SST Anomalies of ENSO and the Madden–Julian Oscillation in the Equatorial Pacific

Chidong Zhang RSMAS, University of Miami, Miami, Florida

Search for other papers by Chidong Zhang in
Current site
Google Scholar
PubMed
Close
and
Jonathan Gottschalck RSMAS, University of Miami, Miami, Florida

Search for other papers by Jonathan Gottschalck in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

This study explores whether anomalies of sea surface temperature (SST) in the equatorial Pacific during warm events of El Niño–Southern Oscillation (ENSO) are related to the Madden–Julian oscillation (MJO). An index is derived from surface wind data of a global model reanalysis to measure forcing of oceanic Kelvin waves by wind stress associated with the MJO. This Kelvin wave forcing index of the MJO is used to relate interannual anomalies in seasonal activity of the MJO to interannual anomalies in equatorial SST for the 1980–99 time period. Evidence is found showing that during ENSO warm events, stronger Kelvin wave forcing in the western Pacific precedes greater SST anomalies in the eastern Pacific by 6–12 months. No such evidence, however, can be found for the period of 1950–79. The result suggests that during ENSO warm events, amplitudes of SST anomalies in the eastern Pacific can be affected by the MJO, at least for the 1980–99 period, through its seasonal activity of Kelvin wave forcing. A possible mechanism for such an MJO–ENSO relationship is described. How ENSO prediction can be benefited from the precursory signals of the MJO is discussed.

Current affiliation: NASA Goddard Space Flight Center, Greenbelt, Maryland

Corresponding author address: Chidong Zhang, RSMAS, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149-1031. Email: czhang@rsmas.miami.edu

Abstract

This study explores whether anomalies of sea surface temperature (SST) in the equatorial Pacific during warm events of El Niño–Southern Oscillation (ENSO) are related to the Madden–Julian oscillation (MJO). An index is derived from surface wind data of a global model reanalysis to measure forcing of oceanic Kelvin waves by wind stress associated with the MJO. This Kelvin wave forcing index of the MJO is used to relate interannual anomalies in seasonal activity of the MJO to interannual anomalies in equatorial SST for the 1980–99 time period. Evidence is found showing that during ENSO warm events, stronger Kelvin wave forcing in the western Pacific precedes greater SST anomalies in the eastern Pacific by 6–12 months. No such evidence, however, can be found for the period of 1950–79. The result suggests that during ENSO warm events, amplitudes of SST anomalies in the eastern Pacific can be affected by the MJO, at least for the 1980–99 period, through its seasonal activity of Kelvin wave forcing. A possible mechanism for such an MJO–ENSO relationship is described. How ENSO prediction can be benefited from the precursory signals of the MJO is discussed.

Current affiliation: NASA Goddard Space Flight Center, Greenbelt, Maryland

Corresponding author address: Chidong Zhang, RSMAS, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149-1031. Email: czhang@rsmas.miami.edu

Save
  • Anyambra, E. K., and B. C. Weare, 1995: Temporal variability of the 40–50 oscillation in the tropical convection. Int. J. Climatol., 15 , 379402.

    • Search Google Scholar
    • Export Citation
  • Barnston, A. G., M. H. Glantz, and Y. He, 1999: Predictive skill of statistical and dynamical climate models in SST forecast during the 1997–98 El Niño episode and the 1998 La Niña onset. Bull. Amer. Meteor. Soc., 80 , 217243.

    • Search Google Scholar
    • Export Citation
  • Bentamy, A., Y. Quifen, F. Gohin, N. Grima, M. Lenaour, and J. Servain, 1996: Determination and validation of averaged wind field from ERS-1 scatterometer measurements. Global Atmos. Ocean Syst., 4 , 129.

    • Search Google Scholar
    • Export Citation
  • Bentamy, A., P. Queffeulou, Y. Quilfen, and K. Katsaros, 1999: Ocean surface wind fields estimated from satellite active and passive microwave instruments. IEEE Trans. Geosci. Remote Sens., 37 , 24692486.

    • Search Google Scholar
    • Export Citation
  • Bergman, J. W., H. H. Hendon, and K. M. Weikmann, 2001: Intraseasonal air–sea interactions at the onset of El Niño. J. Climate, 14 , 17021919.

    • Search Google Scholar
    • Export Citation
  • Blanke, B., J. D. Neelin, and D. Gutzler, 1997: Estimating the effect of stochastic wind stress forcing on ENSO irregularity. J. Climate, 10 , 14731486.

    • Search Google Scholar
    • Export Citation
  • Boulanger, J-P., and C. Menkes, 1995: Propagation and reflection of long equatorial waves in the Pacific Ocean during the 1992–1993 El Niño. J. Geophys. Res., 100 , 2504125059.

    • Search Google Scholar
    • Export Citation
  • Grima, N., A. Bentamy, K. Katsaros, Y. Quilfen, P. Delecluse, and C. Levy, 1999: Sensitivity of an oceanic general circulation model forced by satellite wind stress fields. J. Geophys. Res., 104 ((C4),) 79677989.

    • Search Google Scholar
    • Export Citation
  • Gu, G., and C. Zhang, 2001: A spectrum analysis of synoptic-scale disturbances in the ITCZ. J. Climate, 14 , 25272539.

  • Harrison, D. E., and P. S. Schopf, 1984: Kelvin-wave-induced anomalous advection and the onset of surface warming in El Niño events. Mon. Wea. Rev., 112 , 923933.

    • Search Google Scholar
    • Export Citation
  • Hayashi, Y., 1982: Space–time spectral analysis and its applications to atmospheric waves. J. Meteor. Soc. Japan, 60 , 156171.

  • Hendon, H. H., and J. D. Glick, 1997: Intraseasonal air–sea interaction in the tropical Indian and Pacific Oceans. J. Climate, 10 , 647661.

    • Search Google Scholar
    • Export Citation
  • Hendon, H. H., B. Liebmann, and J. D. Glick, 1998: Oceanic Kelvin waves and the Madden–Julian oscillation. J. Atmos. Sci., 55 , 88101.

    • Search Google Scholar
    • Export Citation
  • Hendon, H. H., C. Zhang, and J. D. Glick, 1999: Interannual variation of the Madden–Julian oscillation during austral summer. J. Climate, 12 , 25382550.

    • Search Google Scholar
    • Export Citation
  • Hendon, H. H., B. Liebmann, M. E. Newman, J. D. Glick, and J. E. Schemm, 2000: Medium range forecast errors associated with active episode of the Madden–Julian oscillation. Mon. Wea. Rev., 128 , 6986.

    • Search Google Scholar
    • Export Citation
  • Jin, F-F., D. Neelin, and M. Ghil, 1996: El Niño/Southern Oscillation and the annual cycle: Subharmonic frequency locking and aperiodicity. Physica D, 98 , 442465.

    • Search Google Scholar
    • Export Citation
  • Johnson, E. S., and M. J. McPhaden, 1993a: Effects of a three-dimensional mean flow on intraseasonal Kelvin waves in the equatorial Pacific Ocean. J. Geophys. Res., 98 , 1018510194.

    • Search Google Scholar
    • Export Citation
  • Johnson, E. S., 1993b: Structure of intraseasonal Kelvin waves in the equatorial Pacific Ocean. J. Phys. Oceanogr., 23 , 608625.

  • Jones, C., D. E. Waliser, and C. Gautier, 1998: The influence of the Madden–Julian oscillation on ocean surface heat fluxes and sea surface temperature. J. Climate, 11 , 10571072.

    • Search Google Scholar
    • Export Citation
  • Jones, C., J-K. E. Schemm, and W. K. M. Lau, 2000: Prediction skill of the Madden and Julian oscillation in dynamical extended range forecast. Climate Dyn., 16 , 273289.

    • Search Google Scholar
    • Export Citation
  • Kalnay, E., and Coauthors. 1996: The NCEP/NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc., 77 , 437471.

  • Kessler, W. S., 2001: EOF representations of the Madden–Julian oscillation and its connection with ENSO. J. Climate, 14 , 30553061.

  • Kessler, W. S., and R. Kleeman, 2000: Rectification of the Madden–Julian oscillation into the ENSO cycle. J. Climate, 13 , 35603575.

    • Search Google Scholar
    • Export Citation
  • Kessler, W. S., M. J. McPhaden, and K. M. Weickmann, 1995: Forcing of intraseasonal Kelvin waves in the equatorial Pacific. J. Geophys. Res., 100 , 1061310631.

    • Search Google Scholar
    • Export Citation
  • Kirtman, B. P., and P. S. Schopf, 1998: Decadal variability in ENSO predictability and prediction. J. Climate, 11 , 28042822.

  • Kistler, R., and Coauthors. 2001: The NCEP–NCAR 50-Year Reanalysis: Monthly means CD-ROM and documentation. Bull. Amer. Meteor. Soc., 82 , 247267.

    • Search Google Scholar
    • Export Citation
  • Kleeman, R., and S. B. Power, 1994: Limits to predictability in a coupled ocean–atmosphere model due to atmospheric noise. Tellus, 46A , 529540.

    • Search Google Scholar
    • Export Citation
  • Kleeman, R., and A. M. Moore, 1997: A theory for the limitation of ENSO predictability due to stochastic atmospheric transients. J. Atmos. Sci., 54 , 753767.

    • Search Google Scholar
    • Export Citation
  • Landsea, C. W., and J. A. Knaff, 2000: How much skill was there in forecasting the very strong 1997–98 El Niño? Bull. Amer. Meteor. Soc., 81 , 21072119.

    • Search Google Scholar
    • Export Citation
  • Latif, M., J. Biercamp, and H. von Storch, 1988: The response of a coupled ocean–atmosphere general circulation model to wind bursts. J. Atmos. Sci., 45 , 964979.

    • Search Google Scholar
    • Export Citation
  • Lau, K. M., 1985: Elements of a stochastic–dynamical theory of the long-term variability of the El Niño/Southern Oscillation. J. Atmos. Sci., 42 , 15521558.

    • Search Google Scholar
    • Export Citation
  • Lau, K. M., and P. H. Chan, 1988: Intraseasonal and interannual variations of tropical convection: A possible link between the 40–50 day oscillation and ENSO? J. Atmos. Sci., 45 , 506521.

    • Search Google Scholar
    • Export Citation
  • Lindzen, R. S., and S. Nigam, 1987: On the role of sea surface temperature gradients in forcing low-level winds and convergence in the tropics. J. Atmos. Sci., 44 , 24402458.

    • Search Google Scholar
    • Export Citation
  • Lukas, R., S. P. Hayes, and K. Wyrtki, 1984: Equatorial sea level response during the 1982–1983 El Niño. J. Geophys. Res., 89 , 1042510430.

    • Search Google Scholar
    • Export Citation
  • Madden, R. A., and P. R. Julian, 1971: Detection of a 40–50 day oscillation in the zonal wind in the tropical Pacific. J. Atmos. Sci., 28 , 702708.

    • Search Google Scholar
    • Export Citation
  • McPhaden, M. J., 1999: Genesis and evolution of the 1997–98 El Niño. Science, 283 , 950954.

  • McPhaden, M. J., and B. A. Taft, 1988: Dynamics of seasonal and intraseasonal variability in the eastern equatorial Pacific. J. Phys. Oceanogr., 18 , 17131732.

    • Search Google Scholar
    • Export Citation
  • Moore, A. M., and R. Kleeman, 1999: Stochastic forcing of ENSO by the intraseasonal oscillation. J. Climate, 12 , 11991220.

  • Nicholls, N., 2001: The insignificance of significance testing. Bull. Amer. Meteor. Soc., 82 , 981986.

  • North, G. R., T. L. Bell, R. F. Cahalan, and F. J. Moeng, 1982: Sampling errors in the estimation of empirical orthogonal functions. Mon. Wea. Rev., 110 , 699706.

    • Search Google Scholar
    • Export Citation
  • Penland, C., 1996: A stochastic model of IndoPacific sea surface temperature anomalies. Physica D, 98 , 534558.

  • Penland, C., and P. D. Sardeshmukh, 1995: The optimal growth of tropical sea surface temperature anomalies. J. Climate, 8 , 19992024.

  • Ralph, E. A., K. Bi, and P. P. Niiler, 1997: A Lagrangian description of the western equatorial Pacific response to the wind burst of December 1992. J. Climate, 10 , 17061721.

    • Search Google Scholar
    • Export Citation
  • Salby, M. L., and H. H. Hendon, 1994: Intraseasonal behavior of clouds, temperature, and winds in the tropics. J. Atmos. Sci., 51 , 22072224.

    • Search Google Scholar
    • Export Citation
  • Shinoda, T., H. H. Hendon, and J. Glick, 1998: Intraseasonal variability of surface fluxes and sea surface temperature in the tropical Indian and Pacific Oceans. J. Climate, 11 , 16851702.

    • Search Google Scholar
    • Export Citation
  • Slingo, J. M., D. P. Rowell, K. R. Sperber, and F. Nortley, 1999: On the predictability of the interannual behavior of the Madden–Julian oscillation and its relationship with El Niño. Quart. J. Roy. Meteor. Soc., 125 , 583610.

    • Search Google Scholar
    • Export Citation
  • Sperber, K. R., J. M. Slingo, P. M. Inness, and K. M. Lau, 1997: On the maintenance and initiation of the intraseasonal oscillation in the NCEP/NCAR Reanalysis and the GLA and UKMO AMIP simulations. Climate Dyn., 13 , 769795.

    • Search Google Scholar
    • Export Citation
  • Syu, H-H., and J. D. Neelin, 2000: ENSO in a hybrid coupled model. Part II: Prediction with piggyback data assimilation. Climate Dyn., 16 , 3548.

    • Search Google Scholar
    • Export Citation
  • Thompson, C. J., and D. S. Battisti, 2000: A linear stochastic dynamical model of ENSO. Part I: Model development. J. Climate, 13 , 28182832.

    • Search Google Scholar
    • Export Citation
  • Torrence, C., and G. P. Compo, 1998: A practical guide to wavelet analysis. Bull. Amer. Meteor. Soc., 79 , 6178.

  • Vecchi, G., and D. E. Harrison, 2000: Tropical Pacific sea surface temperature anomalies, El Niño, and equatorial westerly wind events. J. Climate, 13 , 18141830.

    • Search Google Scholar
    • Export Citation
  • Waliser, D. E., K. M. Lau, and J. H. Kim, 1999: The influence of coupled sea surface temperatures on the Madden–Julian oscillation: A model perturbation experiment. J. Atmos. Sci., 56 , 333358.

    • Search Google Scholar
    • Export Citation
  • Wang, B., 1995: Interdecadal changes in El Niño onset in the last four decades. J. Climate, 8 , 267285.

  • Zebiak, S. E., 1989: On the 30–60 day oscillation and the prediction of El Niño. J. Climate, 2 , 13811387.

  • Zhang, C., 1996: Atmospheric intraseasonal variability at the surface in the western Pacific Ocean. J. Atmos. Sci., 53 , 739785.

  • Zhang, C., 1997: Intraseasonal variability of the upper-ocean temperature field in the western equatorial Pacific. J. Climate, 10 , 30773092.

    • Search Google Scholar
    • Export Citation
  • Zhang, C., 2001: Intraseasonal perturbations in sea surface temperatures of the equatorial eastern Pacific and their association with the Madden–Julian oscillation. J. Climate, 14 , 13091322.

    • Search Google Scholar
    • Export Citation
  • Zhang, C., and H. H. Hendon, 1997: Propagating and stationary components of the intraseasonal oscillation in tropical convection. J. Atmos. Sci., 54 , 741752.

    • Search Google Scholar
    • Export Citation
  • Zhang, C., and M. J. McPhaden, 2000: Intraseasonal surface cooling in the equatorial western Pacific. J. Climate, 13 , 22612276.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 1224 299 14
PDF Downloads 786 154 13