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Observed changes in the albedo of the Arctic sea-ice zone for the period 1982–2009

Abstract

The surface albedo of the Arctic sea-ice zone is a crucial component in the energy budget of the Arctic region1,2. The treatment of sea-ice albedo has been identified as an important source of variability in the future sea-ice mass loss forecasts in coupled climate models3. There is a clear need to establish data sets of Arctic sea-ice albedo to study the changes based on observational data and to aid future modelling efforts. Here we present an analysis of observed changes in the mean albedo of the Arctic sea-ice zone using a data set consisting of 28 years of homogenized satellite data4. Along with the albedo reduction resulting from the well-known loss of late-summer sea-ice cover5,6, we show that the mean albedo of the remaining Arctic sea-ice zone is decreasing. The change per decade in the mean August sea-ice zone albedo is −0.029±0.011. All albedo trends, except for the sea-ice zone in May, are significant with a 99% confidence interval. Variations in mean sea-ice albedo can be explained using sea-ice concentration, surface air temperature and elapsed time from onset of melt as drivers.

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Figure 1: Examples of land-masked CLARA-A1-SAL August monthly mean albedo products.
Figure 2: The evolution of the averaged composite and sea-ice zone albedo through the dataset coverage.
Figure 3: Monthly sea-ice albedo over the Arctic, 1982–2009.

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References

  1. Hall, A. The role of surface albedo feedback in climate. J. Clim. 17, 1550–1568 (2004).

    Article  Google Scholar 

  2. Perovich, D. K. et al. Increasing solar heating of the Arctic Ocean and adjacent seas, 1979–2005: Attribution and role in the ice-albedo feedback. Geophys. Res. Lett. 34, L19505 (2007).

    Article  Google Scholar 

  3. Holland, M. M., Serreze, M. C. & Stroeve, J. The sea ice mass budget of the Arctic and its future change as simulated by coupled climate models. Clim. Dynam. 34, 185–200 (2010).

    Article  Google Scholar 

  4. Riihelä, A., Manninen, T., Laine, V., Andersson, K. & Kaspar, F. CLARA-SAL: A global 28 yr timeseries of Earth’s black-sky surface albedo. Atmos. Chem. Phys. 13, 3743–3762 (2013).

    Article  Google Scholar 

  5. Comiso, J. C., Parkinson, C. L., Gersten, R. & Stock, L. Accelerated decline in the Arctic sea ice cover. Geophys. Res. Lett. 35, L01703 (2008).

    Article  Google Scholar 

  6. Parkinson, C. L. & Cavalieri, D. Arctic sea ice variability and trends, 1979–2006. J. Geophys. Res. 113, C07003 (2008).

    Article  Google Scholar 

  7. Garcia, D. Robust smoothing of gridded data in one and higher dimensions with missing values. Comput. Stat. Data Anal. 54, 1167–1178 (2010).

    Article  Google Scholar 

  8. Perovich, D. K. & Polashenski, C. Albedo evolution of seasonal Arctic sea ice. Geophys. Res. Lett. 39, L08501 (2012).

    Article  Google Scholar 

  9. Markus, T., Stroeve, J. C. & Miller, J. Recent changes in Arctic sea ice melt onset, freezeup, and melt season length. J. Geophys. Res. 114, C12024 (2009).

    Article  Google Scholar 

  10. Maslanik, J. A. et al. A younger, thinner Arctic ice cover: Increased potential for rapid, extensive sea-ice loss. Geophys. Res. Lett. 34, L24501 (2007).

    Article  Google Scholar 

  11. Kwok, R. & Rothrock, D. A. Decline in Arctic sea ice thickness from submarine and ICESat records: 1958–2008. Geophys. Res. Lett. 36, L15501 (2009).

    Article  Google Scholar 

  12. Wang, M. & Overland, J. E. A sea ice free summer Arctic within 30 years: An update from CMIP5 models. Geophys. Res. Lett. 39, L18501 (2012).

    Google Scholar 

  13. Tietsche, S., Notz, D., Jungclaus, J. H. & Marotzke, J. Recovery mechanisms of Arctic summer sea ice. Geophys. Res. Lett. 38, L02707 (2011).

    Article  Google Scholar 

  14. Laine, V. Arctic sea ice regional albedo variability and trends, 1982–1998. J. Geophys. Res. 109, C06027 (2004).

    Article  Google Scholar 

  15. Wang, X. & Key, J. R. Arctic surface, cloud, and radiation properties based on the AVHRR polar pathfinder dataset. Part I: Spatial and temporal characteristics. J. Clim. 18, 2558–2574 (2005).

    Article  Google Scholar 

  16. Serreze, M., Barrett, A., Stroeve, J., Kindig, D. & Holland, M. The emergence of surface-based Arctic amplification. Cryosphere 3, 11–19 (2009).

    Article  Google Scholar 

  17. Stroeve, J., Holland, M. M., Meier, W., Scambos, T. & Serreze, M. Arctic sea ice decline: Faster than forecast. Geophys. Res. Lett. 34, L09501 (2007).

    Article  Google Scholar 

  18. West, A. E., Keen, A. B. & Hewitt, H. T. Mechanisms causing reduced Arctic sea ice loss in a coupled climate model. Cryosphere 7, 555–567 (2013).

    Article  Google Scholar 

  19. Perovich, D., Nghiem, S., Markus, T. & Schweiger, A. Seasonal evolution and interannual variability of the local solar energy absorbed by the Arctic sea ice-ocean system. J. Geophys. Res. 112, C03005 (2007).

    Article  Google Scholar 

  20. Cavalieri, D., Parkinson, C., Gloersen, P. & Zwally, H. J. Sea Ice Concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS Passive Microwave Data, 1982-2009 (National Snow and Ice Data Center, 1996).

    Google Scholar 

  21. Kanamitsu, M. et al. NCEP-DOE AMIP-II Reanalysis (R-2). Bull. Am. Meteorol. Soc. 83, 1631–1643 (2002).

    Article  Google Scholar 

  22. Fetterer, F. & Untersteiner, N. Observations of melt ponds on Arctic sea ice. J. Geophys. Res. 103, 24821–24835 (1998).

    Article  Google Scholar 

  23. Hudson, S. R. Estimating the global radiative impact of the sea ice-albedo feedback in the Arctic. J. Geophys. Res. 116, D16102 (2011).

    Article  Google Scholar 

  24. Wang, X. et al. Arctic climate variability and trends from satellite observations. Adv. Meteorol. 2012, 505613 (2012).

    Google Scholar 

  25. Heidinger, A. K., Straka, W. C. III, Molling, C. C., Sullivan, J. T. & Wu, X. Deriving an inter-sensor consistent calibration for the AVHRR solar reflectance data record. Int. J. Remote Sens. 31, 6493–6517 (2010).

    Article  Google Scholar 

  26. Wessel, P. & Smith, W. H. F. A global, self-consistent, hierarchical, high-resolution shoreline database. J. Geophys. Res. 101, 8741–8743 (1996).

    Article  Google Scholar 

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Acknowledgements

The authors would like to thank the CM SAF project of EUMETSAT for financial support. We would also like to thank Wavelab authors at Stanford University for the use of their software. We thank the National Snow and Ice Data Center for the sea-ice concentration data. We thank the NOAA Earth Systems Research Laboratory for the provision of National Centers for Environmental Prediction—Department of Energy Reanalysis 2 data. We also thank T. Markus for the provision of sea-ice melt-onset data. The CM SAF team at the Deutscher Wetterdienst is thanked for the processing of the CLARA-A1-SAL data set. K. Andersson at VTT is thanked for creating the SAL code. Finally, T. Pulkkinen at Aalto University is thanked for advice and discussions.

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A.R. is the responsible scientist for the CLARA-A1-SAL data set. He carried out the analysis and wrote most of the manuscript. V.L. was the original creator of the SAL algorithm and he contributed parts of the manuscript text. T.M. continued the development of the SAL algorithm by adding elements for the sea-ice albedo derivation. T.M. also planned the work for this study and contributed parts of the manuscript text.

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Correspondence to Aku Riihelä.

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The authors declare no competing financial interests.

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Riihelä, A., Manninen, T. & Laine, V. Observed changes in the albedo of the Arctic sea-ice zone for the period 1982–2009. Nature Clim Change 3, 895–898 (2013). https://doi.org/10.1038/nclimate1963

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