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Biomass Smoke Emissions and Transport: Community-based Satellite and Surface Data Analysis R.B. Husar Washington University in St. Louis Presented at NARSTO Workshop on Innovative Methods for Emission-Inventory Development and Evaluation Austin, TX ; October 14-17, 2003
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Fire Zones of  North America
Seasonality of Fire ,[object Object],[object Object],[object Object],[object Object]
Pattern of Fires over N. America ,[object Object],[object Object],Fire Pixel Count: Western US North America
Smoke Emission and Concentration Pattern: Measured and Modeled ,[object Object],[object Object],Satel. Aerosol Surface Visib. Surface Species Measured Smoke Pattern Smoke Comparison Surface Species Model - MCarlo Model - CMAQ Far Source: Transport & Pattern ,[object Object],[object Object],[object Object],Fire Location Fire Model Local Disp.Model Measured Smoke Emission Emission Comparison Near Source: Smoke Emission
Scientific Challenge: Description of smoke ,[object Object],[object Object],[object Object],Particulate matter, incl. smoke  is complex because of its multi-dimensionality It takes at leas 8 independent dimensions to describe the PM concentration pattern Dimension  Abbr. Data Sources Spatial dimensions X, Y Satellites, dense networks Height Z Lidar, soundings Time T Continuous monitoring Particle size D Size-segregated sampling Particle Composition C Speciated analysis Particle Shape/Form F Microscopy Ext/Internal Mixture M Microscopy
Technical Challenge: Characterization ,[object Object],[object Object],[object Object],[object Object],Satellite-Integral
Smoke types: blue, yellow, white ,[object Object],[object Object],[object Object],[object Object],California Smoke 1999 Quebec Smoke 2002
July 2020 Quebec Smoke Event  ,[object Object],–   ,[object Object],[object Object]
2002 Quebec Smoke Chemistry over the Northeast ,[object Object],[object Object]
SeaWiFS, TOMS, Surface Visibility, May 98   Surface ozone depressed under smoke
Aerosol Optical Depth and Solar Radiation Mexican Smoke Event, May 1998 Spectral aerosol optical thickness measured by the AERONET network at Bondville, IL. Solar radiation data derived from Shadowband Radiometer Network at Big Bend, TX.
Smoke Complexity Management: R eal-Time  A erosol  W atch   (RAW) RAW is an  open communal activity to study aerosol events   (e.g. smoke and dust) , including detection, tracking and impact on PM and haze.  The main asset of RAW is the  community of data analysts, modelers, managers   and others participating in the production of actionable knowledge from observations, models and human reasoning The RAW community is supported by a  networking infrastructure  based on open Internet standards (web services) and a set of web-tools. Initial web tools include the  Community Website   for open community interaction, the  Analysts Console  for diverse data access and the  Managers Console  for AQ management decision support.
Smoke Events: Community Websites ,[object Object]
Analysts Console: Ad hoc  Integration of distributed, heterogeneous  ,[object Object],Derived Aerosol Optical Depth, Fire Locations
Lose Federation of Heterogeneous Distributed Providers, Consumers and Value-Adders Federated information system schematics. Providers expose part data (green) to others Federation facilitates connectivity, exchange Schematics of a the value-adding network node Components embedded in the federated network
Real-time PM Monitoring Dashboard Example Views – Selected from Dozens of spatial, temporal, height cross-sections Satellite Animation Satellite Aerosol Weather PM/Haze PM/Haze Surface wind vector Back/Forw. Trajectories Temperature NAAPS model PM/Bext time series Bext contours PM2.5 contours Satellite Image Dew point / relhum Webcam
Satellite applications to Smoke/PM management ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Decision Support Systems Standards Based Products Platforms, Sensors Data Distribution Handling Tasking Distribution Processing Exploitation NASA ESE Information Cycle Air Quality Assessment Compare to Goals Plan Reductions Track Progress Controls  (Actions) Monitoring (Sensing) Set Goals CAAA NAAQS AQ Management Loop

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2003-10-15 Biomass Smoke Emissions and Transport: Community-based Satellite and Surface Data Analysis

  • 1. Biomass Smoke Emissions and Transport: Community-based Satellite and Surface Data Analysis R.B. Husar Washington University in St. Louis Presented at NARSTO Workshop on Innovative Methods for Emission-Inventory Development and Evaluation Austin, TX ; October 14-17, 2003
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  • 11. SeaWiFS, TOMS, Surface Visibility, May 98 Surface ozone depressed under smoke
  • 12. Aerosol Optical Depth and Solar Radiation Mexican Smoke Event, May 1998 Spectral aerosol optical thickness measured by the AERONET network at Bondville, IL. Solar radiation data derived from Shadowband Radiometer Network at Big Bend, TX.
  • 13. Smoke Complexity Management: R eal-Time A erosol W atch (RAW) RAW is an open communal activity to study aerosol events (e.g. smoke and dust) , including detection, tracking and impact on PM and haze. The main asset of RAW is the community of data analysts, modelers, managers and others participating in the production of actionable knowledge from observations, models and human reasoning The RAW community is supported by a networking infrastructure based on open Internet standards (web services) and a set of web-tools. Initial web tools include the Community Website for open community interaction, the Analysts Console for diverse data access and the Managers Console for AQ management decision support.
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  • 16. Lose Federation of Heterogeneous Distributed Providers, Consumers and Value-Adders Federated information system schematics. Providers expose part data (green) to others Federation facilitates connectivity, exchange Schematics of a the value-adding network node Components embedded in the federated network
  • 17. Real-time PM Monitoring Dashboard Example Views – Selected from Dozens of spatial, temporal, height cross-sections Satellite Animation Satellite Aerosol Weather PM/Haze PM/Haze Surface wind vector Back/Forw. Trajectories Temperature NAAPS model PM/Bext time series Bext contours PM2.5 contours Satellite Image Dew point / relhum Webcam
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