intercomparisons of airs and nast retrievals with dropsondes during p- tost (pacific thorpex...
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Intercomparisons of AIRS and Intercomparisons of AIRS and NAST retrievals with Dropsondes NAST retrievals with Dropsondes
During P-TOSTDuring P-TOST(Pacific Thorpex Observational System Test) (Pacific Thorpex Observational System Test)
NASA ER-2
NOAA G-IVDropsonde
Empirical Orthogonal Function (EOF) Empirical Orthogonal Function (EOF) NAST-I/AIRS Regression RetrievalNAST-I/AIRS Regression Retrieval
nc
1jjiji ERC
PKCK1
1smni
n
imi
τ*Bτ)ε-(1τBτBεR0
,P
,,
,P
P
,,, ddcs
cscs
cs
ac
cscscs
R = radiance
s,c = surface or cloud emissivityBs,c = surface or cloud Planck radiance = transmittance between aircraft and …..atmospheric Pressure level (P)
S,c=atmospheric transmittance between ……aircraft and surface or cloud (PS,c)
* = atmospheric transmittance between ……surface or cloud P and aircraftPac = aircraft pressure, Ps = surface pressure = radiance E = radiance covariance EOFsC = radiance EOF amplitudesT = temperatureQ = H2O mixing ratioK = regression coefficients
• Physical Regression – EOFs and regression training based on calculated radiances
• Training includes cloud, sfc. emissivity, skin temp, and solar variability effects
• Null radiance errors assumed for PC specification and regression training
• EOF # selected by spatial radiance RMSD (observed minus retrieval) minimization
Ts,s() ,T(p),Q(p)
RetrievalSolution
Radiance EOFAmplitudes
For clear sky and opaque cloud:
NAST-I and AIRS Spectra and Retrieval ChannelsNAST-I and AIRS Spectra and Retrieval Channels
Aqua Overpass Flight (March 3, 2003)Aqua Overpass Flight (March 3, 2003)
AIRS NAST
AIRS and NAST Date Used for IntercomparisonAIRS and NAST Date Used for Intercomparison
Some Differences in fine scale structure but spatial average is in good agreement
Retrieval ComparisonsRetrieval Comparisons (Full Resolution AIRS vs NAST)(Full Resolution AIRS vs NAST)
NAST
Dropsonde
3 x 3 AIRS Average Vs NAST & Dropsonde Cross-sections3 x 3 AIRS Average Vs NAST & Dropsonde Cross-sections
@ AIRS resolution
Dropsonde
Dropsonde
Dropsonde
Above NOAA G-IV Altitude
150 km
3 x 3 Average
3 x 3 AIRS Average Vs NAST & Dropsonde Cross-sections3 x 3 AIRS Average Vs NAST & Dropsonde Cross-sections
@ AIRS resolution
Dropsonde
Dropsonde
Dropsonde
Above NOAA G-IV Altitude
150 km
3 x 3 Average
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Aqua Overpass Flight (March 11/12, 2003)Aqua Overpass Flight (March 11/12, 2003)
Surface/Cloud Temperature (March 11/12, 2003)Surface/Cloud Temperature (March 11/12, 2003)
AIRS NAST
Temperature (March 11/12, 2003)Temperature (March 11/12, 2003)
NAST
Dropsonde
Cloud top
Temperature Deviation (March 11/12, 2003)Temperature Deviation (March 11/12, 2003)
Temperature Deviation (March 11/12, 2003)Temperature Deviation (March 11/12, 2003)
Clouds
Clouds
Clouds
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Relative Humidity (March 11/12, 2003)Relative Humidity (March 11/12, 2003)
Above NOAA G-IV Altitude
Relative Humidity (March 11/12, 2003)Relative Humidity (March 11/12, 2003)
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Clouds
Clouds
Clouds
Temperature (March 11/12, 2003)Temperature (March 11/12, 2003)
Relative Humidity (March 11/12, 2003)Relative Humidity (March 11/12, 2003)
Aqua Overpass Flight (March 12/13, 2003)Aqua Overpass Flight (March 12/13, 2003)
AQUATrack
AIRS and Dropsonde Data Used for IntercomparisonAIRS and Dropsonde Data Used for Intercomparison
Su
rface/ Ef fect ive C
loud T
emp era tu
re (K)
AIRS Soundings Used for Cross-section
DropsondeLocations
Retrieval ComparisonsRetrieval Comparisons (Deviation from the Mean)(Deviation from the Mean)
1500 km
Dropsonde Mean
Retrieval ComparisonsRetrieval Comparisons (Deviation from the Mean)(Deviation from the Mean)
1500 km
Dropsonde Mean
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Above NOAA G-IV Altitude
Retrieval ComparisonsRetrieval Comparisons (Deviation from the Mean)(Deviation from the Mean)
G-4
G-4
1500 km
Summary and Future Validation OpportunitiesSummary and Future Validation Opportunities
•Aqua satellite AIRS and aircraft NAST-I Aqua satellite AIRS and aircraft NAST-I thermodynamic profiles agree well with each other thermodynamic profiles agree well with each other and with in-situ dropsonde measurements. The and with in-situ dropsonde measurements. The vertical resolution of AIRS appear to be as vertical resolution of AIRS appear to be as advertised advertised (i.e., 1-3 km, depending upon altitude).(i.e., 1-3 km, depending upon altitude).
• Next AIRS NAST/SHIS/MAS/CPL/Dropsonde Next AIRS NAST/SHIS/MAS/CPL/Dropsonde validation opportunity is Atlantic Thorpex validation opportunity is Atlantic Thorpex Observational Systems Test (ATOST)- Observational Systems Test (ATOST)- 15 15 Nov. – 15 Dec. 2002 (Bangor, MA)Nov. – 15 Dec. 2002 (Bangor, MA)
• July 2004 Opportunity: Multi-agency chemistry and July 2004 Opportunity: Multi-agency chemistry and
air quality measurement program (NE US)air quality measurement program (NE US)