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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Editor: James C. Wyant
  • Vol. 45, Iss. 12 — Apr. 20, 2006
  • pp: 2786–2795

Computationally efficient method for retrieving aerosol optical depth from ATSR-2 and AATSR data

William M. F. Grey, Peter R. J. North, and Sietse O. Los  »View Author Affiliations


Applied Optics, Vol. 45, Issue 12, pp. 2786-2795 (2006)
http://dx.doi.org/10.1364/AO.45.002786


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Abstract

We present a robust and computationally efficient method for retrieving aerosol optical depth (AOD) from top-of-atmosphere ATSR-2 (Along-Track Scanning Radiometer) and AATSR (Advanced ATSR) reflectance data that is formulated to allow retrieval of the AOD from the 11 year archive of (A)ATSR data on the global scale. The approach uses a physical model of light scattering that requires no a priori information on the land surface. Computational efficiency is achieved by using precalculated lookup tables (LUTs) for the numerical inversion of a radiative-transfer model of the atmosphere. Estimates of AOD retrieved by the LUT approach are tested on AATSR data for a range of global land surfaces and are shown to be highly correlated with sunphotometer measurements of the AOD at 550   nm . (Pearson's correlation coefficient r 2 is 0.71.)

© 2006 Optical Society of America

OCIS Codes
(280.1100) Remote sensing and sensors : Aerosol detection
(280.1310) Remote sensing and sensors : Atmospheric scattering
(290.1090) Scattering : Aerosol and cloud effects

History
Original Manuscript: July 18, 2005
Revised Manuscript: September 20, 2005
Manuscript Accepted: November 16, 2005

Citation
William M. F. Grey, Peter R. J. North, and Sietse O. Los, "Computationally efficient method for retrieving aerosol optical depth from ATSR-2 and AATSR data," Appl. Opt. 45, 2786-2795 (2006)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-45-12-2786


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References

  1. M. I. Mishchenko, B. Cairns, J. Chowdhary, I. V. Geogdzhayev, L. Liu, and L. D. Travis, " Remote sensing of terrestrial tropospheric aerosols from aircraft and satellites," J. Phys. Conf. Ser. 6, 73- 89 ( 2005). [CrossRef]
  2. J. T. Kiehl and B. P. Briegleb, " The relative roles of sulfate aerosols and greenhouse gases in climate forcing," Science 260, 311- 314 ( 1993). [CrossRef] [PubMed]
  3. J. T. Houghton, Y. Ding, D. J. Griggs, M. Noguer, P. J. van der Linden, and D. Xiaosu, eds., Climate Change 2001:The Scientific Basis (Cambridge University, 2001).
  4. Y. J. Kaufman, D. Tanré, and O. Boucher, " A satellite view of aerosols in the climate system," Nature (London) 419, 215- 223 ( 2002). [CrossRef] [PubMed]
  5. N. C. Hsu, J. R. Herman, O. Torres, B. N. Holben, D. Tanré, T. F. Eck, A. Smirnov, B. Chatenet, and F. Lavenu, " Comparisons of the TOMS aerosol optical thickness:results and applications," J. Geophys. Res. 104, 6269- 6279 ( 1999). [CrossRef]
  6. O. Torres, J. R. Herman, P. K. Bhartia, A. Sinyuk, P. Ginoux, and B. Holben, " A long-term record of aerosol optical depth from TOMS observations and comparison to AERONET measurements," J. Atmos. Sci. 59, 398- 413 ( 2002). [CrossRef]
  7. J. V. Martonchik, D. J. Diner, K. A. Crean, and M. A. Bull, " Regional aerosol retrieval results MISR," IEEE Trans. Geosci. Remote Sensing 40, 1520- 1531 ( 2002). [CrossRef]
  8. Y. J. Kaufman, A. E. Wald, L. A. Remer, B. C. Gao, R. R. Li, and L. Flynn, " The MODIS 2.1 μm channel--correlation with visible reflectance for use in remote sensing of aerosol," IEEE Trans. Geosci. Remote Sens. 35, 1286- 1298 ( 1997). [CrossRef]
  9. I. V. Geogdzhayev, M. I. Mishchenko, W. B. Rossow, B. Cairns, and A. A. Lacis, " Global two-channel AVHRR retrievals of aerosol properties over the ocean for the period of NOAA-9 observations and preliminary retrievals using NOAA-7 and NOAA-11 data," J. Atmos. Sci. 59, 262- 278 ( 2002). [CrossRef]
  10. A. Ignatov and L. Stowe, " Aerosol retrievals from individual AVHRR channels. Part I:Retrieval algorithm and transition from Dave to 6S radiative-transfer model," J. Atmos. Sci. 59, 313- 334 ( 2002). [CrossRef]
  11. A. Higurashi and T. Nakajima, " Development of a two-channel aerosol retrieval algorithm on a global scale using NOAA AVHRR," J. Atmos. Sci. 56, 924- 941. ( 1999). [CrossRef]
  12. M. I. Mishchenko, I. V. Geogdzhayev, B. Cairns, W. B. Rossow, and A. A. Lacis, " Aerosol retrievals over the ocean by use of channels 1 and 2 AVHRR data:sensitivity analysis and preliminary results," Appl. Opt. 38, 7325- 7341 ( 1999). [CrossRef]
  13. L. L. Stowe, A. M. Ignatov, and R. R. Singh, " Development, validation, and potential enhancements to the second-generation operational aerosol product at the national environment satellite, data, and information service of the national oceanic and atmospheric administration," J. Geophys. Res. Atmos. 102, 16923- 16934 ( 1997). [CrossRef]
  14. K. R. Knapp and L. L. Stowe, " Evaluating the potential for retrieving aerosol optical depth over land from AVHRR pathfinder atmosphere data," J. Atmos. Sci. 59, 279- 293 ( 2002). [CrossRef]
  15. G. Myhre, F. Stordal, M. Johnsrud, D. J. Diner, I. V. Geogdzhayev, J. M. Haywood, B. N. Holben, T. Holzer-Popp, A. Ignatov, R. A. Kahn, Y. J. Kaufman, N. Loeb, J. V. Martonchik, M. I. Mishchenko, N. R. Nalli, L. A. Remer, M. Schroedter-Homscheidt, D. Tanre, O. Torres, and M. Wang, " Intercomparison of satellite retrieved aerosol optical depth over ocean during the period September 1997 to December 2000," Atmos. Chem. Phys. 5, 1697- 1719 ( 2005). [CrossRef]
  16. G. Myhre, F. Stordal, M. Johnsrud, A. Ignatov, M. I. Mishchenko, I. V. Geogdzhayev, D. Tanre, J. L. Deuze, P. Goloub, T. Nakajima, A. Higurashi, O. Torres, and B. Holben, " Intercomparison of satellite retrieved aerosol optical depth over the ocean," J. Atmos. Sci. 61, 499- 513 ( 2004). [CrossRef]
  17. D. Llewellyn-Jones, M. C. Edwards, C. T. Mutlow, A. R. Birks, I. J. Barton, and H. Tait, " AATSR:global-change and surface-temperature measurements from Envisat," ESA Bull. 105, 11- 21 ( 2001).
  18. J. V. Martonchik, D. J. Diner, R. A. Kahn, T. P. Ackerman, M. E. Verstraete, B. Pinty, and H. R. Gordon, " Techniques for the retrieval of aerosol properties over land and ocean using multiangle imaging," IEEE Trans. Geosci. Remote Sensing 36, 1212- 1227 ( 1998). [CrossRef]
  19. P. R. J. North, S. A. Briggs, S. E. Plummer, and J. J. Settle, " Retrieval of land surface bidirectional reflectance and aerosol opacity from ATSR-2 multiangle imagery," IEEE Trans. Geosci. Remote Sens. 37, 526- 537 ( 1999). [CrossRef]
  20. R. J. Flowerdew and J. D. Haigh, " Retrieval of aerosol optical thickness over land using the ATSR-2 dual-look satellite radiometer," Geophys. Res. Lett. 24, 351- 354 ( 1996). [CrossRef]
  21. J. P. Veefkind, G. de Leeuw, and P. A. Durkee, " Retrieval of aerosol optical depth over land using two-angle view satellite radiometry during TARFOX," Geophys. Res. Lett. 25, 3135- 3138 ( 1998). [CrossRef]
  22. W. M. F. Grey, P. R. J. North, S. O. Los, and R. M. Mitchell, " Aerosol opacity and land surface reflectance from multiangle AATSR measurements:global validation and intersensor comparison," IEEE Trans. Geosci. Remote Sens. (to be published).
  23. R. B. Myneni, S. Maggion, J. Iaquinto, J. L. Privette, N. Gobron, B. Pinty, D. S. Kimes, M. M. Verstraete, and D. L. Williams, " Optical remote-sensing of vegetation--modeling, caveats, and algorithms," Remote Sens. Environ. 51, 169- 188 ( 1995). [CrossRef]
  24. S. O. Los, G. J. Collatz, P. J. Sellers, C. M. Malmstrom, N. H. Pollack, R. S. De-Fries, L. Bounoua, M. T. Parris, C. J. Tucker, and D. A. Dazlich, " A global 9-y biophysical land surface data set from NOAA AVHRR data," J. Hydrometeorol. 1, 183- 199 ( 2000). [CrossRef]
  25. C. J. Tucker, D. A. Slayback, J. E. Pinzon, S. O. Los, R. B. Myneni, and M. G. Taylor, " Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999," Int. J. Biometeorol. 45, 184- 190 ( 2001). [CrossRef]
  26. E. F. Vermote, D. Tanré, J. L. Deuze, M. Herman, and J. -J. Morcette, " Second simulation of the satellite signal in the solar spectrum, 6S:an overview," IEEE Trans. Geosci. Remote Sens. 35, 675- 686 ( 1997). [CrossRef]
  27. P. R. J. North, " Estimation of aerosol opacity and land surface bidirectional reflectance from ATSR-2 dual-angle imagery: operational method and validation," J. Geophys. Res. 107 (D12), doi: ( 2002). [CrossRef]
  28. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C, The Art of Scientific Computing, 2nd. ed. (Cambridge University, 1992).
  29. P. R. J. North, " Three-dimensional forest light interaction model using a Monte Carlo method," IEEE Trans. Geosci. Remote Sens. 34, 946- 956 ( 1996). [CrossRef]
  30. European Space Agency, AATSR Product Handbook Issue 1.2, http://envisat.esa.int/dataproducts/ (2004).
  31. B. N. Holben, E. Vermote, Y. J. Kaufman, D. Tanré, and V. Kalb, " Aerosol retrieval over land from AVHRR data--application for atmospheric correction," IEEE Trans. Geosci. Remote Sens. 30, 212- 222 ( 1992). [CrossRef]
  32. R. M. Mitchell and D. M. O'Brien, " Correction of AVHRR shortwave channels for the effects of atmospheric scattering and absorption," Remote Sens. Environ. 46, 129- 145 ( 1993). [CrossRef]
  33. D. S. Kimes, J. L. Privette, A. A. Abuelgasim, Y. Knyazikhin, and F. Gao, " Inversion methods for physically based models," Remote Sens. Rev. 18, 381- 439 ( 2000). [CrossRef]
  34. H. Rahman and G. Dedieu, " SMAC:a simplified method for the atmospheric correction of satellite measurements in the solar spectrum," Int. J. Remote Sens. 15, 123- 143 ( 1994). [CrossRef]
  35. A. Saltelli, K. Chan, and M. Scott, eds., Sensitivity Analysis (Wiley, 2000).

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