Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Semi-empirical versus process-based sea-level projections for the twenty-first century

Abstract

Two dynamical methods are presently used to project sea-level changes during the next century. The process-based method relies on coupled atmosphere–ocean models to estimate the effects of thermal expansion and on sea-level models combined with certain empirical relationships to determine the influence of land–ice mass changes1,2. The semi-empirical method uses various physically motivated relationships between temperature and sea level, with parameters determined from the data, to project total sea level3,4,5,6,7. However, semi-empirical projections far exceed process-based projections. Here, we test the robustness of semi-empirical projections to the underlying assumptions about the inertial and equilibrium responses of sea level to temperature forcing and the impacts of groundwater depletion and dam retention during the twentieth century. Our results show that these projections are sensitive to the dynamics considered and the terrestrial-water corrections applied. For B1, which is a moderate climate-change scenario1, the lowest semi-empirical projection of sea-level rise over the twenty-first century equals 62±14 cm. The average value is substantially smaller than previously published semi-empirical projections and is therefore closer to the corresponding process-based values. The standard deviation is larger than the uncertainties of process-based estimates.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Different types of sea-level response to a step temperature increase.
Figure 2: Results of the analysis of GISS temperatures and CW06 sea levels.
Figure 3: Sea levels computed from temperature data recorded before 2000 and projected temperatures for the twenty-first century under the SRES B1 scenario.

Similar content being viewed by others

References

  1. Solomon, S. et al. (eds) Climate Change 2007: The Physical Science Basis (Cambridge Univ. Press, 2007).

  2. Slangen, A. B. A., Katsman, C. A., van de Wal, R. S. W., Vermeersen, L. L. A. & Riva, R. E. M. Towards regional projections of twenty-first century sea-level change based on IPCC SRES scenarios. Clim. Dyn. 38, 1191–1209 (2012).

    Article  Google Scholar 

  3. Rahmstorf, S. A semi-empirical approach to projecting future sea-level rise. Science 315, 368–370 (2007).

    Article  CAS  Google Scholar 

  4. Von Storch, H., Zorita, E. & Gonzáles-Rouco, J. F. Relationship between global mean sea-level and global mean temperature in a climate simulation of the past millennium. Ocean Dyn. 58, 227–236 (2008).

    Article  Google Scholar 

  5. Vermeer, M. & Rahmstorf, S. Global sea level linked to global temperature. Proc. Natl Acad. Sci. USA 106, 21527–21532 (2009).

    Article  CAS  Google Scholar 

  6. Grinsted, A., Moore, J. C. & Jevrejeva, S. Reconstructing sea level from paleo and projected temperatures 200 to 2100 AD. Clim. Dyn. 34, 461–472 (2010).

    Article  Google Scholar 

  7. Rahmstorf, S., Perrette, M. & Vermeer, M. Testing the robustness of semi-empirical sea level projections. Clim. Dyn. 39, 861–875 (2012).

    Article  Google Scholar 

  8. Hansen, J. et al. A closer look at United States and global surface temperature change. J. Geophys. Res. 106, 23947–23963 (2001).

    Article  Google Scholar 

  9. Brohan, P., Kennedy, J. J., Harris, I., Tett, S. F. B. & Jones, P. D. Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850. J. Geophys. Res. 111, D12106 (2006).

    Article  Google Scholar 

  10. Moore, J. C., Grinsted, A. & Jevrejeva, S. New tools for analyzing time series relationships and trends. EOS 86, 226–232 (2005).

    Article  Google Scholar 

  11. Church, J. A. & White, N. J. A 20th century acceleration in global sea-level rise. Geophys. Res. Lett. 33, L01602 (2006).

    Article  Google Scholar 

  12. Church, J. A. & White, N. J. Sea-level rise from the late 19th to the early 21st century. Surv. Geophys. 32, 585–602 (2011).

    Article  Google Scholar 

  13. Jevrejeva, S., Moore, J. C., Grinsted, A. & Woodworth, P. L. Recent global sea level acceleration started over 200 years ago? Geophys. Res. Lett. 33, L08715 (2008).

    Google Scholar 

  14. Chao, B. F., Wu, Y. H. & Li, Y. S. Impact of artificial reservoir water impoundment on global sea level. Science 320, 212–214 (2008).

    Article  CAS  Google Scholar 

  15. Konikow, L. F. Contribution of global groundwater depletion since 1900 to sea-level rise. Geophys. Res. Lett. 38, L17401 (2011).

    Article  Google Scholar 

  16. Wada, Y. et al. Past and future contribution of global groundwater depletion to sea-level rise. Geophys. Res. Lett. 39, L09402 (2012).

    Article  Google Scholar 

  17. Pokhrel, Y. N. et al. Model estimates of sea-level change due to anthropogenic impacts on terrestrial water storage. Nature Geosci. 5, 389–392 (2012).

    Article  CAS  Google Scholar 

  18. Marčelja, S. The timescale and extent of thermal expansion of the global ocean due to climate change. Ocean Sci. 6, 179–184 (2010).

    Article  Google Scholar 

  19. Raper, S. C. B. & Braithwaite, R. J. Glacier volume response time and its links to climate and topography based on a conceptual model of glacier hypsometry. Cryosphere 3, 183–194 (2009).

    Article  Google Scholar 

  20. Gregory, J. M. et al. Twentieth-century global-mean sea-level rise: is the whole greater than the sum of the parts? J. Clim. http://dx.doi.org/10.1175/JCLI-D-12-00319.1 (2012).

  21. Domingues, C. M. et al. Improved estimates of upper-ocean warming and multi-decadal sea-level rise. Nature 453, 1090–1093 (2008).

    Article  CAS  Google Scholar 

  22. Folland, C. K., Parker, D. E. & Kates, F. E. Worldwide marine temperature fluctuations 1856–1981. Nature 310, 670–673 (1984).

    Article  Google Scholar 

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

    Article  Google Scholar 

  24. Jevrejeva, S., Grinsted, A., Moore, J. C. & Holgate, S. Nonlinear trends and multiyear cycles in sea level records. J. Geophys. Res. 111, C09012 (2006).

    Article  Google Scholar 

  25. Church, J. A. et al. Revisiting the Earth’s sea-level and energy budgets from 1961 to 2008. Geophys. Res. Lett. 38, L18601 (2011).

    Article  Google Scholar 

  26. Price, S. F., Payne, A. J., Howat, I. M. & Smith, B. E. Committed sea-level rise for the next century from Greenland ice sheet dynamics during the past decade. Proc. Natl Acad. Sci. USA 108, 8978–8983 (2011).

    Article  CAS  Google Scholar 

  27. Winkelmann, R., Levermann, A., Frieler, K. & Martin, M. A. Uncertainty in future solid ice discharge from Antarctica. Cryosphere Discuss. 6, 673–714 (2012).

    Article  Google Scholar 

  28. Pfeffer, W. T., Harper, J. T. & O’Neal, S. Kinematic constraints on glacier contributions to 21st-century sea-level rise. Science 321, 1340–1343 (2008).

    Article  CAS  Google Scholar 

  29. Gasson, E. et al. Exploring uncertainties in the relationship between temperature, ice volume, and sea level over the past 50 million years. Rev. Geophys. 50, RG1005 (2012).

    Article  Google Scholar 

Download references

Acknowledgements

We thank the Croatian Ministry of Science, Education and Sports for support (grant 119-1193086-3085).

Author information

Authors and Affiliations

Authors

Contributions

The authors contributed equally to this work.

Corresponding author

Correspondence to Mirko Orlić.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Cite this article

Orlić, M., Pasarić, Z. Semi-empirical versus process-based sea-level projections for the twenty-first century. Nature Clim Change 3, 735–738 (2013). https://doi.org/10.1038/nclimate1877

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nclimate1877

This article is cited by

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing