Skip to main content
Log in

Interannual variability of autumn to spring seasonal precipitation in eastern China

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The interannual variability of seasonal precipitation in eastern China from fall to following spring is examined for the period of 1951–2004 based on observations at 106 stations. The temporal variability of seasonal mean values is decomposed into intraseasonal (fast) and slow (potentially predictable) components. EOF analysis is then applied to both the fast and predictable components. We find that (1) the most predictable signal migrates in a north–south direction along with the annual cycle of the monsoon in east China, while spatial patterns of the leading fast modes does not change much; (2) the predictable signal of precipitation in eastern China is associated with anomalous atmospheric circulation patterns having more zonally symmetric structures while the fast time-varying precipitation components are accompanied by wavy anomalous atmospheric circulation patterns; (3) the most predictable signal has an apparent 1-season lagged correlation with the interannual variation of sea surface temperature associated with El Niño/Southern Oscillation; (4) The fast rainfall component is largely attributed to the intraseasonal variabilities of the Siberian High over the Eurasian continent and the subtropical high associated with the Western-Pacific-Oscillation-like variabilities over the North Pacific; and (5) The ENSO signal in the fall seasonal precipitation persisted throughout the entire 54-year period while the signal in winter intensified significantly after the mid-1970s. This is attributed to the weaker/stronger intensification of ENSO anomalies in the tropical Pacific during the fall/winter.

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
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Chang CP (2004) The East Asian monsoon. World Scientific, Singapore

    Book  Google Scholar 

  • Chang CP, Zhang Y, Li T (2000) Interannual and interdecadal variations of the East Asian summer monsoon and tropical Pacific SSTs. Part II: meridional structure of the monsoon. J Climate 13:4326–4340

    Article  Google Scholar 

  • Chen JP, Wen ZP, Wu RG, Chen ZS, Zhao P (2013) Interdecadal changes in the relationship between Southern China winter-spring precipitation and ENSO. Clim Dyn. doi:10.1007/s00382-013-1947-x

    Google Scholar 

  • Ding YH (1994) Monsoons over china. Kluwer Academic Publishers, The Netherlands

    Google Scholar 

  • Ding YH, Chan JCL (2005) The East Asia summer monsoon: an overview. Meteorol Atmos Phys 89:117–142. doi:10.1007/s00703-005-0125-z

    Article  Google Scholar 

  • Frederiksen CS, Zheng XG (2004) Variability of seasonal-mean fields arising from intraseasonal variability: part 2, application to NH winter circulations. Clim Dyn 23:193–206

    Article  Google Scholar 

  • Frederiksen CS, Zheng X (2007) Coherent patterns of interannual variability of the atmospheric circulation: the role of intraseasonal variability. In: Denier J, Frederiksen JS (eds) Frontiers in turbulence and coherent structures, World scientific lecture notes in complex systems, vol 6. World Scientific, Singapore, pp 87–120

    Google Scholar 

  • Grainger S, Frederiksen CS, Zheng XG (2008) A method for evaluating the modes of variability in general circulation models. ANZIAM J 50:C399–C412

    Google Scholar 

  • He C, Zhou T, Zou L, Zhang L (2013) Two interannual variability modes of the Northwestern Pacific Subtropical Anticyclone in boreal summer. Sci China Earth Sci 2013(56):1254–1265. doi:10.1007/s11430-012-4443-y

    Article  Google Scholar 

  • Hsu HH, Zhou T, Matsumoto J (2014) East Asian, Indochina and Western North Pacific summer monsoon-an update. Asia Pacific J Atmos Sci 50(1):45–68

    Article  Google Scholar 

  • Hu ZZ (1997) Interdecadal variability of summer climate over East Asia and its association with 500 hPa height and global sea surface temperature. J Geophys Res 102(19):403–412

    Google Scholar 

  • Huang RH, Sun FY (1994) Impacts of the thermal state and the convective activities in the tropical western Pacific warm pool on the summer climate anomalies in East Asia. Scientia Atmospherica Sinica 18(2):141–151 (in Chinese)

    Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds R, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:431–471

    Article  Google Scholar 

  • Li C, Ma H (2012) Relationship between ENSO and winter rainfall over southeast China and its decadal variability. Adv Atmos Sci 29(6):1129–1141

    Article  Google Scholar 

  • Li B, Zhou TJ (2011) ENSO-related principal interannual variability modes of early and late summer rainfall over East Asia in SST-driven AGCM simulations. J Geophys Res 116:D14118. doi:10.1029/2011JD015691

    Article  Google Scholar 

  • Li H, Dai A, Zhou T (2010a) Responses of East Asian summer monsoon to historical SST and atmospheric forcing during 1950–2000. Clim Dyn 34:501–514. doi:10.1007/s00382-008-0482-7

    Article  Google Scholar 

  • Li JP, Wu ZW, Jiang ZH, He JH (2010b) Can global warming strengthen the East Asian summer Monsoon? J Clim 23:6696–6705

    Article  Google Scholar 

  • Liebmann B, Smith CA (1996) Description of a complete (interpolated) outgoing longwave radiation dataset. Bull Am Soc 77:1275–1277

    Google Scholar 

  • Linderholm HW, Ou T, Jeong J-H, Folland CK, Gong D, Liu H, Liu Y, Chen D (2011) Interannual teleconnections between the summer North Atlantic Oscillation and the summer East Asian Monsoon. J Geophys Res 116:D13107

    Article  Google Scholar 

  • Madden RA (1976) Estimates of the natural variability of time-averaged sea-level pressure. Mon Weather Rev 104:942–952. doi:10.1175/1520-0493(1976)104<0942:EOTNVO>2.0.CO;2

    Article  Google Scholar 

  • Mantua NJ, Hare SR, Zhang Y, Wallace JM, Francies RC (1997) A pacific interdecadal climate oscillation with impacts on salmon production. Bull Am Meteorol Soc 78:1069–1079

    Article  Google Scholar 

  • Mao JY, Chan JCL (2005) Intraseasonal variability of the South China Sea summer monsoon. J Clim 18:2388–2402

    Article  Google Scholar 

  • Qian C, Zhou T (2014) Multidecadal variability of North China aridity and its relationship to PDO during 1900–2010. J Clim 27(3), 1210–1222, doi:10.1175/JCLI-D-13-00235.1

  • Quan XW, Diaz HF, Hoerling MP (2004a) Change of the tropical hadley cell since 1950. In: Diaz HF, Bradley RS (eds) Hadley circulation: past, present, and future. Cambridge University Press, New York, pp 85–120

  • Quan XW, Webster PJ, Moore AM, Chang H-R (2004b) Seasonality in SST forced atmospheric short-term climate predictability. J Clim 17:3090–3180

    Article  Google Scholar 

  • Rayner NA, Parker DE, Folland CK, Alexander LV, Horton EB, Rowell DP (2003) Globally complete analyses of sea-surface temperature, sea-ice and marine air temperature, 1871–2000. J Geophys Res 108:4407

    Article  Google Scholar 

  • Song F, Zhou TJ (2014) Interannual Variability of East Asian summer Monsoon simulated by CMIP3 and CMIP5 AGCMs: skill dependence on Indian Ocean-Western Pacific anticyclone teleconnection. J Clim 27:1679–1697

    Article  Google Scholar 

  • Wang B (2006) The Asian Monson. Springer, Berlin

    Google Scholar 

  • Wang HJ, He SP (2012) Weakening of relationship between East Asian winter monsoon and ENSO after mid-1970s. Chin Sci Bull 57:3535–3540

    Article  Google Scholar 

  • Wang B, Li T (2004) East Asian monsoon-ENSO interactions. In: Chang CP (ed) East Asian monsoon. World Scientific, Singapore, pp 177–212

    Chapter  Google Scholar 

  • Wang B, Linho (2002) Rainy season of the Asian-Pacific summer Monsoon. J Clim 15:386–398

    Article  Google Scholar 

  • Wang B, Wu RG, Fu XH (2000) Pacific-East Asian teleconnection: how does ENSO affect East Asian climate? J Clim 13:1517–1536

    Article  Google Scholar 

  • Wang B et al (2008a) How accurately do coupled climate models predict the leading modes of Asian-Australian monsoon interannual variability? Clim Dyn 30:605–619

    Article  Google Scholar 

  • Wang B, Yang J, Zhou TJ, Wang B (2008b) Interdecadal changes in the major modes of Asian-Australian Monsoon variability: strengthening relationship with ENSO since late 1970s. J Clim 21:1771–1789

    Article  Google Scholar 

  • Wang B, Liu J, Yang J, Zhou T, Wu Z (2009) Distinct principal modes of early and late summer rainfall anomalies in East Asia. J Clim 22:3864–3875

    Article  Google Scholar 

  • Wu RG, Kirtman BP (2007) Observed relationship of spring and summer East Asian rainfall with winter and spring eurasian snow. J Clim 20:1285–1304

    Article  Google Scholar 

  • Wu T, Qian Z (2003) The relation between the Tibetan winter snow and the Asian summer monsoon and rainfall: an observational investigation. J Clim 16:2038–2051

    Article  Google Scholar 

  • Wu RG, Wang B (2002) A contrast of the East Asian summer Monsoon-ENSO relationship between 1962–77 and 1978–93. J Clim 15:3266–3279

    Article  Google Scholar 

  • Wu RG, Hu ZZ, Kirtman BP (2003) Evolution of ENSO-related rainfall anomalies in East Asia. J Clim 16:3742–3758

    Article  Google Scholar 

  • Wu B, Zhou T, Li T (2009) Seasonally evolving dominant interannual variability modes of East Asian climate. J Clim 22:2992–3005

    Article  Google Scholar 

  • Wu B, Li T, Zhou TJ (2010) Relative contributions of the Indian Ocean and local SST anomalies to the maintenance of the western North Pacific anomalous anticyclone during El Nino decaying summer. J Clim 23:2974–2986

    Article  Google Scholar 

  • Wu RG, Yang S, Wen ZP, Huang G, Hu KM (2011) Interdecadal change in the relationship of southern China summer rainfall with tropical Indo-Pacific SST. Theoret Appl Climatol 108:119–133

    Article  Google Scholar 

  • Xie S-P, Du Y, Huang G, Zheng X-T, Tokinaga H, Hu K, Liu Q (2010) Decadal shift in El Nino influences on Indo-western Pacific and East Asian climate in the 1970s. J Clim 23:3352–3368

    Article  Google Scholar 

  • Yang J, Liu Q, Xie S-P, Liu Z, Wu L (2007) Impact of the Indian Ocean SST basin mode on the Asian summer monsoon. Geophys Res Lett 34:L02708. doi:10.1029/2006GL028571

    Google Scholar 

  • Ying KR, Zheng XG, Quan XW, Frederiksen CS (2013) Predictable signals of seasonal precipitation in the Yangtze-Huaihe river valley. Int J Climatol 33:3002–3015. doi:10.1002/joc.3644

    Article  Google Scholar 

  • Yun K-S, Seo K-H, Ha K-J (2010) Interdecadal change in the relationship between ENSO and the intraseasonal oscillation in East Asia. J Clim 23:3599–3612

    Article  Google Scholar 

  • Zhang RH, Sumi A, Kimoto M (1999) A diadnostic study of the impact of El Nino on the precipitation in China. Adv Atmos Sci 16:229–241

    Article  Google Scholar 

  • Zhang YS, Li T, Wang B (2004) Decadal change of the spring snow depth over the Tibetan Plateau: the associated circulation and influence on the East Asian summer Monsoon. J Climate 17:2780–2793

    Article  Google Scholar 

  • Zhao P, Zhou ZJ, Liu JP (2007) Variability of Tibetan spring snow and its associations with the hemispheric extratropical circulation and East Asian summer Monsoon rainfall: an observational investigation. J Clim 20:3942–3955

    Article  Google Scholar 

  • Zheng XG, Frederiksen CS (1999) Validating interannual variability in an ensemble of AGCM simulations. J Clim 12:2386–2396. doi:10.1175/1520-0442(1999)012<2386:VIVAE>2.0.CO;2

  • Zheng XG, Frederiksen CS (2004) Variability of seasonal-mean fields arising from intraseasonal variability: part 1. Methodology. Clim Dyn 23:171–191

    Google Scholar 

  • Zheng XG, Frederiksen CS (2006) A study of predictable patterns for seasonal forecasting of New Zealand rainfall. J Clim 19:3320–3333. doi:10.1175/JCLI3798.1

  • Zhou T, Yu R, Li H, Wang B (2008) Ocean forcing to changes in Global monsoon precipitation over the recent half-century. J Clim 21(15):3833–3852

    Article  Google Scholar 

  • Zhou T, Wu B, Wang B (2009a) How well do atmospheric general circulation models capture the leading modes of the interannual variability of the Asian-Australian Monsoon? J Clim 22:1159–1173

    Article  Google Scholar 

  • Zhou T, Gong D, Li J, Li B (2009b) Detecting and understanding the multi-decadal variability of the East Asian summer Monsoon—recent progress and state of affairs. Meteorol Z 18(4):455–467

    Article  Google Scholar 

  • Zhou T, Yu R, Zhang J, Drange H, Cassou C, Deser C, Hodson DLR, Sanchez-Gomez E, Li J, Keenlyside N, Xin X, Okumura Y (2009c) Why the Western Pacific subtropical high has extended westward since the late 1970s. J Clim 22:2199–2215

    Article  Google Scholar 

  • Zhou LT, Tam CY, Zhou W, Chan CL (2010) Influence of South China Sea SST and the ENSO on winter rainfall over South China. Adv Atmos Sci 27(4):832–844

    Article  Google Scholar 

  • Zhou T, Hsu H-H, Matsuno J (2011) Summer monsoons in East Asia, Indochina, and the western North Pacific, 43–72 pp. In: Chang C-P et al (eds) The Global Monsoon system: research and forecast (2nd edn). World Scientific Publishing Co, Singapore

  • Zhou T, Song F, Lin R, Chen X, Chen X (2013) The 2012 North China floods: explaining an extreme rainfall event in the context of a long-term drying tendency [in “Explaining Extreme Events of 2012 from a Climate Perspective”]. Bull Am Meteorol Soc 94(9):S49–S51

    Google Scholar 

  • Zuo JQ, Li WJ, Sun CH, Xu L, Ren HL (2013) Impact of the North Atlantic Sea surface temperature Tripole on the East Asian summer Monsoon. Adv Atmos Sci 30(4):1173–1186

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by National Program on Key Basic Research Projects of China (Grant No. 2010CB951604), National Basic Research Program of China (Grant No. 2012CB956203), and Key Technologies Research and Development Program of China (Grant No. 2013BAC05B04). The authors thank the anonymous reviewers of this paper whose informative and insightful comments/suggestions have bean very helpful and greatly improved the quality of the paper. We also grateful to the editors for their hard work and suggestions on this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiao-Wei Quan.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ying, K., Zhao, T., Quan, XW. et al. Interannual variability of autumn to spring seasonal precipitation in eastern China. Clim Dyn 45, 253–271 (2015). https://doi.org/10.1007/s00382-014-2411-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-014-2411-2

Keywords

Navigation