Characterization of Mediterranean hail-bearing storms using an operational polarimetric X-band radar

Abstract. This work documents the effective use of X-band radar observations for monitoring severe storms in an operational framework. Two severe hail-bearing Mediterranean storms that occurred in 2013 in southern Italy, flooding two important Sicilian cities, are described in terms of their polarimetric radar signatures and retrieved rainfall fields. The X-band dual-polarization radar operating inside the Catania airport (Sicily, Italy), managed by the Italian Department of Civil Protection, is considered here. A suitable processing is applied to X-band radar measurements. The crucial procedural step relies on the differential phase processing, being preparatory for attenuation correction and rainfall estimation. It is based on an iterative approach that uses a very short-length (1 km) moving window, allowing proper capture of the observed high radial gradients of the differential phase. The parameterization of the attenuation correction algorithm, which uses the reconstructed differential phase shift, is derived from electromagnetic simulations based on 3 years of drop size distribution (DSD) observations collected in Rome (Italy). A fuzzy logic hydrometeor classification algorithm was also adopted to support the analysis of the storm characteristics. The precipitation field amounts were reconstructed using a combined polarimetric rainfall algorithm based on reflectivity and specific differential phase. The first storm was observed on 21 February when a winter convective system that originated in the Tyrrhenian Sea, marginally hit the central-eastern coastline of Sicily, causing a flash flood in Catania. Due to an optimal location (the system is located a few kilometers from the city center), it was possible to retrieve the storm characteristics fairly well, including the amount of rainfall field at the ground. Extemporaneous signal extinction, caused by close-range hail core causing significant differential phase shift in a very short-range path, is documented. The second storm, on 21 August 2013, was a summer mesoscale convective system that originated from a Mediterranean low pressure system lasting a few hours that eventually flooded the city of Syracuse. The undergoing physical process, including the storm dynamics, is inferred by analyzing the vertical sections of the polarimetric radar measurements. The high registered amount of precipitation was fairly well reconstructed, although with a trend toward underestimation at increasing distances. Several episodes of signal extinction were clearly manifested during the mature stage of the observed supercells.

[1]  D. Yates,et al.  The Influence of Terrain on Rainfall Estimates from Radar Reflectivity and Specific Propagation Phase Observations , 1999 .

[2]  R. Bechini,et al.  Radome attenuation at X-band radar operations , 2010 .

[3]  Daniele Biron LAMPINET – Lightning Detection in Italy , 2009 .

[4]  Jacques Testud,et al.  The Rain Profiling Algorithm Applied to Polarimetric Weather Radar , 2000 .

[5]  A. R. Jameson The effect of temperature on attenuation-correction schemes in rain using polarization propagation differential phase shift , 1992 .

[6]  B. J. Cook HAIL DETERMINATION BY RADAR ANALYSIS1 , 1958 .

[7]  V. Chandrasekar,et al.  Classification of Hydrometeors Based on Polarimetric Radar Measurements: Development of Fuzzy Logic and Neuro-Fuzzy Systems, and In Situ Verification , 2000 .

[8]  B. J. Mason,et al.  The physics of clouds , 1971 .

[9]  Emmanouil N. Anagnostou,et al.  High-Resolution Rainfall Estimation from X-Band Polarimetric Radar Measurements , 2004 .

[10]  Alexander V. Ryzhkov,et al.  Validation of Polarimetric Hail Detection , 2006 .

[11]  C. Morales,et al.  Polarimetric X-band weather radar measurements in the tropics: radome and rain attenuation correction , 2012 .

[12]  Eugenio Gorgucci,et al.  The Influence of Antenna Radome on Weather Radar Calibration and Its Real-Time Assessment , 2013 .

[13]  A. Illingworth,et al.  Polarization radar studies of precipitation development in convective storms , 1987 .

[14]  Gianfranco Vulpiani,et al.  Unusually High Differential Attenuation at C Band: Results from a Two-Year Analysis of the French Trappes Polarimetric Radar Data , 2009 .

[15]  Alexander Khain,et al.  Polarimetric Radar Characteristics of Melting Hail. Part I: Theoretical Simulations Using Spectral Microphysical Modeling , 2013 .

[16]  L. Baldini Observations of a severe hail-bearing storm by an operational X-band polarimetric radar in the Mediterranean area , 2013 .

[17]  J. Marshall,et al.  THE DISTRIBUTION OF RAINDROPS WITH SIZE , 1948 .

[18]  Alexander Khain,et al.  The Anatomy and Physics of Z(DR) Columns: Investigating a Polarimetric Radar Signature with a Spectral Bin Microphysical Model , 2014 .

[19]  Jordi Figueras i Ventura,et al.  X-Band Polarimetric Weather Radar Observations of a Hailstorm , 2013 .

[20]  V. Chandrasekar,et al.  Quantitative Precipitation Estimation in the CASA X-band Dual-Polarization Radar Network , 2010 .

[21]  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..

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

[23]  Eugenio Gorgucci,et al.  A procedure to calibrate multiparameter weather radar using properties of the rain medium , 1999, IEEE Trans. Geosci. Remote. Sens..

[24]  V. Chandrasekar,et al.  Polarimetric Measurements in a Severe Hailstorm , 1993 .

[25]  Guifu Zhang,et al.  Attenuation Correction and Hydrometeor Classification of High-Resolution, X-band, Dual-Polarized Mobile Radar Measurements in Severe Convective Storms , 2009 .

[26]  Jerry M. Straka,et al.  Testing a Procedure for Automatic Classification of Hydrometeor Types , 2001 .

[27]  V. Chandrasekar,et al.  Observations of Copolar Correlation Coefficient through a Bright Band at Vertical Incidence , 1994 .

[28]  D. Atlas,et al.  A Dual-Wavelength Radar Hail Detector , 1973 .

[29]  Frank S. Marzano,et al.  Inside Volcanic Clouds: Remote Sensing of Ash Plumes Using Microwave Weather Radars , 2013 .

[30]  Gianfranco Vulpiani,et al.  Using disdrometer measured raindrop size distributions to establish weather radar algorithms , 2015 .

[31]  Sergey Y. Matrosov,et al.  Measurements of heavy convective rainfall in the presence of hail in flood-prone areas using an X-band polarimetric radar , 2013 .

[32]  F. Martin Ralph,et al.  The Utility of X-Band Polarimetric Radar for Quantitative Estimates of Rainfall Parameters , 2005 .

[33]  Franz Rubel,et al.  Observed and projected climate shifts 1901-2100 depicted by world maps of the Köppen-Geiger climate classification , 2010 .

[34]  Sergey Y. Matrosov,et al.  Experimentally Based Estimates of Relations between X-Band Radar Signal Attenuation Characteristics and Differential Phase in Rain , 2014 .

[35]  V. Bringi,et al.  Use of the Radar Differential Reflectivity Radar Technique for Observing Convective Systems , 1982 .

[36]  Eugenio Gorgucci,et al.  Identification of the Melting Layer through Dual-Polarization Radar Measurements at Vertical Incidence , 2006 .

[37]  Brenda Dolan,et al.  A Theory-Based Hydrometeor Identification Algorithm for X-Band Polarimetric Radars , 2009 .

[38]  John Hubbert,et al.  An Iterative Filtering Technique for the Analysis of Copolar Differential Phase and Dual-Frequency Radar Measurements , 1995 .

[39]  D. Atlas,et al.  MULTI-WAVELENGTH RADAR REFLECTIVITY OF HAILSTORMS , 1961 .

[40]  Frank S. Marzano,et al.  Comparison of Advanced Radar Polarimetric Techniques for Operational Attenuation Correction at C Band , 2008 .

[41]  Nancy C. Knight,et al.  The Falling Behavior of Hailstones , 1970 .

[42]  Frank S. Marzano,et al.  On the Use of Dual-Polarized C-Band Radar for Operational Rainfall Retrieval in Mountainous Areas , 2012 .

[43]  A. Waldvogel,et al.  Criteria for the Detection of Hail Cells , 1979 .

[44]  V. Chandrasekar,et al.  An Examination of Propagation Effects in Rainfall on Radar Measurements at Microwave Frequencies , 1990 .

[45]  Venkatramani Balaji,et al.  Remote Sensing of Hail with a Dual Linear Polarization Radar , 1986 .

[46]  Emmanouil N. Anagnostou,et al.  Performance evaluation of high-resolution rainfall estimation by X-band dual-polarization radar for flash flood applications in mountainous basins , 2010 .

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

[48]  A. Illingworth,et al.  Observations of oblate hail using dual polarization radar and implications for hail‐detection schemes , 1999 .

[49]  V. Bringi,et al.  Hail Detection with a Differential Reflectivity Radar , 1984, Science.

[50]  T. McMahon,et al.  Updated world map of the Köppen-Geiger climate classification , 2007 .

[51]  Roy Rasmussen,et al.  Melting and Shedding of Graupel and Hail. Part I: Model Physics , 1987 .

[52]  V. N. Bringi,et al.  Differential radar scattering properties of model hail and mixed-phase hydrometeors , 1984 .

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