994 .

[18]  B. Albrecht Aerosols, Cloud Microphysics, and Fractional Cloudiness , 1989, Science.

[19]  L. Rotstayn Climate Sensitivity of the CSIRO GCM: Effect of Cloud Modeling Assumptions , 1999 .

[20]  A. Slingo,et al.  Predicting cloud‐droplet effective radius and indirect sulphate aerosol forcing using a general circulation model , 1996 .

[21]  J. Louis A parametric model of vertical eddy fluxes in the atmosphere , 1979 .

[22]  Mian Chin,et al.  A global three‐dimensional model of tropospheric sulfate , 1996 .

[23]  J. McGregor,et al.  Economical Determination of Departure Points for Semi-Lagrangian Models , 1993 .

[24]  B. Hicks,et al.  Trends in global marine cloudiness and anthropogenic sulfur , 1994 .

[25]  Olivier Boucher,et al.  The sulfate‐CCN‐cloud albedo effect , 1995 .

[26]  C. Chouinard,et al.  A simple gravity wave drag parametrization for use in medium‐range weather forecast models , 1986 .

[27]  Leon D. Rotstayn,et al.  A physically based scheme for the treatment of stratiform clouds and precipitation in large‐scale models. I: Description and evaluation of the microphysical processes , 1997 .

[28]  George A. Isaac,et al.  The relationship between cloud droplet number concentrations and anthropogenic pollution : observations and climatic implications , 1992 .

[29]  Rodolfo Bermejo,et al.  The Conversion of Semi-Lagrangian Advection Schemes to Quasi-Monotone Schemes , 1992 .

[30]  S. Twomey,et al.  Aerosols, clouds and radiation , 1991 .

[31]  A. Slingo A GCM Parameterization for the Shortwave Radiative Properties of Water Clouds , 1989 .

[32]  A. Lacis,et al.  Near-Global Survey of Effective Droplet Radii in Liquid Water Clouds Using ISCCP Data. , 1994 .

[33]  D. L. Roberts,et al.  A climate model study of indirect radiative forcing by anthropogenic sulphate aerosols , 1994, Nature.

[34]  H. Treut,et al.  Sulfate Aerosol Indirect Effect and CO2 Greenhouse Forcing: EquilibriumResponse of the LMD GCM and Associated Cloud Feedbacks , 1998 .

[35]  William R. Cotton,et al.  A Numerical Investigation of Several Factors Contributing to the Observed Variable Intensity of Deep Convection over South Florida , 1980 .

[36]  P. Chylek,et al.  Black carbon and absorption of solar radiation by clouds , 1996 .

[37]  S. Ghan,et al.  A parameterization of cloud droplet nucleation. Part II: Multiple aerosol types , 1995 .

[38]  H. Gordon A Flux Formulation of the Spectral Atmospheric Equations Suitable for Use in Long-Term Climate Modeling , 1981 .

[39]  Leon D. Rotstayn,et al.  The CSIRO 9-level atmospheric general circulation model , 1993 .

[40]  L. Ruby Leung,et al.  Prediction of cloud droplet number in a general , 1997 .

[41]  J. Hansen,et al.  A parameterization for the absorption of solar radiation in the earth's atmosphere , 1974 .

[42]  Ruprecht Jaenicke,et al.  Chapter 1 Tropospheric Aerosols , 1993 .

[43]  Barry J. Huebert,et al.  Effects of Aerosol Particles on the Microphysics of Coastal Stratiform Clouds , 1995 .