Skip to main content

2019 | OriginalPaper | Buchkapitel

6. Data Quality and Measurement Errors

verfasst von : Alexander V. Ryzhkov, Dusan S. Zrnic

Erschienen in: Radar Polarimetry for Weather Observations

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Various system and environmental effects on the quality of polarimetric measurements are discussed in this chapter. It starts with calibration of the reflectivity factor Z and differential reflectivity ZDR. The biases in Z and ZDR caused by attenuation/differential attenuation in rain and hail as well as wet radome are illustrated and quantified. Various techniques for attenuation/differential attenuation correction at different radar wavelengths are described, and numerous results of correction are presented. The effects of partial beam blockage on the Z, ZDR, and ρhv fields are demonstrated, and ways to mitigate these are suggested. Contamination of radar signals by ground clutter is reviewed, the method used on the WSR-88D is briefly described, and potential of the polarimetric information to better identify ground clutter is suggested. Contamination of the radar variables by white noise is explained, and corrections are outlined. Progressive beam broadening with range and stronger impact of nonuniform beam filling are listed as culprits for the deterioration of polarimetric variables with range. These effects are demonstrated and approximately quantified. Depolarization by oriented ice crystals also affects the polarimetric variables, and some examples are included. Three-body scattering signature in differential reflectivity and correlation coefficient is shown and conceptually explained. Finally, statistical errors associated with computations of the polarimetric variables and spectral moments are quantified.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Atlas, D. (2002). Radar calibration: Some simple approaches. Bulletin of the American Meteorological Society, 83, 1313–1316.CrossRef Atlas, D. (2002). Radar calibration: Some simple approaches. Bulletin of the American Meteorological Society, 83, 1313–1316.CrossRef
Zurück zum Zitat Aydin, K., Park, S., & Walsh, T. (1998). Bistatic dual-polarization scattering from rain and hail at S- and C-band frequencies. Journal of Atmospheric and Oceanic Technology, 15, 1110–1121.CrossRef Aydin, K., Park, S., & Walsh, T. (1998). Bistatic dual-polarization scattering from rain and hail at S- and C-band frequencies. Journal of Atmospheric and Oceanic Technology, 15, 1110–1121.CrossRef
Zurück zum Zitat Balakrishnan, N., & Zrnic, D. (1989). Correction of propagation effects at attenuating wavelengths in polarimetric radars. In 24th Conference on Radar Meteorology (pp. 287–291). Tallahassee, FL: AMS. Balakrishnan, N., & Zrnic, D. (1989). Correction of propagation effects at attenuating wavelengths in polarimetric radars. In 24th Conference on Radar Meteorology (pp. 287–291). Tallahassee, FL: AMS.
Zurück zum Zitat Balakrishnan, N., & Zrnic, D. (1990). Estimation of rain and hail rates in mixed-phase precipitation. Journal of the Atmospheric Sciences, 47, 565–583.CrossRef Balakrishnan, N., & Zrnic, D. (1990). Estimation of rain and hail rates in mixed-phase precipitation. Journal of the Atmospheric Sciences, 47, 565–583.CrossRef
Zurück zum Zitat Bech, J., Codina, B., Lorente, J., & Bebbington, D. (2003). The sensitivity of single polarization weather radar beam blockage correction to variability in the vertical refractivity gradient. Journal of Atmospheric and Oceanic Technology, 20, 845–855.CrossRef Bech, J., Codina, B., Lorente, J., & Bebbington, D. (2003). The sensitivity of single polarization weather radar beam blockage correction to variability in the vertical refractivity gradient. Journal of Atmospheric and Oceanic Technology, 20, 845–855.CrossRef
Zurück zum Zitat Bechini, R., Cremonini, R., Gorgucci, E., & Baldini, L. (2006). Dual-pol radar calibration and correction of the bias introduced by nonuniform radome wetting. In Proceedings of the Fourth European Conference on Radar in Meteorology and Hydrology. Barcelona, Spain (pp. 593–596). Bechini, R., Cremonini, R., Gorgucci, E., & Baldini, L. (2006). Dual-pol radar calibration and correction of the bias introduced by nonuniform radome wetting. In Proceedings of the Fourth European Conference on Radar in Meteorology and Hydrology. Barcelona, Spain (pp. 593–596).
Zurück zum Zitat Borowska, L., Ryzhkov, A., Zrnic, D., Simmer, C., & Palmer, R. (2011). Attenuation and differential attenuation of the 5-cm wavelength radiation in melting hail. Journal of Applied Meteorology and Climatology, 50, 59–76.CrossRef Borowska, L., Ryzhkov, A., Zrnic, D., Simmer, C., & Palmer, R. (2011). Attenuation and differential attenuation of the 5-cm wavelength radiation in melting hail. Journal of Applied Meteorology and Climatology, 50, 59–76.CrossRef
Zurück zum Zitat Borowska, L., & Zrnic, D. (2012). Use of ground clutter to monitor polarimetric radar calibration. Journal of Atmospheric and Oceanic Technology, 29, 159–176.CrossRef Borowska, L., & Zrnic, D. (2012). Use of ground clutter to monitor polarimetric radar calibration. Journal of Atmospheric and Oceanic Technology, 29, 159–176.CrossRef
Zurück zum Zitat Brandes, E., & Ikeda, K. (2004). Freezing-level estimation with polarimetric radar. Journal of Applied Meteorology, 43, 1541–1553.CrossRef Brandes, E., & Ikeda, K. (2004). Freezing-level estimation with polarimetric radar. Journal of Applied Meteorology, 43, 1541–1553.CrossRef
Zurück zum Zitat Bringi, V., & Chandrasekar, V. (2001). Polarimetric Doppler Weather Radar: Principles and Applications (p. 636). Cambridge, UK: Cambridge University Press.CrossRef Bringi, V., & Chandrasekar, V. (2001). Polarimetric Doppler Weather Radar: Principles and Applications (p. 636). Cambridge, UK: Cambridge University Press.CrossRef
Zurück zum Zitat Bringi, V. N., Chandrasekar, V., Balakrishnan, N., & Zrnic, D. S. (1990). An examination of propagation effects in rainfall on polarimetric variables at microwave frequencies. Journal of Atmospheric and Oceanic Technology, 7, 829–840.CrossRef Bringi, V. N., Chandrasekar, V., Balakrishnan, N., & Zrnic, D. S. (1990). An examination of propagation effects in rainfall on polarimetric variables at microwave frequencies. Journal of Atmospheric and Oceanic Technology, 7, 829–840.CrossRef
Zurück zum Zitat Bringi, V. N., Keenan, T. D., & Chandrasekar, V. (2001). Correcting C-band radar reflectivity and differential reflectivity data for rain attenuation: A self-consistent method with constraints. IEEE Transactions on Geoscience and Remote Sensing, 39, 1906–1915.CrossRef Bringi, V. N., Keenan, T. D., & Chandrasekar, V. (2001). Correcting C-band radar reflectivity and differential reflectivity data for rain attenuation: A self-consistent method with constraints. IEEE Transactions on Geoscience and Remote Sensing, 39, 1906–1915.CrossRef
Zurück zum Zitat Bringi, V., Thurai, M., Nakagawa, K., Huang, G., Kobayashi, T., Adachi, A., Hanado, H., & Sekizawa, S. (2006). Rainfall estimation from C-band polarimetric radar in Okinawa, Japan: comparison with 2D-video disdrometer and 400 MHz wind profiler. Journal of the Meteorological Society of Japan, 84, 705–724. Bringi, V., Thurai, M., Nakagawa, K., Huang, G., Kobayashi, T., Adachi, A., Hanado, H., & Sekizawa, S. (2006). Rainfall estimation from C-band polarimetric radar in Okinawa, Japan: comparison with 2D-video disdrometer and 400 MHz wind profiler. Journal of the Meteorological Society of Japan, 84, 705–724.
Zurück zum Zitat Cao, Q., Zhang, G., Brandes, E., Schuur, T., Ryzhkov, A., & Ikeda, K. (2008). Analysis of video disdrometer and polarimetric radar data to characterize rain microphysics in Oklahoma. Journal of Applied Meteorology and Climatology, 47, 2238–2255.CrossRef Cao, Q., Zhang, G., Brandes, E., Schuur, T., Ryzhkov, A., & Ikeda, K. (2008). Analysis of video disdrometer and polarimetric radar data to characterize rain microphysics in Oklahoma. Journal of Applied Meteorology and Climatology, 47, 2238–2255.CrossRef
Zurück zum Zitat Cao, Q., Zhang, G., Palmer, R., Knight, M., May, R., & Stafford, R. (2012). Spectrum – Time Estimation and Processing (STEP) for improving weather radar data quality. IEEE Transactions on Geoscience and Remote Sensing, 50, 4670–4683.CrossRef Cao, Q., Zhang, G., Palmer, R., Knight, M., May, R., & Stafford, R. (2012). Spectrum – Time Estimation and Processing (STEP) for improving weather radar data quality. IEEE Transactions on Geoscience and Remote Sensing, 50, 4670–4683.CrossRef
Zurück zum Zitat Carey, L. D., Rutledge, S. A., Ahijevych, D. A., & Keenan, T. D. (2000). Correcting propagation effects in C-band polarimetric radar observations of tropical convection using differential propagation phase. Journal of Applied Meteorology, 39, 1405–1433.CrossRef Carey, L. D., Rutledge, S. A., Ahijevych, D. A., & Keenan, T. D. (2000). Correcting propagation effects in C-band polarimetric radar observations of tropical convection using differential propagation phase. Journal of Applied Meteorology, 39, 1405–1433.CrossRef
Zurück zum Zitat Chandrasekar, V., Baldini, L., Bharadwaj, N., & Smith, P. (2015). Calibration procedures for global precipitation - measurements ground-validation radars. Radio Science Bulletin, 355, 45–73. Chandrasekar, V., Baldini, L., Bharadwaj, N., & Smith, P. (2015). Calibration procedures for global precipitation - measurements ground-validation radars. Radio Science Bulletin, 355, 45–73.
Zurück zum Zitat Diederich, M., Troemel, S., Ryzhkov, A., Zhang, P., & Simmer, C. (2015). Use of specific attenuation for rainfall measurements at X-band radar wavelengths. Part I: Radar calibration and partial beam blockage estimation. Journal of Hydrometeorology, 16, 487–502.CrossRef Diederich, M., Troemel, S., Ryzhkov, A., Zhang, P., & Simmer, C. (2015). Use of specific attenuation for rainfall measurements at X-band radar wavelengths. Part I: Radar calibration and partial beam blockage estimation. Journal of Hydrometeorology, 16, 487–502.CrossRef
Zurück zum Zitat Doviak, R., & Zrnic, D. (2006). Doppler Radar and Weather Observations (2nd ed.). Reprint, Mineola, NY: Dover Publications, Inc., 562pp. Doviak, R., & Zrnic, D. (2006). Doppler Radar and Weather Observations (2nd ed.). Reprint, Mineola, NY: Dover Publications, Inc., 562pp.
Zurück zum Zitat Figueras i Ventura, J., Boumahmoud, A., Fradon, B., Dupuy, P., & Tabary, P. (2012). Long-term monitoring of French polarimetric radar data quality and evaluation of several polarimetric quantitative precipitation estimators in ideal conditions for operational implementation at C band. Quarterly Journal of the Royal Meteorological Society, 138, 2212–2228.CrossRef Figueras i Ventura, J., Boumahmoud, A., Fradon, B., Dupuy, P., & Tabary, P. (2012). Long-term monitoring of French polarimetric radar data quality and evaluation of several polarimetric quantitative precipitation estimators in ideal conditions for operational implementation at C band. Quarterly Journal of the Royal Meteorological Society, 138, 2212–2228.CrossRef
Zurück zum Zitat Frech, M. (2009). The effect of a wet radome on dualpol data quality. In Proceedings of 34th Conference on Radar Meteorology. Wiliamsburg, VA, P13.15. Frech, M. (2009). The effect of a wet radome on dualpol data quality. In Proceedings of 34th Conference on Radar Meteorology. Wiliamsburg, VA, P13.15.
Zurück zum Zitat Frech, M., Hagen, M., & Mammen, T. (2017). Monitoring the absolute calibration of a polarimetric weather radar. Journal of Atmospheric and Oceanic Technology, 34, 599–615.CrossRef Frech, M., Hagen, M., & Mammen, T. (2017). Monitoring the absolute calibration of a polarimetric weather radar. Journal of Atmospheric and Oceanic Technology, 34, 599–615.CrossRef
Zurück zum Zitat Giangrande, S., & Ryzhkov, A. (2005). calibration of dual-polarization radar in the presence of partial beam blockage. Journal of Atmospheric and Oceanic Technology, 22, 1156–1166.CrossRef Giangrande, S., & Ryzhkov, A. (2005). calibration of dual-polarization radar in the presence of partial beam blockage. Journal of Atmospheric and Oceanic Technology, 22, 1156–1166.CrossRef
Zurück zum Zitat Goddard, J., Tan, J., & Thurai, M. (1994). Technique for calibration of meteorological radars using differential phase. Electronics Letters, 30, 166–167.CrossRef Goddard, J., Tan, J., & Thurai, M. (1994). Technique for calibration of meteorological radars using differential phase. Electronics Letters, 30, 166–167.CrossRef
Zurück zum Zitat Gorgucci, E., Scarchilli, G., & Chandrasekar, V. (1992). Calibration of radars using polarimetric techniques. IEEE Transactions on Geoscience and Remote Sensing, 30, 853–858.CrossRef Gorgucci, E., Scarchilli, G., & Chandrasekar, V. (1992). Calibration of radars using polarimetric techniques. IEEE Transactions on Geoscience and Remote Sensing, 30, 853–858.CrossRef
Zurück zum Zitat Gorgucci, E., Scarchilli, G., & Chandrasekar, V. (1999). A procedure to calibrate multiparameter weather radar using properties of the rain medium. IEEE Transactions on Geoscience and Remote Sensing, 37, 269–276.CrossRef Gorgucci, E., Scarchilli, G., & Chandrasekar, V. (1999). A procedure to calibrate multiparameter weather radar using properties of the rain medium. IEEE Transactions on Geoscience and Remote Sensing, 37, 269–276.CrossRef
Zurück zum Zitat Gourley, J., Illingworth, A., & Tabary, P. (2009). Absolute calibration of radar reflectivity using redundancy of the polarization observations and implied constraints on drop shapes. Journal of Atmospheric and Oceanic Technology, 26, 689–703.CrossRef Gourley, J., Illingworth, A., & Tabary, P. (2009). Absolute calibration of radar reflectivity using redundancy of the polarization observations and implied constraints on drop shapes. Journal of Atmospheric and Oceanic Technology, 26, 689–703.CrossRef
Zurück zum Zitat Gu, J.-Y., Ryzhkov, A., Zhang, P., Neilley, P., Knight, M., Wolf, B., et al. (2011). Polarimetric attenuation correction in heavy rain at C band. Journal of Applied Meteorology, 50, 39–58.CrossRef Gu, J.-Y., Ryzhkov, A., Zhang, P., Neilley, P., Knight, M., Wolf, B., et al. (2011). Polarimetric attenuation correction in heavy rain at C band. Journal of Applied Meteorology, 50, 39–58.CrossRef
Zurück zum Zitat Hitschfeld, W., & Bordan, J. (1954). Errors inherent in the radar measurement of rainfall at attenuating wavelengths. Journal of Meteorology, 11, 58–67.CrossRef Hitschfeld, W., & Bordan, J. (1954). Errors inherent in the radar measurement of rainfall at attenuating wavelengths. Journal of Meteorology, 11, 58–67.CrossRef
Zurück zum Zitat Hubbert, J., & Bringi, V. (2000). The effects of three-body scattering on differential reflectivity signatures. Journal of Atmospheric and Oceanic Technology, 17, 51–61.CrossRef Hubbert, J., & Bringi, V. (2000). The effects of three-body scattering on differential reflectivity signatures. Journal of Atmospheric and Oceanic Technology, 17, 51–61.CrossRef
Zurück zum Zitat Hubbert, J., Bringi, V., & Brunkow, D. (2003). Studies of the polarimetic covariance matrix. Part I: Calibration methodology. Journal of Atmospheric and Oceanic Technology, 20, 696–706.CrossRef Hubbert, J., Bringi, V., & Brunkow, D. (2003). Studies of the polarimetic covariance matrix. Part I: Calibration methodology. Journal of Atmospheric and Oceanic Technology, 20, 696–706.CrossRef
Zurück zum Zitat Hubbert, J., Dixon, M., & Ellis, S. (2009). Weather radar ground clutter. Part II: Real-time identification and filtering. Journal of Atmospheric and Oceanic Technology, 26, 1181–1197.CrossRef Hubbert, J., Dixon, M., & Ellis, S. (2009). Weather radar ground clutter. Part II: Real-time identification and filtering. Journal of Atmospheric and Oceanic Technology, 26, 1181–1197.CrossRef
Zurück zum Zitat Hubbert, J., Ellis, S., Chang, W.-Y., Rutledge, S., & Dixon, M. (2014). Modeling and interpretation of S-band ice crystals depolarization signatures from data obtained by simultaneously transmitting horizontally and vertically polarized fields. Journal of Applied Meteorology and Climatology, 53, 1659–1676.CrossRef Hubbert, J., Ellis, S., Chang, W.-Y., Rutledge, S., & Dixon, M. (2014). Modeling and interpretation of S-band ice crystals depolarization signatures from data obtained by simultaneously transmitting horizontally and vertically polarized fields. Journal of Applied Meteorology and Climatology, 53, 1659–1676.CrossRef
Zurück zum Zitat Hudak, D., Rodrigues, P., Lee, G.-W., Ryzhkov, A., Fabry, F., & Donaldson, N. (2006). Winter precipitation studies with a dual polarized C-band radar. Proceedings of the Fourth European Conference on Radar in Meteorology and Hydrology. Barcelona, Spain (pp. 9–16). Hudak, D., Rodrigues, P., Lee, G.-W., Ryzhkov, A., Fabry, F., & Donaldson, N. (2006). Winter precipitation studies with a dual polarized C-band radar. Proceedings of the Fourth European Conference on Radar in Meteorology and Hydrology. Barcelona, Spain (pp. 9–16).
Zurück zum Zitat Illingworth, A., & Blackman, T. (2002). The need to represent raindrop size spectra as normalized Gamma distributions for the interpretation of polarization radar observations. Journal of Applied Meteorology, 41, 286–297.CrossRef Illingworth, A., & Blackman, T. (2002). The need to represent raindrop size spectra as normalized Gamma distributions for the interpretation of polarization radar observations. Journal of Applied Meteorology, 41, 286–297.CrossRef
Zurück zum Zitat Ivic, I., Curtis, C., & Torres, S. (2013). Radial-based noise power estimation for weather radars. Journal of Atmospheric and Oceanic Technology, 30, 2737–2753.CrossRef Ivic, I., Curtis, C., & Torres, S. (2013). Radial-based noise power estimation for weather radars. Journal of Atmospheric and Oceanic Technology, 30, 2737–2753.CrossRef
Zurück zum Zitat Kurri, M., & Huuskonen, A. (2008). Measurements of the transmission loss of a radome at different rain intensities. Journal of Atmospheric and Oceanic Technology, 25, 1590–1599.CrossRef Kurri, M., & Huuskonen, A. (2008). Measurements of the transmission loss of a radome at different rain intensities. Journal of Atmospheric and Oceanic Technology, 25, 1590–1599.CrossRef
Zurück zum Zitat Lang, T., Nesbitt, S., & Carey, L. (2009). On the correction of partial beam blockage in polarimetric radar data. Journal of Atmospheric and Oceanic Technology, 26, 943–957.CrossRef Lang, T., Nesbitt, S., & Carey, L. (2009). On the correction of partial beam blockage in polarimetric radar data. Journal of Atmospheric and Oceanic Technology, 26, 943–957.CrossRef
Zurück zum Zitat Le Bouar, E., Testud, J., & Keenan, T. (2001). Validation of the rain profiling algorithm “ZPHI” from the C-band polarimetric weather radar in Darwin. Journal of Atmospheric and Oceanic Technology, 18, 1819–1837.CrossRef Le Bouar, E., Testud, J., & Keenan, T. (2001). Validation of the rain profiling algorithm “ZPHI” from the C-band polarimetric weather radar in Darwin. Journal of Atmospheric and Oceanic Technology, 18, 1819–1837.CrossRef
Zurück zum Zitat Lemon, L. (1998). The radar “three-body scatter spike”: An operational large – hail signature. Weather and Forecasting, 13, 327–340.CrossRef Lemon, L. (1998). The radar “three-body scatter spike”: An operational large – hail signature. Weather and Forecasting, 13, 327–340.CrossRef
Zurück zum Zitat Marks, D., Wolff, D., Carey, L., & Tokay, A. (2011). Quality control and calibration of the dual-polarization radar at Kwajalein, RMI. Journal of Atmospheric and Oceanic Technology, 28, 181–196.CrossRef Marks, D., Wolff, D., Carey, L., & Tokay, A. (2011). Quality control and calibration of the dual-polarization radar at Kwajalein, RMI. Journal of Atmospheric and Oceanic Technology, 28, 181–196.CrossRef
Zurück zum Zitat Melnikov, V., Doviak, R., Zrnic, D., & Stensrud, D. (2011). Mapping Bragg scatter with a polarimetric WSR-88D. Journal of Atmospheric and Oceanic Technology, 28, 1273–1285.CrossRef Melnikov, V., Doviak, R., Zrnic, D., & Stensrud, D. (2011). Mapping Bragg scatter with a polarimetric WSR-88D. Journal of Atmospheric and Oceanic Technology, 28, 1273–1285.CrossRef
Zurück zum Zitat Melnikov, V., & Zrnic, D. (2007). Autocorrelation and cross-correlation estimators of polarimetric variables. Journal of Atmospheric and Oceanic Technology, 24, 1337–1350.CrossRef Melnikov, V., & Zrnic, D. (2007). Autocorrelation and cross-correlation estimators of polarimetric variables. Journal of Atmospheric and Oceanic Technology, 24, 1337–1350.CrossRef
Zurück zum Zitat Meneghini, R., & Nakamura, K. (1990). Range profiling of the rain rate by an airborne weather radar. Remote Sensing of Environment, 31, 193–209.CrossRef Meneghini, R., & Nakamura, K. (1990). Range profiling of the rain rate by an airborne weather radar. Remote Sensing of Environment, 31, 193–209.CrossRef
Zurück zum Zitat Park, S., Maki, M., Iwanami, K., Bringi, V., & Chandrasekar, V. (2005). Correction of radar reflectivity for rain attenuation at X band. Part II: Evaluation and application. Journal of Atmospheric and Oceanic Technology, 22, 1621–1632.CrossRef Park, S., Maki, M., Iwanami, K., Bringi, V., & Chandrasekar, V. (2005). Correction of radar reflectivity for rain attenuation at X band. Part II: Evaluation and application. Journal of Atmospheric and Oceanic Technology, 22, 1621–1632.CrossRef
Zurück zum Zitat Picca, J., & Ryzhkov, A. (2012). A dual-wavelength polarimetric analysis of the 16 May 2010 Oklahoma City extreme hailstorm. Monthly Weather Review, 140, 1385–1403.CrossRef Picca, J., & Ryzhkov, A. (2012). A dual-wavelength polarimetric analysis of the 16 May 2010 Oklahoma City extreme hailstorm. Monthly Weather Review, 140, 1385–1403.CrossRef
Zurück zum Zitat Richardson, L., Cunningham, J., Zittel, W., Lee, R., Ice, R., Melnikov, V., et al. (2017a). Bragg scatter detection by the WSR-88D. Part I: Algorithm development. Journal of Atmospheric and Oceanic Technology, 34, 465–478.CrossRef Richardson, L., Cunningham, J., Zittel, W., Lee, R., Ice, R., Melnikov, V., et al. (2017a). Bragg scatter detection by the WSR-88D. Part I: Algorithm development. Journal of Atmospheric and Oceanic Technology, 34, 465–478.CrossRef
Zurück zum Zitat Richardson, L., Zittel, W., Lee, R., Melnikov, V., Ice, R., & Cunningham, J. (2017b). Bragg scatter detection by the WSR-88D. Part II: Assessment of ZDR bias estimation. Journal of Atmospheric and Oceanic Technology, 34, 479–493.CrossRef Richardson, L., Zittel, W., Lee, R., Melnikov, V., Ice, R., & Cunningham, J. (2017b). Bragg scatter detection by the WSR-88D. Part II: Assessment of ZDR bias estimation. Journal of Atmospheric and Oceanic Technology, 34, 479–493.CrossRef
Zurück zum Zitat Ryzhkov, A., Diederich, M., Zhang, P., & Simmer, C. (2014). Utilization of specific attenuation for rainfall estimation, mitigation of partial beam blockage, and radar networking. Journal of Atmospheric and Oceanic Technology, 31, 599–619.CrossRef Ryzhkov, A., Diederich, M., Zhang, P., & Simmer, C. (2014). Utilization of specific attenuation for rainfall estimation, mitigation of partial beam blockage, and radar networking. Journal of Atmospheric and Oceanic Technology, 31, 599–619.CrossRef
Zurück zum Zitat Ryzhkov, A., Kumjian, M., Ganson, S., & Zhang, P. (2013). Polarimetric radar characteristics of melting hail. Pt II: Practical implications. Journal of Applied Meteorology and Climatology, 52, 2871–2886.CrossRef Ryzhkov, A., Kumjian, M., Ganson, S., & Zhang, P. (2013). Polarimetric radar characteristics of melting hail. Pt II: Practical implications. Journal of Applied Meteorology and Climatology, 52, 2871–2886.CrossRef
Zurück zum Zitat Ryzhkov, A., Zhang, G., Luchs, S., & Ryzhkova, L. (2008). Polarimetric characteristics of snow measured by radar and 2D video disdrometer. In Extended Abstracts, 5th European Conference on Radar in Meteorology and Hydrology, Helsinki, Finland, CD-ROM, P6.5. Ryzhkov, A., Zhang, G., Luchs, S., & Ryzhkova, L. (2008). Polarimetric characteristics of snow measured by radar and 2D video disdrometer. In Extended Abstracts, 5th European Conference on Radar in Meteorology and Hydrology, Helsinki, Finland, CD-ROM, P6.5.
Zurück zum Zitat Ryzhkov, A., Zhang, P., Hudak, D., Alford, J., Knight, M., & Conway, J. (2007). Validation of polarimetric methods for attenuation correction at C band. In 33rd Conference on Radar Meteorology, Cairns, Australia, CD-ROM P11B.12. Ryzhkov, A., Zhang, P., Hudak, D., Alford, J., Knight, M., & Conway, J. (2007). Validation of polarimetric methods for attenuation correction at C band. In 33rd Conference on Radar Meteorology, Cairns, Australia, CD-ROM P11B.12.
Zurück zum Zitat Ryzhkov, A., Zhang, P., Reeves, H., Kumjian, M., Tschallener, T., Simmer, C., et al. (2016). Quasi-vertical profiles – a new way to look at polarimetric radar data. Journal of Atmospheric and Oceanic Technology, 33, 551–562.CrossRef Ryzhkov, A., Zhang, P., Reeves, H., Kumjian, M., Tschallener, T., Simmer, C., et al. (2016). Quasi-vertical profiles – a new way to look at polarimetric radar data. Journal of Atmospheric and Oceanic Technology, 33, 551–562.CrossRef
Zurück zum Zitat Ryzhkov, A., & Zrnic, D. (1995). Precipitation and attenuation measurements at a 10 cm wavelength. Journal of Applied Meteorology, 34, 2121–2134.CrossRef Ryzhkov, A., & Zrnic, D. (1995). Precipitation and attenuation measurements at a 10 cm wavelength. Journal of Applied Meteorology, 34, 2121–2134.CrossRef
Zurück zum Zitat Ryzhkov, A., & Zrnic, D. (1996). Assessment of rainfall measurement that uses specific differential phase. Journal of Applied Meteorology, 35, 2080–2090.CrossRef Ryzhkov, A., & Zrnic, D. (1996). Assessment of rainfall measurement that uses specific differential phase. Journal of Applied Meteorology, 35, 2080–2090.CrossRef
Zurück zum Zitat Ryzhkov, A., & Zrnic, D. (1998). Discrimination between rain and snow with a polarimetric radar. Journal of Applied Meteorology, 37, 1228–1240.CrossRef Ryzhkov, A., & Zrnic, D. (1998). Discrimination between rain and snow with a polarimetric radar. Journal of Applied Meteorology, 37, 1228–1240.CrossRef
Zurück zum Zitat Ryzhkov, A. V. (2007). The impact of beam broadening on the quality of radar polarimetric data. Journal of Atmospheric and Oceanic Technology, 24, 729–744.CrossRef Ryzhkov, A. V. (2007). The impact of beam broadening on the quality of radar polarimetric data. Journal of Atmospheric and Oceanic Technology, 24, 729–744.CrossRef
Zurück zum Zitat Ryzhkov, A. V., 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.CrossRef Ryzhkov, A. V., 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.CrossRef
Zurück zum Zitat Ryzhkov, A. V., & Zrnic, D. S. (2007). Depolarization in ice crystals and its effect on radar polarimetric measurements. Journal of Atmospheric and Oceanic Technology, 24, 1256–1267.CrossRef Ryzhkov, A. V., & Zrnic, D. S. (2007). Depolarization in ice crystals and its effect on radar polarimetric measurements. Journal of Atmospheric and Oceanic Technology, 24, 1256–1267.CrossRef
Zurück zum Zitat Scarchilli, G., Gorgucci, E., Chandrasekar, V., & Dobaie, A. (1996). Self consistency of polarization diversity measurements of rainfall. IEEE Transactions on Geoscience and Remote Sensing, 34, 22–26.CrossRef Scarchilli, G., Gorgucci, E., Chandrasekar, V., & Dobaie, A. (1996). Self consistency of polarization diversity measurements of rainfall. IEEE Transactions on Geoscience and Remote Sensing, 34, 22–26.CrossRef
Zurück zum Zitat Siggia, A., & Passarelli, R. Jr. (2004) Gaussian model adaptive processing (GMAP) for improved ground clutter cancellation and moment calculation. In Proceedings of ERAD, Visby, Island of Gotland, Sweden (pp. 63–73). Siggia, A., & Passarelli, R. Jr. (2004) Gaussian model adaptive processing (GMAP) for improved ground clutter cancellation and moment calculation. In Proceedings of ERAD, Visby, Island of Gotland, Sweden (pp. 63–73).
Zurück zum Zitat Snyder, J., Bluestein, H., Zhang, G., & Frasier, S. (2010). Attenuation correction and hydrometeor classification of high-resolution, X-band, dual-polarized mobile radar measurements in severe convective storms. Journal of Atmospheric and Oceanic Technology, 27, 1979–2001.CrossRef Snyder, J., Bluestein, H., Zhang, G., & Frasier, S. (2010). Attenuation correction and hydrometeor classification of high-resolution, X-band, dual-polarized mobile radar measurements in severe convective storms. Journal of Atmospheric and Oceanic Technology, 27, 1979–2001.CrossRef
Zurück zum Zitat Tabary, P., Vulpiani, G., Gourley, J., Illingworth, A., Thompson, R., & Bousquet, O. (2009). Unusually high differential attenuation at C-band: Results from a two-year analysis of the French Trappes polarimetric radar data. Journal of Applied Meteorology and Climatology, 48, 2037–2053.CrossRef Tabary, P., Vulpiani, G., Gourley, J., Illingworth, A., Thompson, R., & Bousquet, O. (2009). Unusually high differential attenuation at C-band: Results from a two-year analysis of the French Trappes polarimetric radar data. Journal of Applied Meteorology and Climatology, 48, 2037–2053.CrossRef
Zurück zum Zitat Testud, J., Le Bouar, E., Obligis, E., & Ali-Mehenni, M. (2000). The rain profiling algorithm applied to polarimetric weather radar. Journal of Atmospheric and Oceanic Technology, 17, 332–356.CrossRef Testud, J., Le Bouar, E., Obligis, E., & Ali-Mehenni, M. (2000). The rain profiling algorithm applied to polarimetric weather radar. Journal of Atmospheric and Oceanic Technology, 17, 332–356.CrossRef
Zurück zum Zitat Torres, S., & Warde, D. (2014). Ground clutter mitigation for weather radars using the autocorrelation spectral density. Journal of Atmospheric and Oceanic Technology, 31, 2049–2066.CrossRef Torres, S., & Warde, D. (2014). Ground clutter mitigation for weather radars using the autocorrelation spectral density. Journal of Atmospheric and Oceanic Technology, 31, 2049–2066.CrossRef
Zurück zum Zitat Ulaby, F., Moore, R., & Fung, A. (1982). Radar Remote Sensing and Surface Scattering and Emission Theory. In Microwave Remote Sensing: Active and Passive (Vol. 2). Reading, MA: Addison – Wesley. 1064 pp. Ulaby, F., Moore, R., & Fung, A. (1982). Radar Remote Sensing and Surface Scattering and Emission Theory. In Microwave Remote Sensing: Active and Passive (Vol. 2). Reading, MA: Addison – Wesley. 1064 pp.
Zurück zum Zitat Vivekanandan, J., Zhang, G., Ellis, S., Rajopadhyaya, D., & Avery, S. (2003). Radar reflectivity calibration using differential propagation phase measurement. Radio Science, 38(3), MAR 14-1 – MAR 4-14. Vivekanandan, J., Zhang, G., Ellis, S., Rajopadhyaya, D., & Avery, S. (2003). Radar reflectivity calibration using differential propagation phase measurement. Radio Science, 38(3), MAR 14-1 – MAR 4-14.
Zurück zum Zitat Vulpiani, G., Tabary, P., Parent du Chatelet, J., & Marzano, F. (2008). Comparison of advanced radar polarimetric techniques for operational attenuation correction at C band. Journal of Atmospheric and Oceanic Technology, 25, 1118–1135.CrossRef Vulpiani, G., Tabary, P., Parent du Chatelet, J., & Marzano, F. (2008). Comparison of advanced radar polarimetric techniques for operational attenuation correction at C band. Journal of Atmospheric and Oceanic Technology, 25, 1118–1135.CrossRef
Zurück zum Zitat Zhang, G. (2017). Weather Radar Polarimetry. Boca Raton, FL: CRC Press. 304pp. Zhang, G. (2017). Weather Radar Polarimetry. Boca Raton, FL: CRC Press. 304pp.
Zurück zum Zitat Zhang, P., Zrnic, D., & Ryzhkov, A. (2013). Partial beam blockage correction using polarimetric radar measurements. Journal of Atmospheric and Oceanic Technology, 30, 861–872.CrossRef Zhang, P., Zrnic, D., & Ryzhkov, A. (2013). Partial beam blockage correction using polarimetric radar measurements. Journal of Atmospheric and Oceanic Technology, 30, 861–872.CrossRef
Zurück zum Zitat Zrnic, D. (1987). Three-body scattering produces precipitation signature of special diagnostic value. Radio Science, 22, 76–86.CrossRef Zrnic, D. (1987). Three-body scattering produces precipitation signature of special diagnostic value. Radio Science, 22, 76–86.CrossRef
Zurück zum Zitat Zrnic, D., Melnikov, V., & Carter, J. (2006). Calibrating differential reflectivity on the WSR-88D. Journal of Atmospheric and Oceanic Technology, 23, 944–951.CrossRef Zrnic, D., Melnikov, V., & Carter, J. (2006). Calibrating differential reflectivity on the WSR-88D. Journal of Atmospheric and Oceanic Technology, 23, 944–951.CrossRef
Zurück zum Zitat Zrnic, D. S., & Melnikov V. M. (2007). Ground clutter recognition using polarimetric spectral parameters. In 33rd Conference on Radar Meteorology, AMS, Cairns, Australia, 2007. Zrnic, D. S., & Melnikov V. M. (2007). Ground clutter recognition using polarimetric spectral parameters. In 33rd Conference on Radar Meteorology, AMS, Cairns, Australia, 2007.
Metadaten
Titel
Data Quality and Measurement Errors
verfasst von
Alexander V. Ryzhkov
Dusan S. Zrnic
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-05093-1_6