Skip to main content

Advertisement

Log in

A modeling study of the effects of aerosols on clouds and precipitation over East Asia

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

The National Center for Atmospheric Research Community Atmosphere Model (version 3.5) coupled with the Morrison–Gettelman two-moment cloud microphysics scheme is employed to simulate the aerosol effects on clouds and precipitation in two numerical experiments, one representing present-day conditions (year 2000) and the other the pre-industrial conditions (year 1750) over East Asia by considering both direct and indirect aerosol effects. To isolate the aerosol effects, we used the same set of boundary conditions and only altered the aerosol emissions in both experiments. The simulated results show that the cloud microphysical properties are markedly affected by the increase in aerosols, especially for the column cloud droplet number concentration (DNC), liquid water path (LWP), and the cloud droplet effective radius (DER). With increased aerosols, DNC and LWP have been increased by 137% and 28%, respectively, while DER is reduced by 20%. Precipitation rates in East Asia and East China are reduced by 5.8% and 13%, respectively, by both the aerosol’s second indirect effect and the radiative forcing that enhanced atmospheric stability associated with the aerosol direct and first indirect effects. The significant reduction in summer precipitation in East Asia is also consistent with the weakening of the East Asian summer monsoon, resulting from the decreasing thermodynamic contrast between the Asian landmass and the surrounding oceans induced by the aerosol’s radiative effects. The increase in aerosols reduces the surface net shortwave radiative flux over the East Asia landmass, which leads to the reduction of the land surface temperature. With minimal changes in the sea surface temperature, hence, the weakening of the East Asian summer monsoon further enhances the reduction of summer precipitation over East Asia.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Albrecht BA (1989) Aerosols, cloud microphysics, and fractional cloudiness. Science 245:1227–1230

    Article  Google Scholar 

  • Breon FM, Tanre D, Generoso S (2002) Aerosol effect on cloud droplet size monitored from satellite. Science 295:834–838

    Article  Google Scholar 

  • Cheng YJ, Lohmann U, Zhang JH, Luo YF, Liu ZT, Lesins G (2005) Contribution of changes in sea surface temperature and aerosol loading to the decreasing precipitation trend in southern China. J Climate 18:1381–1390

    Article  Google Scholar 

  • Collins WD, Rasch PJ, Boville BA, Hack JJ, McCaa JR, Williamson DL, Kiehl JT, Briegleb B, Bitz C, Lin SJ, Zhang M, Dai Y (2004) Description of the NCAR Community Atmosphere Model (CAM 3.0). NCAR Tech. Note NCAR/TN-464 + STR, 226 pp

  • Dentener F, Kinne S, Bond T, Boucher O, Cofala J, Generoso S, Ginoux P, Gong S, Hoelzemann JJ, Ito A, Marelli L, Penner JE, Putaud J-P, Textor C, Schulz M, van der Werf GR, Wilson J (2006) Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom. Atmos Chem Phys 6:4321–4344, http://www.atmos-chem-phys.net/6/4321/2006/

    Article  Google Scholar 

  • Ding YH, Wang ZY (2008) A study of rainy seasons in China. Meteorol Atmos Phys 100:121–138

    Article  Google Scholar 

  • Ding YH, Sun Y, Wang ZY, Zhu YX, Song YF (2009) Inter-decadal variation of the summer precipitation in China and its association with decreasing Asian summer monsoon Part II: possible causes. Intern J Climatol 29:1926–1944

    Article  Google Scholar 

  • Duan J, Mao JT (2009) Influence of aerosol on regional precipitation in North China. Chin Sci Bull 54:474–483

    Article  Google Scholar 

  • Emmons LK, Walters S, Hess PG, Lamarque JF, Pfister GG, Fillmore D, Granier C, Guenther A, Kinnison D, Laepple T, Orlando J, Tie X, Tyndall G, Wiedinmyer C, Baughcum SL, Kloster S (2010) Description and evaluation of the Model for Ozone and Related Chemical Tracers, version 4 (MOZART-4). Geosci Model Dev 3:43–67

    Article  Google Scholar 

  • Fu CB, Ma ZG (2008) Global change and regional aridification. Chin J Atmos Sci 32:752–760 (in Chinese)

    Google Scholar 

  • Gent P, Bader D, Bonan G et al. (2009) Community Earth System Model Science Plan: 2009–2015. Available from http://www.ccsm.ucar.edu

  • Gettelman A, Morrison H (2008) A new two-moment bulk stratiform cloud microphysics scheme in the community atmosphere model, Version 3 (CAM3). Part II: single-column and global results. J Climate 21:3660–3679

    Article  Google Scholar 

  • Giorgi F, Bi X, Qian Y (2002) Direct radiative forcing and regional climatic effects of anthropogenic aerosols over East Asia: a regional coupled climate-chemistry/aerosol model study. J Geophys Res 107(D20):4439. doi:10.1029/2001JD001066

    Article  Google Scholar 

  • Giorgi F, Bi X, Qian Y (2003) Indirect vs. direct climatic effects of anthropogenic sulfate over East Asia as simulated with a regional coupled climate-chemistry/aerosol model. Clim Change 58:345–376

    Article  Google Scholar 

  • Gu Y, Liou KN, Xue Y, Mechoso CR, Li W, Luo Y (2006) Climatic effects of different aerosol types in China simulated by the UCLA general circulation model. J Geophys Res 111:D15201. doi:10.1029/2005JD006312

    Article  Google Scholar 

  • Gu Y, Liou KN, Chen W, Liao H (2010) Direct climate effect of black carbon in China and its impact on dust storms. J Geophys Res 115:D00K14. doi:10.1029/2009JD013427

    Article  Google Scholar 

  • Guo QY (1983) The summer monsoon intensity index in East Asia and its variation. Acta Ceographica Sinica 38:207–217 (in Chinese)

    Google Scholar 

  • Hu ZZ, Yang S, Wu R (2003) Long-term climate variations in China and global warming signals. J Geophys Res 108(D19):4614. doi:10.1029/2003JD003651

    Article  Google Scholar 

  • Huang Y, Chameides WL, Dickinson RE (2007) Direct and indirect effects of anthropogenic aerosols on regional precipitation over east Asia. J Geophys Res 112:D03212. doi:10.1029/2006JD007114

    Article  Google Scholar 

  • Intergovernmental Panel on Climate Change (IPCC) (2007) Climate change 2007: the physical science Basis: Working Group I Contribution to the Fourth Assessment Report of the IPCC (AR4). WMO and UNEP. Cambridge University Press, Valencia, Spain

    Google Scholar 

  • Khairoutdinov M, Kogan Y (2000) A new cloud physics parameterization in a large-eddy simulation model of marine stratocumulus. Mon Weather Rev 128:229–243

    Article  Google Scholar 

  • Kiehl JT, Gent PR (2004) The Community Climate System Model, version 2. J Climate 17:3666–3682

    Article  Google Scholar 

  • Kinne S et al (2006) An AeroCom initial assessment—optical properties in aerosol component modules of global models. Atmos Chem Phys 6:1815–1834

    Article  Google Scholar 

  • Lau KM, Kim KM (2006) Observational relationships between aerosol and Asian monsoon rainfall, and circulation. Geophys Res Lett 33:L21810. doi:10.1029/2006GL027546

    Article  Google Scholar 

  • Lau KM, Kim MK, Kim KM (2006) Asian summer monsoon anomalies induced by aerosol direct forcing: the role of the Tibetan Plateau. Climate Dyn 26:855–864

    Article  Google Scholar 

  • MA ZG (2007) The interdecadal trend and shift of dry/wet over the central part of North China and their relationship to the Pacific Decadal Oscillation (PDO). Chin Sci Bull 52:2130–2139

    Article  Google Scholar 

  • Massie ST, Torres O, Smith SJ (2004) Total Ozone Mapping Spectrometer (TOMS) observations of increases in Asian aerosol in winter from 1979 to 2000. J Geophys Res 109:D18211. doi:10.1029/2004JD004620

    Article  Google Scholar 

  • Meehl GA, Arblaster JM, Collins WD (2008) Effects of black carbon aerosols on the Indian monsoon. J Climate 21:2869–2882

    Article  Google Scholar 

  • Menon S, Hansen J, Nazarenko L, Luo Y (2002) Climate effects of black carbon aerosols in China and India. Science 297:2250–2253

    Article  Google Scholar 

  • Morrison H, Gettelman A (2008) A new two-moment bulk stratiform cloud microphysics scheme in the community atmosphere model, Version 3 (CAM3). Part I: description and numerical tests. J Climate 21:3642–3659

    Article  Google Scholar 

  • Penner JE, Dong XQ, Chen Y (2004) Observational evidence of a change in radiative forcing due to the indirect aerosol effect. Nature 427:231–234

    Article  Google Scholar 

  • Qian Y, Leung LR, Ghan SJ, Giorgi F (2003) Regional climate effects of aerosols over China: modeling and observation. Tellus Ser B 55:914–934

    Article  Google Scholar 

  • Qian WH, Lin X, Zhu YF, Xu Y, Fu JL (2007) Climatic regime shift and decadal anomalous events in China. Clim Change 84:167–189

    Article  Google Scholar 

  • Qian Y, Gong D, Fan J, Leung LR, Bennartz R, Chen D, Wang W (2009) Heavy pollution suppresses light rain in China: observations and modeling. J Geophys Res 114:D00K02. doi:10.1029/2008JD011575

    Article  Google Scholar 

  • Quaas J, Ming Y, Menon S et al (2009) Aerosol indirect effects—general circulation model intercomparison and evaluation with satellite data. Atmos Chem Phys 9:8697–8717

    Article  Google Scholar 

  • Ramanathan V, Crutzen PJ, Kiehl JT, Rosenfeld D (2001) Aerosol, climate and the hydrological cycle. Science 294:2119–2124

    Article  Google Scholar 

  • Ramanathan V, Chung C, Kim D, Bettge T, Buja L, Kiehl JT, Washington WM, Fu Q, Sikka DR, Wild M (2005) Atmospheric brown clouds: impacts on South Asian climate and hydrological cycle. Proc Natl Acad Sci USA 102:5326–5333

    Article  Google Scholar 

  • Ramanathan V, Ramana MV, Roberts G et al (2007) Warming trends in Asia amplified by brown cloud solar absorption. Nature 448:575–578

    Article  Google Scholar 

  • Remer LA, Kleidman RG, Levy RC et al. (2008) Global aerosol climatology from the MODIS satellite sensors. J Geophys Res 113(D14S07). DOI: 10.1029/2007JD009661

  • Rosenfeld D, Lohmann U, Raga GB et al (2008) Flood or drought: how do aerosols affect precipitation? Science 321:1309–1313

    Article  Google Scholar 

  • Sud YC, Wilcox E, Lau WKM, Walker GK, Liu XH, Nenes A, Lee D, Kim KM, Zhou Y, Bhattacharjee PS (2009) Sensitivity of boreal-summer circulation and precipitation to atmospheric aerosols in selected regions—part 1: Africa and India. Ann Geophys 27:3989–4007

    Article  Google Scholar 

  • Twomey S (1974) Pollution and the planetary albedo. Atmos Environ 8:1251–1256

    Article  Google Scholar 

  • Webster PJ (1987) The elementary monsoon. In: Fein JS, Stephens PL (eds) Monsoons. Wiley, New York, pp 3–32

    Google Scholar 

  • Wu J, Fu CB, Xu YY, Tang JP, Han ZW, Zhang RJ (2009) Effects of total aerosol on temperature and precipitation in East Asia. Clim Res 40:75–87

    Article  Google Scholar 

  • Xu Q (2001) Abrupt change of the mid-summer climate in central East China by the influence of atmospheric pollution. Atmos Environ 35:5029–5040

    Article  Google Scholar 

  • Zhang H, Wang ZL, Guo PW, Wang ZZ (2009) A modeling study of the effects of direct radiative forcing due to carbonaceous aerosol on the climate in East Asia. Adv Atmos Sci 26:57–66

    Article  Google Scholar 

  • Zhao C, Tie X, Lin Y (2006) A possible positive feedback of reduction of precipitation and increase in aerosols over eastern central China. Geophys Res Lett 33:L11814. doi:10.1029/2006GL025959

    Article  Google Scholar 

  • Zhou TJ, Yu RC, Li HM, Wang B (2008) Ocean forcing to changes in global monsoon precipitation over the recent half-century. J Climate 21:3833–3852

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by China Special Fund for Nonprofit Organizations (GYHY200706036), National Basic Research Program of China (2011CB403406), CAS Science and Technology Specific Project (XDA05110101) and NSFC (40825008).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaodong Liu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Liu, X., Xie, X., Yin, ZY. et al. A modeling study of the effects of aerosols on clouds and precipitation over East Asia. Theor Appl Climatol 106, 343–354 (2011). https://doi.org/10.1007/s00704-011-0436-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-011-0436-6

Keywords

Navigation