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Air and Waste Management Association Professional Development Course AIR-257: Satellite Detection of Aerosols Instructor: Rudolf Husar, Ph.D. Professor of Mechanical Engineering Washington University, St. Louis, MO October 25, 2004, 9:00 a.m. - 12:00 p.m.  Asheville, NC Aerosol - Free Quebec Smoke Reflectance Quebec Smoke AOT
Syllabus ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
April 1998   Asian Dust Events -  Synopsis ,[object Object],[object Object],[object Object]
Asian Dust Cloud Source Region ,[object Object],[object Object]
April 15 Dust Cloud Over Asia SeaWiFS data with TOMS overlays (green lines) ,[object Object],[object Object]
April 19 Dust Cloud Over Asia SeaWiFS data with TOMS overlays (green lines) After about 500 km of transport, the plumes tend to merge and the streaky plume structure disappears. On April 19, the visibility was reduced due to dust throughout central and eastern Mongolia, and the optical thickness increased from    < 0.5 on April 18 to    > 2 on April 19.  April 19, ‘98
Impact of Dust on Spectral Reflectance Excess spectral reflectance of dust over the ocean Change of the spectral reflectance of soil with increasing dust. Note, the yellow coloration of white clouds viewed through a dust layer.
Figure 3.  Dust transport over the Pacific Ocean between April 21-25. In the SeaWiFS images  [Kuring,  1998], the dust appears as a yellow dye marking its own position at noon each day.
Dust Cloud Over North America GOES 10 S   GOES 10 Geostationary satellite image By April 27 th , the dust cloud rolled into North America and split with one branch heading southward along the CA coast and the another branch continuing eastward across the Canadian Rockies.
West Coast PM10 Concentration ,[object Object],[object Object]
IMPROVE Fine Particle Dust Concentrations   April 25, 1998   April 29, 1998   May 2, 1998 On April 25, the western U.S. was virtually dust-free, but reached high concentrations by April 29. On May 2, the elevated dust concentrations moved over the Rocky Mountains and the Colorado Plateau  
Fine Particle Dust Ten Year Trends Figure 8.  Ten-year trend of fine particle dust concentration at three IMPROVE monitoring sites.
Vertical Profile of Dust Cloud Over North America   The height of the dust layer on April 27 was between 6-10 km Lidar backscatter at JPL, Pasadena.   Lidar profiles at  Salt Lake City
Solar Radiation Data for Eugene, OR
The Asian Dust Events of April 1998   Prepared by: R. B. Husar, D. Tratt, B. A. Schichtel, S. R. Falke, F. Li D. Jaffe, S. Gassó, T. Gill, N. S. Laulainen, F. Lu. M Reheis, Y. Chun, D. Westpha, B. N. Holben, C. Geymard, I. McKendry, N. Kuring, G. C. Feldman, C. McClain, R. J. Frouin, J. Merrill, D. DuBois, F. Vignola, T. Murayama, S. Nickovic, W. E. Wilson, K. Sassen, N. Sugimoto Paper to be submitted to the  JGR issue on dust December 27, 1999 http://capita.wustl.edu/Asia-FarEast/reports/JGR/AsianDustEpisodeApril1998Draft5.htm
The Central American Smoke Event of May 1998 ,[object Object],[object Object],[object Object]
Location of fires (red dots) on May 15, 1998, based on  Defense Meteorological Satellite Program ( DMSP )  satellite data NOAA’s  Operational Significant Event Imagery (OSEI) Throughout the spring of 1998, thousands of fires in Central America have been burning with twice the intensity of normal springtime fires.   Forest Fires over Central America
Smoke from the Central American Fires Based on  SeaWiFS  and other satellite imagery, thick smoke has been lingering over southern Mexico, Guatemala and Honduras and adjacent oceans throughout the spring season.
3D SeaWiFS May 14, 1998
SeaWiFS, TOMS, Bext May 14, 1998
SeaWiFS, TOMS, Bext May 15, 1998
SeaWiFS, TOMS, Bext May 16, 1998
TOMS Aerosol Index GOES 8 Visible Imagery May 12 May 14 May 15 May 16 Smoke passes over Eastern North America
Daily  TOMS  images of absorbing aerosol index May 2 May 3 May 5 May 6 May 4 May 7 May 8 May 9 May 10 May 11 May 12 May 13 May 14 May 15 May 16 May 17 May 18 May 19 May 20 May 21 May 22 May 23 May 24 May 25 May 26 May 27 May 28 May 29 May 30 May 31
Average Excess TOMS Index for Mar., Apr., May 1998 Excess TOMS absorbing aerosol index averaged for March, April, May 1998 compared to 1999.  The insert depicts the 1998 smoke impact from a global perspective.
Surface Ozone Concentration Superposition of daily maximum ozone and aerosol extinction maps derived from surface visibility.
PM10 concentration over the Eastern U.S. during the smoke event The smoke drifted into the US and Canada and caused exceedances of the PM standard, health alerts, and  impairment of air traffic due to thick haze.
SeaWiFS Surface Reflectance on Clear and Smoky Days Spectral reflectance data derived from the SeaWiFS sensor on May 15, 1998; b) Excess aerosol backscattering over water.
Goes 8 Visible Image HY-SPLIT Trajectories HY-SPLIT Plumes TOMS Aerosol Index Comparison of HYSPLIT Predictions of airmass transport to GOES 8 and TOMS imagery
Surface Haze-Ozone Map Comparison ,[object Object],[object Object],[object Object]
The BigSmoke in New England, July 2002  Smoke transport from Quebec to New England to … ,[object Object],[object Object],[object Object],[object Object],MODIS image
Fire Pixels from  MODIS , June 25-July 6, 2002 ,[object Object],[object Object],[object Object],[object Object],Quebec Fires Note pixel clusters due to larger fires Manitoba – Sask. Fires Note pixel clusters due to larger fires SE US Fires Random pixels from small fires
MODIS: The Fine-Scale Picture  The Fires and the Smoke Transport of Smoke from N. Quebec to SE Canada and NE US. ,[object Object],020706 MODIS MODIS Land Rapid Response  System   020707 MODIS
SeaWiFS Hires: The Regional Picture ,[object Object],[object Object],020706SeaWiFS 020707SeaWiFS 020708SeaWiFS Sulfate Haze Sulfate Haze Sulfate Haze Smoke Smoke Smoke
GOES 8 Animation July 6 animation:  low-resolution ,  high resolution July 7 animation:  low resolution ,  high resolution
HazeCam - Boston ,[object Object],[object Object],CamNet  -Webcam
HazeCam - Newark ,[object Object],[object Object],[object Object],CamNet  -Webcam
HazeCam - Hartford ,[object Object],[object Object],[object Object],CamNet  -Webcam
Smoke Pattern from ASOS Visibility sensors ,[object Object]
SeaWiFS & ASOS & TOMS ,[object Object],[object Object],[object Object],SeaWiFS  &  TOMS
Quebec Fires, July 6, 2002 ,[object Object],SeaWiFS satellite and  METAR surface haze shown in the Voyager distributed data browser Satellite data are fetched from NASA GSFC; surface data from  NWS/CAPITA servers
GOES 8 – METAR ,[object Object],GOES8  20020706_1315 UTC GOES8  20020706_1315 GOES8  20020706_1715 UTC GOES8  20020706_2115 UTC
Voyager Spatio-Temporal Data Browser
TOMS : The Big Picture Absorbing Aerosol Index ,[object Object],July 5 July 6 July 7 July 8 July 9 July 6-7: Smoke plume signal is very intense over S. Ontario and NE US. July 8-9: Transport to the Atlantic.  Where will the smoke reach Europe? How intense, will it be detectable? Would anyone run Hysplit, ATAD?  July 10 July 11
Trans-Atlantic Transport of Quebec Smoke  ,[object Object],July 10: Quebec smoke over Mid-Atlantic SeaWiFS Reflectance TOMS Absorbing Aerosol SeaWiFS Reflectance TOMS Absorbing Aerosol Spain Spain E. US
NRL Forecast Model for Dust, Smoke and Sulfate METAR Surface Haze ,[object Object],[object Object],Dust Sulfate Smoke METAR Haze Time Selector
Micro Pulse Lidar, NASA Goddard
Total reflectance and optical depth comparison Smoke plume Haze Filtered clouds
Continuing work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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  • 1. Air and Waste Management Association Professional Development Course AIR-257: Satellite Detection of Aerosols Instructor: Rudolf Husar, Ph.D. Professor of Mechanical Engineering Washington University, St. Louis, MO October 25, 2004, 9:00 a.m. - 12:00 p.m. Asheville, NC Aerosol - Free Quebec Smoke Reflectance Quebec Smoke AOT
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  • 6. April 19 Dust Cloud Over Asia SeaWiFS data with TOMS overlays (green lines) After about 500 km of transport, the plumes tend to merge and the streaky plume structure disappears. On April 19, the visibility was reduced due to dust throughout central and eastern Mongolia, and the optical thickness increased from  < 0.5 on April 18 to  > 2 on April 19. April 19, ‘98
  • 7. Impact of Dust on Spectral Reflectance Excess spectral reflectance of dust over the ocean Change of the spectral reflectance of soil with increasing dust. Note, the yellow coloration of white clouds viewed through a dust layer.
  • 8. Figure 3. Dust transport over the Pacific Ocean between April 21-25. In the SeaWiFS images [Kuring, 1998], the dust appears as a yellow dye marking its own position at noon each day.
  • 9. Dust Cloud Over North America GOES 10 S GOES 10 Geostationary satellite image By April 27 th , the dust cloud rolled into North America and split with one branch heading southward along the CA coast and the another branch continuing eastward across the Canadian Rockies.
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  • 11. IMPROVE Fine Particle Dust Concentrations April 25, 1998 April 29, 1998 May 2, 1998 On April 25, the western U.S. was virtually dust-free, but reached high concentrations by April 29. On May 2, the elevated dust concentrations moved over the Rocky Mountains and the Colorado Plateau  
  • 12. Fine Particle Dust Ten Year Trends Figure 8. Ten-year trend of fine particle dust concentration at three IMPROVE monitoring sites.
  • 13. Vertical Profile of Dust Cloud Over North America The height of the dust layer on April 27 was between 6-10 km Lidar backscatter at JPL, Pasadena. Lidar profiles at Salt Lake City
  • 14. Solar Radiation Data for Eugene, OR
  • 15. The Asian Dust Events of April 1998 Prepared by: R. B. Husar, D. Tratt, B. A. Schichtel, S. R. Falke, F. Li D. Jaffe, S. Gassó, T. Gill, N. S. Laulainen, F. Lu. M Reheis, Y. Chun, D. Westpha, B. N. Holben, C. Geymard, I. McKendry, N. Kuring, G. C. Feldman, C. McClain, R. J. Frouin, J. Merrill, D. DuBois, F. Vignola, T. Murayama, S. Nickovic, W. E. Wilson, K. Sassen, N. Sugimoto Paper to be submitted to the JGR issue on dust December 27, 1999 http://capita.wustl.edu/Asia-FarEast/reports/JGR/AsianDustEpisodeApril1998Draft5.htm
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  • 17. Location of fires (red dots) on May 15, 1998, based on Defense Meteorological Satellite Program ( DMSP ) satellite data NOAA’s Operational Significant Event Imagery (OSEI) Throughout the spring of 1998, thousands of fires in Central America have been burning with twice the intensity of normal springtime fires. Forest Fires over Central America
  • 18. Smoke from the Central American Fires Based on SeaWiFS and other satellite imagery, thick smoke has been lingering over southern Mexico, Guatemala and Honduras and adjacent oceans throughout the spring season.
  • 19. 3D SeaWiFS May 14, 1998
  • 20. SeaWiFS, TOMS, Bext May 14, 1998
  • 21. SeaWiFS, TOMS, Bext May 15, 1998
  • 22. SeaWiFS, TOMS, Bext May 16, 1998
  • 23. TOMS Aerosol Index GOES 8 Visible Imagery May 12 May 14 May 15 May 16 Smoke passes over Eastern North America
  • 24. Daily TOMS images of absorbing aerosol index May 2 May 3 May 5 May 6 May 4 May 7 May 8 May 9 May 10 May 11 May 12 May 13 May 14 May 15 May 16 May 17 May 18 May 19 May 20 May 21 May 22 May 23 May 24 May 25 May 26 May 27 May 28 May 29 May 30 May 31
  • 25. Average Excess TOMS Index for Mar., Apr., May 1998 Excess TOMS absorbing aerosol index averaged for March, April, May 1998 compared to 1999. The insert depicts the 1998 smoke impact from a global perspective.
  • 26. Surface Ozone Concentration Superposition of daily maximum ozone and aerosol extinction maps derived from surface visibility.
  • 27. PM10 concentration over the Eastern U.S. during the smoke event The smoke drifted into the US and Canada and caused exceedances of the PM standard, health alerts, and impairment of air traffic due to thick haze.
  • 28. SeaWiFS Surface Reflectance on Clear and Smoky Days Spectral reflectance data derived from the SeaWiFS sensor on May 15, 1998; b) Excess aerosol backscattering over water.
  • 29. Goes 8 Visible Image HY-SPLIT Trajectories HY-SPLIT Plumes TOMS Aerosol Index Comparison of HYSPLIT Predictions of airmass transport to GOES 8 and TOMS imagery
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  • 35. GOES 8 Animation July 6 animation: low-resolution , high resolution July 7 animation: low resolution , high resolution
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  • 47. Micro Pulse Lidar, NASA Goddard
  • 48. Total reflectance and optical depth comparison Smoke plume Haze Filtered clouds
  • 49.