Abstract
Sea surface temperature (SST) is a key oceanic variable – widely used for research, including global climate change assessments and atmospheric reanalyses. This paper reviews the evolution of the SST data and products available from the International Comprehensive Ocean-Atmosphere Data Set (ICOADS), since that project’s inception in 1981. Climate-scale SST products based on ICOADS (or related in situ data) are also reviewed. Measurements of SST have been made since around the early 1800s from ships, augmented in recent decades by in situ measurements from buoys and other automated Ocean Data Acquisition Systems (ODAS). SST, unlike some other ICOADS variables such as surface air temperature or humidity, is observed from space with reasonable accuracy. However, without reference to in situ measurements most satellite-based SST products will contain large-scale biases due to varying atmospheric composition and imperfect instrumental calibration. ICOADS is vital to the removal of such biases, which are especially large following volcanic eruptions. We describe products combining in situ and satellite SSTs that exploit the strengths of each type of measurement, to yield both high resolution and high accuracy. Finally, we discuss future developments anticipated for ICOADS and SST products, such as further blending of metadata and enhanced product uncertainty assessments.
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References
Barnett, T. P., 1984: Long-term trends in surface temperature over the oceans. Mon. Wea. Rev., 112, 303–312.
Bottomley, M., C. K. Folland, J. Hsiung, R. E. Newell, and D. E. Parker, 1990: Global Ocean Surface Temperature Atlas ‘GOSTA.’ Meteorological Office/MIT, Boston, MA, 20 + iv pp, 313 plates.
Chelton, D. B. and F. J. Wentz, 2005: Global microwave satellite observations of sea surface temperature for numerical weather prediction and climate research. Bull. Am. Meteorol. Soc., 86, 1097–1115.
Compo, G. P., J. S. Whitaker, and P. D. Sardeshmukh, 2006: Feasibility of a 100-year reanalysis using only surface pressure data. Bull. Am. Meteorol. Soc., 87, 175–190.
Diaz, H., C. Folland, T. Manabe, D. Parker, R. Reynolds, and S. Woodruff, 2002: Workshop on advances in the use of historical marine climate data. WMO Bull., 51(4), 377–380.
Folland, C. K., 2005: Assessing bias corrections in historical sea surface temperature using a climate model. Int. J. Climatol., 25, 895–911.
Folland, C. K. and D. E. Parker, 1995: Correction of instrumental biases in historical sea surface temperature data. Q. J. Roy. Meteorol. Soc., 121, 319–367.
Folland, C. K., D. E. Parker, and F. E. Kates, 1984: Worldwide marine temperature fluctuations, 1856–1981. Nature, 310, 670–673.
Folland, C. K., R. W. Reynolds, M. Gordon, and D. E. Parker, 1993: A study of six operational sea surface temperature analyses. J. Climate, 6, 96–113.
Folland, C. K. et al., 2001a: Observed climate variability and change. In: Climate Change 2001: The Scientific Basis, J. T. Houghton et al., eds., Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, 99–181.
Folland, C. K., N. A. Rayner, S. J. Brown, T. M. Smith, S. S. P. Shen, D. E. Parker, I. Macadam, P. D. Jones, R. N. Jones, N. Nicholls, and D. M. H. Sexton, 2001b: Global temperature change and its uncertainties since 1861. Geophys. Res. Lett., 28, 2621–2624.
Hanawa, K., S. Yasunaka, T. Manabe, and N. Iwasaka, 2000: Examination of correction to historical SST data using long-term coastal SST data taken around Japan. J. Meteorol. Soc., Japan, 78, 187–195.
Hurrell, J. W. and K. E. Trenberth, 1999: Global sea surface temperature analyses: multiple problems and their implications for climate analysis, modeling, and reanalysis. Bull. Am. Meteorol. Soc., 80, 2661–2678.
Ishii M., A. Shouji, S. Sugimoto, and T. Matsumoto, 2005: Objective analyses of sea-surface temperature and marine meteorological variables for the 20th century using ICOADS and the Kobe Collection. Int. J. Climatol., 25, 865–879.
Kaplan, A., Y. Kushnir, M. A. Cane, and M. B. Blumenthal 1997: Reduced space optimal analysis for historical datasets: 136 years of Atlantic sea surface temperatures. J. Geophys. Res., 102, 27835–27860.
Kaplan, A., M. A. Cane, Y. Kushnir, A. Clement, and M. Blumenthal, B. Rajagopalan, 1998: Analyses of global sea surface temperature 1856–1991. J. Geophys. Res., 103, 18567–18589.
Kent, E. C. and A. Kaplan, 2006: Toward estimating climatic trends in SST. Part III: systematic biases. J. Atmos. Oceanic Technol., 23, 487–500, doi:10.1175/JTECH1845.1.
Kent, E. C. and P. K. Taylor, 2006: Toward estimating climatic trends in SST. Part I: methods of measurement. J. Atmos. Oceanic Technol., 23, 464–475, doi:10.1175/JTECH1843.1.
Kent, E. C., D. I. Berry, S. D. Woodruff, and P. K. Taylor, 2006: Voluntary observing ships: a vital observing system in decline. CLIVAR Exchanges, 11(3), 15, 20–21.
Kent, E. C., S. D. Woodruff, and D. I. Berry, 2007: WMO Publication No. 47 metadata and an assessment of observation heights in ICOADS. J. Atmos. Oceanic Technol., 24, 214–234.
Kistler, R. et al., 2001: The NCEP–NCAR 50-year reanalysis. Bull. Am. Meteorol. Soc., 82, 247–267.
Maury, M. F., 1854: Maritime Conference held at Brussels for devising a uniform system of meteorological observations at sea, August and September, 1853. In: Explanations and Sailing Directions to Accompany the Wind and Current Charts (6th edn), E. C. Kent and J. Biddle, Philadelphia, PA, 54–96.
Minobe, S. and A. Maeda, 2005: A 1° monthly gridded sea-surface temperature dataset compiled from ICOADS from 1850 to 2002 and northern hemisphere frontal variability. Int. J. Climatol., 25, 881–894.
McPhaden, M. J., A. J. Busalacchi, R. Cheney, J. R. Donguy, K. S. Gage, D. Halpern, M. Ji, P. Julian, G. Meyers, G. T. Mitchum , P. P. Niiler, J. Picaut, R. W. Reynolds, N. Smith, and K. Takeuchi, 1998: The tropical ocean-global atmosphere (TOGA) observing system: a decade of progress. J. Geophys. Res., 103, 14169–14240.
O’Carroll, A. G., J. G. Watts, L. A. Horrocks, R. W. Saunders, and N. A. Rayner, 2006: Validation of the AATSR meteo product sea surface temperature. J. Atmos. Oceanic Technol., 23, 711–726.
Parker, D. E., C. K. Folland, and M. Jackson, 1995: Marine surface temperature: observed variations and data requirements. Clim. Change, 31, 559–600.
Parker, D., E. Kent, S. Woodruff, D. Dehenauw, D. E. Harrison, T. Manabe, M. Mietus, V. Swail, and S. Worley, 2004: Second JCOMM workshop on advances in marine climatology (CLIMAR-II). WMO Bull., 53(2), 157–159.
Rayner, N. A., D. E. Parker, E. B. Horton, C. K. Folland, L. V. Alexander, D. P. Rowell, E. C. Kent, and A. Kaplan, 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108(D14), 4407, doi:10.1029/2002JD002670.
Rayner, N. A., P. Brohan, D. E. Parker, C. K. Folland, J. J. Kennedy, M. Vanicek, T. J. Ansell, and S. F. B. Tett, 2006: Improved analyses of changes and uncertainties in sea surface temperature measured in situ since the mid-nineteenth century: the HadSST2 dataset. J. Climate, 19, 446–469.
Reynolds, R. W., 1988: A real-time global sea surface temperature analysis. J. Climate, 1, 75–86.
Reynolds, R. W., 1993: Impact of Mount Pinatubo aerosols on satellite-derived sea surface temperatures. J. Climate, 6, 768–774.
Reynolds, R. W. and D. C. Marsico, 1993: An improved real-time global sea surface temperature analysis. J. Climate, 6, 114–119.
Reynolds, R. W. and T. M. Smith, 1994: Improved global sea surface temperature analyses using optimum interpolation. J. Climate, 7, 929–948.
Reynolds, R. W., C. K. Folland, and D. E. Parker, 1989: Biases in satellite derived sea-surface temperature data. Nature, 341, 728–731.
Reynolds, R. W., N. A. Rayner, T. M. Smith, D. C. Stokes, and W. Wang, 2002: An improved in situ and satellite SST analysis for climate. J. Climate, 15, 1609–1625.
Reynolds, R. W., C. L. Gentemann, and F. Wentz, 2004: Impact of TRMM SSTs on a climate-scale analysis. J. Climate, 17, 2938–2952.
Reynolds, R. W., H.-M. Zhang, T. M. Smith, C. L. Gentemann, and F. Wentz, 2005: Impacts of in situ and additional satellite data on the accuracy of a sea-surface temperature analysis for climate. Int. J. Climatol., 25, :857–864.
Slutz, R. J., S. J. Lubker, J. D. Hiscox, S. D. Woodruff, R. L. Jenne , D. H. Joseph, P. M. Steurer, and J. D. Elms, 1985: Comprehensive Ocean-atmosphere Data Set; Release 1. NOAA Environmental Research Laboratories, Climate Research Program, Boulder, CO, 268 pp.
Smith, T. M. and R. W. Reynolds, 2002: Bias corrections for historical sea surface temperatures based on marine air temperatures. J. Climate, 15, 73–87.
Smith, T. M. and R. W. Reynolds, 2003: Extended reconstruction of global sea surface temperatures based on COADS data (1854–1997). J. Climate, 16, 1495–1510.
Smith, T. M. and R. W. Reynolds, 2004: Improved extended reconstruction of SST (1854–1997). J. Climate, 17, 2466–2477.
Smith, T. M., R. W. Reynolds, and C. F. Ropelewsky 1994: Optimal averaging of seasonal sea surface temperatures and associated confidence intervals (1860–1989). J. Climate, 7, 949–964.
Smith, T. M., R. W. Reynolds, R. E. Livezey, and D. C.Stokes, 1996: Reconstruction of historical sea surface temperatures using empirical orthogonal functions. J. Climate, 9, 1403–1420.
Stammer, D., F. Wentz, and C. Gentemann, 2003: Validation of microwave sea surface temperature measurements for climate purposes. J. Climate, 16, 73–87.
Thiébaux, J., E. Rogers, W. Wang, and B. Katz, 2003: A new high-resolution blended real-time global sea surface temperature analysis. Bull. Am. Meteorol. Soc., 84, 645–656.
Trenberth, K. R., J. R. Christy, and J. W. Hurrell, 1992: Monitoring global monthly mean surface temperatures. J. Climate, 5, 1405–1423.
Wolter, K., 1997: Trimming problems and remedies in COADS. J. Climate, 10, 1980–1997.
Wolter, K., S. J. Lubker, and S. D. Woodruff, 1989: Trimming – a potential error source in COADS. Tropical Ocean-atmosphere Newsletter, 51, 4–7.
Woodruff, S. D., R. J. Slutz, R. L. Jenne, and P. M. Steurer, 1987: A comprehensive ocean-atmosphere data set. Bull. Am. Meteorol. Soc., 68, 1239–1250.
Woodruff, S. D., S. J. Lubker, K. Wolter, S. J. Worley, and J. D. Elms, 1993: Comprehensive ocean-atmosphere data set (COADS); Release 1a: 1980–1992. Earth System Monitor, 4(1), 1–8.
Woodruff, S. D., H. F. Diaz, J. D. Elms, and S. J. Worley, 1998: COADS Release 2 data and metadata enhancements for improvements of marine surface flux fields. Phys. Chem. Earth, 23, 517–526.
Woodruff, S. D., S. J. Worley, J. A. Arnott, H. F. Diaz, J. D. Elms, M. Jackson, S. J. Lubker, and D. E. Parker, 2003: COADS updates and the blend with the UK Met Office Marine Data Bank. In: Advances in the Applications of Marine Climatology – The Dynamic Part of the WMO Guide to the Applications of Marine Meteorology. WMO/TD-No. 1081 (JCOMM Technical Report No. 13), pp. 3–10 (on CD-ROM).
Woodruff, S., J. Elms, R. Reynolds, R. Garcia, F. Guo, S. Worley, and T. Yoshida, 2004: Rescuing Marine Data. World Climate News, WMO, Geneva, No 25: 10.
Woodruff, S. D., H. F. Diaz, S. J. Worley, R. W. Reynolds, S. J. Lubker, 2005: Early ship observational data and ICOADS. Clim. Change, 73, 169–194.
Worley, S. J., S. D. Woodruff, R. W. Reynolds, S. J. Lubker, and N. Lott, 2005: ICOADS Release 2.1 data and products. Int. J. Climatol., 25, 823–842.
Wright, P. B., 1986: Problems in the use of ship observations for the study of interdecadal climate changes. Mon. Wea. Rev., 114, 1028–1034.
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Woodruff, S., Diaz, H., Kent, E., Reynolds, R., Worley, S. (2008). The Evolving SST Record from ICOADS. In: Brönnimann, S., Luterbacher, J., Ewen, T., Diaz, H., Stolarski, R., Neu, U. (eds) Climate Variability and Extremes during the Past 100 Years. Advances in Global Change Research, vol 33. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-6766-2_4
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