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High Quality Wind Retrievals for Hurricanes Using the SeaWinds Scatterometer W. Linwood Jones and Ian Adams Central Florida Remote Sensing Lab Univ. of.

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Presentation on theme: "High Quality Wind Retrievals for Hurricanes Using the SeaWinds Scatterometer W. Linwood Jones and Ian Adams Central Florida Remote Sensing Lab Univ. of."— Presentation transcript:

1 High Quality Wind Retrievals for Hurricanes Using the SeaWinds Scatterometer W. Linwood Jones and Ian Adams Central Florida Remote Sensing Lab Univ. of Central FL

2 Presentation Outline Hurricane Wind Vector Retrieval Issues CFRSL Hurricane Retrieval Algorithm QRad Rain Rate Algorithm Isabel and Fabian Results Conclusion

3 Issues with L2B Wind Vector Retrieval for Extreme Wind Events Wind retrievals not tuned for high wind speeds  Geophysical Model Function developed for wind speeds < 20 m/s CFRSL Approach  Tropical Cyclone GMF tuned for retrieving high wind speeds  Blended UMASS aircraft scat measurements and NSCAT GMF

4 Issues with L2B Wind Vector Retrieval for Extreme Wind Events Egg spatial resolution @ 25 km sampling is too coarse CFRSL Approach  Uses gridded “slice sigma-o” @ 12.5 Km sampling

5 25 km resolution using “eggs” 50 km 25 km Longitude Latitude

6 Range gated “slices” from “egg” 6 km 30 km 12.5 km 25 km

7 Issues with L2B Wind Vector Retrieval for Extreme Wind Events Rain has negative effects on wind measurements  Rain attenuation lowers retrieved wind speeds  Volume scattering increases retrieved wind speeds and alters directional signatures  Rain “splash” increases retrieved wind speeds and changes anisotropic ocean surface features  MUDDH performance in hurricanes is poor

8 Issues with L2B Wind Vector Retrieval for Extreme Wind Events Rain has negative effects on wind measurements CFRSL Approach  Simultaneous rain measurement using QRad  Rain attenuation and volume backscatter correction provided  Rain splash effect included in GMF  Rain Quality Flags Provided

9 CFRSL Hurricane Retrieval Algorithm “Slice” sigma-0’s for improved spatial resolution - 12.5 km Sigma-0 minimum eye location Wind speed retrieved from individual sigma-0 (assumed spiral wind directions) Rain inferred using QRad rain rate algorithm Sigma-0 corrections from atmospheric transmissivity and rain volume backscatter Flag pixels that correspond to high rain attenuation

10 QRad Algorithm Block Diagram Bin Slice Sig-0 Spiral Wind Direction Atmos. Atten and Backscatter Correction L2A Tb’s Hurricane Wind Speed QScat L1B sig-0 Locate Center QRad Rain Rate Retrieve Wind Speed Hurricane Wind Retrieval

11 Hurricane Eye Location Based upon Average of “4-flavor” Sigma-0’s 12.5 km sampling Longitude Latitude

12 QRad/SRad Rain Algorithm Look at noise channel of scatterometer  Subtract echo channel  Calibrate radiometric temperature vs. TMI Train brightness temperature/rain rate relationship via TMI Coincident with scatterometer measurement

13 QRad Integ. Rain Rate Product Improved CFRSL rain retrieval algorithm provides earth-gridded 50 km data product Instantaneous integrated rain rates > 2.4 km*mm/hr Resampled to 12.5 km wind vector grid

14 QRad – TRMM 2A12 Instantaneous Rain Rate QRad TMI Longitude Latitude Land

15 QRad – TRMM 3B42RT HQ Instantaneous Collocated Low Rain event QRad TMI

16 QRad – TRMM 3B42RT HQ Instantaneous Collocated Moderate Rain event QRadTMI

17 QRad – TRMM 3B42RT HQ Instantaneous Collocated High Rain Event QRadTMI

18 QRad (CFRSL) & TMI Integrated Rain Rates for Simultaneous Events TMI Integ. Rain Rate, km*mm/hr CFRSL Integ. Rain Rate, km*mm/hr

19 AMSR vs. SRad Path Attenuation, Horizontal Polarization 10 2 AMSR Attenuation SRad Attenuation

20 2003 Hurricane Results

21 HRD Wind Field, Time Interpolated CFRSL Wind Retrieval QRad Rain Rate (mm/hr) QuikSCAT Rev. 22055, Sept 13, 2003 22:04 Z (m/sec) SSMI Rain Rate

22 HRD Wind Field, Time Interpolated (m/sec) SeaWinds Rev. 03927, Sept 15, 2003 15:40 Z SRad Rain Rate (mm/hr) CFRSL Wind Retrieval SSMI Rain Rate

23 CFRSL Wind Retrieval SRad Rain Rate (mm/hr) HRD Wind Field, Time Interpolated (m/sec) QuikSCAT Rev. 22084, Sept 15, 2003 22:52 Z SSMI Rain Rate

24 HRD Wind Field 01:30 Z SeaWinds Rev. 03934, Sept 16, 2003 02:52 Z CFRSL Wind Retrieval SRad Rain Rate (mm/hr) (m/sec) SSMI Rain Rate

25 HRD Modeled Wind Speed (m/s) CFRSL Wind Speed (m/s) HRD Modeled Wind Speed (m/s) JPL Wind Speed (m/s) SeaWinds Rev. 03934, Sept 16, 2003 02:52 Z JPL Wind FieldCFRSL Wind Retrieval

26 QuikSCAT vs. H* Wind Analysis

27 SeaWinds vs. HRD Model

28 CFRSL Algorithm Composite Wind Speeds

29 Conclusion Ready to test current algorithm in operational environment  Acceptable estimates of high rain rates inside storm conditions  Reasonable wind speed retrievals up to 40 - 45 m/s Work must be done to improve model function and rain backscatter and attenuation estimates  Will utilize UMass IWRAP and SFMR data set  Have simultaneous AMSR and SRad for the 2003 hurricane season

30 Backup Slides

31 Error contribution of spiral direction


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