Skip to main content

Advertisement

Log in

Regional and interannual variability in sea level over 2002–2009 based on satellite altimetry, Argo float data and GRACE ocean mass

  • Published:
Ocean Dynamics Aims and scope Submit manuscript

Abstract

In this study, we have estimated the different sea level components (observed sea level from satellite altimetry, steric sea level from in situ hydrography—including Argo profiling floats, and ocean mass from Gravity Recovery and Climate Experiment; GRACE), in terms of regional and interannual variability, over 2002–2009. We compute the steric sea level using different temperature (and salinity) data sets processed by different groups (SCRIPPS, CLS, IPRC, and NOAA) and first focus on the regional variability in steric and altimetry-based sea level. In addition to El Nino–La Nina signatures, the observed and steric sea level data show clear impact of three successive Indian Ocean Dipoles in 2006, 2007, and 2008 in the Indian Ocean. We next study the spatial trend patterns in ocean mass signal by comparing GRACE observations over the oceans with observed minus steric sea level. While in some regions, reasonably good agreement is observed, discrepancy is noticed in some others due to still large regional trend errors in Argo and GRACE data, as well as to a possible (unknown) deep ocean contribution. In terms of global mean, interannual variability in altimetry-based minus steric sea level and GRACE-based ocean mass appear significantly correlated. However, large differences are reported when short-term trends are estimated (using both GRACE and Argo data). This prevents us to draw any clear conclusion on the sea level budget over the recent years from the comparison between altimetry-based, steric sea level, and GRACE-based ocean mass trends, nor does it not allow us to constrain the Glacial Isostatic Adjustment correction to apply to GRACE-based ocean mass term using this observational approach.

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

Similar content being viewed by others

References

  • Ablain M, Cazenave A, Valladeau G, Guinehut S (2009) A new assessment of the error budget of global mean sea level rate estimated by satellite altimetry over 1993–2008. Ocean Sci 5:193–201

    Article  Google Scholar 

  • Antonov JI, Levitus S, Boyer TP (2005) Thermosteric sea level rise, 1955–2003. Geophys Res Lett 32:L12602. doi:10.1029/2005GL023112

    Article  Google Scholar 

  • Behera SK, Luo JJ, Masson S, Rao SA, Sakum H, Yamagata T (2006) A CGCM study on the interaction between IOD and ENSO. J Climate 19(9):1688–1705

    Article  Google Scholar 

  • Behera SK, Luo J-J, Yamagata T (2008) Unusual IOD event of 2007. Geophys Res Lett 35:L14S11. doi:10.1029/2008GL034122

    Article  Google Scholar 

  • Bindoff N, Willebrand J, Artale V, Cazenave A, Gregory J, Gulev S, Hanawa K, Le Quéré C, Levitus S, Nojiri Y, Shum CK, Talley L, Unnikrishnan A (2007) Observations: oceanic climate and sea level. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) 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

    Google Scholar 

  • Cai W, Pan A, Roemmich D, Cowan T, Guo X (2009) Argo profiles a rare occurrence of three consecutive positive Indian Ocean Dipole events, 2006–2008. Geophys Res Lett 36:L08701. doi:10.1029/2008GL037038

    Article  Google Scholar 

  • Cazenave A, Llovel W (2010) Contemporary sea level rise. Annu Rev Mar Sci 2:145–173. doi:10.1146/annurev-marine-120308-081105

    Article  Google Scholar 

  • Cazenave A, Dominh K, Guinehut S, Berthier E, Llovel W, Ramillien G, Ablain M, Larnicol G (2009) Sea level budget over 2003–2008: a reevaluation from GRACE space gravimetry, satellite altimetry and Argo. Glob Planet Change 65:83–88

    Article  Google Scholar 

  • Chambers DP (2006) Evaluation of new GRACE time–variable gravity data over the ocean. Geophys Res Lett 33(17):LI7603. doi:10.1029/2006GL027296

    Google Scholar 

  • Chambers DP, Willis JK (2008) Analysis of large-scale ocean bottom pressure variability in the North Pacific. J Geophys Res 113:C11003. doi:10.1029/2008JC004930

    Article  Google Scholar 

  • Chambers DP, Whar J, Tamisiea ME, Nerem RS (2010) Ocean mass from GRACE and glacial isostatic adjustment (in press)

  • Guinehut S, Coatanoan C, Dhomps AL, Le Traon PY, Larnicol G (2009) On the use of satellite altimeter data in argo quality control. Journal of Atmospheric and Oceanic Technology 26(2):395–402. doi:10.1175/2008JTECHO648.1

    Article  Google Scholar 

  • Han SC, Shum CK, Bevis M, Ji C, Kuo CY (2006) Crustal dilatation observed by GRACE after the 2004 Sumatra–Andaman earthquake. Science 313(5787):658–662

    Article  Google Scholar 

  • Horii T, Hase H, Ueki I, Masumoto Y (2008) Oceanic precondition and evolution of the 2006 Indian Ocean Dipole. Geophys Res Lett 35(3):L03607. doi:10.1029/2007GL032464

    Article  Google Scholar 

  • Leuliette EW, Miller L (2009) Closing the sea level rise budget with altimetry, Argo, and GRACE. Geophys Res Lett 36:L04608. doi:10.1029/2008GL036010

    Article  Google Scholar 

  • Levitus S, Antonov JI, Boyer TP, Locarnini RA, Garcia HE, Mishonov AV (2009) Global ocean heat content 1955–2008 in light of recently revealed instrumentation problems. Geophys Res Lett 36:L07608. doi:10.1029/2008GL037155

    Article  Google Scholar 

  • Lombard A, Cazenave A, Le Traon PY, Ishii M (2005) Contribution of thermal expansion to present-day sea-level change revisited. Glob Planet Change 47(1):1–16. doi:10.1016/j.gloplacha.2004.11.016

    Article  Google Scholar 

  • Lombard A, Garric G, Penduff T (2009) Regional patterns of observed sea level change: insights from a 1/4A degrees global ocean/sea-ice hindcast. Ocean Dyn 59(3):433–449

    Article  Google Scholar 

  • Luo JJ, Behera S, Masumoto Y, Sakuma H (2008) Successful prediction of the consecutive IOD in 2006 and 2007. Geophys Res Lett 35(4):L14S02. doi:10.1029/2007GL032793

    Article  Google Scholar 

  • Lyman JM, Godd SA, Gouretski VV, Ishii M, Johnson GC, Palmer MD, Smith DM, Willis JK (2010) Robust warming of the global upper ocean. Nature 465:334–337. doi:10.1038/nature09043

    Article  Google Scholar 

  • Milne GA, Gehrels WR, Hughes CW, Tamisiea ME (2009) Identifying the causes of sea-level change. Nat Geosci 2(7):471–478. doi:10.1038/ngeo544

    Article  Google Scholar 

  • Paulson A, Zhong S, Wahr J (2007) Inference of mantle viscosity from GRACE and relative sea level data. Geophys J Int 171(2):497–508

    Article  Google Scholar 

  • Quinn KJ, Ponte RM (2010) Uncertainty in ocean mass trends from GRACE. Geophys J Int 181:762–768. doi:10.1111/j.1365-246X.2010.04508x

    Google Scholar 

  • Peltier WR (2009) Closure of the budget of global sea level rise over the GRACE era: the importance and magnitudes of the required corrections for global glacial isostatic adjustment. Quatern Sci Rev 28:17–18

    Article  Google Scholar 

  • Preisendorfer RW (1988) Principal component analysis in meteorology and oceanography. Developments in Atmospheric Science, vol. 17. Elsevier. pp 425

  • Roemmich D, Gilson J (2009) The 2004–2008 mean and annual cycle of temperature, salinity and steric height in the global ocean from the Argo program. Prog Oceanogr 82:81–100

    Article  Google Scholar 

  • Saji NH, Goswami BN, Inayachandran BN, Yamagata T (1999) A dipole mode in the tropical Indian Ocean. Nature 401:360–363

    Google Scholar 

  • Schott FA, Shang-Ping X, McCreary P (2009) Indian ocean circulation and climate variability. Rev Geophys 47:RG1002

    Article  Google Scholar 

  • Stammer D (2008) Response of the global ocean to Greenland and Antarctic ice melting. J Geophys Res 113(06):C06022

    Article  Google Scholar 

  • Swenson S, Wahr J (2002) Methods for inferring regional surface mass anomalies from Gravity Recovery and Climate Experiment (GRACE) measurements of time–variable gravity. J Geophys Res 107(B9):2193. doi:10.1029/2001JB000576

    Article  Google Scholar 

  • Toumazou V, Cretaux JF (2001) Using a Lanczos eigensolver in the computation of empirical orthogonal functions. Mon Weather Rev 129:1243–1250

    Article  Google Scholar 

  • Vinayachandran PN, Kurian J, Neema CP (2007) Indian Ocean response to anomalous conditions in 2006. Geophys Res Lett 34(5):L15602

    Article  Google Scholar 

  • von Schuckmann K, Gaillard F, Le Traon PY (2009) Global hydrographic variability patterns during 2003–2008. J Geophys Res. doi:10.1029/2008JC005237

  • Wahr J, Swenson S, Zlotnicki V, Velicogna I (2004) Time–variable gravity from GRACE: first results. Geophys Res Lett 31:L11501. doi:10.1029/2004GL019779

    Article  Google Scholar 

  • Wong APS, et al. (2008) Argo quality control manual, version 2.31. Ar-um-04-01, pp 33

  • Willis JK, Chambers DP, Nerem RS (2008) Assessing the globally averaged sea level budget on seasonal to interannual timescales. J Geophys Res 113:C06015. doi:10.1029/2007JC004517

    Article  Google Scholar 

  • Wunsch C, Ponte RM, Heimbach P (2007) Decadal trends in sea level patterns: 1993–2004. J Clim. doi:10.1175/2007JCLI1840.1

    Google Scholar 

Download references

Acknowledgments

We thank 2 anonymous reviewers for very useful comments. William Llovel PhD grant is supported by CNRS and Region Midi- Pyrenees. GRACE data were processed by D. P. Chambers, supported by the NASA Earth Science REASoN GRACE Project, and are available at http://grace.jpl.nasa.gov. The Argo data were collected and made freely available by the international Argo project (http://www.argo.ucsd.edu). The altimeter products were produced by SSALTO/DUACS and distributed by AVISO with support from CNES.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to William Llovel.

Additional information

Responsible Editor: Birgit Andrea Klein

Rights and permissions

Reprints and permissions

About this article

Cite this article

Llovel, W., Guinehut, S. & Cazenave, A. Regional and interannual variability in sea level over 2002–2009 based on satellite altimetry, Argo float data and GRACE ocean mass. Ocean Dynamics 60, 1193–1204 (2010). https://doi.org/10.1007/s10236-010-0324-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10236-010-0324-0

Keywords

Navigation