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 Morain Earth Data Analysis Center University of New Mexico, USA Commission VIII-WG2 ISPRS Presentation at SCANEX, Annual Meeting, Moscow Dec. 2007

Transcript of Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8....

Page 1: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

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

Page 2: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Commission VIII-WG2Courtesy, EDAC

Page 3: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Global Aerosol Optical Depth-MODIS

Commission VIII-WG2Courtesy, NASA

Page 4: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Commission VIII-WG2

A

B C

Global TroposphericNO2 as viewed bySCIAMACHY (A&B),and as modeled byMozart (C)

Courtesy GEMS-GRG

Page 5: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

CALIOP Vertical Profile

Commission VIII-WG2

532nm Total attenuated backscatter /km/sr

Courtesy, UMBC

Page 6: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Commission VIII-WG2

Monitoring African Dust Across the Atlantic

Courtesy, UMBC

Page 7: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

MODIS Aerosol Optical Depth MODIS AOD fused with CALIOP

New Dimensions in Air Quality Monitoring

Commission VIII-WG2Courtesy, UMBC

Current capability Future capability

Page 8: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

( ) ( )SINK

k

SOURCE

kkZkH

kgk

kkk

tC

tC

zCK

zCK

zCvw

yCv

xCu

tC

⎟⎠⎞

⎜⎝⎛∂∂

−⎟⎠⎞

⎜⎝⎛∂∂

+⎟⎠⎞

⎜⎝⎛

∂∂

∂∂

−∇∇−∂∂

−−∂∂

−∂∂

−=∂∂Dust Regional Atmospheric Model (DREAM)

Commission VIII-WG2Courtesy, PHAiRS

Page 9: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

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

Page 10: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

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

Page 11: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

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

Page 12: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Courtesy, PHAiRS

Three Generations of DREAMModel Improvements

Commission VIII-WG2

2005 2006 2007

Page 13: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

ISDS, Baltimore, 2006

PHAiRS Dust Animation72 Hr Dust Outlook for Lubbock, TX (PM-10)

Courtesy, PHAiRS

Page 14: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

GEONETCast

Commission VIII-WG2Courtesy EUMETCast

Page 15: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Modeled SO2across Europe

Courtesy, GEOMON Commission VIII-WG2

Page 16: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

User-readyAir-Quality and Smoke Hazards Products

Based on weather forecast models using geostationary satellitedata and ground station networks

Commission VIII-WG2Courtesy, NOAA

Page 17: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Experimental ProductCoast to Coast Ozone

Commission VIII-WG2Courtesy, NOAA

Page 18: Prof. Stanley Morain Earth Data Analysis Center University of New … Year 4 (Apr... · 2008. 8. 26. · Respiratory Health Applications Using New Satellite Air Quality Sensors Prof.

Thank You

Contact [email protected]

Commission VIII-WG2