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What can Dual-Polarization Doppler Radar Do for You? Neil Fox Department of Atmospheric Science University of Missouri - Columbia
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The NSSL Joint Polarization Experiment The Nexrad radar at Norman, OK has been retrofitted for dual-polarization capability The project will determine the benefits of a network wide upgrade This talk will present (some of) the expected benefits http://cimms.ou.edu/~schuur/jpole/
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Presentation Contents Principles of polarization diversity What can be measured Benefits of dual polarization –Precipitation estimation –Error reduction –Hydrometeor classification
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Polarized electric fields of radiation are scattered differently by oblate hydrometeors
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Z DR Differential reflectivity The ratio of returned power in the horizontal and vertical polarized channels Information on axial ratio of precipitation particles
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Axial ratio of airborne particles e.g. an elephant Axial ratio ~ 1 Z DR = 0
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Real rain: this will not fly
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Or Disney rain? Has even less chance of being in the air Z DR < 0 Tells us something is wrong!
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Something this shape may be found in the air Z DR > 0
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K DP Differential phase Measures the difference in phase of the horizontal and vertical polarized return signals Affected by particle axial ratio as it impacts on forward propagating signal phase
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Rain rate estimation Z-R relationships: very sensitive to drop size distribution Z DR -R relationships: inherent drop size information K DP -R relationships: Much less sensitive to drop size distribution K DP, Z DR, Z – R relationships: Use all the available information on DSD
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Sample relationships Z = 200R 1.6 or 300R 1.5 –Reflectivity related to D 6 R = 43 K DP 0.8 –Many relationships close to linearity R = 54 K DP 0.91 Z DR -0.42 –Combined relationship –Can have other combinations R(Z,Z DR,K DP ) From Schuur et al. (2001)
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Parameter sensitivity Independent of Calibration Immune to Propagation Effects Immune to Noise Bias Used for QuantitativeEstimation Independent of Concentration ZHZHZHZHNoNoNoYesNo Z DR YesNoNoYesYes K DP YesYesYesYesNo CorrelationYesYesNoNoYes DeltaYesNoYesNoYes LDRYesNoNoNoYes From Zrnic and Ryzhkov, 1999
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Error reduction (ρ HV ) Cross-correlation of horizontal and vertical polarized return signals For most precipitation ρ HV is close to 1 For melting snowflakes (e.g. in the bright band) it is lower For non-meteorological targets it is even lower
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Bright band detection Bright band is characterized by the presence of axially asymmetric melting snow particles These produce large values of Z DR not seen elsewhere in radar data This provides a means of detecting areas of overestimation of rainfall and correcting them Also provides a means of finding the 0 C isotherm
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Z DR Brightband detection
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Differentiating Brightband from embedded convection
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Hydrometeor Classification Species Z HH (dB) Z DR (dB) ρ HV K DP (deg km -1 ) L DR (dB) Temp (C ) Drizzle 10 to 25 -0.2 to 0.2 > 0.99 0 to 0.05 < -34 -15 to 40 Rain 25 to 60 0.5 to 4 > 0.97 0 to 20 -27 to 34 -15 to 40 Snow (Dry, low density) -10 to 35 0 to 0.5 > 0.99 0 to 1 < -34 -90 to 0 Snow (dry high density) -10 to 25 -0.5 to 1 > 0.95 0.1 to 2 -25 to -34 -90 to 0 Snow (wet melting) 20 to 45 -0.5 to 3 0.8 to 0.95 0.2 to 4 -13 -18 0 to 5 Graupel, dry 20 to 50 -0.5 to 1.0 > 0.99 -1 to 1 < -30 -90 to 0 Graupel, wet 40 to 55 -0.5 to 3 > 0.99 -1 to 4 -20 to -25 0 to 5 Hail, small wet < 2cm 50 to 60 -0.5 to 0.5 > 0.95 -1 to 1 < -20 -7 to 5 Hail, large wet> 2cm 55 to 70 -4 to –0.5 >0.96 -2 to 2 -10 to -15 -7 to 5 Rain& hail 55 to 70 -1 to 1 >0.99 0 to 20 -20 to -10 -7 to 5
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Graupel?
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Hail and hail size Combining Z and Z DR gives information on this Also knowledge of freezing layer height helps (see next talk!)
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Lightning detection / prediction K DP is negative: Vertically aligned ice crystals K DP is positive: Horizontally aligned ice crystals
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If it’s so great, why test it? Theory is great, but how does it work operationally? How does the processing work Where are the real benefits and how do these compare to costs? Testing different scan strategies Application in other areas
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WAFICUS 2: December 2003
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