Evaluation of multidecadal variability in CMIP5 surface solar radiation and inferred underestimation of aerosol direct effects over Europe, China, Japan, and India

[1] Observations from the Global Energy Balance Archive indicate regional decreases in all sky surface solar radiation from � 1950s to 1980s, followed by an increase during the 1990s. These periods are popularly called dimming and brightening, respectively. Removal of the radiative effects of cloud cover variability from all sky surface solar radiation results in a quantity called “clear sky proxy” radiation, in which multidecadal trends can be seen more distinctly, suggesting aerosol radiative forcing as a likely cause. Prior work has shown climate models from the Coupled Model Intercomparison Project 3 (CMIP3) generally underestimate the magnitude of these trends, particularly over China and India. Here we perform a similar analysis with 173 simulations from 42 climate models participating in the new CMIP5. Results show negligible improvement over CMIP3, as CMIP5 dimming trends over four regions—Europe, China, India, and Japan—are all underestimated. This bias is largest for both India and China, where the multimodel mean yields a decrease in clear sky proxy radiation of –1.3 ˙ 0.3 and –1.2˙0.2 W m –2 decade –1 , respectively, compared to observed decreases of –6.5˙0.9 and –8.2˙1.3 W m –2 decade –1 . Similar underestimation of the observed dimming over Japan exists, with the CMIP5 mean dimming � 20% as large as observed. Moreover, not a single simulation reproduces the magnitude of the observed dimming trend for these three regions. Relative to dimming, CMIP5 models better simulate the observed brightening, but significant underestimation exists for both China and Japan. Overall, no individual model performs particularly well for all four regions. Model biases do not appear to be related to the use of prescribed versus prognostic aerosols or to aerosol indirect effects. However, models exhibit significant correlations between clear sky proxy radiation and several aerosol-related fields, most notably aerosol optical depth (AOD) and absorption AOD. This suggests model underestimation of the observed trends is related to underestimation of aerosol direct radiative forcing and/or deficient aerosol emission inventories.

[1]  Martin Wild,et al.  On the relationship between diurnal temperature range and surface solar radiation in Europe , 2009 .

[2]  E. Dutton,et al.  Do Satellites Detect Trends in Surface Solar Radiation? , 2004, Science.

[3]  S. Xie,et al.  Spatial and temporal variation of anthropogenic black carbon emissions in China for the period 1980–2009 , 2011 .

[4]  J. Lamarque,et al.  Interactive ozone and methane chemistry in GISS-E2 historical and future climate simulations , 2012 .

[5]  J. Norris,et al.  Do climate models reproduce observed solar dimming and brightening over China and Japan , 2010 .

[6]  J. Ogren,et al.  Observations of the vertical and regional variability of aerosol optical properties over central and eastern North America , 1999 .

[7]  Zhanqing Li,et al.  Estimation of aerosol effects on surface irradiance based on measurements and radiative transfer model simulations in northern China , 2007 .

[8]  Youhua Tang,et al.  Anthropogenic aerosol radiative forcing in Asia derived from regional models with atmospheric and aerosol data assimilation , 2010 .

[9]  Zbigniew Klimont,et al.  Anthropogenic sulfur dioxide emissions: 1850–2005 , 2010 .

[10]  J. Martín-Vide,et al.  Recent spatial and temporal variability and trends of sunshine duration over the Iberian Peninsula from a homogenized data set , 2007 .

[11]  P. S. Praveen,et al.  Atmospheric brown clouds: Hemispherical and regional variations in long‐range transport, absorption, and radiative forcing , 2007 .

[12]  Y. Kaufman,et al.  Global dimming or local dimming?: Effect of urbanization on sunlight availability , 2005 .

[13]  G. Schmidt,et al.  20th century changes in surface solar irradiance in simulations and observations , 2007 .

[14]  Y. Qian,et al.  Decreasing trends in sunshine duration over China for 1954–1998: Indication of increased haze pollution? , 2002 .

[15]  Qiang Zhang,et al.  Sulfur dioxide and primary carbonaceous aerosol emissions in China and India, 1996-2010 , 2011 .

[16]  Gerald Stanhill,et al.  Global dimming: a review of the evidence for a widespread and significant reduction in global radiation with discussion of its probable causes and possible agricultural consequences , 2001 .

[17]  Christos Matsoukas,et al.  The direct effect of aerosols on solar radiation over the broader Mediterranean basin , 2011 .

[18]  T. Peterson,et al.  Evaporation losing its strength , 1995, Nature.

[19]  Martin Wild,et al.  Enlightening Global Dimming and Brightening , 2012 .

[20]  M. Chin,et al.  Radiative forcing in the ACCMIP historical and future climate simulations , 2013 .

[21]  Olivier Boucher,et al.  Estimating aerosol emissions by assimilating observed aerosol optical depth in a global aerosol model , 2012 .

[22]  Robert Burgman,et al.  Observational and Model Evidence for Positive Low-Level Cloud Feedback , 2009, Science.

[23]  D. Streets,et al.  Climate simulations for 1880–2003 with GISS modelE , 2006, physics/0610109.

[24]  Martin Wild,et al.  Means and Trends of Shortwave Irradiance at the Surface Estimated from Global Energy Balance Archive Data. , 1998 .

[25]  J. Pereira,et al.  Global wildland fire emissions from 1960 to 2000 , 2008 .

[26]  Veronika Eyring,et al.  Ozone database in support of CMIP5 simulations: results and corresponding radiative forcing , 2011 .

[27]  Martin Wild,et al.  The roles of aerosol, water vapor and cloud in future global dimming/brightening , 2011 .

[28]  Tami C. Bond,et al.  Historical emissions of black and organic carbon aerosol from energy‐related combustion, 1850–2000 , 2007 .

[29]  V. Canuto,et al.  Present-Day Atmospheric Simulations Using GISS ModelE: Comparison to In Situ, Satellite, and Reanalysis Data , 2006 .

[30]  A. Thomson,et al.  The representative concentration pathways: an overview , 2011 .

[31]  S. Jeffrey,et al.  Aerosol- and greenhouse gas-induced changes in summer rainfall and circulation in the Australasian region: a study using single-forcing climate simulations , 2012 .

[32]  Jie He,et al.  Solar radiation trend across China in recent decades: a revisit with quality-controlled data , 2010 .

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

[34]  Martin Wild,et al.  Global dimming and brightening: A review , 2009 .

[35]  Y. Qian,et al.  More frequent cloud‐free sky and less surface solar radiation in China from 1955 to 2000 , 2005 .

[36]  David G. Streets,et al.  Aerosol trends over China, 1980-2000 , 2008 .

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

[38]  J. Lamarque,et al.  Emissions of gases and particles from biomass burning during the 20th century using satellite data and an historical reconstruction , 2009 .

[39]  Thomas C. Peterson,et al.  Maximum and Minimum Temperature Trends for the Globe , 1997 .

[40]  Daniel Orlikowski,et al.  Black carbon aerosols and the third polar ice cap , 2009 .

[41]  Martin Wild,et al.  Trends in aerosol radiative effects over China and Japan inferred from observed cloud cover, solar “dimming,” and solar “brightening” , 2009 .

[42]  C. Liousse,et al.  A global emission inventory of carbonaceous aerosol from historic records of fossil fuel and biofuel consumption for the period 1860–1997 , 2006 .

[43]  Martin Wild,et al.  How well do IPCC‐AR4/CMIP3 climate models simulate global dimming/brightening and twentieth‐century daytime and nighttime warming? , 2009 .

[44]  W. Rossow,et al.  Advances in understanding clouds from ISCCP , 1999 .

[45]  John F. B. Mitchell,et al.  The next generation of scenarios for climate change research and assessment , 2010, Nature.

[46]  Karl E. Taylor,et al.  An overview of CMIP5 and the experiment design , 2012 .

[47]  Yuqing Wang,et al.  Changes in the Observed Trends in Extreme Temperatures over China around 1990 , 2012 .

[48]  Christian Mätzler,et al.  Aerosol and cloud effects on solar brightening and the recent rapid warming , 2008 .

[49]  V. Ramanathan,et al.  Observationally constrained estimates of carbonaceous aerosol radiative forcing , 2012, Proceedings of the National Academy of Sciences.

[50]  Makiko Sato,et al.  Global atmospheric black carbon inferred from AERONET , 2003, Proceedings of the National Academy of Sciences of the United States of America.

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

[52]  Mark Henderson,et al.  A spatial analysis of pan evaporation trends in China, 1955–2000 , 2004 .

[53]  G. Stanhill,et al.  Solar Radiation Changes in Japan during the 20th Century : Evidence from Sunshine Duration Measurements , 2008 .

[54]  David S. Lee,et al.  Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application , 2010 .

[55]  Atsumu Ohmura,et al.  Observed decadal variations in surface solar radiation and their causes , 2009 .

[56]  H. Matsueda,et al.  Seasonal variations in SO2 plume transport over Japan: Observations at the summit of Mt. Fuji from winter to summer , 2006 .

[57]  Martin Wild,et al.  Aerosol emissions and dimming/brightening in Europe: Sensitivity studies with ECHAM5-HAM , 2011 .

[58]  B. Liepert,et al.  Observed reductions of surface solar radiation at sites in the United States and worldwide from 1961 to 1990 , 2002 .

[59]  Richard Neale,et al.  Toward a Minimal Representation of Aerosols in Climate Models: Description and Evaluation in the Community Atmosphere Model CAM5 , 2012 .

[60]  Martin Wild,et al.  Assessment of global dimming and brightening in IPCC-AR4/CMIP3 models and ERA40 , 2011 .

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

[62]  M. Chin,et al.  Anthropogenic and natural contributions to regional trends in aerosol optical depth, 1980–2006 , 2009 .

[63]  J. Randerson,et al.  Interannual variability in global biomass burning emissions from 1997 to 2004 , 2006 .

[64]  Y. Kondo,et al.  Seasonal variations of the transport of black carbon and carbon monoxide from the Asian continent to the western Pacific in the boundary layer , 2011 .

[65]  Despina Hatzidimitriou,et al.  Global distribution of Earth's surface shortwave radiation budget , 2005, Atmospheric Chemistry and Physics.

[66]  Martin Wild,et al.  Trends in aerosol radiative effects over Europe inferred from observed cloud cover, solar “dimming,” and solar “brightening” , 2007 .

[67]  H. Akimoto,et al.  Atmospheric aerosol variations at Okinawa Island in Japan observed by MAX-DOAS using a new cloud-screening method , 2009 .

[68]  T. Bond,et al.  Light Absorption by Carbonaceous Particles: An Investigative Review , 2006 .

[69]  C. Long,et al.  From Dimming to Brightening: Decadal Changes in Solar Radiation at Earth's Surface , 2005, Science.

[70]  J. Martín-Vide,et al.  Spatial and Temporal Trends in Sunshine Duration over Western Europe (1938–2004) , 2008 .

[71]  A. Ohmura,et al.  The Global Energy Balance Archive , 1999 .

[72]  David G. Streets,et al.  Two‐decadal aerosol trends as a likely explanation of the global dimming/brightening transition , 2006 .

[73]  Mark Henderson,et al.  Taking China's Temperature: Daily Range, Warming Trends, and Regional Variations, 1955–2000 , 2004 .

[74]  A. Lacis,et al.  Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data , 2004 .

[75]  J. Norris,et al.  How do aerosol histories affect solar “dimming” and “brightening” over Europe?: IPCC‐AR4 models versus observations , 2009 .

[76]  Martin Wild,et al.  Diurnal temperature range over Europe between 1950 and 2005 , 2007 .

[77]  P. Alpert,et al.  Quantification of the effect of urbanization on solar dimming , 2008 .

[78]  G. Schmidt,et al.  Coupled Aerosol-Chemistry-Climate Twentieth-Century Transient Model Investigation: Trends in Short-Lived Species and Climate Responses , 2011 .

[79]  D. Streets,et al.  A technology‐based global inventory of black and organic carbon emissions from combustion , 2004 .

[80]  Michael L. Roderick,et al.  On the attribution of changing pan evaporation , 2007 .

[81]  Feng Chen,et al.  Urbanization Effect on the Diurnal Temperature Range: Different Roles under Solar Dimming and Brightening* , 2012 .

[82]  Simulation of dimming and brightening in Europe from 1958 to 2001 using a regional climate model , 2011 .

[83]  R. Philipona,et al.  Is there evidence for an aerosol indirect effect during the recent aerosol optical depth decline in Europe , 2010 .

[84]  M. Chin,et al.  Evaluation of black carbon estimations in global aerosol models , 2009 .

[85]  V. Ramanathan,et al.  Global and regional climate changes due to black carbon , 2008 .

[86]  Gert König-Langlo,et al.  Global dimming and brightening: An update beyond 2000 , 2009 .

[87]  D.P.Kaiser Two Long-Term Instrumental Climatic Data bases of the People's Republic of China , 1991 .

[88]  Cloud Climatology for Land Stations Worldwide, 1971-2009 (NDP-026D) , 2012 .

[89]  Ramaswamy,et al.  The dynamical core, physical parameterizations, and basic simulation characteristics of the atmospheric component AM3 of the GFDL global coupled model CM3 , 2011 .

[90]  Martin Wild,et al.  Impact of global dimming and brightening on global warming , 2007 .