Skip to main content
Log in

Pacific Ocean sea-surface temperature variability and predictability of rainfall in the early and late parts of the Indian summer monsoon season

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

For central India and its west coast, rainfall in the early (15 May–20 June) and late (15 September–20 October) monsoon season correlates with Pacific Ocean sea-surface temperature (SST) anomalies in the preceding month (April and August, respectively) sufficiently well, that those SST anomalies can be used to predict such rainfall. The patterns of SST anomalies that correlate best include the equatorial region near the dateline, and for the early monsoon season (especially since ~1980), a band of opposite correlation stretching from near the equator at 120°E to ~25°N at the dateline. Such correlations for both early and late monsoon rainfall and for both regions approach, if not exceed, 0.5. Although correlations between All India Summer Monsoon Rainfall and typical indices for the El Niño-Southern Oscillation (ENSO) commonly are stronger for the period before than since 1980, these correlations with early and late monsoon seasons suggest that ENSO continues to affect the monsoon in these seasons. We exploit these patterns to assess predictability, and we find that SSTs averages in specified regions of the Pacific Ocean in April (August) offer predictors that can forecast rainfall amounts in the early (late) monsoon season period with a ~25% improvement in skill relative to climatology. The same predictors offer somewhat less skill (~20% better than climatology) for predicting the number of days in these periods with rainfall greater than 2.5 mm. These results demonstrate that although the correlation of ENSO indices with All India Rainfall has decreased during the past few decades, the connections with ENSO in the early and late parts have not declined; that for the early monsoon season, in fact, has grown stronger in recent decades.

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

Similar content being viewed by others

References

  • Ananthakrishnan R, Soman MK (1989) The onset of southwest monsoon over Kerala for the period 1870–1990. Int J Climatol 9:283–296

    Google Scholar 

  • Apipattanavis S, Bert F, Podesta G, Rajagopalan B (2010) Linking weather generators and crop models for assessment of climate forecast outcomes. Agric For Meteorol 15:166–174

    Article  Google Scholar 

  • Charney JG, Shukla J (1981) Predictability of monsoons. In: Lighthil J, Pearce RP (eds) Monsoon dynamics. Cambridge University Press, Cambridge, pp 99–109

    Chapter  Google Scholar 

  • DelSole T, Shukla J (2002) Linear prediction of Indian monsoon rainfall. J Climate 15:3645–3658

    Article  Google Scholar 

  • Fasullo J, Webster PJ (2003) A hydrological definition of Indian monsoon onset and withdrawal. J Climate 16:3200–3211

    Article  Google Scholar 

  • Feng S, Hu Q (2004) Variations in the teleconnection of ENSO and summer rainfall in northern China: a role of the Indian summer monsoon. J Clim 17:4871–4881

    Article  Google Scholar 

  • Fieux M, Stommel H (1977) Onset of the southwest monsoon over the Arabian Sea from marine reports of surface winds: structure and variability. Mon Weather Rev 105:231–236

    Article  Google Scholar 

  • Goswami BN (1998) Interannual variations of Indian summer monsoon in a GCM: external conditions versus internal feedbacks. J Clim 11:501–522

    Article  Google Scholar 

  • Goswami BN, Xavier PK (2005) ENSO control on the south Asian monsoon through the length of the rainy season. Geophys Res Lett 32:L18717. doi:10.1029/2005GL023216

    Article  Google Scholar 

  • Halpern D, Woiceshyn PM (1999) Onset of the Somali Jet in the Arabian Sea during June 1997. J Geophys Res 104:18041–18046

    Article  Google Scholar 

  • He H-y, McGinnis J, Song Z-s, Yanai M (1987) Onset of the Asian summer monsoon in 1979 and the effect of the Tibetan Plateau. Mon Weather Rev 115:1966–1995

    Article  Google Scholar 

  • He H-y, Sui C-H, Jian M-q, Wen Z-p, Lan G-d (2003) The evolution of tropospheric temperature field and its relationship with the onset of Asian summer monsoon. J Meteorol Soc Jpn 81:1201–1223

    Article  Google Scholar 

  • Helsel DR, Hirsch RM (2002) Statistical methods in water resources techniques of water resources investigations, book 4, Chap A3. US Geological Survey, Reston, 522 pp

    Google Scholar 

  • Ihara C, Kushnir Y, Cane MA (2008) July droughts over homogeneous Indian monsoon region and Indian Ocean dipole during El Niño events. Int J Climatol 28:1799–1805

    Article  Google Scholar 

  • Joseph PV, Eisheid J, Pyle RJ (1994) Interannual variability of the onset of the Indian summer monsoon and its association with atmospheric features, El Niño, and sea surface temperature anomalies. J Clim 7:81–105

    Article  Google Scholar 

  • Joseph PV, Sooraj KP, Rajan CK (2006) The summer monsoon onset process over South Asia and an objective method for the date of monsoon onset over Kerala. Int J Climatology 26:1871–1893. doi:10.1002/joc.1340

    Article  Google Scholar 

  • Kalnay E et al (1996) The NCEP/NCAR 40-year reanalysis project. Bull Amer Meteor Soc 77:437–472

    Article  Google Scholar 

  • Kang IS et al (2002) Intercomparison of the climatological variations of Asian summer monsoon precipitation simulated by 10 GCMs. Clim Dyn 19:383–395

    Article  Google Scholar 

  • Kaplan A, Cane M, Kushnir Y, Clement A, Blumenthal M, Rajagopalan B (1998) Analyses of global sea surface temperature 1856–1991. J Geophys Res 103:18567–18589

    Article  Google Scholar 

  • Krishna Kumar K, Rajagopalan B, Cane MA (1999) On the weakening relationship between the Indian monsoon and ENSO. Science 284:2156–2159

    Article  Google Scholar 

  • Krishna Kumar K, Rajagopalan B, Hoerling M, Bates G, Cane M (2006) Unraveling the mystery of Indian monsoon failure during El Niño. Science 314:115–119

    Article  Google Scholar 

  • Krishnamurthy V, Shukla J (2000) Intraseasonal and interannual variability of rainfall over India. J Clim 13:4366–4377

    Article  Google Scholar 

  • Krishnamurthy V, Shukla J (2007) Intraseasonal and seasonally persisting patterns of Indian monsoon rainfall. J Clim 20:3–20

    Article  Google Scholar 

  • Li C-f, Yanai M (1996) The onset and interannual variability of the Asian summer monsoon in relation to land-sea thermal contrast. J Climate 9:358–375

    Article  Google Scholar 

  • Pai DS, Nair RM (2009) Summer monsoon onset over Kerala: new definition and prediction. J Earth Syst Sci 118:123–135

    Article  Google Scholar 

  • Palmer TN, Brankovic C, Viterbo P, Miller MJ (1992) Modeling interannual variations of summer monsoons. J Climate 5:399–417

    Article  Google Scholar 

  • Pant GB, Rupa Kumar K (1997) Climates of South Asia. Wiley Publications, New York, p 344

    Google Scholar 

  • Parthasarathy B, Munot AA, Kothawale DR (1994) All India monthly and seasonal rainfall series: 1871–1993. Theor Appl Climatol 49:217–224

    Article  Google Scholar 

  • Prasad VS, Hayashi T (2005) Onset and withdrawal of Indian summer monsoon. Geophys Res Lett 32:L20715. doi:10.1029/2005GL023269

    Article  Google Scholar 

  • Rajagopalan B, Lall U, Zebiak S (2001) Categorical climate forecasts through regularization and optimal combination of multiple GCM ensembles. Mon Weather Rev 130:1792–1811

    Article  Google Scholar 

  • Rajeevan M, Bhate J, Kale JD, Lal B (2006) High resolution daily gridded rainfall data for the Indian region: analysis of break and active monsoon spells. Curr Sci 91(3):296–306

    Google Scholar 

  • Rajeevan M, Pai DS, Anil Kumar R, Lal B (2007) New statistical models for long-range forecasting of southwest monsoon rainfall over India. Clim Dyn 28:813–828

    Article  Google Scholar 

  • Raju PVS, Mohanty UC, Bhatla B (2005) Onset characteristics of the southwest monsoon over India. Int J Climatol 25:167–182

    Article  Google Scholar 

  • Saha SK, Halder S, Krishna Kumar K, Goswami BN (2011) Pre-onset land surface processes and ‘internal’ interannual variabilities of the Indian summer monsoon. Clim Dyn 36:2077–2089

    Article  Google Scholar 

  • Soman M, Krishna Kumar K (1993) Space-time evolution of meteorological features associated with the onset of Indian summer monsoon. Mon Weather Rev 121:1177–1194

    Article  Google Scholar 

  • Sperber KR, Brankovic C, Déqué M, Frederiksen CS, Graham R, Kitoh A, Kobayashi C, Palmer T, Puri K, Tennant W, Volodin E (2001) Dynamical seasonal predictability of the Asian summer monsoon. Mon Weather Rev 129:2226–2248

    Article  Google Scholar 

  • Syroka J, Toumi R (2004) On the withdrawal of the Indian summer monsoon. Q J R Meteorol Soc 130:989–1008. doi:10.1256/qj.03.36

    Article  Google Scholar 

  • Taniguchi K, Koike T (2006) Comparison of definitions of Indian summer monsoon onset: better representation of rapid transitions of atmospheric conditions. Geophys Res Lett 33:L02709. doi:10.1029/2005GL024526

    Article  Google Scholar 

  • Uppala SM et al (2005) The ERA-40 reanalysis. Q J R Meteorol Soc 131:2961–3012

    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 17:699–709

  • Webster PJ, Magaña VO, Palmer TN, Shukla J, Tomas RA, Yanai M, Yasunari T (1998) Monsoons: processes, predictability, and the prospects for prediction. J Geophys Res 103:14451–14510

    Article  Google Scholar 

  • Xavier PK, Marzin C, Goswami BN (2007) An objective definition of the Indian summer monsoon season and a new perspective of the ENSO-monsoon relationship. Quart J R Meteor Soc 133:749–764. doi:10.1002/qj.45

    Article  Google Scholar 

  • Yanai M, Li C-f, Song Z-s (1992) Seasonal heating of the Tibetan Plateau and its effects on the evolution of the Asian summer monsoon. J Meteor Soc Jpn 70:319–351

    Google Scholar 

  • Zhang Y-s, Li T, Wang B, Wu G-X (2002) Onset of the summer monsoon over the Indochina Peninsula: climatology and interannual variations. J Clim 15:3206–3221

    Article  Google Scholar 

Download references

Acknowledgments

We thank B. N. Goswami for providing an updated list of onset and withdrawal dates, K. Krishna Kumar for helpful discussions, W. R. Boos for constructive criticism of a preliminary version of the manuscript, and comments by B.N. Goswami and an anonymous reviewer. This research was supported in part by the National Science Foundation under grants EAR-0507730 and EAR-0909199.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Balaji Rajagopalan.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Rajagopalan, B., Molnar, P. Pacific Ocean sea-surface temperature variability and predictability of rainfall in the early and late parts of the Indian summer monsoon season. Clim Dyn 39, 1543–1557 (2012). https://doi.org/10.1007/s00382-011-1194-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-011-1194-y

Keywords

Navigation