Skip to main content

Advertisement

Log in

Diagnosing potential changes in Asian summer monsoon onset and duration in IPCC AR4 model simulations using moisture and wind indices

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Using daily precipitable water (PW) and 850 hPa monsoon wind, which represent large-scale moisture and dynamic conditions for monsoon development, we analyze potential changes in Asian monsoon onset, retreat and duration simulated by 13 IPCC AR4 models. Most models are able to reproduce the observed temporal and spatial evolution patterns of the Asian monsoon system. Nevertheless, there are significant model biases and some models fail in reproducing the broad structure. Under a warmed climate, changes in onset and duration days are only moderate (about 3–10 days), with significant discrepancies among the models, particularly over the East Asia land area where the models are almost equally divided. In the tropical Indian Ocean, maritime continent and Indochina Peninsula, the majority of the models tend to simulate delayed onset and shortened duration while in the western North Pacific most models exhibit an early onset and longer duration. There are two reasons leading to such uncertainties: (1) the key processes determining the Asian monsoon onset/retreat are different among the models. Some are more influenced by ENSO-like processes. But in some models, monsoon onset/retreat is more significantly correlated to circulations in the tropics. (2) The model-simulated changes in these dominant processes are different. In some models, surface warming is more intense in the central and eastern Pacific Ocean with El Niño-like patterns, while others do not show such features. If the model-simulated monsoon onset/retreat is correlated to the central and eastern Pacific warming and at the same time the model simulates much larger warming of the central and eastern Pacific Ocean, then it is very likely that these models will show significant delay of south Asian monsoon onset and shortened duration. In some models, the delayed onsets are more related to the reduction of westerlies in the west of the warm pool region. The patterns of anomalous SST and wind conditions identified in this study are consistent with each other and both are likely linked to the weakening and westward shift of Walker circulation in the warm pool and maritime continent region. Increases in precipitable water associated with global warming do not change monsoon rainfall and circulation seasonality much but they can result in increased rainfall intensity once the summer monsoon is established.

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

Similar content being viewed by others

References

  • Allen MR, Ingram WJ (2002) Constraints on future changes in climate and the hydrological cycle. Nature 419:224–232

    Article  Google Scholar 

  • Chan JCL, Zhou W (2005) PDO, ENSO and the early summer monsoon rainfall over South China. Geophy Res Lett 32:L08810

    Article  Google Scholar 

  • Chang CP (2004) East Asian monsoon. World Scientific Series on Meteorology of East Asia, vol 2, World Scientific, p 564

  • Chang CP, Krishnamurti TN (eds) (1987) Monsoon meteorology. Oxford University Press, Oxford 544

    Google Scholar 

  • Chang CP, Ding Y, Lau NC, Johnson RH, Wang B, Yasunari T (eds) (2011) The global monsoon system: research and forecast, 2nd edn. World Scientific Publihsing Co. Pte. Ltd, Singapore 595

    Google Scholar 

  • Chen LX, Zhu QG, Luo HB (1991) East Asian monsoon. China Meteorological Press, 362 pp (in Chinese)

  • Chou C, J-Y Tu, J-H Yu (2003) Interannual variability of the western North Pacific summer monsoon: differences between ENSO and non-ENSO years. J Climate 16:2275–2287

    Article  Google Scholar 

  • Dai A (2006) Recent climatology, variability and trends in global surface humidity. J Clim 19:3589–3606

    Article  Google Scholar 

  • Drosdowsky W (1996) Variability of the Australian summer monsoon at Darwin: 1957–1992. J Clim 9:85–96

    Article  Google Scholar 

  • Flatau MK, Flatau PJ, Schmidt J, Kiladis GN (2003) Delayed onset of the 2002 Indian monsoon. J Geophys Res 30. doi:10.1029/2003GL012434

  • Johanson CM, Fu Q (2009) Hadley cell widening: model simulations versus observations. J Clim 22:2713–2725

    Article  Google Scholar 

  • Kim HJ, Wang B, Ding Q (2008) The global monsoon variability simulated by CMIP3 coupled climate models. J Clim 21:5271–5294

    Article  Google Scholar 

  • Kitoh A, Uchiyama T (2006) Changes in onset and withdrawal of the East Asian summer rainy season by multi-model global warming experiments. J Meteoro Soci Japan 84:247–258

    Article  Google Scholar 

  • Kobayashi C, Sugi M (2004) Impact of horizontal resolution on the simulation of the Asian summer monsoon and tropical cyclones in the JMA global model. Clim Dyn 23:165–176

    Article  Google Scholar 

  • Lal M, Cubasch U, Perlwitz J, Waszkewitz J (1997) Simulation of the Indian monsoon climatology in ECHAM3 climate model: sensitivity to horizontal resolution. Int J Climatol 17:847–858

    Article  Google Scholar 

  • Lau K-M, Yang S (1997) Climatology and interannual variability of the southeast Asian summer monsoon. Adv Atmos Sci 14:141–162

    Article  Google Scholar 

  • Lau K-M, Kim K, Yang S (2000) Dynamical and boundary forcing characteristics of regional components of the Asian summer monsoon. J Climate 13:2461–2482

    Article  Google Scholar 

  • Li J, Wu Z, Jiang Z, He J (2010) Can global warming strengthen the East Asia summer monsoon? J Clim 23:6696–6705

    Article  Google Scholar 

  • Lin J-L, Weickma KM, Kiladis GN, Mapes BE, Schubert SD, Suarez MS, Bacheister JT, Lee M (2008) Subseasonal variability associated with Asian summer monsoon simulated by 14 IPCC AR4 coupled GCMs. J Clim 21:4541–4567

    Article  Google Scholar 

  • Lu J, Vecchi GA, Reichler T (2007) Expansion of the Hadley cell under global warming. Geophys Res Lett 34:L06805. doi:10.1029/2006GL028443

    Article  Google Scholar 

  • Mears CA, Santer BD, Wentz FJ, Taylor KE, Wehner MF (2007) Relationship between temperature and precipitable water changes over tropical oceans. Geo Res Let 34:L24709. doi:10.1029/2007GL031936

    Article  Google Scholar 

  • Navarra A, Gualdi S, Masina S, Behera S, Luo J, Masson S, Guilyardi E, Delecluse P, Yamagata T (2008) Atmospheric horizontal resolution affects tropical climate variability in coupled models. J Clim 21:730–750

    Article  Google Scholar 

  • Neelin JD, Jin F-F, Syu H-H (2000) Variations in ENSO phase-locking. J Clim 13:2570–2590

    Article  Google Scholar 

  • Power SB, Smith IN (2007) Weakening of the Walker circulation and apparent dominance of El Niño both reach record levels, but has ENSO really changed? Geophys Res Lett 34:L18702. doi:10.1029/2007GL030854

    Article  Google Scholar 

  • Scherwood SC, Ingram W, Tsushima Y, Satoh M, Roberts M, Vidale PL, O’Gorman PA (2010) Relative humidity changes in a warmer climate. J Geophy Res 115:D09104. doi:10.1029/2009JD012585

    Article  Google Scholar 

  • Smith IN, Wilson L, Suppiah R (2008) Characteristics of the northern Australian rainy season. J Clim 21:4298–4311

    Article  Google Scholar 

  • Soden BJ, Held IM (2006) An assessment of climate feedbacks in coupled ocean -atmosphere models. J Clim 19:3354–3360

    Article  Google Scholar 

  • Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) (2007) Climate change 2007: the physical science basis: contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, p 996

    Google Scholar 

  • Tanaka HL, Ishizaki N, Kitoh A (2004) Trend and interannual variability of Walker, monsoon and Hadley circulations defined by velocity potential in the upper troposphere. Tellus Ser A 56:250–269

    Article  Google Scholar 

  • Tao S, Chen L (1987) A review of recent research on the East Asian summer monsoon in China. In: Chang C-P, Krishnamurti TN (eds) Monsoon Meteorology. Oxford University Press, Oxford, pp 60–92

    Google Scholar 

  • Tong HW, Chan JL, Zhou W (2008) The role of MJO and mid-latitude fronts in the South China Sea summer monsoon onset. Clim Dyn 6:827–841

    Google Scholar 

  • Trenberth KE (1997) The definition of El Niño. BAMS 78:2771–2777

    Article  Google Scholar 

  • Vecchi GA, Soden BJ, Wittenberg AT, Held IM, Leetmaa A, Harrison MJ (2006) Weakening of tropical Pacific atmospheric circulation due to anthropogenic forcing. Nature 441:73–76

    Article  Google Scholar 

  • Wan R, Wu G (2007) Mechanism of the Spring persistent rains over southeastern China. Sci China 50D:130–144

    Google Scholar 

  • Wang B (2006) The Asian monsoon. Springer, Heidelberg, p 787

    Google Scholar 

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

    Article  Google Scholar 

  • Wang B, Wu R, Lau K-M (2001) Interannual variability of the Asian summer monsoon: contrasts between the Indian and the western North Pacific–East Asian monsoons. J Clim 14:4073–4090

    Article  Google Scholar 

  • Wang B, LinHo Y, Zhang Y, Zhu MM (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 X, Wang D, Zhou W (2009) Decadal variability of twentieth-century El Niño and La Niña occurrence from observations and IPCC AR4 coupled models. Geophys Res Lett 36:L11701. doi:10.1029/2009GL037929

    Article  Google Scholar 

  • Webster PJ, Yang S (1992) Monsoon and ENSO: selectively interactive systems. Q J Roy Meteor Soc 118:877–926

    Article  Google Scholar 

  • Wentz FJ, Ricciardulli L, Hilburn K, Mear C (2007) How much more rain will global warming bring? Science 317:233–235

    Article  Google Scholar 

  • Wheeler MC, Hendon HH (2004) An all-season real-time multivariate MJO index: development of an index for monitoring and prediction. Mon Weather Rev 132:1917–1932

    Article  Google Scholar 

  • Yamaguchi K, Noda A (2006) Global warming patterns over the North Pacific: ENSO versus AO. J Meteorol Soc Jpn 84:221–241

    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. Geo Res Lett 34:L02708. doi:10.1029/2006GL028571

    Article  Google Scholar 

  • Yang J, Liu Q, Liu Z (2010) Linking observations of the Asian monsoon to the Indian Ocean SST: possible roles of Indian Ocean basin mode and dipole mode. J Clim 23:5889–5902

    Article  Google Scholar 

  • Ye H, Fetzer EJ (2009) Atmospheric moisture content associated with surface air temperatures over northern Eurasia. Int J Climatol. doi:10.1002/joc.1991

    Google Scholar 

  • Zeng X, Lu E (2004) Globally unified monsoon onset and retreat indexes. J Clim 17:2241–2248

    Article  Google Scholar 

  • Zhang H (2010) Diagnosing Australia-Asian monsoon onset/retreat using large-scale wind and moisture indices. Clim Dyn 35:601–618

    Article  Google Scholar 

  • Zhang H, Frederiksen CS (2003) Local and non-local impacts of soil moisture initialisation on AGCM seasonal forecasts: a model sensitivity study. J Clim 16:2117–2137

    Article  Google Scholar 

  • Zhang H, Gao X (2009) On the physical and dynamical processes of land-use impacts on E. Asian monsoon climate. Clim Dyn 33:409–426

    Article  Google Scholar 

  • Zhang H, Gao X, Li Y (2009) Climate impacts of land-use change in China and its uncertainty in a global model simulation. Clim Dyn 32:473–494

    Article  Google Scholar 

  • Zhou W, Chan JCL (2007) ENSO and the South China Sea summer monsoon onset. Int J Climatol 27:157–167

    Article  Google Scholar 

Download references

Acknowledgments

The authors appreciate the discussions with Drs. H. Hendon, M. Wheeler, R. Colman, and J. Brown on the preliminary results. Dr. P Liang’s visit to CAWCR was supported as part of the collaboration agreement the Australian Bureau of Meteorology and China Meteorological Administration and she is also supported by “National Natural Science Foundation of China under Grant No.40875056”.This work has been in part supported by the Australian Climate Change Science Program, funded jointly by the Department of Climate Change and Energy Efficiency, the Bureau of Meteorology and CSIRO. The authors appreciate the comments and suggestions from Dr. R. Colman (CAWCR) and Dr. L. Qi (NMOC) during the internal review process. The authors are grateful to the comments and suggestions made by two anonymous reviewers.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Huqiang Zhang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zhang, H., Liang, P., Moise, A. et al. Diagnosing potential changes in Asian summer monsoon onset and duration in IPCC AR4 model simulations using moisture and wind indices. Clim Dyn 39, 2465–2486 (2012). https://doi.org/10.1007/s00382-012-1289-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-012-1289-0

Keywords

Navigation