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GPS-Based Tropical Storm Sensing. Results from 2003-2007 Storm Seasons. Stephen J. Katzberg (Distinguished Research Associate) And Bing Lin NASA-Langley Research Center.
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GPS-Based Tropical Storm Sensing Results from 2003-2007 Storm Seasons Stephen J. Katzberg (Distinguished Research Associate) And Bing Lin NASA-Langley Research Center
Background on the GPS techniqueThe GPS technique is a bi-static, quasi specular configuration that operates on a principle different from microwave radiometers and scatterometers • GPS is L-Band 1.575 GHz and water reflectivity is 63% • Under calm conditions signal appear to arise from couple Fresnel zones near the “specular” point • Outside the specular point ellipses of constant delay form annuli, or range bins. • As the surface becomes rougher, surface slopes begin to “fill” the range bins.
Increasing roughness Effect of increasing surface roughness on GPS receiver correlation function Background • Wind speed retrieval is based upon knowledge of the surface slope probability density and its convolution with the internal receiver correlation function. • Using model waveforms, a matched filter is implemented to determine the correct wind speed.
Calibration in High Wind Regimes • Early results from wind • Speed retrievals indicated that the mss dependence with wind speed might saturate or show nonlinearities. • A study was done to compare retrieved wind speeds with COAMPS model results. • The results were reported in GRL September 2006 This is the only calibration required to use the GPS hardware
Hurricane Dennis with DropsondesFirst Use of COAMPS Calibration Wind speed > 57 m/s
Hurricane Felix September 2, 2007Abnormally Low signal to noise
Wind Direction • There is an upwind-downwind vs. crosswind anisotropy in the slope probability density. • One manifestation is an apparent change in retrieved wind speed with satellite to wind direction angle, although the change is not large (~10 percent.) • Current SNR for receiver is marginal. • Demonstrating wind direction will yield the ocean surfacewind field
September 13, 2005 September 16, 2005 Current Research: Wind Direction Hurricane Ophelia September 2005
Conclusions • The GPS technique has been shown to provide an alternate method to infer high wind speeds. • The GPS technique shows promise to provide wind direction for wind fields. • The GPS technique is low-impact, UAV compatible, and cheap.