Deployments of Microwave and Millimeter-wave Radiometers...
Transcript of Deployments of Microwave and Millimeter-wave Radiometers...
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Deployments of Microwave and Millimeter-wave
Radiometers in the Arctic
E. R. Westwater1, D. Cimini,1,2 , V. Mattioli3
A. J. Gasiewski1, M. Klein4, V. Leuski4 , D. Turner5
1 Center for Environmental Technology, Department of Electrical and Computer Engineering,
University of Colorado at Boulder, USA
2 CETEMPS, Physics Department, University of L'Aquila, Italy
3 Dipartimento di Ingegneria Elettronica e dell'Informazione, Università di Perugia, Italy
4 Center for Environmental Technology, Cooperative Institute for Research in Environmental
Sciences, University of Colorado at Boulder, USA
5 University of Wisconsin, Madison, Wisconson, USA
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Florence, ItalyMarch 11-14, 2008M icroRad’08
1) Arctic moisture and clouds play a key role in our climate, but are difficult to measure because of small concentrations. Development of RTE models requires accurate measurements of these variables.
2) Conventional instruments (MWR, GPS, radiosondes) show small sensitivity to low Precipitable Water Vapor (PWV) and Liquid Water Path (LWP).
3) Radiometers operating at mm- and submm-wavelengths offer greatly-enhanced sensitivity to PWV and LWP (Racette et al., 2005)
Motivation
4) Improved calibration methods of Radiometers and improved Radiosonde technology from 1999 and 2004 made another NSA/IOP desirable in 2007: Radiative Heating in UnderexploredCampaign (RHUBC)
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Atmospheric Opacity for Arctic Conditions
O2
O2
O2
WV
WV
WV
WV
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Florence, ItalyMarch 11-14, 2008M icroRad’08
PREVIOUS DEPLOYMENTS OF CSR AND GSR
1. CSR in NSA WVIOP 1999:NOAA/ETL: Circularly Scanning RadiometerNASA/GSFC: Millimeter-wave Imaging Radiometer
2. GSR in NSA WVIOP 2004:NOAA/PSD: Ground-based Scanning RadiometerARM: MWR and MWRP
3. GSR in RHUBC 2007:NOAA-CU CET: Ground-based Scanning RadiometerARM: MWR, MWRP, and GVR
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Florence, ItalyMarch 11-14, 2008M icroRad’08
MIR and CSR in NSA WVIOP 1999
First experimental confirmationof the greatly-enhanced sensitivity of mm wave radiometers relative to the MWR.CSR-MIR channel 183.31 ±7
Peak-to-peak Tb variationof 3 K
Peak-to-peak TbVariation of 70 K
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Florence, ItalyMarch 11-14, 2008M icroRad’08
CET PI: E.R. WestwaterCo-PIs: A.J. Gasiewski, M. Klein, V. Leuski
D. CiminiPeriods: March-April 2004 (WVIOP2004)
and February-March 2007 (RHUBC)Location: ARM NSA, Barrow, Alaska
The Arctic Winter Radiometric Experiments WVIOP2004 and RHUBC (2007)
Radiometers1) Dual channel Microwave Radiometer (MWR):
23.8; 31.4 GHz
3) 12-channel Microwave Radiometer Profiler (MWRP):22.235; 23.035; 23.835; 26.235; 30.0 GHz51.25; 52.28; 53.85; 54.94; 56.66; 57.29; 58.8 GHz
MWRMWRP
4) 27-channel Ground-based Scanning Radiometer (GSR)50.2; 50.3; 51.76; 52.625; 53.29; 53.845; 54.4; 54.95; 56.215;56.325 GHz89 V; 89 H GHz 183.31±0.55; ±1; ±3.05; ±4.7; ±7; ±12; ±16 GHz 340 V; 340 H GHz 380.197 ± 0.4, ± 1.5; ±4; ±9; ±17 GHz
GSR
2) 4-channel GVR 183.31 ±1; ±3; ±7; ±16 GHz
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Florence, ItalyMarch 11-14, 2008M icroRad’08
GSR in NSA WVIOP 2004 (Cimini et al., TGRS, 2007)
340 GHz
183±7 GHz
183±16 GHz
89 GHz22.2 GHz
31.4 GHz
Measured Tb response to PWV during clear-sky
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Florence, ItalyMarch 11-14, 2008M icroRad’08
GSR in NSA WVIOP 2004 (Cimini et al., TGRS, 2007)
Measured Tb response to LWP during cloudy-skyδ
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Florence, ItalyMarch 11-14, 2008M icroRad’08
PROBLEMS WITH RADIOSONDES(Mattioli et al., JAOT, 2007)
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Florence, ItalyMarch 11-14, 2008M icroRad’08
A B
GSR in NSA WVIOP 2004
GSR Weighting Functions showing response to Upper-Troposphere Lower Stratosphere Water Vapor
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Florence, ItalyMarch 11-14, 2008M icroRad’08
GSR in NSA WVIOP 2004 (Mattioli et al. poster)
Statistical comparisons of GSR vs. RS90 and VIZ Humidity calculations
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RADIATIVE HEATING IN UNDEREXPLORED BANDS CAMPAIGN
RHUBC’2007
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RADIATIVE HEATING IN UNDEREXPLORED BANDS CAMPAIGN
RHUBC’2007
• RHUBC focused on PWV < 2 mm (usually associated with TS < -30 C)
• Promising conditions for PWV/cirrus cloud provided by Penn State University forecast
• Decision to launch radiosondes used quasi real time GSR data.
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Florence, ItalyMarch 11-14, 2008M icroRad’08
MWR
GSR
RS92
PWV FROM GSR AND MWR-LOS
Julian day
PWV
(cm
)
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Florence, ItalyMarch 11-14, 2008M icroRad’08
PWV FROM GSR AND MWR-LOS
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Florence, ItalyMarch 11-14, 2008M icroRad’08
LWP FROM GSR, GVR, AND MWR-AERI
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RETRIEVALS OF LIQUID WATER PATH
GSR: OPTIMAL ESTIMATION USING WINDOW CHANNEL TB’S’
GVR: NEURAL NET ON 4 TB’S
MWR: (A) LOS- OPERATIONAL ARM RETRIEVAL(B) MWRRET – Turner et al., TGRS, 2007(C) MIXCRA – MWR + IR, Turner, JGR, 2007
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Florence, ItalyMarch 11-14, 2008M icroRad’08
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Florence, ItalyMarch 11-14, 2008M icroRad’08
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Florence, ItalyMarch 11-14, 2008M icroRad’08
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Florence, ItalyMarch 11-14, 2008M icroRad’08
SUMMARY AND CONCLUSIONS
• Achieved unprecedented accuracy in retrievals of PWV under Arctic conditions
• Above threshold of 10-15 g/m2 of LWP,GSR, GVR, and MIXCRA retrievals are promising
• Retrievals of LWP in the 10-15 g/m2 region require more research (340 GHz channels should help GSR)
• Temperature retrievals (next talk by Cimini)
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Florence, ItalyMarch 11-14, 2008M icroRad’08
THANK YOU FOR YOUR ATTENTION
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Florence, ItalyMarch 11-14, 2008M icroRad’08
D. Cimini, E. R. Westwater, A. J. Gasiewski, M. Klein, V. Leusky, and J. C. Liljegren, „The Ground-based Scanning Radiometer (GSR): a powerful tool for the study of the Arctic Atmosphere”, IEEE Transactions on Geosciences and Remote Sensing, Vol. 45, No. 9, September 2007, pp. 2759-2777..
D. Cimini, E. R. Westwater, A. J. Gasiewski, M. Klein, V. Leuski, J. C .Liljegren, Ground-based millimeter- and submillimiter-wave observations of low vapor and liquid water contents, IEEE Transactions on Geosciences and Remote Sensing, Vol. 45, No. 7, Part II. July 2007, pp.2169-2180.
V. Mattioli, E. R. Westwater, D. Cimini, J. C. Liljegren, B. M. Lesht, S. I. Gutman, and F. J. Schmidlin “Analysis of Radiosonde and ground-based remotely sensed PWV data from the 2004 North Slope of Alaska Arctic Winter Radiometric Experiment” Journal of Atmospheric and Oceanic Technology, Vol. 24, March 2007, 415-431
References
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Backup slides
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Some Details of Forward Model Comparisons
Radiometer CalibrationInternal Loads (10 ms)External Blackbody Targets (2 min) Tip Calibration (Window Channels)
Calculations from RadiosondesCompute band-averaged Tb
Relative to Monochromatic, band calculations provide corrections up to 2.5 K !
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Typical results of Forward Model AnalysisNear 183 .31 GHz for WVIOP2004
183.31 +/- 4.7 GHz 183.31 +/- 7 GHz
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Florence, ItalyMarch 11-14, 2008M icroRad’08
GSR in RHUBC OPERATIONS
• RHUBC focused on PWV < 2 mm (usually associated with TS < -30 C)
• Promising conditions for PWV/cirrus cloud provided by Penn State University forecast
• Decision to launch radiosondes used quasi real time GSR data.
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Florence, ItalyMarch 11-14, 2008M icroRad’08
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Florence, ItalyMarch 11-14, 2008M icroRad’08
GSR retrieval during a Low PWV Period
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Retrieval Method to derive PWV and LWP from Four Window and Seven 183.31 Channels of the GSR
• A Priori Linear Statistical Retrieval• Historical data set of Vaisala RS90/RS92 taken at NSA
(Substantial QC was necessary)• RTE model based on Liljegren et al. (2005)• Two sets of PWV retrievals: (A) Using original Tb
calibration; (B) using Tb’s adjusted to Liljegren et al. 2005 model based on WVIOP_2004
• Covariance matrix os experimental errors determined from WVIOP_2004 data
• Ground truth from Vaisala RS92 Radiosondes launched at the Great White
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Florence, ItalyMarch 11-14, 2008M icroRad’08
MWR
GSRRS92
Julian day
PWV
(cm
)
7-channel 183-GHz PWV retrievals for Julian Day 54, 2007
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Window channel PWV retrievals for Julian Day 54, 2007
PWV
(cm
)
Julian day
MWR
RS92 GSR-adj
GSR-orig
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Window channel LWP retrievals for Julian Day 54, 2007
LWP(
g/m
^2)
Julian day
MWR GSR-orig GSR-adj
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Florence, ItalyMarch 11-14, 2008M icroRad’08
MWR
GSR
RS92
PWV retrievals for Julian Day 65, 2007
Julian day
PWV
(cm
)
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Original and Adjusted GSR 89-183 window PWV retrievals
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Florence, ItalyMarch 11-14, 2008M icroRad’08
MWR and GSR 89-183 window PWV retrievals
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Conclusions and Further Work
• Quasi Real-time PWV retrievals (without tip cal) were used successfully for radiosonde launch decisions
• GSR linear 7-channel and 89- window PWV Retrievals compared well with Vaisala RS92/LIL05 calculations (0.1 mm rms: 6%)
• Profile Retrievals from GSR using Optimal Estimation
Thank you very much for your attention
• GSR linear 89- window LWP Retrievals are promising, but need independentverification
Work in Progress
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Florence, ItalyMarch 11-14, 2008M icroRad’08
D. Cimini, E. R. Westwater, A. J. Gasiewski, M. Klein, V. Leusky, and J. C. Liljegren, „The Ground-based Scanning Radiometer (GSR): a powerful tool for the study of the Arctic Atmosphere”, IEEE Transactions on Geosciences and Remote Sensing, Vol. 45, No. 9, September 2007, pp. 2759-2777..
D. Cimini, E. R. Westwater, A. J. Gasiewski, M. Klein, V. Leuski, J. C .Liljegren, Ground-based millimeter- and submillimiter-wave observations of low vapor and liquid water contents, IEEE Transactions on Geosciences and Remote Sensing, Vol. 45, No. 7, Part II. July 2007, pp.2169-2180.
V. Mattioli, E. R. Westwater, D. Cimini, J. C. Liljegren, B. M. Lesht, S. I. Gutman, and F. J. Schmidlin “Analysis of Radiosonde and ground-based remotely sensed PWV data from the 2004 North Slope of Alaska Arctic Winter Radiometric Experiment” Journal of Atmospheric and Oceanic Technology, Vol. 24, March 2007, 415-431
REFERENCES
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Florence, ItalyMarch 11-14, 2008M icroRad’08
Back up Slides
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RHUBC: GSR 183.31 +/- 7 GHzmeas. vs. LIL05 calc.
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Florence, ItalyMarch 11-14, 2008M icroRad’08
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RHUBC Objectives Pi’s: Dave Turner (UW) and Eli Mlawer
• Conduct a clear sky radiative closure exercise in the far-IR, to reduce uncertainties in water vapor continuum and absorption line parameters
• Investigate the radiative properties of cirrus in the far-IR
• Instrument cross-comparison and validation– Far-IR instruments (AERI-ER, FIRST, TAFTS)– 183 GHz microwave radiometers (GSR, GVR,
later MP-183)
Prepared by Dave Turner
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RHUBC: GSR 183.31 +/- 4.7 GHzmeas. vs. LIL05 calc.
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Florence, ItalyMarch 11-14, 2008M icroRad’08
RHUBC Approach
• Conduct experiment at NSA ACFR in Feb - Mar, when climatology favors clear skies and PWV is the low (~ 2 mm)
• Bring in TAFTS, FIRST, second AERI-ER• Bring in GSR• Have extra radiosondes available for
investigators to launch when conditions are ‘good’
• Daily planning meeting to discuss operations, as we were targeting clear + dry and cirrus + dry conditions
Prepared by Dave Turner