Total aerosol effect: radiative forcing or radiative flux perturbation?

Abstract. Uncertainties in aerosol radiative forcings, especially those associated with clouds, contribute to a large extent to uncertainties in the total anthropogenic forcing. The interaction of aerosols with clouds and radiation introduces feedbacks which can affect the rate of precipitation formation. In former assessments of aerosol radiative forcings, these effects have not been quantified. Also, with global aerosol-climate models simulating interactively aerosols and cloud microphysical properties, a quantification of the aerosol forcings in the traditional way is difficult to define properly. Here we argue that fast feedbacks should be included because they act quickly compared with the time scale of global warming. We show that for different forcing agents (aerosols and greenhouse gases) the radiative forcings as traditionally defined agree rather well with estimates from a method, here referred to as radiative flux perturbations (RFP), that takes these fast feedbacks and interactions into account. Based on our results, we recommend RFP as a valid option to compare different forcing agents, and to compare the effects of particular forcing agents in different models.

[1]  Manoj Joshi,et al.  An alternative to radiative forcing for estimating the relative importance of climate change mechanisms , 2003 .

[2]  U. Lohmann,et al.  Sensitivity studies of different aerosol indirect effects in mixed-phase clouds , 2009 .

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

[4]  U. Lohmann,et al.  Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM , 2007 .

[5]  S. Solomon,et al.  An observationally based energy balance for the Earth since 1950 , 2009 .

[6]  Ulrike Lohmann,et al.  Can the direct and semi‐direct aerosol effect compete with the indirect effect on a global scale? , 2001 .

[7]  Gunnar Myhre,et al.  Human Impact on Direct and Diffuse Solar Radiation during the Industrial Era , 2007 .

[8]  U. Lohmann,et al.  What governs the spread in shortwave forcings in the transient IPCC AR4 models? , 2009 .

[9]  Ulrike Lohmann,et al.  Sensitivity of the total anthropogenic aerosol effect to the treatment of rain in a global climate model , 2009 .

[10]  Leon D. Rotstayn,et al.  Cloud droplet spectral dispersion and the indirect aerosol effect: Comparison of two treatments in a GCM , 2009 .

[11]  A. Kirkevåg,et al.  Modeling of the Wegener–Bergeron–Findeisen process—implications for aerosol indirect effects , 2008 .

[12]  Andrew D. Jones,et al.  Current understanding and quantification of clouds in the changing climate system and strategies for reducing critical uncertainties , 2009 .

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

[14]  Christian D. Kummerow,et al.  Multisensor satellite observations of aerosol effects on warm clouds , 2008 .

[15]  Andrei P. Sokolov,et al.  Quantifying Uncertainties in Climate System Properties with the Use of Recent Climate Observations , 2002, Science.

[16]  Joyce E. Penner,et al.  Soot and smoke aerosol may not warm climate , 2002 .

[17]  Kenneth L. Denman Canada Couplings between changes in the climate system and biogeochemistry , 2008 .

[18]  S. Raper,et al.  An Observationally Based Estimate of the Climate Sensitivity , 2002 .

[19]  Y. Kaufman,et al.  Model simulations of the competing climatic effects of SO2 and CO2 , 1993 .

[20]  Drew T. Shindell,et al.  Climate response to regional radiative forcing during the twentieth century , 2009 .

[21]  Leon D. Rotstayn,et al.  Sensitivity of the first indirect aerosol effect to an increase of cloud droplet spectral dispersion with droplet number concentration , 2003 .

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

[23]  Andrew Gettelman,et al.  Constraining cloud droplet number concentration in GCMs suppresses the aerosol indirect effect , 2009 .

[24]  Piers M. Forster,et al.  Climate Forcings and Climate Sensitivities Diagnosed from Coupled Climate Model Integrations , 2006 .

[25]  Donald J. Wuebbles,et al.  Radiative forcing of climate , 1991 .

[26]  J. Houghton Climate change 1994 : radiative forcing of climate change and an evaluation of the IPCC IS92 emission scenarios , 1995 .

[27]  J. Hansen,et al.  Radiative forcing and climate response , 1997 .

[28]  Leon D. Rotstayn,et al.  Indirect Aerosol Forcing, Quasi Forcing, and Climate Response , 2001 .

[29]  Johannes Quaas,et al.  Model intercomparison of indirect aerosol effects , 2006 .

[30]  Joyce E. Penner,et al.  Indirect effect of sulfate and carbonaceous aerosols: A mechanistic treatment , 2000 .

[31]  Myles R. Allen,et al.  Observational Constraints on Past Attributable Warming and Predictions of Future Global Warming , 2006 .

[32]  O. Boucher,et al.  Constraining the first aerosol indirect radiative forcing in the LMDZ GCM using POLDER and MODIS satellite data , 2005 .

[33]  G. W. Snedecor Statistical Methods , 1964 .

[34]  U. Lohmann,et al.  Global indirect aerosol effects: a review , 2004 .

[35]  S. Menon,et al.  The radiative influence of aerosol effects on liquid-phase cumulus and stratiform clouds based on sensitivity studies with two climate models , 2006 .

[36]  J. Hansen,et al.  Efficacy of climate forcings , 2005 .

[37]  D. Koch,et al.  Impacts of aerosol-cloud interactions on past and future changes in tropospheric composition , 2009 .

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

[39]  Jeffrey T. Kiehl,et al.  Twentieth century climate model response and climate sensitivity , 2007 .

[40]  F. Joos,et al.  Probabilistic climate change projections using neural networks , 2003 .

[41]  J. Haywood,et al.  Causes of the reduction in uncertainty in the anthropogenic radiative forcing of climate between IPCC (2001) and IPCC (2007) , 2007 .

[42]  Steven J. Ghan,et al.  Predicting cloud droplet number concentration in community atmosphere model (CAM)-Oslo , 2006 .

[43]  George Tselioudis,et al.  GCM Simulations of the Aerosol Indirect Effect: Sensitivity to Cloud Parameterization and Aerosol Burden , 2002 .

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

[45]  V. Ramanathan,et al.  Aerosols, Climate, and the Hydrological Cycle , 2001, Science.

[46]  Ulrike Lohmann,et al.  Global anthropogenic aerosol effects on convective clouds in ECHAM5-HAM , 2007 .

[47]  U. Lohmann,et al.  Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data , 2005 .

[48]  Larry W. Thomason,et al.  Climate forcings in Goddard Institute for Space Studies SI2000 simulations , 2002 .

[49]  R. Sausen,et al.  Stratosphere adjusted radiative forcing calculationsin a comprehensive climate model , 2001 .

[50]  Reto Knutti,et al.  Constraints on radiative forcing and future climate change from observations and climate model ensembles , 2002, Nature.

[51]  Yan Feng,et al.  Have Australian rainfall and cloudiness increased due to the remote effects of Asian anthropogenic aerosols , 2007 .

[52]  Andrew S. Jones,et al.  Global Indirect Radiative Forcing Caused by Aerosols , 2009 .

[53]  Jonathan M. Gregory,et al.  A new method for diagnosing radiative forcing and climate sensitivity , 2004 .

[54]  Andrew S. Jones,et al.  Indirect sulphate aerosol forcing in a climate model with an interactive sulphur cycle , 2001 .

[55]  U. Lohmann,et al.  Influence of Giant CCN on warm rain processes in the ECHAM5 GCM , 2007 .

[56]  U. Lohmann,et al.  Aerosol Influence on Mixed-Phase Clouds in CAM-Oslo , 2008 .

[57]  J. Penner,et al.  Cloud susceptibility and the first aerosol indirect forcing: Sensitivity to black carbon and aerosol concentrations , 2002 .

[58]  M. Jacobson Effects of externally-through-internally-mixed soot inclusions within clouds and precipitation on global climate. , 2006, The journal of physical chemistry. A.

[59]  Joyce E. Penner,et al.  Uncertainty analysis for estimates of the first indirect aerosol effect , 2005 .

[60]  R. Charlson,et al.  Global Indirect Radiative Forcing Caused by Aerosols: IPCC (2007) and Beyond , 2009 .

[61]  Glen Lesins,et al.  Stronger Constraints on the Anthropogenic Indirect Aerosol Effect , 2002, Science.

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

[63]  Reto Knutti,et al.  The equilibrium sensitivity of the Earth's temperature to radiation changes , 2008 .

[64]  G. Schmidt,et al.  Distinguishing Aerosol Impacts on Climate over the Past Century , 2009 .

[65]  O. Boucher,et al.  Satellite-based estimate of the direct and indirect aerosol climate forcing , 2008 .

[66]  James G. Hudson,et al.  Evaluation of aerosol direct radiative forcing in MIRAGE , 2001 .

[67]  R. Sausen,et al.  A comparison of climate response to different radiative forcings in three general circulation models: towards an improved metric of climate change , 2003 .

[68]  Leon D. Rotstayn,et al.  Indirect forcing by anthropogenic aerosols: A global climate model calculation of the effective‐radius and cloud‐lifetime effects , 1999 .

[69]  Teruyuki Nakajima,et al.  A Study of the Aerosol Effect on a Cloud Field with Simultaneous Use of GCM Modeling and Satellite Observation , 2004 .

[70]  Ulrike Lohmann,et al.  Sensitivity Studies of the Importance of Dust Ice Nuclei for the Indirect Aerosol Effect on Stratiform Mixed-Phase Clouds , 2006 .

[71]  J. Penner,et al.  Aerosol indirect forcing in a global model with particle nucleation , 2008 .

[72]  Jón Egill Kristjánsson,et al.  Studies of the aerosol indirect effect from sulfate and black carbon aerosols , 2002 .

[73]  E. Roeckner,et al.  Parametric uncertainty effects on aerosol radiative forcing , 2009 .

[74]  J. Lamarque,et al.  Aerosol indirect effects – general circulation model intercomparison and evaluation with satellite data , 2009 .

[75]  Michael E. Schlesinger,et al.  Objective estimation of the probability density function for climate sensitivity , 2001 .

[76]  U. Lohmann,et al.  The sulfate-CCN-cloud albedo effect: a sensitivity study with two general circulation models , 1996 .

[77]  Contrasts in the effects on climate of anthropogenic sulfate aerosols between the 20th and the 21st century , 2005 .

[78]  Corinna Hoose,et al.  The global influence of dust mineralogical composition on heterogeneous ice nucleation in mixed-phase clouds , 2008 .

[79]  P. J. Rasch,et al.  Radiative forcing due to sulfate aerosols from simulations with the National Center for Atmospheric Research Community Climate Model, Version 3 , 2000 .

[80]  Johannes Quaas,et al.  Aerosol indirect effects in POLDER satellite data and the Laboratoire de Météorologie Dynamique–Zoom (LMDZ) general circulation model , 2004 .

[81]  U. Lohmann,et al.  Cirrus cloud formation and ice supersaturated regions in a global climate model , 2008 .

[82]  V. Ramaswamy,et al.  Geophysical Fluid Dynamics Laboratory general circulation model investigation of the indirect radiative effects of anthropogenic sulfate aerosol , 2005 .

[83]  Leon D. Rotstayn,et al.  A smaller global estimate of the second indirect aerosol effect , 2005 .

[84]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[85]  M. Webb,et al.  Tropospheric Adjustment Induces a Cloud Component in CO2 Forcing , 2008 .

[86]  U. Lohmann,et al.  Sensitivity study of the spectral dispersion of the cloud droplet size distribution on the indirect aerosol effect , 2003 .

[87]  Andrei P. Sokolov,et al.  Joint Program on the Science and Policy of Global Change Estimated PDFs of Climate System Properties Including Natural and Anthropogenic Forcings , 2005 .

[88]  D. Koch,et al.  Analyzing signatures of aerosol‐cloud interactions from satellite retrievals and the GISS GCM to constrain the aerosol indirect effect , 2008 .

[89]  Jens Debernard,et al.  Response of the climate system to aerosol direct and indirect forcing: Role of cloud feedbacks , 2005 .

[90]  A. Jones,et al.  The response of the climate system to the indirect effects of anthropogenic sulfate aerosol , 2001 .

[91]  Reto Knutti,et al.  Climate Forcing by Aerosols--a Hazy Picture , 2003, Science.

[92]  S. Emori,et al.  Simulation of climate response to aerosol direct and indirect effects with aerosol transport‐radiation model , 2005 .

[93]  Piers M. Forster,et al.  CO2 forcing induces semi‐direct effects with consequences for climate feedback interpretations , 2008 .