Improving the rainfall rate estimation in the midstream of the Heihe River Basin using raindrop size distribution

During the intensive observation period of the Watershed Allied Telemetry Experimental Research (WA- TER), a total of 1074 raindrop size distribution were mea- sured by the Parsivel disdrometer, the latest state-of-the-art optical laser instrument. Because of the limited observation data in Qinghai-Tibet Plateau, the modelling behaviour was not well done. We used raindrop size distributions to improve the rain rate estimator of meteorological radar in order to ob- tain many accurate rain rate data in this area. We got the rela- tionship between the terminal velocity of the raindrop and the diameter (mm) of a raindrop: v(D) = 4.67D 0.53 . Then four types of estimators for X-band polarimetric radar are exam- ined. The simulation results show that the classical estimator R (ZH) is most sensitive to variations in DSD and the estima- tor R (KDP,ZH,ZDR) is the best estimator for estimating the rain rate. An X-band polarimetric radar (714XDP) is used for verifying these estimators. The lowest sensitivity of the rain rate estimator R (KDP, ZH, ZDR) to variations in DSD can be explained by the following facts. The difference in the forward-scattering amplitudes at horizontal and vertical po- larizations, which contributes KDP, is proportional to the 3rd power of the drop diameter. On the other hand, the exponent of the backscatter cross-section, which contributes to ZH, is proportional to the 6th power of the drop diameter. Because the rain rate R is proportional to the 3.57th power of the drop diameter, KDP is less sensitive to DSD variations than ZH.

[1]  G. Foote,et al.  Terminal Velocity of Raindrops Aloft , 1969 .

[2]  Louis J. Battan,et al.  Radar Observation of the Atmosphere , 1973 .

[3]  V. N. Bringi,et al.  Potential Use of Radar Differential Reflectivity Measurements at Orthogonal Polarizations for Measuring Precipitation , 1976 .

[4]  K. Beard Terminal Velocity and Shape of Cloud and Precipitation Drops Aloft , 1976 .

[5]  V. N. Bringi,et al.  Differential reflectivity and differential phase shift: Applications in radar meteorology , 1978 .

[6]  C. Ulbrich Natural Variations in the Analytical Form of the Raindrop Size Distribution , 1983 .

[7]  Robert Meneghini,et al.  The multiparameter remote measurement of rainfall , 1984 .

[8]  D. S. Zrnic,et al.  Differential propagation phase shift and rainfall rate estimation , 1986 .

[9]  K. Beard,et al.  A New Model for the Equilibrium Shape of Raindrops , 1987 .

[10]  Chris G. Collier,et al.  Applications of weather radar systems: A guide to uses of radar data in meteorology and hydrology , 1989 .

[11]  Chris G. Collier,et al.  Precipitation Measurement and Hydrology , 1990 .

[12]  V. Chandrasekar,et al.  Error Structure of Multiparameter Radar and Surface Measurements of Rainfall. Part III : Specific Differential Phase , 1990 .

[13]  Alexander V. Ryzhkov,et al.  Comparison of Dual-Polarization Radar Estimators of Rain , 1995 .

[14]  Alexander V. Ryzhkov,et al.  Assessment of Rainfall Measurement That Uses Specific Differential Phase , 1996 .

[15]  A. V. Ryzhkov,et al.  Areal rainfall estimates using differential phase , 1998 .

[16]  Sergey Y. Matrosov,et al.  Prospects for Measuring Rainfall Using Propagation Differential Phase in X- and Ka-Radar Bands , 1999 .

[17]  Karen Andsager,et al.  Laboratory Measurements of Axis Ratios for Large Raindrops , 1999 .

[18]  S. Rutledge,et al.  Polarimetric Radar Measurements of Tropical Rain at a 5-cm Wavelength , 1999 .

[19]  Lawrence D. Carey,et al.  Correcting Propagation Effects in C-Band Polarimetric Radar Observations of Tropical Convection Using Differential Propagation Phase , 2000 .

[20]  V. Chandrasekar,et al.  Correcting C-band radar reflectivity and differential reflectivity data for rain attenuation: a self-consistent method with constraints , 2001, IEEE Trans. Geosci. Remote. Sens..

[21]  Peter T. May,et al.  Sensitivity of 5-cm Wavelength Polarimetric Radar Variables to Raindrop Axial Ratio and Drop Size Distribution , 2001 .

[22]  V. Chandrasekar,et al.  Polarimetric Doppler Weather Radar , 2001 .

[23]  Testing a Polarimetric Rainfall Algorithm and Comparison with a Dense Network of Rain Gauges , 2001 .

[24]  Guifu Zhang,et al.  Experiments in Rainfall Estimation with a Polarimetric Radar in a Subtropical Environment , 2002 .

[25]  Eugenio Gorgucci,et al.  Evaluation of polarimetric radar rainfall algorithms at X-band , 2002 .

[26]  Guifu Zhang,et al.  An Evaluation of a Drop Distribution-Based Polarimetric Radar Rainfall Estimator , 2003 .

[27]  Guifu Zhang,et al.  Drop Size Distribution Retrieval with Polarimetric Radar: Model and Application , 2004 .

[28]  V. Chandrasekar,et al.  Correction of Radar Reflectivity and Differential Reflectivity for Rain Attenuation at X Band. Part II: Evaluation and Application , 2005 .

[29]  V. Chandrasekar,et al.  Correction of Radar Reflectivity and Differential Reflectivity for Rain Attenuation at X Band. Part I: Theoretical and Empirical Basis , 2005 .

[30]  Louisa Nance,et al.  Observations of Precipitation Size and Fall Speed Characteristics within Coexisting Rain and Wet Snow , 2006 .

[31]  Z. Niu,et al.  Watershed Allied Telemetry Experimental Research , 2009 .