Skip to main content
Log in

Sensitivity of the WRF model simulation of the East Asian summer monsoon in 1993 to shortwave radiation schemes and ozone absorption

  • Published:
Asia-Pacific Journal of Atmospheric Sciences Aims and scope Submit manuscript

Abstract

Sensitivity of the Weather Research and Forecasting (WRF) model simulation of the East Asian summer monsoon (EASM) in 1993 to solar radiation parameterizations and ozone absorption was investigated. Three numerical experiments were conducted using the National Centers for Environmental Prediction/Department of Energy (NCEP/DOE) and the European Centre for Medium-Range Weather Forecasts (ECMWF) reanalysis data as time-varying surface and lateral boundary forcings, respectively: (a) a control run (“CTL”) with the Dudhia radiation scheme and the model top placed at 50 hPa, (b) the “SWG” experiment which is the same as the CTL except the Goddard radiation scheme, and (3) the “SWT” run which is the same as the SWG but the model top was raised to 5 hPa and the vertical levels increased from 31 to 35. The use of the Goddard scheme results in considerable improvement in reproducing the model’s thermal structures, such as zonal mean air temperature, its latitudinal gradient and vertically integrated temperature. This leads to better agreements in the simulation of the upper tropospheric zonal winds through the thermal wind relationship which, in turn, rectifies the lowlevel circulations through dynamical coupling between the upper and lower troposphere. The Taylor diagram analysis quantitatively indicates that the SWT and the SWG are discernable from each other with slightly improved simulations in the SWT. This suggests a nontrivial role of ozone absorption and accompanied stratospheric heating in EASM simulation.

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.

Similar content being viewed by others

References

  • Adler, R. F., and Coauthors, 2003: The Version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979-present). J. Hydrometeorol., 4, 1147–1167.

    Article  Google Scholar 

  • Blackmon, M. L., J. M. Wallace, N.-C. Lau, and S. L. Mullen, 1977: An observational study of the Northern Hemisphere wintertime circulation. J. Atmos. Sci., 34, 1040–1053.

    Article  Google Scholar 

  • Chen, F., and J. Dudhia, 2001: Coupling an advanced land-surface/hydrology model with the Penn State/NCAR MM5 modeling system. Part I: Model description and implementation. Mon. Wea. Rev., 129, 569–585.

    Article  Google Scholar 

  • Chou, M.-D., and M. J. Suarez, 1999: A shortwave radiation parameterization for atmospheric studies. NASA Tech. Memo., 15(104606), 40 pp.

  • Davis, C. A., K. W. Manning, R. E. Carbone, S. B. Trier, and J. D. Tuttle, 2003: Coherence of warm season continental rainfall in numerical weather prediction model. Mon. Wea. Rev., 131, 2667–2679.

    Article  Google Scholar 

  • Ding, Y.-H., 1992: Summer monsoon rainfall in China. J. Meteor. Soc. Japan., 70(1B), 373–396.

    Google Scholar 

  • Dudhia, J., 1989: Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J. Atmos. Sci., 46, 3077–3107.

    Article  Google Scholar 

  • Dyer, A. J., and B. B. Hicks, 1970: Flux-gradient relationships in the constant flux layer. Quart. J. Roy. Meteor. Soc., 96, 715–721.

    Article  Google Scholar 

  • Fortuin, A. P. F., and H. Kelder, 1998: An ozone climatology based on ozonesonde and satellite measurements. J. Geophys. Res., 103, 31, 706–31, 734.

    Google Scholar 

  • Fu, Q., and K. N. Liou, 1992: On the correlated k-distribution method for the radiative transfer in nonhomogeneous atmospheres. J. Atmos. Sci., 49, 2139–2156.

    Article  Google Scholar 

  • Giorgi, F, and L. O. Mearns, 1999: Introduction to special section: Regional climate modeling revisited. J. Geophys. Res., 104, 6335–6352.

    Article  Google Scholar 

  • Goswami, B. N., and P. K. Xavier, 2005: ENSO control on the south Asian monsoon through the length of the rainy season. Geophys. Res. Lett., 32, L18717, doi:10.1029/2005GL023216.

    Article  Google Scholar 

  • He, H., C.-H. Sui, M. J. Jian, Z. Wen, and G. Lan, 2003: The evolution of tropical temperature field and its relationship with onset of Asian summer monsoon. J. Meteor. Soc. Japan., 81, 1201–1223.

    Article  Google Scholar 

  • Hong, S.-Y., Y. Noh, and J. Dudhia, 2006: A new vertical diffusion package with an explicit treatment of entrainment processes. Mon. Wea. Rev., 134, 2318–2341.

    Article  Google Scholar 

  • Iacono, M. J., E. J. Mlawer, S. A. Clough, and J.-J. Morcrette, 2000: Impact of an improved longwave radiation model, RRTM, on the energy budget and thermodynamic properties of the NCAR community climate model, CCM3. J. Geophys. Res., 105(D11), 14, 873–14, 890, doi:10.1029/2000JD900091.

    Article  Google Scholar 

  • Janjić, Z. I., 1994: The step-mountain Eta coordinate model: Further developments of the convection, viscous sublayer, and turbulence closure schemes. Mon. Wea. Rev., 122, 927–945.

    Article  Google Scholar 

  • Kanamitsu, M., W. Ebisuzaki, J. Woollen, S.-K. Yang, J. J. Hnilo, M. Fiorino, and G. L. Potter, 2002: NCEP-DOE AMIP-II Reanalysis (R-2). Bull. Amer. Meteor. Soc., 83, 1631–1643.

    Article  Google Scholar 

  • Kang, H.-S., D.-H. Cha, and D.-K. Lee, 2005: Evaluation of the mesoscale model/land model (MM5/LSM) coupled model for East Asian summer monsoon simulations. J. Geophys. Res., 110, D10105, doi:10.1029/2004JD005266.

    Article  Google Scholar 

  • Kawamura, R., and T. Murakami, 1998: Baiu near Japan and its relation to summer monsoons over Southeast Asia and the western North Pacific. J. Meteorol. Soc. Jpn., 76, 619–639.

    Google Scholar 

  • Kim, H.-J., I.-U. Chung, and K.-T. Lee, 2009: Effects of an advanced radiation parameterization on a troposphere-stratosphere AGCM simulation. Asia-Pacific J. Atmos. Sci., 45, 439–462.

    Google Scholar 

  • Knievel, J. C., D. A. Ahijevych, and K. W. Manning, 2004: Using temporal modes of rainfall to evaluate the performance of a weather prediction model. Mon. Wea. Rev., 132, 2995–3009.

    Article  Google Scholar 

  • Lee, D.-K., and M.-S. Suh, 2000: Ten-year East Asian summer monsoon simulation using a regional climate model (RegCM2). J. Geophys. Res., 105, 29,565–29,577.

    Google Scholar 

  • ____, H.-S. Kang, and K.-H. Min, 2002: The role of ocean roughness in regional climate modeling: 1994 East Asia summer monsoon case. J. Meteor. Soc. Japan., 80, 171–189.

    Article  Google Scholar 

  • ____, D.-H. Cha, and H.-S. Kang, 2004: Regional climate simulation of the 1998 summer flood over East Asia. J. Meteor. Soc. Japan., 82, 1735–1753.

    Article  Google Scholar 

  • Lin, Y-L, R. D. Farley, and H. D. Orville, 1983: Bulk parameterization of the snow field in a cloud model. J. Climate. Appl. Meteor., 22, 1065–1092.

    Article  Google Scholar 

  • Liou, K. N., 2002: An Introduction to Atmospheric Radiation., Elsevier., 583pp

  • Lo, J. C.-F., Z.-L. Yang, and R. A. Pielke Sr., 2008: Assessment of three dynamical climate downscaling methods using the Weather Research and Forecasting (WRF) model. J. Geophys. Res., 113, D09112, doi:10.1029/2007JD009216.

    Article  Google Scholar 

  • Mlawer, E. J., S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, 1997: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. J. Geophys. Res., 102(D14), 16, 663–16, 682, doi:10.1029/97JD00237.

    Article  Google Scholar 

  • Park, C.-K., and S. D. Schubert, 1997: On the nature of the 1994 East Asian summer drought. J. Climate, 10, 1056–1070.

    Article  Google Scholar 

  • Paulson, C. A., 1970: The mathematical representation of wind speed and temperature profi les in the unstable atmospheric surface layer. J. Appl. Meteor., 9, 857–861.

    Article  Google Scholar 

  • Salathé, E. P., L. R. Leung, Y. Qian, and Y. Zhang, 2010: Regional climate model projections for the State of Washington. Climatic Change, 102, 51–75.

    Article  Google Scholar 

  • Sampe, T. and S.-P. Xie, 2010: Large-scale dynamics of the Meiyu-Baiu rain band: Environmental forcing by the westerly jet. J. Climate, 23, 113–134.

    Article  Google Scholar 

  • Skamarock, W. C., J. B. Klemp, J. Dudhia, D. O. Gill, D. M. Barker, W. Wang, and J. G. Powers, 2005: A Description of the Advanced Research WRF Version 2. NCAR/TN-468+STR, 88 pp.

  • Taylor, K. E., 2001: Summarizing multiple aspects of model performance in a single diagram. J. Geophys. Res., 106, 7183–7192.

    Article  Google Scholar 

  • Tobo, Y., Y. Iwasaka, D. Zhang, G. Shi, Y.-S. Kim, K. Tamura, and T. Ohashi, 2008: Summertime “ozone valley” over the Tibetan Plateau derived from ozonesondes and EP/TOMS data. Geophys. Res. Lett., 35, L16801, doi:10.1029/2008GL034341.

    Article  Google Scholar 

  • Ueda, H. and T. Yasunari, 1998: The role of warming over the Tibetan Plateau in early onset of the summer monsoon over the Bay of Bengal and the South China Sea. J. Meteor. Soc. Japan., 76, 1–12.

    Google Scholar 

  • Uppala, S. M., P. W. Kallberg, A. J. Simmons, U. Andrae, V. da Costa Bechtold, M. Fiorino, J. K. Gibson, J. Haseler, A. Hernandez, G. A. Kelly, and X. Li, 2005: The ERA-40 Reanalysis. Quart. J. Roy. Meteor. Soc., 131, 2961–3012.

    Article  Google Scholar 

  • Wang, W.-C., W. Gong, and H. Wei, 2000: A regional model simulation of the 1991 severe precipitation event over the Yangtze-Huai river valley. Part I: Precipitation and circulation statistics. J. Climate, 13, 74–92.

    Article  Google Scholar 

  • Webb, E. K., 1970: Profile relationships: The log-linear range, and extension to strong stability. Quart. J. Roy. Meteor. Soc., 96, 67–90.

    Article  Google Scholar 

  • Wicker, L. J., and W. C. Skamarock, 2002: Time-splitting methods for elastic models using forward time schemes. Mon. Wea. Rev., 130, 2088–2097.

    Article  Google Scholar 

  • Xin, X., R. Yu, T. Zhou, and B. Wang, 2006: Drought in late spring of South China in recent decades. J. Climate, 19, 3197–3206.

    Article  Google Scholar 

  • ____, Z. Li, R. Yu, and T. Zhou, 2008: Impacts of upper tropospheric cooling upon the late spring drought in East Asia simulated by a regional climate Model. Adv. Atmos. Sci., 25, 555–562.

    Article  Google Scholar 

  • Yoo, S.-H., C.-H. Ho, S. Yang, H.-J. Choi, and J.-G. Jhun, 2004: Influence of tropical western and extratropical Pacific SST on East and Southeast Asia climate in the summer of 1993–94. J. Climate, 17, 2673–2687.

    Article  Google Scholar 

  • Yu, R., B. Wang, and T. Zhou, 2004: Tropospheric cooling and summer monsoon weakening trend over East Asia. Geophys. Res. Lett., 31, L22212, doi:10.1029/2004GL021270.

    Article  Google Scholar 

  • Zhang, Y., X. Kuang, W. Guo, and T. Zhou, 2006: Seasonal evolution of the upper-tropospheric westerly jet core over East Asia. Geophys. Res. Lett., 33, L11708, doi:10.1029/2006GL026377.

    Article  Google Scholar 

  • Zhou, T.-J., and R.-C. Yu, 2005: Atmospheric water vapor transport associated with typical anomalous summer rainfall patterns in China. J. Geophys. Res., 110, D08104, doi:10.1029/2004JD005413.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hyung-Jin Kim.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kim, HJ., Wang, B. Sensitivity of the WRF model simulation of the East Asian summer monsoon in 1993 to shortwave radiation schemes and ozone absorption. Asia-Pacific J Atmos Sci 47, 167–180 (2011). https://doi.org/10.1007/s13143-011-0006-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13143-011-0006-y

Key words

Navigation