Skip to main content
Log in

Slow and fast annual cycles of the Asian summer monsoon in the NCEP CFSv2

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The climatological Asian summer monsoon (ASM) is decomposed into the slow and fast annual cycles (SAC and FAC). The FAC represents the abrupt onset and breaks phase-locked to the ASM seasonal progression. This study evaluates how well the NCEP Climate Forecast System version 2 (CFSv2) simulates the SAC and FAC over the Indian and East Asia monsoon regions (IMR and EAMR). The simulated SACs are in good agreement with observations in both regions. The FAC also represents the northward propagation in both observations and CFSv2. It is further demonstrated that the FAC is associated with a thermodynamic air–sea interaction. In particular, the different roles played by the wind-evaporation-SST (WES) feedback may account for the faster propagation in the IMR than the EAMR. However, compared with observations, the simulated FAC shows earlier monsoon onset and long-lasting stronger dry and wet phases in the IMR but delayed monsoon onset with weaker and less organized FAC in the EAMR. These reversed behaviors may originate from a warm (cold) SST bias in the IMR (EAMR) in boreal spring and enhanced by an overly sensitive surface evaporation to wind changes in the CFSv2. As a result, the warm spring SST bias in the IMR initiates a strong WES feedback and changes of solar insolation during boreal summer, which leads to a cold SST bias in early fall. On the other hand, the cold spring SST bias in the EAMR accounts for a weaker air–sea coupling, which in turn results in a warm SST bias after the withdrawal of the monsoon.

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
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19

Similar content being viewed by others

Notes

  1. It is somewhat not consistent with the monsoon date showing a zonally uniform fashion there in Fig. 5 (right panel), mainly due to overestimated rainfall in January (or winter) in CFSv2 (Fig. 7b). This seems to imply that unlike observation, the relative climatological pentad mean rainfall may not be the best way to define the simulated monsoon onset and withdrawal in Fig. 5.

  2. The SAC is defined as the first four harmonics as stated in Sect. 2. However, the SAC of precipitation sometimes has negative value in some grids, which is not physically meaningful. This is the reason why the OLR data is used in this study, instead of precipitation, in addition to the fact that the OLR data is very useful as a proxy for rainfall and used in most of the observational studies on this issue.

  3. Anomalies from the SAC are exactly identical to the FACs, thus they are interchangeably used in this section.

  4. As noted earlier, heat fluxes into the ocean are defined as positive.

References

  • Achuthavarier D, Krishnamurthy V (2010) Relation between intraseasonal and interannual variability of the South Asian monsoon in the National centers for environmental prediction forecast systems. J Geophys Res 115:D08104. doi:10.1029/2009JD012865

    Article  Google Scholar 

  • Ananthakrishnan R, Soman MK (1988) The onset of the Southwest monsoon over Kerala: 1901–1980. J Climatol 8:283–296

    Article  Google Scholar 

  • Chou C (2003) Land–sea heating contrast in an idealized Asian summer monsoon. Clim Dyn 21:11–25

    Article  Google Scholar 

  • Chou C, Hsueh Y-C (2010) Mechanisms of northward-propagating intraseasonal oscillation—a comparison between the Indian Ocean and the western north pacific. J. Clim 23:6624–6640

    Article  Google Scholar 

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

    Google Scholar 

  • Fu X, Wang B (2004) The boreal summer intraseasonal oscillation simulated in a hybrid coupled atmosphere–ocean model. Mon Weav Rev 132:2628–2649

    Article  Google Scholar 

  • Fu X, Wang B, Li T, McCreary JP (2003) Coupling between northward-propagating, intraseasonal oscillations and sea surface temperature in the Indian Ocean. J Atmos Sci 60:1733–1753

    Article  Google Scholar 

  • Fu X, Wang B, Waliser DE, Tao L (2007) Impact of atmosphere–ocean coupling on the predictability of monsoon intraseasonal oscillations. J Atmos Sci 64:157–174

    Article  Google Scholar 

  • Ho C-H, Kang I-S (1988) The variability of precipitation in Korea. J Korean Meteor Soc 24:38–48

    Google Scholar 

  • Kanamitsu M, Ebisuzaki W, Woolen J, Yang S-K, Hnilo JJ, Fiorino M, Potter J (2002) NCEP–DOE AMIP-II reanalysis (R-2). Bull Am Meteor Soc 83:1631–1643

    Article  Google Scholar 

  • Kang I-S, Ho C-H, Lim Y-K, Lau K-M (1999) Principle modes of climatological seasonal and intraseasonal variations of the Asian summer monsoon. Mon Weav Rev 127:322–340

    Article  Google Scholar 

  • Kemball-Cook S, Wang B (2001) Equatorial waves and air–sea interaction in the boreal summer intraseasonal oscillation. J Clim 14:2923–2942

    Article  Google Scholar 

  • Krishnamurti TN, Osterhof DK, Mehta AV (1988) Air–sea interaction on the time scale of 30 to 50 days. J Atmos Sci 45:1304–1322

    Article  Google Scholar 

  • Lau K-M, Yang GJ, Shen SH (1988) Seasonal and intraseasonal climatology of summer monsoon rainfall over East Asia. Mon Weav Rev 116:18–37

    Article  Google Scholar 

  • Levine RC, Turner AG, Marathayil D, Martin GM (2013) The role of northern Arabian Sea surface temperature biases in CMIP5 model simulations and future projections of Indian summer monsoon rainfall. Clim Dyn 41:155–172. doi:10.1007/s00382-012-1656-x

    Article  Google Scholar 

  • Linho, Wang B (2002) The time–space structure of the Asian-Pacific summer monsoon: a fast annual cycle view. J Clim 15:2001–2019

    Article  Google Scholar 

  • Linho, Huang X, Lau N-C (2008) Winter-to-spring transition in East Asia: a planetary-scale perspective of the South China spring rain onset. J Clim 21:3081–3096

    Article  Google Scholar 

  • Matsumoto J (1992) The seasonal changes in Asian and Australian monsoon regions. J Meteor Soc Jpn 70:257–273

    Google Scholar 

  • Murakami T, Matsumoto J (1994) Summer monsoon over the Asian continent and western North Pacific. J Meteor Soc Jpn 72:719–745

    Google Scholar 

  • Nakazawa T (1992) Seasonal phase lock of intraseasonal variation during the Asian summer monsoon. J Meteor Soc Jpn 70:597–611

    Google Scholar 

  • Neelin JD, Held IM, Cook KH (1987) Evaporation-wind feedback and low-frequency variability in the tropical atmosphere. J Atmos Sci 44:2341–2348

    Article  Google Scholar 

  • Prodhomme C, Terray P, Masson S, Boschat G, Izumo T (2014) Oceanic factors controlling the Indian summer monsoon onset in a coupled model. Clim Dyn. doi:10.1007/s00382-014-2200-y

    Google Scholar 

  • Reynolds RW, Smith TM (1994) Improved global sea surface temperature analysis using optimum interpolation. J Clim 7:929–948

    Article  Google Scholar 

  • Rossow WB, Schiffer RA (1999) Advances in understanding clouds from ISCCP. Bull Am Meteor Soc 80:2261–2287

    Article  Google Scholar 

  • Saha S et al (2014) The NCEP climate forecast system version 2. J Clim 27:2185–2208

    Article  Google Scholar 

  • Seo K-H, Schemm J-KE, Wang W, Kumar A (2007) The boreal summer intraseasonal oscillation simulated in the NCEP climate forecast system: the effect of sea surface temperature. Mon Weav Rev 135:1807–1827

    Article  Google Scholar 

  • Seo K-H, Son J-H, Lee J-Y (2011) A new look at changma: atmosphere. Korean Meteor Soc 21:109–121

    Google Scholar 

  • Shaw TA (2014) On the role of planetary-scale waves in the abrupt seasonal transition of the northern hemisphere general circulation. J Atmos Sci 71:1724–1746

    Article  Google Scholar 

  • Tanaka M (1992) Intraseasonal oscillation and the onset and retreat dares of the summer monsoon over east, southeast Asia and the western Pacific region using GMS high cloud amount data. J Meteor Soc Jpn 70:613–629

    Google Scholar 

  • Ueda H, Yasunari T, Kawamura R (1995) Abrupt seasonal change of large-scale convection activity over the western Pacific in northern summer. J Meteor Soc Jpn 73:795–809

    Google Scholar 

  • Vecchi GA, Harrison DE (2002) Monsoon breaks and subseasonal sea surface temperature variability in the Bay of Bengal. J Clim 15:1485–1493

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Wang B, Xu X (1997) Northern Hemisphere summer monsoon singularities and climatological intraseasonal oscillation. J Clim 10:1071–1084

    Article  Google Scholar 

  • Wang B, Linho, Zhang Y, Lu M-M (2004) Definition of South China sea monsoon onset and commencement of the east Asia summer monsoon. J Clim 17:699–710

    Article  Google Scholar 

  • Wang B, Ding Q, Fu X, Kang I-S, Jin K, Shukla J, Doblas-Reyes F (2005) Fundamental challenge in simulation and prediction of summer monsoon rainfall. Geophys Res Lett 32:L15711. doi:10.1029/2005GL022734

    Article  Google Scholar 

  • Wang B, Bao Q, Hoskins B, Wu G, Liu Y (2008) Tibetan Plateau warming and precipitation changes in East Asia. Geophys Res Lett 35:L14702

    Article  Google Scholar 

  • Wang W, Chen M, Kumar A (2009) Impacts of ocean surface on the northward propagation of the boreal-summer intraseasonal oscillation in the NCEP climate forecast system. J Clim 22:6561–6576

    Article  Google Scholar 

  • Webster PJ (1983) Mechanisms of monsoon low-frequency variability: surface hydrological effects. J Atmos Sci 40:2110–2124

    Article  Google Scholar 

  • Wu R, Wang B (2001) Multi-stage onset of summer monsoon over the western North Pacific. Clim Dyn 17:277–289

    Article  Google Scholar 

  • Xie P, Arkin PA (1997) Global precipitation: a 17-year monthly analysis based on gauge observations, satellite estimates, and numerical outputs. Bull Am Meteor Soc 78:2539–2558

    Article  Google Scholar 

  • Yu L, Weller RA (2007) Objectively Analyzed air–sea heat fluxes for the global oce-free oceans (1981–2005). Bull Am Meteor Soc 88:527–539

    Article  Google Scholar 

  • Zhu J, Shukla J (2013) The role of air–sea coupling in seasonal prediction of Asia-Pacific summer monsoon rainfall. J Clim 26:5689–5697

    Article  Google Scholar 

Download references

Acknowledgments

This research is supported by a grant from the Indian Institute of Technology and the Ministry of Earth Sciences, Government of India. The authors would like to thank Drs. J. L. Kinter and J. Shukla for their support and guidance. The authors appreciate the constructive comments from anonymous reviewers.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chul-Su Shin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shin, CS., Huang, B. Slow and fast annual cycles of the Asian summer monsoon in the NCEP CFSv2. Clim Dyn 47, 529–553 (2016). https://doi.org/10.1007/s00382-015-2854-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-015-2854-0

Keywords

Navigation