The Intermodel Diversity of East Asia’s Summer Rainfall among CMIP5 Models

Xia Qu State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences, and Joint Center for Global Change Studies, Beijing, China

Search for other papers by Xia Qu in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

Based on the results of 46 phase 5 of the Coupled Model Intercomparison Project (CMIP5) models and empirical orthogonal function analysis, it was found that the leading diversity mode of East Asian summer rainfall across the models features a dipole structure. This structure is characterized by intensified rainfall over southern China and the area south of Japan and by weakened rainfall over northern China and explains more than 1/3 of the total intermodel variance. The uncertainty in meridional position of intertropical convergence zone (ITCZ) over the tropical North Pacific, caused by rainfall parameterization and air–sea interactions, is responsible for the mode. In models with a southward shifted ITCZ, the heating associated with inadequate rainfall (7°–18°N) over the tropical northwest Pacific excites wave activities that propagate northward and converge south of Japan in the midtroposphere. In the midtroposphere, a positive (negative) vorticity departure resides north (south) of the center of rainfall diversity. Correspondingly, the westerlies departure resides over the anomaly centers. The westerlies induce warm horizontal advection departure, leading to ascendance and rainfall variability.

In addition, the rainfall diversity south of Japan induces changes in rainfall over northern China; this, in turn, promotes rainfall over the area south of Japan. Anomalous positive latent heating associated with the rainfall south of Japan induces anomalous northerlies and northeasterlies over northern China. This phenomenon depresses rainfall in northern China through bringing in dry air and weakening evaporation. This rainfall excites an upper-troposphere vorticity departure to the west, exciting wave activity propagating southeastward and downward. In the midtroposphere, the waves converge south of Japan and reinforce the westerlies and the rainfall diversity there.

© 2017 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Dr. X. Qu, quxia@mail.iap.ac.cn

Abstract

Based on the results of 46 phase 5 of the Coupled Model Intercomparison Project (CMIP5) models and empirical orthogonal function analysis, it was found that the leading diversity mode of East Asian summer rainfall across the models features a dipole structure. This structure is characterized by intensified rainfall over southern China and the area south of Japan and by weakened rainfall over northern China and explains more than 1/3 of the total intermodel variance. The uncertainty in meridional position of intertropical convergence zone (ITCZ) over the tropical North Pacific, caused by rainfall parameterization and air–sea interactions, is responsible for the mode. In models with a southward shifted ITCZ, the heating associated with inadequate rainfall (7°–18°N) over the tropical northwest Pacific excites wave activities that propagate northward and converge south of Japan in the midtroposphere. In the midtroposphere, a positive (negative) vorticity departure resides north (south) of the center of rainfall diversity. Correspondingly, the westerlies departure resides over the anomaly centers. The westerlies induce warm horizontal advection departure, leading to ascendance and rainfall variability.

In addition, the rainfall diversity south of Japan induces changes in rainfall over northern China; this, in turn, promotes rainfall over the area south of Japan. Anomalous positive latent heating associated with the rainfall south of Japan induces anomalous northerlies and northeasterlies over northern China. This phenomenon depresses rainfall in northern China through bringing in dry air and weakening evaporation. This rainfall excites an upper-troposphere vorticity departure to the west, exciting wave activity propagating southeastward and downward. In the midtroposphere, the waves converge south of Japan and reinforce the westerlies and the rainfall diversity there.

© 2017 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Dr. X. Qu, quxia@mail.iap.ac.cn
Save
  • Chang, C.-P., Y. Zhang, and T. Li, 2000: Interannual and interdecadal variations of the East Asian summer monsoon and tropical Pacific SSTs. Part I: Roles of the subtropical ridge. J. Climate, 13, 43104325, doi:10.1175/1520-0442(2000)013<4310:IAIVOT>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chen, J., and S. Bordoni, 2014: Orographic effects of the Tibetan Plateau on the East Asian summer monsoon: An energetic perspective. J. Climate, 27, 30523072, doi:10.1175/JCLI-D-13-00479.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chen, L., and O. W. Frauenfeld, 2014: A comprehensive evaluation of precipitation simulations over China based on CMIP5 multimodel ensemble projections. J. Geophys. Res. Atmos., 119, 57675786, doi:10.1002/2013JD021190.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chiang, J. C. H., and D. J. Vimont, 2004: Analogous Pacific and Atlantic meridional modes of tropical atmosphere–ocean variability. J. Climate, 17, 41434158, doi:10.1175/JCLI4953.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chou, C., and J. D. Neelin, 2004: Mechanisms of global warming impacts on regional tropical precipitation. J. Climate, 17, 26882701, doi:10.1175/1520-0442(2004)017<2688:MOGWIO>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Held, I. M., and B. J. Soden, 2006: Robust responses of the hydrological cycle to global warming. J. Climate, 19, 56865699, doi:10.1175/JCLI3990.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Huang, D.-Q., J. Zhu, Y.-C. Zhang, and A.-N. Huang, 2013: Uncertainties on the simulated summer precipitation over eastern China from the CMIP5 models. J. Geophys. Res. Atmos., 118, 90359047, doi:10.1002/jgrd.50695.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Huang, R., and F. Sun, 1992: Impact of the tropical western Pacific on the East Asian summer monsoon. J. Meteor. Soc. Japan, 70, 243256, doi:10.2151/jmsj1965.70.1B_243.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Huang, R., Z. Zhang, G. Huang, and B. Ren, 1998: Characteristics of the water vapor transport in East Asian monsoon region and its differences from that of South Asian monsoon region in summer. Chin. J. Atmos. Sci., 22, 368379.

    • Search Google Scholar
    • Export Citation
  • Huang, R., G. Huang, and B. Ren, 1999: Advances and problems needed for further investigation in the studies of the East Asian summer monsoon. Chin. J. Atmos. Sci., 23, 129141.

    • Search Google Scholar
    • Export Citation
  • Huang, R., J. Chen, and G. Huang, 2007: Characteristics and variations of the East Asian monsoon system and its impacts on climate disasters in China. Adv. Atmos. Sci., 24, 9931023, doi:10.1007/s00376-007-0993-x.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kosaka, Y., and H. Nakamura, 2006: Structure and dynamics of the summertime Pacific–Japan teleconnection pattern. Quart. J. Roy. Meteor. Soc., 132, 20092030, doi:10.1256/qj.05.204.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kosaka, Y., and H. Nakamura, 2011: Dominant mode of climate variability, intermodel diversity and projected future changes over the summertime western North Pacific simulated in the CMIP3 models. J. Climate, 24, 39353955, doi:10.1175/2011JCLI3907.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kosaka, Y., S. P. Xie, and H. Nakamura, 2011: Dynamics of interannual variability in summer precipitation over East Asia. J. Climate, 24, 54355453, doi:10.1175/2011JCLI4099.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, B., and T. Zhou, 2010: Projected climate change over China under SRES A1B scenario: Multi-model ensemble and uncertainties. Adv. Climate Change Res., 6, 270276.

    • Search Google Scholar
    • Export Citation
  • Li, G., and S.-P. Xie, 2012: Origins of tropical‐wide SST biases in CMIP multi‐model ensembles. Geophys. Res. Lett., 39, L22703, doi:10.1029/2012GL053777.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, G., and S.-P. Xie, 2014: Tropical biases in CMIP5 multimodel ensemble: The excessive equatorial Pacific cold tongue and double ITCZ problems. J. Climate, 27, 17651780, doi:10.1175/JCLI-D-13-00337.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, G., Y. Du, H. Xu, and B. Ren, 2015: An intermodel approach to identify the source of excessive equatorial Pacific cold tongue in CMIP5 models and uncertainty in observational datasets. J. Climate, 28, 76307640, doi:10.1175/JCLI-D-15-0168.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Li, G., S.-P. Xie, Y. Du, and Y. Luo, 2016: Effects of excessive equatorial cold tongue bias on the projections of tropical Pacific climate change. Part I: The warming pattern in CMIP5 multi-model ensemble. Climate Dyn., 47, 38173831, doi:10.1007/s00382-016-3043-5.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Liu, Y., B. Hoskins, and M. Blackburn, 2007: Impact of Tibetan orography and heating on the summer flow over Asia. J. Meteor. Soc. Japan, 85, 119, doi:10.2151/jmsj.85B.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lu, R., and Z. Lin, 2009: Role of subtropical precipitation anomalies in maintaining the summertime meridional teleconnection over the western North Pacific and East Asia. J. Climate, 22, 20582072, doi:10.1175/2008JCLI2444.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Ma, J., and S.-P. Xie, 2013: Regional patterns of sea surface temperature change: A source of uncertainty in future projections of precipitation and atmospheric circulation. J. Climate, 26, 24822501, doi:10.1175/JCLI-D-12-00283.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Meehl, G. A., and Coauthors, 2009: Decadal prediction. Bull. Amer. Meteor. Soc., 90, 14671485, doi:10.1175/2009BAMS2778.1.

  • Qu, X., and G. Huang, 2016: The global warming–induced South Asian high change and its uncertainty. J. Climate, 29, 22592273, doi:10.1175/JCLI-D-15-0638.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Qu, X., G. Huang, and W. Zhou, 2014: Consistent responses of East Asian summer mean rainfall to global warming in CMIP5 simulations. Theor. Appl. Climatol., 117, 123131, doi:10.1007/s00704-013-0995-9.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Sampe, T., and S.-P. Xie, 2010: Large-scale dynamics of the meiyu–baiu rainband: Environmental forcing by the westerly jet. J. Climate, 23, 113134, doi:10.1175/2009JCLI3128.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Stocker, T. F., and Coauthors, 2013: Technical summary. Climate Change 2013: The Physical Science Basis, T. F. Stocker, et al., Eds., Cambridge University Press, 33–115.

  • Takaya, K., and H. Nakamura, 2001: A formulation of a phase-independent wave-activity flux for stationary and migratory quasigeostrophic eddies on a zonally varying basic flow. J. Atmos. Sci., 58, 608627, doi:10.1175/1520-0469(2001)058<0608:AFOAPI>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Taylor, K. E., R. J. Stouffer, and G. A. Meehl, 2012: An overview of CMIP5 and the experiment design. Bull. Amer. Meteor. Soc., 93, 485498, doi:10.1175/BAMS-D-11-00094.1.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, C., L. Zhang, S.-K. Lee, L. Wu, and C. R. Mechoso, 2014: A global perspective on CMIP5 climate model biases. Nat. Climate Change, 4, 201205, doi:10.1038/nclimate2118.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Watanabe, M., and M. Kimoto, 2000: Atmosphere–ocean thermal coupling in the North Atlantic: A positive feedback. Quart. J. Roy. Meteor. Soc., 126, 33433369, doi:10.1002/qj.49712657017.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xie, P., and P. A. Arkin, 1997: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs. Bull. Amer. Meteor. Soc., 78, 25392558, doi:10.1175/1520-0477(1997)078<2539:GPAYMA>2.0.CO;2.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, Q., G. Wu, and Y. Qian, 2002: The bimodality of the 100 hPa South Asia high and its relationship to the climate anomaly over East Asia in summer. J. Meteor. Soc. Japan, 80, 733744, doi:10.2151/jmsj.80.733.

    • Crossref
    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 708 309 26
PDF Downloads 129 24 3