Skip to main content
Log in

Spatiotemporal modes of global sea surface temperature variability

  • Research Paper
  • Published:
Science China Earth Sciences Aims and scope Submit manuscript

Abstract

This study identifies the salient global modes of sea surface temperature variability based on 145 years of HadISST data. Unlike the traditional mode identification by EOF analysis, a combination of wavelet and EOF analysis is used to extract the leading modes at distinct time scales. The spatial patterns of some well-known regional modes are recovered, with the global connection and frequency content of these modes being revealed. Our analysis indicates that, in terms of global influence, the Pacific Ocean is the major player, and the tropical Pacific is the center of action on various time scales. The Atlantic Ocean has its own outstanding modes, but their global impacts are not as strong as those from the Pacific. The Indian Ocean generally shows a passive response to the Pacific, with a basin-wide pattern in the tropics. Despite some preliminary theoretical attempts, how to elucidate the dynamics underlying the global modes of sea surface temperature variability is still an open question.

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

  • Ashok K, Behera S K, Rao S A, Weng H, Yamagata T. 2007. El Niño Modoki and its possible teleconnection. J Geophys Res, 112: C11007

    Article  Google Scholar 

  • Cane M A, Moore D W. 1981. A note on low-frequency equatorial basin modes. J Phys Oceanogr, 11: 1578–1584

    Article  Google Scholar 

  • Cessi P, Paparella F. 2001. Excitation of basin modes by ocean-atmosphere coupling. Geophys Res Lett, 28: 2437–2440

    Article  Google Scholar 

  • Cessi P, Primeau F. 2001. Dissipative selection of low-frequency modes in a reduced-gravity basin. J Phys Oceanogr, 31: 127–137

    Article  Google Scholar 

  • Cessi P, Louazel S. 2001. Decadal oceanic response to stochastic wind forcing. J Phys Oceanogr, 31: 3020–3029

    Article  Google Scholar 

  • Chang P, Ji L, Li H. 1997. A decadal climate variation in the tropical Atlantic Ocean from thermodynamic air-sea interactions. Nature, 385: 516–518

    Article  Google Scholar 

  • Delworth T L, Mann M E. 2000. Observed and simulated multidecadal variability in the Northern Hemisphere. Clim Dyn, 16: 661–676

    Article  Google Scholar 

  • Deser C, Alexander M A, Xie S P, Phillips A S. 2010. Sea surface temperature variability: Patterns and mechanisms. Annu Rev Mar Sci, 115: 43

    Google Scholar 

  • Emile-Geay J, Cane M A. 2009. Pacific decadal variability in the view of linear equatorial wave theory. J Phys Oceanogr, 39: 203–219

    Article  Google Scholar 

  • Enfield D B, Mestas-Nuñez A M, Trimble P J. 2001. The Atlantic Multidecadal Oscillation and its relation to rainfall and river flows in the continental U.S. Geophys Res Lett, 28: 2077–2080

    Article  Google Scholar 

  • Ghil M, Allen R, Dettinger M. 2002. Advanced spectral methods for climatic time series. Rev Geophys, 40: 3.1–3.41

    Article  Google Scholar 

  • Gong Z Q, Zhao J H, Feng G L, Chou J F. 2015. Dynamic-statistics combined forecast scheme based on the abrupt decadal change component of summer precipitation in East Asia. Sci China Earth Sci, 58: 404–419

    Article  Google Scholar 

  • Kug J S, Jin F F, An S I. 2009. Two types of El Niño events: Cold tongue El niño and warm pool El Niño. J Clim, 22: 1499–1515

    Article  Google Scholar 

  • Lau K M, Weng H. 1995. Climate signal detection using wavelet transform: How to make a time series sing. Bull Amer Meteor Soc, 76: 2391–2402

    Article  Google Scholar 

  • Li C J, Ren J W, Xiao C D, Hou S G, Ding M H, Qin D H. 2015. A 2680-year record of sea ice extent in the Ross Sea and the associated atmospheric circulation derived from the DT401 East Antarctic ice core. Sci China Earth Sci, 58: 2090–2102

    Article  Google Scholar 

  • Li J Y, Zheng Q N, Hu J Y, Fan Z H, Zhu J, Chen T, Z B L, Xu Y. 2015. Wavelet analysis of coastal-trapped waves along the China coast generated by winter storms in 2008. Acta Oceanol Sin, 34: 22–31

    Article  Google Scholar 

  • Lian T, Chen D. 2012. An evaluation of rotated EOF analysis and its application to tropical Pacific SST variability. J Clim, 25: 5361–5373

    Article  Google Scholar 

  • Lian T, Chen D K, Tang Y M, Jin B G. 2014. A theoretical investigation of the tropical Indo-Pacific tripole mode. Sci China Earth Sci, 57: 174–188

    Article  Google Scholar 

  • Liu M J, Dai Y S, Zhang J, Zhang X, Meng J M, Xie Q C. 2015. PCA-based sea-ice image fusion of optical data by HIS transform and SAR data by wavelet transform. Acta Oceanol Sin, 34: 59–67

    Article  Google Scholar 

  • Lorenzo E D, Schneider N, Cobb K M, Chhak K, Franks P J S. 2008. North Pacific Gyre Oscillation links ocean climate and ecosystem change. Geophys Res Lett, 35: L08607, doi: 10.1029/2007GL032838

    Article  Google Scholar 

  • Mann M E, Park J. 1994. Global-scale modes of surface temperature variability on interannual to century timescales. J Geophys Res, 99: 25819–25833

    Article  Google Scholar 

  • Mann M E, Park J. 1996. Joint spatiotemporal modes of surface temperature and sea level pressure variability in the Northern Hemisphere during the last century. J Clim, 9: 2137–2162

    Article  Google Scholar 

  • Mann M E, Park J. 1999. Oscillatory spatiotemporal signal detection in climate studies: A multiple-taper spectral domain approach. Adv Geophys, 41: 1–131

    Article  Google Scholar 

  • Mestas-Nuñez A M, Enfield D B. 1999. Rotated global modes of non-ENSO sea surface temperature variability. J Clim, 12: 2734–2746

    Article  Google Scholar 

  • Minobe S. 1997. A 50-70 year climatic oscillation over the North Pacific and North America. Geophys Res Lett, 24: 683–686

    Article  Google Scholar 

  • Rasmusson E M, Carpenter T H. 1982. Variations in tropical sea surface temperature and surface wind fields associated with the southern Oscillation/El Niño. Mon Wea Rev, 110: 354–384

    Article  Google Scholar 

  • Torrence C, Compo P. 1998. A practical guide to wavelet analysis. Bull Amer Meteorol Soc, 79: 61–78

    Article  Google Scholar 

  • Weng H, Lau K M. 1994. Wavelets, period doubling, and time-frequency localization with application to organization of convection over the Tropical Western Pacific. J Atmos Sci, 51: 2523–2541

    Article  Google Scholar 

  • Zhang L L, Yan X M, Sun C, Hu D X. 2016. Variability of Antarctic Intermediate Water south of Australia and its relationship with frontal waves. Sci China Earth Sci, 59: 1674–1682

    Article  Google Scholar 

  • Zhang Y, Wallace J M, Battisti D S. 1997. ENSO-like interdecadal variability: 1900–93. J Clim, 10: 1004–1020

    Article  Google Scholar 

Download references

Acknowledgements

The HadISST data are obtained from http://hadobs.metoffice.com/hadisst/data/download.html.dataset. This work was supported by the National Basic Research Program of China (Grant No. 2013CB430302), the National Natural Science Foundation of China (Grant Nos. 41690121, 41690120, 41506025 & 41321004), the National Program on Global Change and Air-Sea Interaction (Grant No. GASI-IPOVAI- 04&GASI-IPOVAI-06), and the Zhejiang Provincial Natural Science Foundation of China (Grant No. LQ15D060004).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to DaKe Chen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, X., Chen, C., Lian, T. et al. Spatiotemporal modes of global sea surface temperature variability. Sci. China Earth Sci. 60, 508–516 (2017). https://doi.org/10.1007/s11430-016-0160-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11430-016-0160-9

Keywords

Navigation