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Original Articles

Bayesian statistical analysis of ground-clutter for the relative calibration of dual polarization weather radars

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Pages 933-953 | Received 14 Mar 2016, Accepted 10 Oct 2016, Published online: 17 Feb 2017

References

  • Alberoni P.P., Ferraris L., Marzano F. S., Nanni S., Pelosini R., Siccardi F. (2002)—The Italian radar network: current status and future developments. Proceedings of ERAD02, pp. 339–344.
  • Alku L., Moisseev D., Aittomaki T., Chandrasekar V. (2015)—Identification and Suppression of Nonmeteorological Echoes Using Spectral Polarimetric Processing. IEEE Transaction on Geoscience and Remote Sensing, 53 (7): 3628–3638. doi: http://dx.doi.org/10.1109/TGRS.2014.2380476.
  • Bringi V.N., Chandrasekar V. (2001)—Polarimetric Doppler Weather Radar: Principles and Applications. Cambridge University Press. doi: http://dx.doi.org/10.1017/CBO9780511541094.
  • Browning K.A. (1978)—Meteorological applications of radar. Reports on progress in physics, 41 (5): 761–806.
  • Falconi M.T., Vulpiani G., Montopoli M., Marzano F.S. (2015)—C-Band Polarimetric Weather Radar Calibration using a fuzzy logic fusion of three techniques. Proceedings of IGARSS 2015, pp. 5363–5366. doi: http://dx.doi.org/10.1109/IGARSS.2015.7327047.
  • Golbon-Haghighi M.-H., Zhang G. Li Y., Doviak R.J. (2016)—Detection of Ground Clutter from Weather Radar Using a Dual-Polarization and Dual-Scan Method. Atmosphere, 7 (6): 83. doi: http://dx.doi.org/10.3390/atmos7060083.
  • Gorgucci E., Scarchilli G., Chandrasekar V. (1999)—A procedure to calibrate multiparameter weather radar using properties of the rain medium. IEEE Transaction on Geoscience and Remote Sensing, 37 (1): 269–276. doi: http://dx.doi.org/10.1109/36.739161.
  • Haykin S., Deng C. (1991)—Classification of radar clutter using neural networks. IEEE Transactions on Neural Networks, 2 (6): 589–600. doi: http://dx.doi.org/10.1109/72.97936.
  • Haykin S., Stehwien W., Deng C., Weber P., Mann R. (1991)—Classification of radar clutter in an air traffic control environment. Proceedings of IEEE, 79 (6): 742–772. doi: http://dx.doi.org/10.1109/72.97936.
  • Holleman I., Huuskonen A., Kurri M., Beekhuis H. (2010)—Operational monitoring of weather radar receiving chain using the Sun. Journal of Atmospheric and Oceanic Technology, 27 (1): 159–166. doi: 10.1175/2009JTECHA1213.1.
  • Hubbert J.C., Dixon M., Ellis S.M., Meymaris G. (2009a)—Weather Radar Ground-clutter. Part I: Identification, Modeling, and Simulation. Journal of Atmospheric and Oceanic Technology, 26 (7): 1165–1185. doi: http://dx.doi.org/10.1175/2009JTECHA1159.1.
  • Hubbert J.C., Dixon M., Ellis S.M., Meymaris G. (2009b)—Weather radar ground-clutter. Part II: Real-time identification and filtering. ournal of Atmospheric and Oceanic Technology, 26 (7): 1181–1197. doi: http://dx.doi.org/10.1175/2009JTECHA1160.1.
  • Ice R.L., Heck J.G., Cunningham J.G., Zittel W.D. (2014)—Challenges of polarimetric weather radar. Proceedinds of ERAD 2014, vol. ID-117.
  • Jakubiak A., Arabas J., Grabczak K., Radomski D., Swiderski J.F. (1997)—Radar clutter classification using Kohonen neural network. IEEE conference publication, pp. 185–188. doi: http://dx.doi.org/10.1049/cp:19971658.
  • Kotz S., Nadarajah S. (2000)—Extreme value distributions: theory and applications. World Scientific.
  • Lee H., Kim E.K., Kim S. (2015)—Anomalous propagation echo detection using artificial neural network and doppler velocity features. IEEE International Conference on Advanced Intelligent Mechatronics (AIM), pp. 377–381. doi: http://dx.doi.org/10.1109/AIM.2015.7222561.
  • Moszkowicz S., Ciach G. J., Krajewski W.F. (1994)—Statistical Detection of Anomalous Propagation in Radar Reflectivity Patterns. ournal of Atmospheric and Oceanic Technology, 11: 1026–1034. doi: http://dx.doi.org/10.1175/1520-0426(1994)011<1026:SDOAPI>2.0.CO;2.
  • Nock R., Nielsen F. (2004)—Statistical region merging. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26 (11): 1452–1458. doi: http://dx.doi.org/10.1109/TPAMI.2004.110.
  • Passarelli R.E., Romanik P., Geotis S.G., Siggia A.D. (1981)—Ground-clutter rejection in the frequency domain (for radar meteorology applications). Conference on Radar Meteorology, 20th, Boston, MA, pp. 295–300.
  • Rico-Ramirez M.A., Cluckie I.D. (2008)—Classification of Ground-clutter and Anomalous Propagation Using Dual-Polarization Weather Radar. IEEE Transaction on Geoscience and Remote Sensing, 46 (7): 1892–1904. doi: http://dx.doi.org/10.1109/TGRS.2008.916979.
  • Ryzhkov V.R., Giangrande S.E., Melnikov V.M., Schuur T.J. (2005)—Calibration issues of dual-polarization radar measurements. Journal of Atmospheric and Oceanic Technology, 22: 1138–1155. doi: http://dx.doi.org/10.1175/JTECH1772.1.
  • Saltikoff E., Cho Y.N.J., Tristant P., Huuskonen A., Allmon L., Cook R., Becker E., Joe P. (2016)—The Threat to Weather Radars by Wireless Technology. Bulletin of the American Meteorological Society, 97 (7): 1159–1167. doi: http://dx.doi.org/10.1175/BAMS-D-15-00048.1.
  • Schaefer J.T. (1990)—The critical success index as an indicator of warning skill. Weather and Forecasting, 5 (4): 570–575. doi: http://dx.doi.org/10.1175/1520-0434(1990)005%3C0570:TCSIAA%3E2.0.C0;2.
  • Silberstein D.S., Wolff D.B., Marks D.A., Atlas D., Pippitt J.L. (2008)—Ground Clutter as a Monitor of Radar Stability at Kwajalein, RMI. Journal of Atmospheric and Oceanic Technology, 25 (11): 2037–2045. doi:http://dx.doi.org/10.1175/2008JTECHA1063.!.
  • Steiner M., Smith J.A. (2002)—Use of three-dimensional reflectivity structure for automated detection and removal of nonprecipitating echoes in radar data. Journal of Atmospheric and Oceanic Technology, 19 (5): 673–686. doi: http://dx.doi.org/10.1175/1520-0426(2002)019<0673:U0TDRS>2.0.C0;2.
  • Vaccarono M., Bechini R, Chandrasekar V., Cremonini R., Cassardo C. (2016)—An integrated approach to monitor the calibration stability of operational dual-polarization radar. Atmospheric Measurement Techniques Discussions, pp. 1–31. doi: http://dx.doi.org/10.5194/amt-2016-36.
  • Vulpiani G., Montopoli M., Passeri L.D., Gioia A.G., Giordano P., Marzano F.S. (2012)—On the use of dual-polarized c-band radar for operational rainfall retrieval in mountainous areas. Journal of Applied Meteorology and Climatology, 51 (2): 405–425. doi: http://dx.doi.org/10.1175/JAMC-D-10-05024.1.
  • Wolff D.B., Marks D.A., Petersen W.A. (2015)—General Application of the Relative Calibration Adjustment (RCA) Technique for Monitoring and Correcting Radar Reflectivity Calibration. Journal of Atmospheric and Oceanic Technology, 32 (3): 496506. doi:http://dx.doi.org/10.1175/JTECH-D-13-00185.1.