Skip to main content
Log in

Predictability of South China Sea Summer Monsoon Onset

  • Original Paper
  • Published:
Advances in Atmospheric Sciences Aims and scope Submit manuscript

Abstract

Predicting monsoon onset is crucial for agriculture and socioeconomic planning in countries where millions rely on the timely arrival of monsoon rains for their livelihoods. In this study we demonstrate useful skill in predicting year-to-year variations in South China Sea summer monsoon onset at up to a three-month lead time using the GloSea5 seasonal forecasting system. The main source of predictability comes from skillful prediction of Pacific sea surface temperatures associated with El Niño and La Niña. The South China Sea summer monsoon onset is a known indicator of the broadscale seasonal transition that represents the first stage of the onset of the Asian summer monsoon as a whole. Subsequent development of rainfall across East Asia is influenced by subseasonal variability and synoptic events that reduce predictability, but interannual variability in the broadscale monsoon onset for East Asian summer monsoon still provides potentially useful information for users about possible delays or early occurrence of the onset of rainfall over East Asia.

摘要

季风爆发的预测对农业和社会经济的规划有着重要作用,数以百万计人们的生活都依赖于季风雨季的到来.本文利用GloSea5季节预测模型研究了南海季风爆发年际变化提前三个月的可预测性.这种可预测性的主要来源是与ENSO有关的太平洋海温的预测技巧.南海夏季风爆发是大范围季节转型的标志,代表了整个亚洲夏季风爆发的第一阶段.尽管随后东亚地区降水由于受到次季节尺度和天气尺度事件的影响而造成可预测性降低,但对东亚夏季风建立年际变化的预测仍然能够为用户提供季风雨季到来或早或晚这种有用的信息.

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

  • Bett, P. E., and Coauthors, 2018: Seasonal forecasts of the summer 2016 Yangtze River basin rainfall. Adv. Atm. Sci., 35, 918–926, https://doi.org/10.1007/s00376-018-7210-y.

    Article  Google Scholar 

  • Bolton, D., 1980: The computation of equivalent potential temperature. Mon. Wea. Rev., 108, 1046–1053, https://doi.org/10.1175/1520-0493(1980)108<1046:TCOEPT>2.0.CO;2.

    Article  Google Scholar 

  • Chan, J. C. L., Y. G. Wang, and J. J. Xu, 2000: Dynamic and thermodynamic characteristics associated with the onset of the 1998 South China Sea summer monsoon. J. Meteor. Soc. Japan, 78, 367–380, https://doi.org/10.2151/jmsj1965.78.4367.

    Article  Google Scholar 

  • Dee, D. P., and Coauthors, 2011: The ERA-Interim reanalysis: Configuration and performance of the data assimilation system. Quart. J. Roy. Meteor. Soc., 137, 553–597, https://doi.org/10.1002/qj.828.

    Article  Google Scholar 

  • Ding, Y. H., and J. C. L. Chan, 2005: The East Asian summer monsoon: An overview. Meteor. Atmos. Phys., 89, 117–142, https://doi.org/10.1007/s00703-005-0125-z.

    Article  Google Scholar 

  • Ding, Y. H., and C. He, 2006: The summer monsoon onset over the tropical eastern Indian Ocean: The earliest onset process of the Asian summer monsoon. Adv. Atmos. Sci, 23, 940–950, https://doi.org/10.1007/s00376-006-0940-2.

    Article  Google Scholar 

  • Dunstone, N., D. Smith, A. Scaife, L. Hermanson, R. Eade, N. Robinson, M. Andrews, and J. Knight, 2016: Skilful predictions of the winter North Atlantic Oscillation one year ahead. Nature Geoscience, 9, 809–814, https://doi.org/10.1038/ngeo2824.

    Article  Google Scholar 

  • Eade, R., D. Smith, A. Scaife, E. Wallace, N. Dunstone, L. Hermanson, and N. Robinson, 2014: Do seasonal-to-decadal climate predictions underestimate the predictability of the real world? Geophys. Res. Lett., 41, 5620–5628, https://doi.org/10.1002/2014GL061146.

    Article  Google Scholar 

  • Fang, Y. J., and Coauthors, 2016: High-resolution simulation of the boreal summer intraseasonal oscillation in Met Office Unified model. Quart. J. Roy. Meteor. Soc., 143, 362–373, https://doi.org/10.1002/qj.2927.

    Article  Google Scholar 

  • Gao, H., Y. K. Tan, and J. J. Liu, 2001: Definition of 40-year onset date of South China Sea Summer Monsoon. Journal of Nanjing Institute of Meteorology, 24, 379–383, https://doi.org/10.3969/j.issn.1674-7097.2001.03.012. (in Chinese with English abstract)

    Google Scholar 

  • Hardiman, S. C., and Coauthors, 2018: The asymmetric response of Yangtze river basin summer rainfall to El Niño/La Niña. Environmental Research Letters, 13(2), 024015, https://doi.org/10.1088/1748-9326/aaa172.

    Article  Google Scholar 

  • He, B., Y. Zhang, T. Li, and W.-T. Hu, 2017: Interannual variability in the onset of the South China Sea summer monsoon from 1997 to 2014. Atmospheric and Oceanic Science LettersLetterLetter, 10, 73–81, https://doi.org/10.1080/16742834.2017.1237853.

    Article  Google Scholar 

  • He, J. H., and Z. W. Zhu, 2015: The relation of South China Sea monsoon onset with the subsequent rainfall over the subtropical East Asia. International Journal of Climatology, 35, 4547–4556, https://doi.org/10.1002/joc.4305.

    Article  Google Scholar 

  • He, Z. Q., and R. G. Wu, 2013: Seasonality of interannual atmosphere–ocean interaction in the South China Sea. Journal of Oceanography, 69, 699–712, https://doi.org/10.1007/s10872-013-0201-9.

    Article  Google Scholar 

  • Hu, W. T., R. G. Wu, and Y. Liu, 2014: Relation of the South China Sea precipitation variability to tropical Indo-Pacific SST anomalies during spring-to-summer transition. J. Climate, 27, 5451–5467, https://doi.org/10.1175/JCLI-D-14-00089.1.

    Article  Google Scholar 

  • Kalnay, E., and Coauthors, 1996: The NCEP/NCAR 40-year reanalysis project. Bull. Amer. Meteor. Soc., 77, 437–472, https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2.

    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, https://doi.org/10.1175/BAMS-83-11-1631.

    Article  Google Scholar 

  • Kumar, A., M. Y. Chen, and W. Q. Wang, 2013: Understanding prediction skill of seasonal mean precipitation over the Tropics. J. Climate, 26, 5674–5681, https://doi.org/10.1175/JCLID-12-00731.1.

    Article  Google Scholar 

  • Lau, K. M., and S. Yang, 1997: Climatology and interannual variability of the Southeast Asian summer monsoon. Adv. Atmos. Sci., 14, 141–162, https://doi.org/10.1007/s00376-997-0016-y.

    Article  Google Scholar 

  • Lee, S. S., B. Wang, D. E. Waliser, J. M. Neena, and J.-Y. Lee, 2015: Predictability and prediction skill of the boreal summer intraseasonal oscillation in the Intraseasonal Variability Hindcast Experiment. Climate Dyn., 45, 2123–2135, https://doi.org/10.1007/s00382-014-2461-5.

    Article  Google Scholar 

  • Li, C. F., and Coauthors, 2016: Skillful seasonal prediction of Yangtze river valley summer rainfall. Environmental Research Letters, 11(9), 094002, https://doi.org/10.1088/1748-9326/11/9/094002.

    Article  Google Scholar 

  • Li, H., S. P. He, K. Fan, and H. J. Wang, 2018: Relationship between the onset date of the Meiyu and the South Asian anticyclone in April and the related mechanisms. Climate Dyn., https://doi.org/10.1007/s00382-018-4131-5.

    Google Scholar 

  • Li, K. P., W. D. Yu, T. Li, V. S. N. Murty, S. Khokiattiwong, T. R. Adi, and S. Budi, 2013: Structures and mechanisms of the first-branch northward-propagating intraseasonal oscillation over the tropical Indian Ocean. Climate Dyn., 40, 1707–1720, https://doi.org/10.1007/s00382-012-1492-z.

    Article  Google Scholar 

  • Li, R. C. Y., W. Zhou, and T. Li, 2014: Influences of the Pacific–Japan teleconnection pattern on synoptic-scale variability in the Western North Pacific. J. Climate, 27, 140–154, https://doi.org/10.1175/JCLI-D-13-00183.1.

    Article  Google Scholar 

  • Lim, Y., S. W. Son, and D. Kim, 2018: MJO prediction skill of the subseasonal-to-seasonal prediction models. J. Climate, 31, 4075–4094, https://doi.org/10.1175/JCLI-D-17-0545.1.

    Article  Google Scholar 

  • Liu, Y. M., J. C. L. Chan, J. Y. Mao, and G. X. Wu, 2002: The role of Bay of Bengal convection in the onset of the 1998 South China Sea summer monsoon. Mon. Wea. Rev., 130, 2731–2744, https://doi.org/10.1175/1520-0493(2002)130<2731:TROBOB>2.0.CO;2.

    Article  Google Scholar 

  • Luo, M., and L. J. Lin, 2017: Objective determination of the onset and withdrawal of the South China Sea summer monsoon. Atmospheric Science Letters, 18, 276–282, https://doi.org/10.1002/asl.753.

    Article  Google Scholar 

  • Luo, M., Y. Leung, H. F. Graf, M. Herzog, and W. Zhang, 2016: Interannual variability of the onset of the South China Sea summer monsoon. International Journal of Climatology, 36, 550–562, https://doi.org/10.1002/joc.4364.

    Article  Google Scholar 

  • Luo, Y. L., H. Wang, R. H. Zhang, W. M. Qian, and Z. Z. Luo, 2013: Comparison of rainfall characteristics and convective properties of monsoon precipitation systems over south China and the Yangtze and Huai River basin. J. Climate, 26, 110–132, https://doi.org/10.1175/JCLI-D-12-00100.1.

    Article  Google Scholar 

  • MacLachlan, C., and Coauthors, 2015: Global Seasonal forecast system version 5 (GloSea5): A high-resolution seasonal forecast system. Quart. J. Roy. Meteor. Soc., 141, 1072–1084, https://doi.org/10.1002/qj.2396.

    Article  Google Scholar 

  • Rayner, N. A., D. E. Parker, E. B. Horton, C. K. Folland, L. V. Alexander, D. P. Rowell, E. C. Kent, and A. Kaplan, 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108, 4407, https://doi.org/10.1029/2002JD002670.

    Article  Google Scholar 

  • Sampe, T., and S. P. Xie, 2010: Large-scale dynamics of the Meiyu–Baiu rainband: Environmental forcing by the westerly jet. J. Climate, 23, 113–134, https://doi.org/10.1175/2009JCLI3128.1.

    Article  Google Scholar 

  • Scaife, A. A., and Coauthors, 2014: Skillful long-range prediction of European and North American winters. Geophys. Res. Lett., 41, 2514–2519, https://doi.org/10.1002/2014GL059637.

    Article  Google Scholar 

  • Scaife, A. A., and Coauthors, 2017: Tropical rainfall, Rossby waves and regional winter climate predictions. Quart. J. Roy. Meteor. Soc., 143, 1–11, https://doi.org/10.1002/qj.2910.

    Article  Google Scholar 

  • Shao, X., P. Huang, and R.-H. Huang, 2015: Role of the phase transition of intraseasonal oscillation on the South China Sea summer monsoon onset. Climate Dyn., 45, 125–137, https://doi.org/10.1007/s00382-014-2264-8.

    Article  Google Scholar 

  • Stuecker, M. F., A. Timmermann, F. F. Jin, S. McGregor, and H. L. Ren, 2013: A Combination mode of the annual cycle and the El Niño/Southern Oscillation. Nature Geoscience, 6, 540–544, https://doi.org/10.1038/ngeo1826.

    Article  Google Scholar 

  • Tao, S.-Y., and L.-X. Chen, 1987: Review of recent research on the East Asian summer monsoon in China. Monsoon Meteorology, C.-P. Chang and T. N. Krishnamurti, Eds., Oxford University Press, 60–92.

    Google Scholar 

  • Wang, B., F. Huang, Z. W. Wu, J. Yang, X. H. Fu, and K. Kikuchi, 2009: Multi-scale climate variability of the South China Sea monsoon: A review. Dyn. Atmos. Oceans, 47, 15–37, https://doi.org/10.1016/j.dynatmoce.2008.09.004.

    Article  Google Scholar 

  • Wang, B., LinHo, Y. S. Zhang, and M. M. Lu, 2004: Definition of South China Sea monsoon onset and commencement of the East Asia summer monsoon. J. Climate, 17, 699–710, https://doi.org/10.1175/2932.1.

    Article  Google Scholar 

  • Wang, H., F. Liu, B. Wang, and T. Li, 2018: Effects of intraseasonal oscillation on South China Sea summer monsoon onset. Climate Dyn., 51, 2543–2558, https://doi.org/10.1007/s00382-017-4027-9.

    Article  Google Scholar 

  • Weisheimer, A., and T. N. Palmer, 2014: On the reliability of seasonal climate forecasts. Journal of the Royal Society Interface, 11, 20131162, https://doi.org/10.1098/rsif.2013.1162.

    Article  Google Scholar 

  • Williams, K. D., and Coauthors, 2015: The Met Office Global Coupled model 2.0 (GC2) configuration, Geoscientific Model Development, 8, 1509–1524, https://doi.org/10.5194/gmd-8-1509-2015.

    Article  Google Scholar 

  • Wu, B., T. Li, and T. Zhou, 2010: Relative contributions of the Indian Ocean and local SST anomalies to the maintenance of the Western North Pacific anomalous anticyclone during the El Niño decaying summer. J. Climate, 23, 2974–2986, https://doi.org/10.1175/2010JCLI3300.1.

    Article  Google Scholar 

  • Wu, G. X., Y. M. Liu, B. He, Q. Bao, A. M. Duan, and F. F. Jin, 2012: Thermal controls on the Asian summer monsoon. Nature Scientific Reports, 2, 404, https://doi.org/10.1038/srep00404.

    Article  Google Scholar 

  • Wu, R. G., 2010: Subseasonal variability during the South China Sea summer monsoon onset. Climate Dyn., 34, 629–642, https:// doi.org/10.1007/s00382-009-0679-4.

    Article  Google Scholar 

  • Xie, S. P., Y. Kosaka, Y. Du, K. M. Hu, J. S. Chowdary, and G. Huang, 2016: Indo-western Pacific ocean capacitor and coherent climate anomalies in post-ENSO summer: A review. Adv. Atmos. Sci., 33, 411–432, https://doi.org/10.1007/s00376-015-5192-6.

    Article  Google Scholar 

  • Zhou, W., and J. C. L. Chan, 2007: ENSO and the South China Sea summer monsoon onset. International Journal of Climatology, 27, 157–167, https://doi.org/10.1002/joc.1380.

    Article  Google Scholar 

  • Zhu, Z. W., and J. H. He, 2013: The vortex over Bay of Bengal and its relationship with the outbreak of South China Sea summer monsoon. Journal of Tropical Meteorology, 29, 915–923. (in Chinese with English abstract)

    Google Scholar 

  • Zhu, Z. W., and T. Li, 2017: Empirical prediction of the onset dates of South China Sea summer monsoon. Climate Dyn., 48, 1633–1645, https://doi.org/10.1007/s00382-016-3164-x.

    Article  Google Scholar 

Download references

Acknowledgements

This work and its contributors (GM, AC, RC, ND and AS) were supported by the UK–China Research & Innovation Partnership Fund through the Met Office Climate Science for Service Partnership (CSSP) China as part of the Newton Fund. DZ was supported by the National Natural Science Foundation of China (Grant No. 41605078).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gill M. Martin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Martin, G.M., Chevuturi, A., Comer, R.E. et al. Predictability of South China Sea Summer Monsoon Onset. Adv. Atmos. Sci. 36, 253–260 (2019). https://doi.org/10.1007/s00376-018-8100-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00376-018-8100-z

Key words

关键词

Navigation