Classification of Aerosol Type from MODIS and OMI over East Asia

Lee, Jae-Hwa;Kim, J.-Hoon;Lee, Hee-Choon;Takemura, Toshihiko

  • Published : 20071100

Abstract

Aerosols afect the earths climate by scattering and absorbing radiation, and by altering the cloud microphysics. Since the effects of aerosols are different from the type to the other, aerosol type clasification from satellite remote sensing optical thicknes (AOT) and ngstrm exponent (AE) of Moderate Resolution Imaging Spectroradiometer (MODIS) and aerosol index (AI) of Ozone Monitoring Instrument (OMI) data. The optical properties and types of aerosol are ana-lyzed over the East Asia, one of the heavily poluted regions on the globe. AOTs significantly decrease from near-continent ocean to remote ocean in monthly climatology, and the maximum AOT is represented in June over the Northeast China, Korean Peninsula, and Japan. The distribution of AEs indicates that aerosols of anthropogenic as well as natural origin ation of AI is represented over the regions with latitude betwen 30N and 40N where the influence of Asian Dust is significant in dry season. Retrieved aerosol types by MODIS-OMI algorithm showed that the aerosols are considerably mixed, and represented seasonal variation over East Asia. The evidence of pollution transport is detected by aerosol clasification, that is, the anthropogenic aerosol types are detected over ocean not only over land. Based on retrieved aerosol types, the frequency distributions of each aerosol sea salt/sulfate at Beijing, whereas sea salt/sulfate mixture is most frequently detected at Seoul and Tokyo. The frequency distributions of aerosol types are similar for both in 2005 and 2006, while the distribution showed considerable seasonal variations.

Keywords

References

  1. Ahmad, S. P., O. Torres, P. K. Bhartia, G. Leptoukh, and S. Kempler, 2006: Aerosol index from TOMS and OMI measurements. Extended abstract of 14th Joint Conference on the Applications of Air Pollution Meteorology with the Air and Waste Management Assoc. [Available online at http://ams.confex.com /ams/pdfpapers/104496.pdf.]
  2. Cho, H. K., M. J. Jeong, J. Kim, and Y. J. Kim, 2003: Dependence of diffuse photosynthetically active solar irradiance on total optical depth. J. Geophys. Res., 108(D9), 4267, doi:10.1029/2002JD002175
  3. Herman, J. R., P. K. Bhartia, O. Torres, C. Hsu, C. Seftor, and E. Celarier, 1997: Global distribution of UV-absorbing aerosols from Nimbus7/TOMS data. J. Geophys. Res., 102(D14), 16911-16922 https://doi.org/10.1029/96JD03680
  4. Higurashi, A., and T. Nakajima, 2002: Detection of aerosol types over the East China Sea near Japan from four-channel satellite data. Geophys. Res. Lett., 29(17), 1836, doi:10.1029/2002GL015357
  5. Hsu, N. C., S. C. Tsay, M. D. King, and J. R. Herman, 2004: Aerosol properties over bright-reflecting source regions. IEEE Trans. Geosci. Remote Sens., 42(3), 557-569 https://doi.org/10.1109/TGRS.2004.824067
  6. IPCC, 2001: Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA
  7. Jeong, M.-J., and Z. Li, 2005: Quality, compatibility, and synergy analyses of global aerosol products derived from the advanced very high resolution radiometer and Total Ozone Mapping Spectrometer. J. Geophys. Res., 110, D10S08, doi:10.1029/2004JD004647
  8. Kaufman, Y. J., A. Karnieli, and D. Tanre, 2000: Detection of dust over the desert by EOS-MODIS. IEEE Trans. Geosci. Remote Sens., 38, 525-531 https://doi.org/10.1109/36.823947
  9. Kaufman, O. Boucher, D. Tanré, M. Chin, L. A. Remer, and T. Takemura, 2005: Aerosol anthropogenic component estimated from satellite data. Geophys. Res. Lett., 32, L17804, doi:10.1029/2005GL023125.
  10. Kim, J., J. Lee, H. C. Lee, A. Higurashi, T. Takemura, and C. H. Song, 2007: Consistency of the aerosol type classification from satellite remote sensing during the ABC EAREX campaign. J. Geophys. Res., in press
  11. Lee, K. H., Y. J. Kim, and W. von Hoyningen-Huene, 2007: Spatio-temporal variability of satellite-derived aerosol optical thickness over Northeast Asia in 2004. Atmos. Environ., 41, 3959-3973 https://doi.org/10.1016/j.atmosenv.2007.01.048
  12. Remer, L. A., Y. J. Kaufman, D. Tanré, S. Mattoo, D. A. Chu, J. V. Martins, R.-R. Li, C. Ichoku, R. C. Levy, R. G. Kleidman, T. F. Eck, E. Vermote, and B. N. Holben, 2005: The MODIS aerosol algorithm, products and validation. J. Atmos. Sci., 62, 947-973 https://doi.org/10.1175/JAS3385.1
  13. Stammes, P., 2002: OMI Algorithm Theoretical Basis Document, Vol. III - Clouds, Aerosols, and Surface UV Irradiance. ATBD-OMI-03, Ver. 2.0, 47-71. [Available online at http://www.knmi.nl/omi/research/documents/ algorithm_docs.html.]
  14. Takemura, T., H. Okamoto, Y. Maruyama, A. Numaguti, A. Higurashi, and T. Nakajima, 2000: Global three-dimensional simulation of aerosol optical thickness distribution of various origins. J. Geophys. Res., 105, 17853-17873 https://doi.org/10.1029/2000JD900265
  15. Takemura, I. Uno, T. Nakajima, A. Higurashi, and I. Sano, 2002a: Modeling study of long-range transport of Asian dust and anthropogenic aerosols from East Asia. Geophys. Res. Lett., 29(24), 2158, doi:10.1029/ 2002GL016251
  16. Takemura, T. Nakajima, O. Dubovik, B. N. Holben, and S. Kinne, 2002b: Single-scattering albedo and radiative forcing of various aerosol species with a global three-dimensional model. J. Climate, 15, 333-352 https://doi.org/10.1175/1520-0442(2002)015<0333:SSAARF>2.0.CO;2
  17. Takemura, T. Nakajima, A. Higurashi, S. Ohta, and N. Sugimoto, 2003: Aerosol distributions and radiative forcing over the Asian-Pacific region simulated by Spectral Radiation-Transport Model for Aerosol Species (SPRINTARS). J. Geophys. Res., 108(D23), 8659, doi:10.1029/2002JD003210
  18. Takemura, T. Nozawa, S. Emori, T. Y. Nakajima, and T. Nakajima, 2005: Simulation of climate response to aerosol direct and indirect effects with aerosol transport- radiation model. J. Geophys. Res., 110, D02202, doi:10.1029/2004JD005029
  19. Torres, O., P. K. Bharatia, J. R. Herman, Z. Ahmad, and J. Gleason, 1998: Derivation of aerosol properties from satellite measurements of backscattered ultraviolet radiation: Theoretical basis. J. Geophys. Res., 103, 17099-17110 https://doi.org/10.1029/98JD00900
  20. Twomey, S. A., 1977: The influence of pollution on the shortwave albedo of clouds. J. Atmos. Sci., 34, 1149- 1152 https://doi.org/10.1175/1520-0469(1977)034<1149:TIOPOT>2.0.CO;2