SlideShare una empresa de Scribd logo
1 de 7
Multi-Sensory Detection of Agricultural Smoke  Erin Robinson Advisor, Rudolf Husar
Surface reflectance  as obtained from SeaWiFS satellite  ( http://daac.gsfc.nasa.gov/data/dataset/SEAWIFS/01_Data_Products/02_LAC/01_L1A_HRPT/index.html ) Rayleigh Corrected   Minimum surface reflection which contains no aerosol – a “true” surface reflection   AOT obtained through an algorithm which takes the difference between the original surface reflectance and the minimum surface reflection Algorithm for obtaining Aerosol Optical Thickness (AOT)
Case Study: Kansas Agricultural Smoke   Zoomed in portion of Kansas, red dots represent fire pixels and yellow arrows represent the wind vectors. Heaviest smoke is seen in the AOT image in blue  Rayleigh corrected SeaWiFS with fire pixels and wind vectors AOT with fire pixels and wind vectors
Case Study Kansas, April 10, 2003  Surface reflectance   Yellow dots represent surface PM2.5 measurements taken at 12:00pm, AIRNOW AOT and surface PM2.5 measurements superimposed AOT and wind vectors
Case Study Kansas, April 11, 2003  Case Study Kansas, April 12, 2003
Case Study Kansas, April 13, 2003
Using IDL ,[object Object],[object Object],[object Object],[object Object]

Más contenido relacionado

La actualidad más candente

SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
grssieee
 
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
Rudolf Husar
 
kellndorfer_WE3.T05.4.pptx
kellndorfer_WE3.T05.4.pptxkellndorfer_WE3.T05.4.pptx
kellndorfer_WE3.T05.4.pptx
grssieee
 
Evaluating aboveground terrestrial carbon flux as ecosystem planning
Evaluating aboveground terrestrial carbon flux as ecosystem planningEvaluating aboveground terrestrial carbon flux as ecosystem planning
Evaluating aboveground terrestrial carbon flux as ecosystem planning
World Agroforestry (ICRAF)
 
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
grssieee
 
Remote sensing of biophysical parameters: linking field, airborne and contine...
Remote sensing of biophysical parameters: linking field, airborne and contine...Remote sensing of biophysical parameters: linking field, airborne and contine...
Remote sensing of biophysical parameters: linking field, airborne and contine...
TERN Australia
 
2013-04-30 EE DSS Approach and Demo
2013-04-30 EE DSS Approach and Demo2013-04-30 EE DSS Approach and Demo
2013-04-30 EE DSS Approach and Demo
Rudolf Husar
 

La actualidad más candente (15)

Remote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat IslandsRemote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat Islands
 
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.pptSPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
SPACEBORNE_MICROWAVE_OBSERVATIONS_OF_RAIN 1972-1997.ppt
 
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
2005-12-05 Aerosol Characterization Using the SeaWiFS Sensor and Surface Data
 
kellndorfer_WE3.T05.4.pptx
kellndorfer_WE3.T05.4.pptxkellndorfer_WE3.T05.4.pptx
kellndorfer_WE3.T05.4.pptx
 
Measuring Solar Spectral Energy
Measuring Solar Spectral EnergyMeasuring Solar Spectral Energy
Measuring Solar Spectral Energy
 
Air pollution Assessment (GIS,RS Approach)
Air pollution Assessment (GIS,RS Approach)Air pollution Assessment (GIS,RS Approach)
Air pollution Assessment (GIS,RS Approach)
 
Evaluating aboveground terrestrial carbon flux as ecosystem planning
Evaluating aboveground terrestrial carbon flux as ecosystem planningEvaluating aboveground terrestrial carbon flux as ecosystem planning
Evaluating aboveground terrestrial carbon flux as ecosystem planning
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs Work
 
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
GENERATING FINE RESOLUTION LEAF AREA INDEX MAPS FOR BOREAL FORESTS OF FINLAND...
 
Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...
Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...
Leaf Area Index (LAI) in the quantification of vegetation disturbance in Iris...
 
Remote sensing of biophysical parameters: linking field, airborne and contine...
Remote sensing of biophysical parameters: linking field, airborne and contine...Remote sensing of biophysical parameters: linking field, airborne and contine...
Remote sensing of biophysical parameters: linking field, airborne and contine...
 
2013-04-30 EE DSS Approach and Demo
2013-04-30 EE DSS Approach and Demo2013-04-30 EE DSS Approach and Demo
2013-04-30 EE DSS Approach and Demo
 
Summary of DART Electromagnetic Methodology 100111
Summary of DART Electromagnetic Methodology 100111Summary of DART Electromagnetic Methodology 100111
Summary of DART Electromagnetic Methodology 100111
 
Ferguson glosolan spectrometry
Ferguson glosolan  spectrometryFerguson glosolan  spectrometry
Ferguson glosolan spectrometry
 
Methane Maps of DISH and Flower Mound (Texas) - Likely Indication of Benzene ...
Methane Maps of DISH and Flower Mound (Texas) - Likely Indication of Benzene ...Methane Maps of DISH and Flower Mound (Texas) - Likely Indication of Benzene ...
Methane Maps of DISH and Flower Mound (Texas) - Likely Indication of Benzene ...
 

Destacado

2003-10-10 The Dirt on Dust
2003-10-10 The Dirt on Dust2003-10-10 The Dirt on Dust
2003-10-10 The Dirt on Dust
Rudolf 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 Assessment
Rudolf Husar
 
Energy-Environment Analysis Framework 1
Energy-Environment Analysis Framework 1Energy-Environment Analysis Framework 1
Energy-Environment Analysis Framework 1
Rudolf Husar
 
2004-12-22 Transport of Different Species for Everglades, FL
2004-12-22 Transport of Different Species for Everglades, FL2004-12-22 Transport of Different Species for Everglades, FL
2004-12-22 Transport of Different Species for Everglades, FL
Rudolf Husar
 
Aq Gci Infrastructure
Aq Gci InfrastructureAq Gci Infrastructure
Aq Gci Infrastructure
Rudolf Husar
 
2005-03-31 The Great Midwestern PM2.5 Episode of February 2005
2005-03-31 The Great Midwestern PM2.5 Episode of February 20052005-03-31 The Great Midwestern PM2.5 Episode of February 2005
2005-03-31 The Great Midwestern PM2.5 Episode of February 2005
Rudolf Husar
 
2007-10-16 HTAP Juelich
2007-10-16 HTAP Juelich2007-10-16 HTAP Juelich
2007-10-16 HTAP Juelich
Rudolf Husar
 
sers, Applications and the Community of Practice for the Air Quality Scenario
sers, Applications and the Community of Practice for the Air Quality Scenariosers, Applications and the Community of Practice for the Air Quality Scenario
sers, Applications and the Community of Practice for the Air Quality Scenario
Rudolf Husar
 
2004-10-09 MANE-VU Status Report on CATT and FASTNET
2004-10-09 MANE-VU Status Report on CATT and FASTNET2004-10-09 MANE-VU Status Report on CATT and FASTNET
2004-10-09 MANE-VU Status Report on CATT and FASTNET
Rudolf Husar
 
2003-11-02 Combined Aerosol Trajectory Tool, CATT
2003-11-02 Combined Aerosol Trajectory Tool, CATT2003-11-02 Combined Aerosol Trajectory Tool, CATT
2003-11-02 Combined Aerosol Trajectory Tool, CATT
Rudolf Husar
 
2003-08-29 Brigantine Soil Dust
2003-08-29 Brigantine Soil Dust2003-08-29 Brigantine Soil Dust
2003-08-29 Brigantine Soil Dust
Rudolf Husar
 
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
Rudolf 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
 
2004-09-21 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
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 Opportunities
Rudolf Husar
 

Destacado (19)

2003-10-10 The Dirt on Dust
2003-10-10 The Dirt on Dust2003-10-10 The Dirt on Dust
2003-10-10 The Dirt on Dust
 
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
 
Energy-Environment Analysis Framework 1
Energy-Environment Analysis Framework 1Energy-Environment Analysis Framework 1
Energy-Environment Analysis Framework 1
 
2004-12-22 Transport of Different Species for Everglades, FL
2004-12-22 Transport of Different Species for Everglades, FL2004-12-22 Transport of Different Species for Everglades, FL
2004-12-22 Transport of Different Species for Everglades, FL
 
0421026 Visib Satellite
0421026 Visib Satellite0421026 Visib Satellite
0421026 Visib Satellite
 
Aq Gci Infrastructure
Aq Gci InfrastructureAq Gci Infrastructure
Aq Gci Infrastructure
 
2005-03-31 The Great Midwestern PM2.5 Episode of February 2005
2005-03-31 The Great Midwestern PM2.5 Episode of February 20052005-03-31 The Great Midwestern PM2.5 Episode of February 2005
2005-03-31 The Great Midwestern PM2.5 Episode of February 2005
 
Fast Cat M V[1]
Fast Cat M V[1]Fast Cat M V[1]
Fast Cat M V[1]
 
2007-10-16 HTAP Juelich
2007-10-16 HTAP Juelich2007-10-16 HTAP Juelich
2007-10-16 HTAP Juelich
 
sers, Applications and the Community of Practice for the Air Quality Scenario
sers, Applications and the Community of Practice for the Air Quality Scenariosers, Applications and the Community of Practice for the Air Quality Scenario
sers, Applications and the Community of Practice for the Air Quality Scenario
 
2004-10-09 MANE-VU Status Report on CATT and FASTNET
2004-10-09 MANE-VU Status Report on CATT and FASTNET2004-10-09 MANE-VU Status Report on CATT and FASTNET
2004-10-09 MANE-VU Status Report on CATT and FASTNET
 
2003-11-02 Combined Aerosol Trajectory Tool, CATT
2003-11-02 Combined Aerosol Trajectory Tool, CATT2003-11-02 Combined Aerosol Trajectory Tool, CATT
2003-11-02 Combined Aerosol Trajectory Tool, CATT
 
Sat Clim
Sat ClimSat Clim
Sat Clim
 
2003-08-29 Brigantine Soil Dust
2003-08-29 Brigantine Soil Dust2003-08-29 Brigantine Soil Dust
2003-08-29 Brigantine Soil Dust
 
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
20041015 Combined Aerosol Trajectory Tool, CATT Status Report on Tools Develo...
 
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 ...
 
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
 
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
 
Theophyllin in Asthma Patient
Theophyllin in Asthma PatientTheophyllin in Asthma Patient
Theophyllin in Asthma Patient
 

Similar a Poster Nov19 V1

2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
Rudolf Husar
 
2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar
Rudolf Husar
 
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
grssieee
 
2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology
Rudolf Husar
 
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
Rudolf Husar
 
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
Rudolf 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
 
2004-11-13 The relationship between surface data and satellite data
2004-11-13 The relationship between surface data and satellite data2004-11-13 The relationship between surface data and satellite data
2004-11-13 The relationship between surface data and satellite data
Rudolf Husar
 
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
debasishagri
 
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
 
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
 
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
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 Assessment
Rudolf 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 data
Rudolf Husar
 

Similar a Poster Nov19 V1 (20)

2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
2004-11-18 Agricultural Smoke Detection with Satellite and Surface Sensors
 
2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar
 
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
TU2.L10 - ACCURATE MONITORING OF TERRESTRIAL AEROSOLS AND TOTAL SOLAR IRRADIA...
 
2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology
 
DRI and UAS Applications Research
DRI and UAS Applications ResearchDRI and UAS Applications Research
DRI and UAS Applications Research
 
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
 
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
2004-10-03 Co-retrieval of Aerosol and Surface Reflectance: Analysis of Daily...
 
Direct_retrieval_of_isoprene_from_satellite-based_.pdf
Direct_retrieval_of_isoprene_from_satellite-based_.pdfDirect_retrieval_of_isoprene_from_satellite-based_.pdf
Direct_retrieval_of_isoprene_from_satellite-based_.pdf
 
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...
 
2004-11-13 The relationship between surface data and satellite data
2004-11-13 The relationship between surface data and satellite data2004-11-13 The relationship between surface data and satellite data
2004-11-13 The relationship between surface data and satellite data
 
Dubey_GoMACCS
Dubey_GoMACCSDubey_GoMACCS
Dubey_GoMACCS
 
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
Retrieval & monitoring of atmospheric green house gases (gh gs) through remot...
 
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...
 
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...
 
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
 
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
 
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
 
A Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand WordsA Picture Is Worth A Thousand Words
A Picture Is Worth A Thousand Words
 
2013 ASPRS Track, Ozone Modeling for the Contiguous United States by Michael ...
2013 ASPRS Track, Ozone Modeling for the Contiguous United States by Michael ...2013 ASPRS Track, Ozone Modeling for the Contiguous United States by Michael ...
2013 ASPRS Track, Ozone Modeling for the Contiguous United States by Michael ...
 
AGUposterV3.Final
AGUposterV3.FinalAGUposterV3.Final
AGUposterV3.Final
 

Más de Rudolf Husar

130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminar
Rudolf Husar
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_subm
Rudolf Husar
 
111018 geo sif_aq_interop
111018 geo sif_aq_interop111018 geo sif_aq_interop
111018 geo sif_aq_interop
Rudolf Husar
 
110823 solta11 intro
110823 solta11 intro110823 solta11 intro
110823 solta11 intro
Rudolf Husar
 
110823 data fed_solta11
110823 data fed_solta11110823 data fed_solta11
110823 data fed_solta11
Rudolf Husar
 
110510 aq co_p_network
110510 aq co_p_network110510 aq co_p_network
110510 aq co_p_network
Rudolf Husar
 
110509 aq co_p_solta
110509 aq co_p_solta110509 aq co_p_solta
110509 aq co_p_solta
Rudolf 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_views
Rudolf 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_subm
Rudolf 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_husar
Rudolf 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
Rudolf Husar
 
100615 htap network_brussels
100615 htap network_brussels100615 htap network_brussels
100615 htap network_brussels
Rudolf Husar
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa
Rudolf Husar
 
120910 nasa satellite_outline
120910 nasa satellite_outline120910 nasa satellite_outline
120910 nasa satellite_outline
Rudolf 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_subm
Rudolf Husar
 
110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfate110414 extreme dustsmokesulfate
110414 extreme dustsmokesulfate
Rudolf Husar
 
AQ GCI Infrastructure
AQ GCI InfrastructureAQ GCI Infrastructure
AQ GCI Infrastructure
Rudolf Husar
 
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
Rudolf Husar
 
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
Rudolf Husar
 

Más de Rudolf Husar (20)

Exceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionExceptional Event Decision Support System Description
Exceptional Event Decision Support System Description
 
130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminar
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_subm
 
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
 
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
 
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
2004-06-24 Fast Aerosol Sensing Tools for Natural Event Tracking FASTNET Proj...
 

Último

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 

Último (20)

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 

Poster Nov19 V1

  • 1. Multi-Sensory Detection of Agricultural Smoke Erin Robinson Advisor, Rudolf Husar
  • 2. Surface reflectance as obtained from SeaWiFS satellite ( http://daac.gsfc.nasa.gov/data/dataset/SEAWIFS/01_Data_Products/02_LAC/01_L1A_HRPT/index.html ) Rayleigh Corrected Minimum surface reflection which contains no aerosol – a “true” surface reflection AOT obtained through an algorithm which takes the difference between the original surface reflectance and the minimum surface reflection Algorithm for obtaining Aerosol Optical Thickness (AOT)
  • 3. Case Study: Kansas Agricultural Smoke Zoomed in portion of Kansas, red dots represent fire pixels and yellow arrows represent the wind vectors. Heaviest smoke is seen in the AOT image in blue Rayleigh corrected SeaWiFS with fire pixels and wind vectors AOT with fire pixels and wind vectors
  • 4. Case Study Kansas, April 10, 2003 Surface reflectance Yellow dots represent surface PM2.5 measurements taken at 12:00pm, AIRNOW AOT and surface PM2.5 measurements superimposed AOT and wind vectors
  • 5. Case Study Kansas, April 11, 2003 Case Study Kansas, April 12, 2003
  • 6. Case Study Kansas, April 13, 2003
  • 7.