SlideShare a Scribd company logo
1 of 18
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

More Related Content

What's hot

2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNETRudolf Husar
 
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...Rudolf Husar
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and OpportunitiesRudolf Husar
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs WorkRudolf Husar
 
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTS
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTSFR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTS
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTSgrssieee
 
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Integrated Carbon Observation System (ICOS)
 
0507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar20507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar2Rudolf Husar
 
2003-10-10 Measurement of free iron content in desert dust : effect on light ...
2003-10-10 Measurement of free iron content in desert dust : effect on light ...2003-10-10 Measurement of free iron content in desert dust : effect on light ...
2003-10-10 Measurement of free iron content in desert dust : effect on light ...Rudolf Husar
 
2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools
2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools
2003-08-30 Global and Local Dust over N. America Observations and Analysis ToolsRudolf Husar
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_submRudolf Husar
 
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an ResultsRudolf Husar
 
Data Fed Fire Apps
Data Fed Fire AppsData Fed Fire Apps
Data Fed Fire AppsRudolf Husar
 
Use of UAV for Hydrological Monitoring
Use of UAV for Hydrological MonitoringUse of UAV for Hydrological Monitoring
Use of UAV for Hydrological MonitoringSalvatore Manfreda
 

What's hot (16)

2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-06-20 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
 
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...
2003-12-02 Environmental Information Systems for Monitoring, Assessment, and ...
 
ICCC MRV Cluster Activities on Methodology Development
ICCC MRV Cluster Activities on Methodology DevelopmentICCC MRV Cluster Activities on Methodology Development
ICCC MRV Cluster Activities on Methodology Development
 
Skole Carbon Benefits Seminar
Skole Carbon Benefits SeminarSkole Carbon Benefits Seminar
Skole Carbon Benefits Seminar
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs Work
 
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTS
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTSFR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTS
FR2.L10.2: VALIDATION OF SMOS: SOME FIRST RESULTS
 
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
 
0507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar20507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar2
 
2003-10-10 Measurement of free iron content in desert dust : effect on light ...
2003-10-10 Measurement of free iron content in desert dust : effect on light ...2003-10-10 Measurement of free iron content in desert dust : effect on light ...
2003-10-10 Measurement of free iron content in desert dust : effect on light ...
 
2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools
2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools
2003-08-30 Global and Local Dust over N. America Observations and Analysis Tools
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_subm
 
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
2006-03-08 Intercontinental Aerosol Transport: Quantitative Tools an Results
 
Data Fed Fire Apps
Data Fed Fire AppsData Fed Fire Apps
Data Fed Fire Apps
 
PosterV2small
PosterV2smallPosterV2small
PosterV2small
 
Use of UAV for Hydrological Monitoring
Use of UAV for Hydrological MonitoringUse of UAV for Hydrological Monitoring
Use of UAV for Hydrological Monitoring
 

Similar to Smoke Emission Draft

2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...
2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...
2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...Rudolf Husar
 
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective AssessmentRudolf Husar
 
2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin SeminarRudolf Husar
 
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...Rudolf Husar
 
2005-11-12 Characterization of Aerosol Events using the Federated Data System...
2005-11-12 Characterization of Aerosol Events using the Federated Data System...2005-11-12 Characterization of Aerosol Events using the Federated Data System...
2005-11-12 Characterization of Aerosol Events using the Federated Data System...Rudolf Husar
 
2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering NetworkRudolf Husar
 
2005-10-31 Characterization of Aerosol Events
2005-10-31 Characterization of Aerosol Events2005-10-31 Characterization of Aerosol Events
2005-10-31 Characterization of Aerosol EventsRudolf Husar
 
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
2005-06-06 Satellite Data Us in PM Management: A Retrospective AssessmentRudolf Husar
 
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...Rudolf Husar
 
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern USRudolf Husar
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husarRudolf Husar
 
130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminarRudolf Husar
 
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...Rudolf Husar
 
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNETRudolf Husar
 
2005-10-31 Concepts on Aerosol Characterization
2005-10-31 Concepts on Aerosol Characterization2005-10-31 Concepts on Aerosol Characterization
2005-10-31 Concepts on Aerosol CharacterizationRudolf Husar
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and OpportunitiesRudolf Husar
 
DRI UAV Expertise and Related Interests
DRI UAV Expertise and Related InterestsDRI UAV Expertise and Related Interests
DRI UAV Expertise and Related InterestsDRIscience
 
2004-09-21 Natural Aerosol Event Detection and Characterization
2004-09-21 Natural Aerosol Event Detection and Characterization2004-09-21 Natural Aerosol Event Detection and Characterization
2004-09-21 Natural Aerosol Event Detection and CharacterizationRudolf Husar
 

Similar to Smoke Emission Draft (20)

2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...
2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...
2005-06-03 Aerosol Characterization and the Supporting Information Infrastruc...
 
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
2004-06-24 Satellite Data Us in PM Management: A Retrospective Assessment
 
2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar
 
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
20051031 Biomass Smoke Emissions and Transport: Community-based Satellite and...
 
2005-11-12 Characterization of Aerosol Events using the Federated Data System...
2005-11-12 Characterization of Aerosol Events using the Federated Data System...2005-11-12 Characterization of Aerosol Events using the Federated Data System...
2005-11-12 Characterization of Aerosol Events using the Federated Data System...
 
2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network
 
2005-10-31 Characterization of Aerosol Events
2005-10-31 Characterization of Aerosol Events2005-10-31 Characterization of Aerosol Events
2005-10-31 Characterization of Aerosol Events
 
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
2005-06-06 Satellite Data Us in PM Management: A Retrospective Assessment
 
4 Sat Rpo Fastnet
4 Sat Rpo Fastnet4 Sat Rpo Fastnet
4 Sat Rpo Fastnet
 
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
2004-10-15 AIR-257: Satellite Detection of Aerosols: Satellite data and tools...
 
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US
2005-04-01 Carbonaceous Aerosol and Smoke over the Eastern US
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husar
 
130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminar
 
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...
2003-08-27 Data Fusion for the Description and Explanation of Atmospheric Aer...
 
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
2004-07-28 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET
 
2005-10-31 Concepts on Aerosol Characterization
2005-10-31 Concepts on Aerosol Characterization2005-10-31 Concepts on Aerosol Characterization
2005-10-31 Concepts on Aerosol Characterization
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
2004-10-14 AIR-257: Satellite Detection of Aerosols Issues and Opportunities
 
DRI UAV Expertise and Related Interests
DRI UAV Expertise and Related InterestsDRI UAV Expertise and Related Interests
DRI UAV Expertise and Related Interests
 
2004-09-21 Natural Aerosol Event Detection and Characterization
2004-09-21 Natural Aerosol Event Detection and Characterization2004-09-21 Natural Aerosol Event Detection and Characterization
2004-09-21 Natural Aerosol Event Detection and Characterization
 
presentation 2
presentation 2presentation 2
presentation 2
 

More from Rudolf Husar

111018 geo sif_aq_interop
111018 geo sif_aq_interop111018 geo sif_aq_interop
111018 geo sif_aq_interopRudolf Husar
 
110823 solta11 intro
110823 solta11 intro110823 solta11 intro
110823 solta11 introRudolf Husar
 
110823 data fed_solta11
110823 data fed_solta11110823 data fed_solta11
110823 data fed_solta11Rudolf Husar
 
110510 aq co_p_network
110510 aq co_p_network110510 aq co_p_network
110510 aq co_p_networkRudolf Husar
 
110509 aq co_p_solta
110509 aq co_p_solta110509 aq co_p_solta
110509 aq co_p_soltaRudolf Husar
 
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_viewsRudolf Husar
 
110410 aq user_req_methodology_sydney_subm
110410 aq user_req_methodology_sydney_subm110410 aq user_req_methodology_sydney_subm
110410 aq user_req_methodology_sydney_submRudolf Husar
 
110408 aq co_p_uic_sydney_husar
110408 aq co_p_uic_sydney_husar110408 aq co_p_uic_sydney_husar
110408 aq co_p_uic_sydney_husarRudolf Husar
 
110105 htap pilot_aqco_p_esip_dc
110105 htap pilot_aqco_p_esip_dc110105 htap pilot_aqco_p_esip_dc
110105 htap pilot_aqco_p_esip_dcRudolf Husar
 
100615 htap network_brussels
100615 htap network_brussels100615 htap network_brussels
100615 htap network_brusselsRudolf Husar
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epaRudolf Husar
 
120910 nasa satellite_outline
120910 nasa satellite_outline120910 nasa satellite_outline
120910 nasa satellite_outlineRudolf Husar
 
120612 geia closure_ofeo_ms_soa_subm
120612 geia closure_ofeo_ms_soa_subm120612 geia closure_ofeo_ms_soa_subm
120612 geia closure_ofeo_ms_soa_submRudolf Husar
 
110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfate110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfateRudolf Husar
 
Aq Gci Infrastructure
Aq Gci InfrastructureAq Gci Infrastructure
Aq Gci InfrastructureRudolf Husar
 
AQ GCI Infrastructure
AQ GCI InfrastructureAQ GCI Infrastructure
AQ GCI InfrastructureRudolf Husar
 
2004-06-23 Retrieval of smoke aerosol loading from remote sensing data
2004-06-23 Retrieval of smoke aerosol loading from remote sensing data2004-06-23 Retrieval of smoke aerosol loading from remote sensing data
2004-06-23 Retrieval of smoke aerosol loading from remote sensing dataRudolf Husar
 
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...Rudolf Husar
 
2004-09-12 Data and Tools for Air Quality Management:
2004-09-12 Data and Tools for Air Quality Management:2004-09-12 Data and Tools for Air Quality Management:
2004-09-12 Data and Tools for Air Quality Management:Rudolf Husar
 
2004-09-12 Data and Tools for Web-Based Monitoring and Analysis
2004-09-12 Data and Tools for Web-Based Monitoring and Analysis2004-09-12 Data and Tools for Web-Based Monitoring and Analysis
2004-09-12 Data and Tools for Web-Based Monitoring and AnalysisRudolf Husar
 

More from Rudolf Husar (20)

111018 geo sif_aq_interop
111018 geo sif_aq_interop111018 geo sif_aq_interop
111018 geo sif_aq_interop
 
110823 solta11 intro
110823 solta11 intro110823 solta11 intro
110823 solta11 intro
 
110823 data fed_solta11
110823 data fed_solta11110823 data fed_solta11
110823 data fed_solta11
 
110510 aq co_p_network
110510 aq co_p_network110510 aq co_p_network
110510 aq co_p_network
 
110509 aq co_p_solta
110509 aq co_p_solta110509 aq co_p_solta
110509 aq co_p_solta
 
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
110421 exploration of_pm_networks_and_data_over_the_us-_aqs_and_views
 
110410 aq user_req_methodology_sydney_subm
110410 aq user_req_methodology_sydney_subm110410 aq user_req_methodology_sydney_subm
110410 aq user_req_methodology_sydney_subm
 
110408 aq co_p_uic_sydney_husar
110408 aq co_p_uic_sydney_husar110408 aq co_p_uic_sydney_husar
110408 aq co_p_uic_sydney_husar
 
110105 htap pilot_aqco_p_esip_dc
110105 htap pilot_aqco_p_esip_dc110105 htap pilot_aqco_p_esip_dc
110105 htap pilot_aqco_p_esip_dc
 
100615 htap network_brussels
100615 htap network_brussels100615 htap network_brussels
100615 htap network_brussels
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa
 
120910 nasa satellite_outline
120910 nasa satellite_outline120910 nasa satellite_outline
120910 nasa satellite_outline
 
120612 geia closure_ofeo_ms_soa_subm
120612 geia closure_ofeo_ms_soa_subm120612 geia closure_ofeo_ms_soa_subm
120612 geia closure_ofeo_ms_soa_subm
 
110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfate110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfate
 
Aq Gci Infrastructure
Aq Gci InfrastructureAq Gci Infrastructure
Aq Gci Infrastructure
 
AQ GCI Infrastructure
AQ GCI InfrastructureAQ GCI Infrastructure
AQ GCI Infrastructure
 
2004-06-23 Retrieval of smoke aerosol loading from remote sensing data
2004-06-23 Retrieval of smoke aerosol loading from remote sensing data2004-06-23 Retrieval of smoke aerosol loading from remote sensing data
2004-06-23 Retrieval of smoke aerosol loading from remote sensing data
 
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-06-24 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
 
2004-09-12 Data and Tools for Air Quality Management:
2004-09-12 Data and Tools for Air Quality Management:2004-09-12 Data and Tools for Air Quality Management:
2004-09-12 Data and Tools for Air Quality Management:
 
2004-09-12 Data and Tools for Web-Based Monitoring and Analysis
2004-09-12 Data and Tools for Web-Based Monitoring and Analysis2004-09-12 Data and Tools for Web-Based Monitoring and Analysis
2004-09-12 Data and Tools for Web-Based Monitoring and Analysis
 

Recently uploaded

call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Tenets of Physiocracy History of Economic
Tenets of Physiocracy History of EconomicTenets of Physiocracy History of Economic
Tenets of Physiocracy History of Economiccinemoviesu
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Sonam Pathan
 
Bladex Earnings Call Presentation 1Q2024
Bladex Earnings Call Presentation 1Q2024Bladex Earnings Call Presentation 1Q2024
Bladex Earnings Call Presentation 1Q2024Bladex
 
Financial Leverage Definition, Advantages, and Disadvantages
Financial Leverage Definition, Advantages, and DisadvantagesFinancial Leverage Definition, Advantages, and Disadvantages
Financial Leverage Definition, Advantages, and Disadvantagesjayjaymabutot13
 
House of Commons ; CDC schemes overview document
House of Commons ; CDC schemes overview documentHouse of Commons ; CDC schemes overview document
House of Commons ; CDC schemes overview documentHenry Tapper
 
Current Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxCurrent Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxuzma244191
 
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...yordanosyohannes2
 
212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technologyz xss
 
How Automation is Driving Efficiency Through the Last Mile of Reporting
How Automation is Driving Efficiency Through the Last Mile of ReportingHow Automation is Driving Efficiency Through the Last Mile of Reporting
How Automation is Driving Efficiency Through the Last Mile of ReportingAggregage
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfMichael Silva
 
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》rnrncn29
 
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...Henry Tapper
 
The Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarThe Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarHarsh Kumar
 
government_intervention_in_business_ownership[1].pdf
government_intervention_in_business_ownership[1].pdfgovernment_intervention_in_business_ownership[1].pdf
government_intervention_in_business_ownership[1].pdfshaunmashale756
 
Stock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfStock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfMichael Silva
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex
 
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证jdkhjh
 

Recently uploaded (20)

call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in  Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Nand Nagri (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
Tenets of Physiocracy History of Economic
Tenets of Physiocracy History of EconomicTenets of Physiocracy History of Economic
Tenets of Physiocracy History of Economic
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713
 
🔝+919953056974 🔝young Delhi Escort service Pusa Road
🔝+919953056974 🔝young Delhi Escort service Pusa Road🔝+919953056974 🔝young Delhi Escort service Pusa Road
🔝+919953056974 🔝young Delhi Escort service Pusa Road
 
Bladex Earnings Call Presentation 1Q2024
Bladex Earnings Call Presentation 1Q2024Bladex Earnings Call Presentation 1Q2024
Bladex Earnings Call Presentation 1Q2024
 
Financial Leverage Definition, Advantages, and Disadvantages
Financial Leverage Definition, Advantages, and DisadvantagesFinancial Leverage Definition, Advantages, and Disadvantages
Financial Leverage Definition, Advantages, and Disadvantages
 
House of Commons ; CDC schemes overview document
House of Commons ; CDC schemes overview documentHouse of Commons ; CDC schemes overview document
House of Commons ; CDC schemes overview document
 
Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024
 
Current Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptxCurrent Economic situation of Pakistan .pptx
Current Economic situation of Pakistan .pptx
 
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...
AfRESFullPaper22018EmpiricalPerformanceofRealEstateInvestmentTrustsandShareho...
 
212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology212MTAMount Durham University Bachelor's Diploma in Technology
212MTAMount Durham University Bachelor's Diploma in Technology
 
How Automation is Driving Efficiency Through the Last Mile of Reporting
How Automation is Driving Efficiency Through the Last Mile of ReportingHow Automation is Driving Efficiency Through the Last Mile of Reporting
How Automation is Driving Efficiency Through the Last Mile of Reporting
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdf
 
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》
《加拿大本地办假证-寻找办理Dalhousie毕业证和达尔豪斯大学毕业证书的中介代理》
 
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
 
The Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh KumarThe Triple Threat | Article on Global Resession | Harsh Kumar
The Triple Threat | Article on Global Resession | Harsh Kumar
 
government_intervention_in_business_ownership[1].pdf
government_intervention_in_business_ownership[1].pdfgovernment_intervention_in_business_ownership[1].pdf
government_intervention_in_business_ownership[1].pdf
 
Stock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdfStock Market Brief Deck for "this does not happen often".pdf
Stock Market Brief Deck for "this does not happen often".pdf
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results Presentation
 
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
 

Smoke Emission Draft

  • 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
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 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.
  • 14.
  • 15.
  • 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
  • 18.