SlideShare a Scribd company logo
1 of 32
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
IMPROVE Northeast Sulfate Event July 17, 1999 NAAPS Forecast Sulfate Aerosol  July 17, 1999 (Data available from VIEWS about 1 Year after Event) Data Available from NRL about 5 Days Before Event)
NAAPS Modeled Bext & RH along JFK Jr. Flight Path, 7/16/99
NAAPS Model “Data” for Lye Brook IMPROVE site, July ’99 Sulfate Time Series and Vertical Profile, Remodeled with Emissions Reductions (“Greater Midwest” includes parts of Mane-VU, VISTAS, CENRAP & MRPO)
Under-estimates SO 4 Over-estimates SO 2 Sum is Just About Right NAAPS Model - “Our Current Work”:   1. Improve the dust source function  2. Verify the sulfate simulations  3. Identify/implement daily global smoke emissions  4. Improve the microphysics & chemistry.” NAAPS Model is a “Work in Progress”:  -  For 7/17/99, SO4 formation Underestimated,  -  Smoke & Dust Emissions Need Improvement,  -  “Ground Truth” Evaluation & Verification? Are There Areas of Common Interest between NRL & RPOs?
Assessing Air Quality Using USDA Shadow-band Radiometers James Slusser USDA UV-B Monitoring and Research Program Natural Resource Ecology Laboratory Colorado State University http:// uvb . nrel . colostate . edu /UVB/home_page.html
Purposes of USDA UVB Monitoring and Research Program ,[object Object],[object Object],[object Object],[object Object]
 
USDA INSTRUMENTATION
Direct ,  Indirect  (Scattered) , &  Total  Solar Radiation Available for 12 Wavelength Bands, 3-Minute Time Resolution For about 35 sites, Distributed throughout US & S. Canada Updated Near-Real Time, every 24 hours
 
Three measures of aerosol and smoke loading: Aerosol optical depth   (AOD) quantifies the attenuation of the direct Solar beam.  The AOD is proportional to total column loading of particles of the same size and related to visibility.  (Increases as Bext Increases [vertically]) Angstrom exponent  (alpha) gives the wavelength dependence of the AOD.  Large particles (such as cloud drops or ice crystals) are spectrally neutral (alpha close to 0).  The very smallest particles , molecules, have an inverse (wavelength) to the fourth dependence (alpha equal to 4).  Most aerosols have alpha between 1 and 3.  (Increases as Particle Size Decreases) Single scattering albedo  (SSA) is the ratio of scattering to scattering plus absorption.  For non absorbing (sulfate and water) particles SSA equals 1.0.  Aerosols with black carbon have SSA between 0.7 and 0.9.  (Decreases as Particle Absorption Increases)
Sulfate “ Clear” Smoke
Most Radiation Diffuse, but Small Reduction of Total High AOD = High  B ext  (vertically) Single Scat. Albedo = 1, indicates non-adsorbing (scattering-only) aerosol. Decreasing Angstrom exp.  = Increasing Particle Size
Most Radiation Diffuse, & Large Reduction of Total High AOD = High  B ext  (vertically) Angstrom exp. > 1 =  Small Particle Size. Single Scat. Albedo < 1, indicates adsorbing (and scattering) aerosol.
Logistics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Are There Areas of Common Interest between USDA-UVB & RPOs? ,[object Object],[object Object],[object Object],[object Object],[object Object]
The ASOS Visibility Sensor ,[object Object],[object Object],[object Object]
ASOS Stations from FAA, NWS and Archived at NCDC For this analysis (Husar, 2002) data for 220 stations were available from NCDC  These ASOS sites are mostly NWS sites, uniformly distributed over the country (Imagine if we could get the entire set, including the DOD sites, not listed).
Comparison of Sites with Duplicate ASOS Sensors ,[object Object],[object Object],[object Object]
Duplicate Sensors: Good Sites ,[object Object],[object Object],Dallas-FW, TX San Diego, CA Erie, PA Houston, TX
Duplicate Sensors: Poor Sites ,[object Object],[object Object],Albuquerque, NM Albuquerque, NM Duluth, MN
ASOS Bext Threshold: 0.05 km(-1) ,[object Object],[object Object],[object Object],[object Object]
Typical Diurnal Pattern of Bext, Temperature & Dewpoint ,[object Object],[object Object],[object Object],Macon, GA, Jul 24, 2000
Adopted RH Correction Curve   (To be validated for different locations/seasons)   ,[object Object],[object Object],[object Object],RH is calculated from  T –  Temperature, deg C and  D –  Dewpoint, deg C RH = 100*((112-(0.1*T)+D)/(112+(0.9*T))) 8
Seasonal Average Diurnal Bext Pattern ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Location of ASOS and Nearby Hourly PM2.5 Sites ,[object Object],[object Object],[object Object]
ASOS-Hourly PM2.5 Allentown, PA ,[object Object],[object Object]
Des Moines, IA Grand Rapids, MI
Islip, Long Island, NY San Diego, CA
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

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
 
0421026 Visib Satellite
0421026 Visib Satellite0421026 Visib Satellite
0421026 Visib SatelliteRudolf 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
 
NEON Airborne Operations
NEON Airborne OperationsNEON Airborne Operations
NEON Airborne Operationsjjparnell
 
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...TERN Australia
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husarRudolf Husar
 
Gurpreet Singh Poster for LURA 2016
Gurpreet Singh Poster for LURA 2016Gurpreet Singh Poster for LURA 2016
Gurpreet Singh Poster for LURA 2016Gurpreet Singh
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epaRudolf Husar
 
Exceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionExceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionRudolf Husar
 
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEM
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEMTU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEM
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEMgrssieee
 
07 big skyearth_dlr_7_april_2016
07 big skyearth_dlr_7_april_201607 big skyearth_dlr_7_april_2016
07 big skyearth_dlr_7_april_2016Marco Quartulli
 
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
 
2_3398_IGARS2011.pptx
2_3398_IGARS2011.pptx2_3398_IGARS2011.pptx
2_3398_IGARS2011.pptxgrssieee
 
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORSIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORgrssieee
 
Airborne Lidar Bathymetry
Airborne Lidar BathymetryAirborne Lidar Bathymetry
Airborne Lidar BathymetryAmar .
 
DRI Cloud Seeding Forum - Science and Program History
DRI Cloud Seeding Forum - Science and Program HistoryDRI Cloud Seeding Forum - Science and Program History
DRI Cloud Seeding Forum - Science and Program HistoryDRIscience
 
IGARSS_DesDyni_ALOS_dft2.pptx
IGARSS_DesDyni_ALOS_dft2.pptxIGARSS_DesDyni_ALOS_dft2.pptx
IGARSS_DesDyni_ALOS_dft2.pptxgrssieee
 
Hrbwa dmmgjm 22_oct2012
Hrbwa dmmgjm 22_oct2012Hrbwa dmmgjm 22_oct2012
Hrbwa dmmgjm 22_oct2012DRIscience
 

What's hot (18)

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...
 
0421026 Visib Satellite
0421026 Visib Satellite0421026 Visib Satellite
0421026 Visib Satellite
 
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...
 
NEON Airborne Operations
NEON Airborne OperationsNEON Airborne Operations
NEON Airborne Operations
 
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
Kasper Johansen_Field and airborne data collection by AusCover: a tropical ra...
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husar
 
Gurpreet Singh Poster for LURA 2016
Gurpreet Singh Poster for LURA 2016Gurpreet Singh Poster for LURA 2016
Gurpreet Singh Poster for LURA 2016
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa
 
Exceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionExceptional Event Decision Support System Description
Exceptional Event Decision Support System Description
 
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEM
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEMTU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEM
TU2.L09 - POTENTIALS OF A COMPACT POLARIMETRIC SAR SYSTEM
 
07 big skyearth_dlr_7_april_2016
07 big skyearth_dlr_7_april_201607 big skyearth_dlr_7_april_2016
07 big skyearth_dlr_7_april_2016
 
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...
 
2_3398_IGARS2011.pptx
2_3398_IGARS2011.pptx2_3398_IGARS2011.pptx
2_3398_IGARS2011.pptx
 
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATORSIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
SIXTEEN CHANNEL, NON-SCANNING AIRBORNE LIDAR SURFACE TOPOGRAPHY (LIST) SIMULATOR
 
Airborne Lidar Bathymetry
Airborne Lidar BathymetryAirborne Lidar Bathymetry
Airborne Lidar Bathymetry
 
DRI Cloud Seeding Forum - Science and Program History
DRI Cloud Seeding Forum - Science and Program HistoryDRI Cloud Seeding Forum - Science and Program History
DRI Cloud Seeding Forum - Science and Program History
 
IGARSS_DesDyni_ALOS_dft2.pptx
IGARSS_DesDyni_ALOS_dft2.pptxIGARSS_DesDyni_ALOS_dft2.pptx
IGARSS_DesDyni_ALOS_dft2.pptx
 
Hrbwa dmmgjm 22_oct2012
Hrbwa dmmgjm 22_oct2012Hrbwa dmmgjm 22_oct2012
Hrbwa dmmgjm 22_oct2012
 

Viewers also liked

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
 
2004-09-28 July 4, 2004 Aerosol Pulse
2004-09-28 July 4, 2004 Aerosol Pulse2004-09-28 July 4, 2004 Aerosol Pulse
2004-09-28 July 4, 2004 Aerosol PulseRudolf Husar
 
2005-03-29 Web Services: ES Rationale and Assertions
2005-03-29 Web Services: ES Rationale and Assertions2005-03-29 Web Services: ES Rationale and Assertions
2005-03-29 Web Services: ES Rationale and AssertionsRudolf Husar
 
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...Rudolf Husar
 
0411 Spec Nat Assess Tmp
0411 Spec Nat Assess Tmp0411 Spec Nat Assess Tmp
0411 Spec Nat Assess TmpRudolf Husar
 
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...Rudolf Husar
 
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...Rudolf Husar
 
2008-06-08 HTAP Aerosol Science Review
2008-06-08 HTAP Aerosol Science Review2008-06-08 HTAP Aerosol Science Review
2008-06-08 HTAP Aerosol Science ReviewRudolf Husar
 
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...Rudolf Husar
 
050405 Epa Satellite
050405 Epa Satellite050405 Epa Satellite
050405 Epa SatelliteRudolf Husar
 
1997-07-30 Use of Airmass History Models & Techniques for Source Attribution
1997-07-30 Use of Airmass History Models & Techniques for Source Attribution1997-07-30 Use of Airmass History Models & Techniques for Source Attribution
1997-07-30 Use of Airmass History Models & Techniques for Source AttributionRudolf Husar
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and TheoryRudolf Husar
 

Viewers also liked (13)

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...
 
2004-09-28 July 4, 2004 Aerosol Pulse
2004-09-28 July 4, 2004 Aerosol Pulse2004-09-28 July 4, 2004 Aerosol Pulse
2004-09-28 July 4, 2004 Aerosol Pulse
 
2005-03-29 Web Services: ES Rationale and Assertions
2005-03-29 Web Services: ES Rationale and Assertions2005-03-29 Web Services: ES Rationale and Assertions
2005-03-29 Web Services: ES Rationale and Assertions
 
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...
2008-04-24 Enhancing Research Projects with Environmental Informatics and Web...
 
0411 Spec Nat Assess Tmp
0411 Spec Nat Assess Tmp0411 Spec Nat Assess Tmp
0411 Spec Nat Assess Tmp
 
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...
2003-11-24 Anthropogenic Emission Trend Drivers, 1850-1990 Global Visibility ...
 
Seeds Poster
Seeds PosterSeeds Poster
Seeds Poster
 
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...
2004-12-19 Combined Aerosol Trajectory Tool, CATT:Status Report on Tools Deve...
 
2008-06-08 HTAP Aerosol Science Review
2008-06-08 HTAP Aerosol Science Review2008-06-08 HTAP Aerosol Science Review
2008-06-08 HTAP Aerosol Science Review
 
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
2006-03-14 WG on HTAP-Relevant IT Techniques, Tools and Philosophies: DataFed...
 
050405 Epa Satellite
050405 Epa Satellite050405 Epa Satellite
050405 Epa Satellite
 
1997-07-30 Use of Airmass History Models & Techniques for Source Attribution
1997-07-30 Use of Airmass History Models & Techniques for Source Attribution1997-07-30 Use of Airmass History Models & Techniques for Source Attribution
1997-07-30 Use of Airmass History Models & Techniques for Source Attribution
 
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory
2004-10-14 AIR-257: Satellite Detection of Aerosols Concepts and Theory
 

Similar to Regional Haze Data Sources and Applications

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
 
2003-12-02 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
 
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 ...GIS in the Rockies
 
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
 
Jackson072311.ppt
Jackson072311.pptJackson072311.ppt
Jackson072311.pptgrssieee
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_submRudolf Husar
 
130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminarRudolf Husar
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs WorkRudolf 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
 
0507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar20507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar2Rudolf Husar
 
2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol ClimatologyRudolf Husar
 
1 IGARSS 2011 JPSS Monday Goldberg.pptx
1 IGARSS 2011 JPSS Monday Goldberg.pptx1 IGARSS 2011 JPSS Monday Goldberg.pptx
1 IGARSS 2011 JPSS Monday Goldberg.pptxgrssieee
 
NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008pbissett
 
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSAR
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSARPOLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSAR
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSARgrssieee
 
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
 
Bourassa_Vorticity_IGARSS.ppt
Bourassa_Vorticity_IGARSS.pptBourassa_Vorticity_IGARSS.ppt
Bourassa_Vorticity_IGARSS.pptgrssieee
 
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)Rudolf 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
 
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATION
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATIONWE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATION
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATIONgrssieee
 

Similar to Regional Haze Data Sources and Applications (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...
 
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 ...
 
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 ...
 
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...
 
Jackson072311.ppt
Jackson072311.pptJackson072311.ppt
Jackson072311.ppt
 
130205 epa ee_presentation_subm
130205 epa ee_presentation_subm130205 epa ee_presentation_subm
130205 epa ee_presentation_subm
 
130205 epa exc_event_seminar
130205 epa exc_event_seminar130205 epa exc_event_seminar
130205 epa exc_event_seminar
 
061018 Sea Wi Fs Work
061018 Sea Wi Fs Work061018 Sea Wi Fs Work
061018 Sea Wi Fs Work
 
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...
 
0507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar20507 Event Analysis 051101 Event Seminar2
0507 Event Analysis 051101 Event Seminar2
 
2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology2005-10-31 Satellite Aerosol Climatology
2005-10-31 Satellite Aerosol Climatology
 
1 IGARSS 2011 JPSS Monday Goldberg.pptx
1 IGARSS 2011 JPSS Monday Goldberg.pptx1 IGARSS 2011 JPSS Monday Goldberg.pptx
1 IGARSS 2011 JPSS Monday Goldberg.pptx
 
NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008NASA HSI Workshop at UCSB 08/05/2008
NASA HSI Workshop at UCSB 08/05/2008
 
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSAR
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSARPOLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSAR
POLARIMETRIC IMPLICATIONS OF INCIDENCE ANGLE VARIABILITY FOR UAVSAR
 
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
 
Bourassa_Vorticity_IGARSS.ppt
Bourassa_Vorticity_IGARSS.pptBourassa_Vorticity_IGARSS.ppt
Bourassa_Vorticity_IGARSS.ppt
 
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)
2005-01-28 Assessment of the Speciated PM Network (Initial Draft, November 2004)
 
2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar2006-10-16 U Wisconsin Seminar
2006-10-16 U Wisconsin Seminar
 
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATION
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATIONWE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATION
WE1.L10 - USE OF NASA DATA IN THE JOINT CENTER FOR SATELLITE DATA ASSIMILATION
 
vermote.pptx
vermote.pptxvermote.pptx
vermote.pptx
 

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
 
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
 
2004-06-20 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
 
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 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
 
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
 
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
 

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
 
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
 
2004-06-20 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
 
2004-06-23 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 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
 
2004-07-28 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
 
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:
 

Recently uploaded

Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 

Regional Haze Data Sources and Applications

  • 1.
  • 2.
  • 3. IMPROVE Northeast Sulfate Event July 17, 1999 NAAPS Forecast Sulfate Aerosol July 17, 1999 (Data available from VIEWS about 1 Year after Event) Data Available from NRL about 5 Days Before Event)
  • 4. NAAPS Modeled Bext & RH along JFK Jr. Flight Path, 7/16/99
  • 5. NAAPS Model “Data” for Lye Brook IMPROVE site, July ’99 Sulfate Time Series and Vertical Profile, Remodeled with Emissions Reductions (“Greater Midwest” includes parts of Mane-VU, VISTAS, CENRAP & MRPO)
  • 6. Under-estimates SO 4 Over-estimates SO 2 Sum is Just About Right NAAPS Model - “Our Current Work”: 1. Improve the dust source function 2. Verify the sulfate simulations 3. Identify/implement daily global smoke emissions 4. Improve the microphysics & chemistry.” NAAPS Model is a “Work in Progress”: - For 7/17/99, SO4 formation Underestimated, - Smoke & Dust Emissions Need Improvement, - “Ground Truth” Evaluation & Verification? Are There Areas of Common Interest between NRL & RPOs?
  • 7. Assessing Air Quality Using USDA Shadow-band Radiometers James Slusser USDA UV-B Monitoring and Research Program Natural Resource Ecology Laboratory Colorado State University http:// uvb . nrel . colostate . edu /UVB/home_page.html
  • 8.
  • 9.  
  • 11. Direct , Indirect (Scattered) , & Total Solar Radiation Available for 12 Wavelength Bands, 3-Minute Time Resolution For about 35 sites, Distributed throughout US & S. Canada Updated Near-Real Time, every 24 hours
  • 12.  
  • 13. Three measures of aerosol and smoke loading: Aerosol optical depth (AOD) quantifies the attenuation of the direct Solar beam. The AOD is proportional to total column loading of particles of the same size and related to visibility. (Increases as Bext Increases [vertically]) Angstrom exponent (alpha) gives the wavelength dependence of the AOD. Large particles (such as cloud drops or ice crystals) are spectrally neutral (alpha close to 0). The very smallest particles , molecules, have an inverse (wavelength) to the fourth dependence (alpha equal to 4). Most aerosols have alpha between 1 and 3. (Increases as Particle Size Decreases) Single scattering albedo (SSA) is the ratio of scattering to scattering plus absorption. For non absorbing (sulfate and water) particles SSA equals 1.0. Aerosols with black carbon have SSA between 0.7 and 0.9. (Decreases as Particle Absorption Increases)
  • 15. Most Radiation Diffuse, but Small Reduction of Total High AOD = High B ext (vertically) Single Scat. Albedo = 1, indicates non-adsorbing (scattering-only) aerosol. Decreasing Angstrom exp. = Increasing Particle Size
  • 16. Most Radiation Diffuse, & Large Reduction of Total High AOD = High B ext (vertically) Angstrom exp. > 1 = Small Particle Size. Single Scat. Albedo < 1, indicates adsorbing (and scattering) aerosol.
  • 17.
  • 18.
  • 19.
  • 20. ASOS Stations from FAA, NWS and Archived at NCDC For this analysis (Husar, 2002) data for 220 stations were available from NCDC These ASOS sites are mostly NWS sites, uniformly distributed over the country (Imagine if we could get the entire set, including the DOD sites, not listed).
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30. Des Moines, IA Grand Rapids, MI
  • 31. Islip, Long Island, NY San Diego, CA
  • 32.