prof. stanley morain earth data analysis center university of new … year 4 (apr... · 2008. 8....
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Respiratory Health Applications Using New Satellite Air Quality Sensors
Prof. Stanley MorainEarth Data Analysis Center
University of New Mexico, USA
Commission VIII-WG2
ISPRS Presentation at SCANEX, Annual Meeting, MoscowDec. 2007
Commission VIII-WG2Courtesy, EDAC
Global Aerosol Optical Depth-MODIS
Commission VIII-WG2Courtesy, NASA
Commission VIII-WG2
A
B C
Global TroposphericNO2 as viewed bySCIAMACHY (A&B),and as modeled byMozart (C)
Courtesy GEMS-GRG
CALIOP Vertical Profile
Commission VIII-WG2
532nm Total attenuated backscatter /km/sr
Courtesy, UMBC
Commission VIII-WG2
Monitoring African Dust Across the Atlantic
Courtesy, UMBC
MODIS Aerosol Optical Depth MODIS AOD fused with CALIOP
New Dimensions in Air Quality Monitoring
Commission VIII-WG2Courtesy, UMBC
Current capability Future capability
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∂∂
∂∂
−∇∇−∂∂
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−=∂∂Dust Regional Atmospheric Model (DREAM)
Commission VIII-WG2Courtesy, PHAiRS
PHAiRS DREAM Domain
• Domain center at (109°W, 35°N)
• Horizontal semi-staggered Arakawa E grid
• Horizontal grid spacing 1/3 degree
Commission VIII-WG2Courtesy, PHAiRS
PHAiRS Approach• Assimilate NASA Earth observations data into a regional
dust model (DREAM) nested in the NCEP/Eta weather forecasting model to– simulate dust entrainment and dispersion patterns– replace traditional model parameters with actual measurements – improve dust forecasts by combining atmospheric and land
surface measurements that influence health outcomes. • Use air quality data to
– verify & validate model outputs of dust episodes– transition modeled dust concentrations with air quality standards
• Develop integrated forecast products for users– model output 24-36 hour animated regional forecasts– provide fully interoperable SOAP and SOA interfaces and web-
based services for health care communities and authorities
Commission VIII-WG2Courtesy, PHAiRS
Geographic gridGeopotential height
Wind directionWind speed
24, 48, 72 Hour precipitation
Surface roughness length
Humidity
Soil texture
Soil moisture content
Digital elevationSlope
Aspect
Land coverLeaf area index
Air temperature at ground
FPAR
Soil temperatureSurface, Dustentrainment
Terrain
Atmospherics,Weather forecasts
Geospatial base
The Baker’s Rack
Aims are to: (1) replaceselected trays in therack with regularlyrefreshed EO digitaldata from the“terrain.” “surfaceconditions,” and“atmospheric”parameters thatdrive DREAM; (2)improve modeloutput withoutaltering the validityof the model’s originalfunction; and (3)convert the model to amore dynamic forecast.
Commission VIII-WG2Courtesy, PHAiRS
Courtesy, PHAiRS
Three Generations of DREAMModel Improvements
Commission VIII-WG2
2005 2006 2007
ISDS, Baltimore, 2006
PHAiRS Dust Animation72 Hr Dust Outlook for Lubbock, TX (PM-10)
Courtesy, PHAiRS
GEONETCast
Commission VIII-WG2Courtesy EUMETCast
Modeled SO2across Europe
Courtesy, GEOMON Commission VIII-WG2
User-readyAir-Quality and Smoke Hazards Products
Based on weather forecast models using geostationary satellitedata and ground station networks
Commission VIII-WG2Courtesy, NOAA
Experimental ProductCoast to Coast Ozone
Commission VIII-WG2Courtesy, NOAA