Eddy Hildebrand HRD Research Report 10 July 2009
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Transcript of Eddy Hildebrand HRD Research Report 10 July 2009
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Validation of Atmospheric Infrared Sounder (AIRS) Data Using GPS Dropsondes in Tropical
Cyclone Environments
Eddy HildebrandHRD Research Report
10 July 2009
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Atmospheric Infrared Sounder - AIRS• Aboard Aqua satellite launched in May 2002• 2378 spectral channels• Expected performance ability (Tobin et al. 2006):
– Temperature – 1K RMS differences in 1km layers– RH – 20% in 2km layers
• Vertical profiles ~50km horizontal resolution with 28 vertical levels (Wu et al. 2006)
• Compare this data with NOAA/HRD dropsonde data from each TC
Courtesy: www.nasa.gov
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Tracking the SAL
• IR and microwave satellites – e.g. GOES, Meteosat
• Twice-daily weather balloons – sparse coverage
• Aircraft measurements in and around TCs
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• All 3 storms (Irene, Debby, Helene) combined – 50 sondes, 123 AIRS profiles
• Greatest differences around 850 hPa – lots of variability in moisture here
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• All Non-SAL profiles – 5 sondes, 16 AIRS profiles (not a whole lot of non-SAL sondes to begin with, plus some did not have any AIRS matches)
• AIRS does OK (within 10-15% of sonde RH) except around 600mb.
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• All SAL sondes – 35 sondes, 84 AIRS profiles• AIRS shows a greater decrease in moisture with height near the SAL base• AIRS also carries dry mid-level air further down than what the sondes show• Slight AIRS moist bias in mid-levels
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Drop 2 from Helene 16 Sep 2006
•SAL base ~850-900 hPa
•Dry all the way to 200 hPa
Sonde vs. AIRS MR (Drop #2)SAL
200
300
400
500
600
700
800
900
1000
0 2 4 6 8 10 12 14 16 18
MR (g/kg)
Pre
ss
ure
(h
Pa
)
Sonde MR
AIRS MR #316
AIRS MR #317
AIRS MR #361
AIRS MR #362
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Sonde vs. AIRS V5 MR (Drop #20)SAL
200
300
400
500
600
700
800
900
1000
0 2 4 6 8 10 12 14 16 18 20 22
MR (g/kg)
Pre
ss
ure
(h
Pa
)
Sonde MR
AIRS MR #1227
AIRS MR #1228
Irene 7 Aug 2005 – Drop 20
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Future Work
• More accurate to compare one AIRS match or an average of AIRS matches to a given dropsonde?
• Does AIRS performance vary with different layers of the troposphere?• Calculate TPW for each AIRS granule
– Compare with TPW calculated from dropsonde profiles– Compare with other TPW measurements (AMSR-E)
• Expand to the entire N.H. tropical Atlantic– PDF of AIRS mixing ratio 2002-present– PDF of dropsonde mixing ratio 2002-present– Is AIRS better/worse in each quadrant of a TC?– Life cycle of TC?