China's Rainfall Interannual Predictability: Dependence on the Annual Cycle and Surface Anomalies

Xin-Zhong Liang Illinois State Water Survey, Illinois Department of Natural Resources, Champaign, and University of Illinois at Urbana–Champaign, Urbana, Illinois

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Arthur N. Samel Geography/Environmental Programs, Bowling Green State University, Bowling Green, Ohio

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Wei-Chyung Wang Atmospheric Sciences Research Center, University at Albany, State University of New York, Albany, New York

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Abstract

China's rainfall interannual predictability is generally believed to depend upon the accurate representation of its annual cycle as well as teleconnections with planetary surface anomalies, including tropical east Pacific sea surface temperature and Eurasian snow and soil moisture. A suite of general circulation model (GCM) simulations is used to ascertain the existence of these relationships. First, a comparison of thirty 1980–88 Atmospheric Model Intercomparison Project (AMIP) GCM simulations shows no clear correspondence between model skill to reproduce observed rainfall annual cycle and interannual variability. Thus, accurate representation of either component does not ensure the realistic simulation of the other. Second, diagnosis of the 1903–94 and 1950–97 National Center for Atmospheric Research (NCAR) Community Climate Model, version 3 (CCM3), ensemble integrations indicates the existence of teleconnections in which spring planetary surface anomalies lead China's summer rainfall variations. These teleconnections, however, are sensitive to initial conditions, which define distinct dynamic regimes during the integration period. In addition, analysis of the NCAR Climate System Model (CSM) 300-yr equilibrium simulation reveals that the teleconnections display decadal variations. These results cast doubt on the traditional physical mechanisms that explain China's rainfall teleconnections and, hence, emphasize the need to incorporate interactions between planetary surface anomalies and specific dynamic regimes.

Corresponding author address: Dr. Xin-Zhong Liang, Illinois State Water Survey, 2204 Griffith Dr., Champaign, IL 61820-7495. Email: xliang@uiuc.edu

Abstract

China's rainfall interannual predictability is generally believed to depend upon the accurate representation of its annual cycle as well as teleconnections with planetary surface anomalies, including tropical east Pacific sea surface temperature and Eurasian snow and soil moisture. A suite of general circulation model (GCM) simulations is used to ascertain the existence of these relationships. First, a comparison of thirty 1980–88 Atmospheric Model Intercomparison Project (AMIP) GCM simulations shows no clear correspondence between model skill to reproduce observed rainfall annual cycle and interannual variability. Thus, accurate representation of either component does not ensure the realistic simulation of the other. Second, diagnosis of the 1903–94 and 1950–97 National Center for Atmospheric Research (NCAR) Community Climate Model, version 3 (CCM3), ensemble integrations indicates the existence of teleconnections in which spring planetary surface anomalies lead China's summer rainfall variations. These teleconnections, however, are sensitive to initial conditions, which define distinct dynamic regimes during the integration period. In addition, analysis of the NCAR Climate System Model (CSM) 300-yr equilibrium simulation reveals that the teleconnections display decadal variations. These results cast doubt on the traditional physical mechanisms that explain China's rainfall teleconnections and, hence, emphasize the need to incorporate interactions between planetary surface anomalies and specific dynamic regimes.

Corresponding author address: Dr. Xin-Zhong Liang, Illinois State Water Survey, 2204 Griffith Dr., Champaign, IL 61820-7495. Email: xliang@uiuc.edu

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  • Barnett, P. T., L. Dümenil, U. Schlese, E. Roeckner, and M. Latif, 1989: The effect of Eurasian snow cover on regional and global climate variations. J. Atmos. Sci., 46 , 661685.

    • Search Google Scholar
    • Export Citation
  • Boville, B. A., and P. R. Gent, 1998: The NCAR Climate System Model, version one. J. Climate, 11 , 11151130.

  • Fennessy, M. J., and J. Shukla, 1991: Comparison of the impact of the 1982/83 and 1986/87 Pacific SST anomalies on time-mean predictions of atmospheric circulation. J. Climate, 4 , 407423.

    • Search Google Scholar
    • Export Citation
  • Fennessy, M. J., and Coauthors. 1994: The simulated Indian monsoon: A GCM sensitivity study. J. Climate, 7 , 3343.

  • Fu, C. B., and X. L. Teng, 1988: The relationship between summer climate anomalies in China and El Niño–Southern Oscillation phenomena. Sci. Atmos. Sin., 133141.

    • Search Google Scholar
    • Export Citation
  • Gadgil, S., and S. Sajani, 1998: Monsoon precipitation in the AMIP runs. Climate Dyn., 14 , 659689.

  • Gates, W. L., and Coauthors. 1999: An overview of the results of the Atmospheric Model Intercomparison Project (AMIP I). Bull. Amer. Meteor. Soc., 80 , 2955.

    • Search Google Scholar
    • Export Citation
  • Kiehl, J. T., J. J. Hack, G. B. Bonan, B. A. Boville, D. L. Williamson, and P. J. Rasch, 1998: The National Center for Atmospheric Research Community Climate Model: CCM3. J. Climate, 11 , 11311149.

    • Search Google Scholar
    • Export Citation
  • Kumar, A., M. Hoerling, M. Ji, A. Leetmaa, and P. Sardeshmukh, 1996: Assessing a GCM's suitability for making seasonal predictions. J. Climate, 9 , 115129.

    • Search Google Scholar
    • Export Citation
  • Lau, K-M., and M. C. Li, 1984: The monsoon of East Asia and its global associations—A survey. Bull. Amer. Meteor. Soc., 65 , 114125.

    • Search Google Scholar
    • Export Citation
  • Lau, K-M., G. J. Yang, and S. H. Shen, 1988: Seasonal and intraseasonal climatology of summer monsoon rainfall over East Asia. Mon. Wea. Rev., 116 , 1837.

    • Search Google Scholar
    • Export Citation
  • Lau, K-M., K-M. Kim, and S. Yang, 2000: Dynamical and boundary forcing characteristics of regional components of the Asian summer monsoon. J. Climate, 13 , 24612482.

    • Search Google Scholar
    • Export Citation
  • Liang, X-Z., and W-C. Wang, 1998: Associations between China monsoon rainfall and tropospheric jets. Quart. J. Roy. Meteor. Soc., 124 , 25972623.

    • Search Google Scholar
    • Export Citation
  • Liang, X-Z., A. N. Samel, and W-C. Wang, 1995a: Observed and GCM simulated decadal variability of monsoon rainfall in east China. Climate Dyn., 11 , 103114.

    • Search Google Scholar
    • Export Citation
  • Liang, X-Z., W-C. Wang, and M. P. Dudek, 1995b: Interannual variability of regional climate and its change due to the greenhouse effect. Global Planet. Change, 10 , 217238.

    • Search Google Scholar
    • Export Citation
  • Liang, X-Z., K. R. Sperber, W-C. Wang, and A. N. Samel, 1997: Predictability of SST forced climate signals in two atmospheric general circulation models. Climate Dyn., 13 , 391415.

    • Search Google Scholar
    • Export Citation
  • Liang, X-Z., W-C. Wang, and A. N. Samel, 2001: Biases in AMIP model simulations of the east China monsoon system. Climate Dyn., 17 , 291304.

    • Search Google Scholar
    • Export Citation
  • Meehl, G., 1994: Coupled land–ocean–atmosphere processes and south Asian monsoon variability. Science, 265 , 263267.

  • Mehta, V., and K-M. Lau, 1997: Influence of solar irradiance on the Indian monsoon–ENSO relationship at decadal–multidecadal time scales. Geophys. Res. Lett., 24 , 159162.

    • Search Google Scholar
    • Export Citation
  • Palmer, T. N., and D. A. Mansfield, 1986: A study of wintertime circulation anomalies during past El Niño events using a high resolution general circulation model. I: Influence of model climatology. Quart. J. Roy. Meteor. Soc., 112 , 613638.

    • Search Google Scholar
    • Export Citation
  • Palmer, T. N., and D. L. T. Anderson, 1994: The prospects for seasonal forecasting—A review paper. Quart. J. Roy. Meteor. Soc., 120 , 755793.

    • Search Google Scholar
    • Export Citation
  • Phillips, T. J., 1994: A summary documentation of the AMIP models. PCMDI Rep. 18, PCMDI, Lawrence Livermore National Laboratory, 343 pp.

    • Search Google Scholar
    • Export Citation
  • Samel, A. N., S. Wang, and W-C. Wang, 1995: A comparison between observed and GCM simulated summer monsoon characteristics over China. J. Climate, 8 , 16901696.

    • Search Google Scholar
    • Export Citation
  • Samel, A. N., W-C. Wang, and X-Z. Liang, 1999: The monsoon rainfall period and interannual variability over China. J. Climate, 12 , 115131.

    • Search Google Scholar
    • Export Citation
  • Sardeshmukh, P. D., and B. J. Hoskins, 1988: The generation of global rotational flow by steady idealized tropical divergence. J. Atmos. Sci., 45 , 12281251.

    • Search Google Scholar
    • Export Citation
  • Shukla, J., 1987: Interannual variability of monsoons. Monsoons, J. S. Fein and P. L. Stephens, Eds., John Wiley and Sons, 399–463.

  • Sperber, K. R., and T. N. Palmer, 1996: Interannual tropical rainfall variability in general circulation model simulations associated with the Atmospheric Model Intercomparison Project. J. Climate, 9 , 27272750.

    • Search Google Scholar
    • Export Citation
  • Sperber, K. R., and participating AMIP modeling groups,. 1999: Are revised models better models? A skill score assessment of regional interannual variability. Geophys. Res. Lett., 26 , 12671270.

    • Search Google Scholar
    • Export Citation
  • Tao, S-Y., and L-X. Chen, 1987: A review of recent research of the east Asian summer monsoon in China. Monsoon Meteorology, C.-P. Chang and T. N. Krishnamurti, Eds., Oxford University Press, 60–92.

    • Search Google Scholar
    • Export Citation
  • Wang, W-C., and Coauthors. 1998: GCM simulations of the east Asia climate. Proceedings of the Third East Asia–West Pacific Meteorology and Climate Conference, C.-P. Chang, Ed., World Scientific Publication Corp., 473–482.

    • Search Google Scholar
    • Export Citation
  • Webster, P. J., and S. Yang, 1992: Monsoon and ENSO: Selectively active systems. Quart. J. Roy. Meteor. Soc., 118 , 877926.

  • Xie, P., and P. A. Arkin, 1997: A 17-year monthly analysis based on gauge observation, satellite estimates, and numerical model outputs. Bull. Amer. Meteor. Soc., 78 , 25392558.

    • Search Google Scholar
    • Export Citation
  • Xu, Q., 1975: Mei-Yu (monsoon rainfall) in the Yangtze River valley during the last 80 years. Acta. Meteor. Sin., 33 , 507518.

  • Yang, S., and L. Xu, 1994: Linkage between Eurasian winter snow cover and regional Chinese summer rainfall. Int. J. Climatol., 14 , 739750.

    • Search Google Scholar
    • Export Citation
  • Yang, S., and K-M. Lau, 1998: Influences of sea surface temperature and ground wetness on Asian summer monsoon. J. Climate, 11 , 32303246.

    • Search Google Scholar
    • Export Citation
  • Yang, S., and M. Samkar-Rao, 1996: Precursory signs associated with the interannual variability of the Asian summer monsoon. J. Climate, 9 , 949964.

    • Search Google Scholar
    • Export Citation
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