Radiometric Validation of ERS-1 Along-Track Scanning Radiometer Average Sea Surface Temperature in the Atlantic Ocean

Craig J. Donlon Department of Oceanography, Southampton Oceanography Center, University of Southampton, Southampton, United Kingdom

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Ian S. Robinson Department of Oceanography, Southampton Oceanography Center, University of Southampton, Southampton, United Kingdom

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Abstract

The ERS-1 along-track scanning radiometer (ATSR) provides a half-degree latitude by half-degree longitude average sea surface temperature (ASST) measurement representative of the thermal skin layer of the ocean that is intended for use in global climate studies. Radiometric skin sea surface temperature (SSST) and bulk sea surface temperature (BSST) observations are presented that have been collected spatially coincident and near contemporaneously with ERS-1 ATSR ASST in the tropical and subtropical Atlantic Ocean during September 1992. Using these data the authors demonstrate that the ERS-1 ATSR ASST (SADIST 600) computed from both forward and nadir observations (dual ASST) has a cool bias of −0.54 K, and the ASST computed from nadir-only observations has a bias of −0.78 K. The rms scatter about the mean bias for the dual ASST is 0.18 K and for the nadir ASST is 0.22 K, demonstrating the effectiveness of the along-track scanning concept. The difference between SSST and BSST validation techniques is less than 0.05 K because high wind speeds dominate the in situ dataset, preventing an appreciable skin temperature deviation at the air–sea interface. Most of the bias described above can be explained by Saharan dust and aerosols from the Mount Hudson and Mount Pinatubo volcanic eruptions that were present in the atmosphere during the measurement period.

* Current affiliation: Colorado Center for Astrodynamics Research, University of Colorado, Boulder, Colorado.

Corresponding author address: Craig J. Donlon, CCAR, Campus Box 431, University of Colorado, Boulder, CO 80309-0431.

Email: cjdn@colorado.edu

Abstract

The ERS-1 along-track scanning radiometer (ATSR) provides a half-degree latitude by half-degree longitude average sea surface temperature (ASST) measurement representative of the thermal skin layer of the ocean that is intended for use in global climate studies. Radiometric skin sea surface temperature (SSST) and bulk sea surface temperature (BSST) observations are presented that have been collected spatially coincident and near contemporaneously with ERS-1 ATSR ASST in the tropical and subtropical Atlantic Ocean during September 1992. Using these data the authors demonstrate that the ERS-1 ATSR ASST (SADIST 600) computed from both forward and nadir observations (dual ASST) has a cool bias of −0.54 K, and the ASST computed from nadir-only observations has a bias of −0.78 K. The rms scatter about the mean bias for the dual ASST is 0.18 K and for the nadir ASST is 0.22 K, demonstrating the effectiveness of the along-track scanning concept. The difference between SSST and BSST validation techniques is less than 0.05 K because high wind speeds dominate the in situ dataset, preventing an appreciable skin temperature deviation at the air–sea interface. Most of the bias described above can be explained by Saharan dust and aerosols from the Mount Hudson and Mount Pinatubo volcanic eruptions that were present in the atmosphere during the measurement period.

* Current affiliation: Colorado Center for Astrodynamics Research, University of Colorado, Boulder, Colorado.

Corresponding author address: Craig J. Donlon, CCAR, Campus Box 431, University of Colorado, Boulder, CO 80309-0431.

Email: cjdn@colorado.edu

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  • Allen, M. R., C. T. Mutlow, G. M. C. Blumberg, J. R. Christy, R. T. McNider, and D. T. Llewellyn-Jones, 1994: Global change detection. Nature,370, 24–25.

    • Crossref
    • Export Citation
  • Baily, P., 1994: SADIST Products. Rutherford Appleton Laboratory, Chilton, Didcot, United Kingdom, 99 pp.

  • Barton, I. J., 1995: Satellite-derived sea surface temperatures: Current status. J. Geophys. Res.,100, 8777–8790.

    • Crossref
    • Export Citation
  • ——, A. J. Prata, and R. P. Cechet, 1995: Validation of the ATSR in Australian waters. J. Atmos. Oceanic Technol.,12, 290–300.

    • Crossref
    • Export Citation
  • Bitterman, D. S., and D. V. Hansen, 1993: Evaluation of sea surface temperature measurements from drifting buoys. J. Atmos. Oceanic Technol.,10, 88–96.

  • Bottomley, M., K. C. Folland, J. Hsiung, R. E. Newell, and D. E. Parker, 1990: Global Ocean Surface Temperature Atlas. MIT Press, 19 pp.

  • Clayson, C. A., C. W. Fairall, and J. A. Curry, 1996: Evaluation of turbulent fluxes at the ocean surface using surface renewal theory. J. Geophys. Res.,101, 28503–28513.

    • Crossref
    • Export Citation
  • Donlon, C. J., and I. S. Robinson, 1997: Observations of the oceanic thermal skin in the Atlantic ocean. J. Geophys. Res.,102, 18585–18606.

    • Crossref
    • Export Citation
  • ——, and Coauthors, 1998: Solid state radiometer measurements of sea surface skin temperature. J. Atmos. Oceanic Technol.,15, 56–87.

  • Edwards, T., and Coauthors, 1990: The along track scanning radiometer—Measurement of sea-surface temperature from ERS-1. J. Bri. Interplanet. Soc.,43, 160–180.

  • Emery, W. J, C. J. Donlon, and Y. Yu, 1996: Wind speed forcing of the bulk-skin sea surface skin temperature difference. Eos, Trans. Amer. Geophys. Union,77 (Suppl.), 342.

  • Eymard L., and O. Taconet, 1995: The methods for inferring surface fluxes from satellite data, and their use for atmosphere model validation. Int. J. Remote Sens.,16, 1907–1930.

    • Crossref
    • Export Citation
  • Fairall, C. W., E. F. Bradley, J. S. Godfrey, G. A. Wick, J. B. Edson, and G. S. Young, 1996: Cool-skin and warm-layer effects on sea surface temperature. J. Geophys. Res.,101, 1295–1308.

    • Crossref
    • Export Citation
  • Forrester, T. N., and P. G. Challenor, 1995: Validation of ATSR sea surface temperatures in the Faeroes region. Int. J. Remote Sens.,16, 2741–2735.

    • Crossref
    • Export Citation
  • Freeland, H. J., P. B. Rhines, and T. Rossby, 1975: Statistical observations of the trajectories of neutrally buoyant floats in the north Atlantic. J. Mar. Res.,33, 383–404.

  • Harris, A. R., M. A. Saunders, J. S. Foot, K. F. Smith, and C. T. Mutlow, 1995: Improved sea surface temperature measurements from space. Geophys. Res. Lett.,22, 2159–2162.

    • Crossref
    • Export Citation
  • Harrison, D. L., and C. P. Jones, 1993: A user appraisal of ATSR near real time products. Proc. First ERS-1 Symp., Cannes, France, ESA, 791–795.

  • Harzallah, A., and R. Sadourny, 1995: Internal versus SST-forced atmospheric variability as simulated by an atmospheric general circulation model. J. Climate,9, 474–495.

    • Crossref
    • Export Citation
  • Jessup, A. T., and V. Hesany, 1996: Modulation of skin temperature by swell waves. J. Geophys. Res.,101, 6502–6511.

    • Crossref
    • Export Citation
  • Kent, E., T. Forrester, and P. K. Taylor, 1996: A comparison of the oceanic skin effect parameterisations using ship-borne radiometer data. J. Geophys. Res.,101, 16649–16666.

    • Crossref
    • Export Citation
  • La Violette, P. E., and R. J. Holyer, 1988: Noise and temperature gradients in multichannel sea surface temperature imagery of the ocean. Remote Sens. Environ., 25, 231–241.

    • Crossref
    • Export Citation
  • Lawrence, S. P., M. R. Allen, T. N. Stockdale, C. T. Mutlow, and D. T. Llewellyn-Jones, 1994: Tropical Pacific sea surface temperature in an ocean general circulation model as measured by the along track scanning radiometer. Proc. Second ERS-1 Symp., Hamburg, Germany, ESA, 523–528.

  • Llewellyn-Jones D. T., P. J. Minnett, R. W. Saunders, and A. M. Závody, 1984: Satellite multichannel infrared measurements of sea surface temperature of the NE Atlantic Ocean using AVHRR/2. Quart. J. Roy. Meteor. Soc.,110, 613–631.

    • Crossref
    • Export Citation
  • Mason, G., 1991: Test and calibration of the along track scanning radiometer, a satellite designed to measure sea surface temperature. Ph.D. thesis, University of Oxford, 179 pp.

  • Mason, I. M., P. H. Sheather, J. A. Bowles, and G. Davies, 1995:Black body calibration sources of high accuracy for a space-borne infrared instrument, the along track scanning radiometer. Appl. Opt.,35 (4), 629–639.

    • Crossref
    • Export Citation
  • May, D. M, L. L. Stowe, J. D. Hawkins, and E. P. McClain, 1992:A correction for Sahara dust effects on satellite sea surface temperature measurements. J. Geophys. Res.,97, 3611–3619.

    • Crossref
    • Export Citation
  • McMillin, L. M., 1975: Estimation of sea surface temperatures from two different infrared window measurements with different absorption. J. Geophys. Res.,80, 5113–5117.

    • Crossref
    • Export Citation
  • Minnett, P. J., 1991: Consequences of sea surface temperature variability on the validation and applications of satellite measurements. J. Geophys. Res.,96, 18475–18489.

    • Crossref
    • Export Citation
  • Murray, J., 1995: Sea surface temperatures from ATSR. Rutherford Appleton Laboratory, Chilton, Didcot, United Kingdom, 42 pp.

  • Mutlow, C. T., A. M. Závody, I. J. Barton, and D. T. Llewellyn-Jones, 1994: Sea surface temperature measurements by the along-track scanning radiometer on the ERS-1 satellite: Early results. J. Geophys. Res.,99, 22575–22588.

    • Crossref
    • Export Citation
  • Ott, S. T., A. Ott, D. W. Martin, and J. A. Young, 1991: Analysis of a trans-Atlantic Saharan dust outbreak based on satellite and GATE data. Mon. Wea. Rev.,119, 1832–1850.

    • Crossref
    • Export Citation
  • Reynolds, R. W., 1988: A monthly averaged climatology of sea surface temperatures. J. Climate,1, 75–86.

    • Crossref
    • Export Citation
  • ——, 1993: Impact of Mount Pinatubo aerosols on satellite-derived sea surface temperature. J. Climate,6, 798–774.

  • Robertson, J. E., and A. J. Watson, 1992: Thermal skin effect of the surface ocean and its implications for CO2 uptake. Nature,358, 738–740.

    • Crossref
    • Export Citation
  • Sanders, R., 1993: Radiative properties of Mount Pinatubo volcanic aerosols over the tropical Atlantic. Geophys. Res. Lett.,20, 137–140.

    • Crossref
    • Export Citation
  • Schlüssel, P., H. Y. Shin, W. J. Emery, and H. Grassl, 1987: Comparison of satellite derived sea surface temperatures with in situ skin measurements. J. Geophys. Res.,92, 2859–2874.

    • Crossref
    • Export Citation
  • ——, W. J. Emery, H. Grassl, and T. Mammen, 1990: On the bulk skin temperature difference and its impact on satellite remote sensing of sea surface temperature. J. Geophys. Res.,95, 13341–13356.

    • Crossref
    • Export Citation
  • Smith, A. H., R. W. Saunders, and A. M. Závody, 1994: The validation of ATSR using aircraft radiometer data over the tropical Atlantic. J. Atmos. Oceanic. Technol.,11, 789–800.

    • Crossref
    • Export Citation
  • Smith, S. D., 1988: Coefficients for sea surface wind stress, heat flux, and wind profiles as a function of wind speed and temperature. J. Geophys. Res.,93, 15467–15472.

    • Crossref
    • Export Citation
  • Soloviev, A. V., and P. Schlüssel, 1994: Parameterization of the cool skin of the ocean and of the air–ocean gas transfer on the basis of modeling surface renewal. J. Phys. Oceanogr.,24, 1339–1346.

    • Crossref
    • Export Citation
  • Thomas, J. P., and J. Turner, 1994: Validation of Atlantic Ocean surface temperatures measured by the ERS-1 along track scanning radiometer. J. Atmos. Oceanic Technol.,12, 1303–1312.

    • Crossref
    • Export Citation
  • ——, R. J. Knight, H. K. Roscoe, J. Turner, and C. Symon, 1995:An evaluation of a self-calibrating infrared radiometer for measuring sea surface temperature. J. Atmos. Oceanic Technol.,12, 301–316.

    • Crossref
    • Export Citation
  • Trepte, C. R., R. Veiga, and M. P. McCormick, 1993: The poleward dispersion of Mount Pinatubo volcanic aerosol. J. Geophys. Res.,98 (101), 18563–18573.

    • Crossref
    • Export Citation
  • van Scoy, K. A., K. P. Morris, J. E. Robertson, and A. J. Watson, 1995: Thermal skin effect and the air–sea flux of carbon dioxide: A seasonal high-resolution estimate. Global Biogeochem. Cycles,9, 253–262.

    • Crossref
    • Export Citation
  • Viehoff, T., 1989: Mesoscale variability of sea surface temperature in the North Atlantic. Int. J. Remote Sens.,10, 771–785.

  • Watts, P. D., M. R. Allen, and T. J. Nightingale, 1996: Wind speed effects on sea surface emission and reflection for the along track scanning radiometer. J. Atmos. Oceanic Technol.,13, 126–141.

    • Crossref
    • Export Citation
  • Wick, G. A., W. J. Emery, and P. Schlüssel, 1992: A comprehensive comparison between satellite-measured skin and multichannel sea surface temperature. J. Geophys. Res.,97, 5569–5595.

    • Crossref
    • Export Citation
  • World Climate Research Programme, 1985: Scientific plan for the Tropical Global Ocean Programme. WCRP, 107 pp. [Available from World Meteor. Org., Case Postale 2300 CH-1211 Geneva 2, Switzerland.].

  • Závody, A. M., C. T. Mutlow, D. T. Llewellyn-Jones, and I. J. Barton, 1994: Quantitive remote sensing in the 11 μm wavelength region using ATSR. Proc. Second ERS-1 Symp., Hamburg, Germany, ESA, 829–833.

  • ——, C. T. Mutlow, and D. T. Llewellyn-Jones, 1995: A radiative transfer model for sea surface temperature retrieval for the along track scanning radiometer. J. Geophys. Res.,100, 937–952.

    • Crossref
    • Export Citation
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