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Volumn 49, Issue 5, 2010, Pages 973-990

Polarimetric radar rain estimation through retrieval of drop size distribution using a bayesian approach

Author keywords

Bayesian methods; In situ observations; Precipitation; Radars Radar observations; Rainfall

Indexed keywords

BACKSCATTERING AMPLITUDE; BAYESIAN ALGORITHMS; BAYESIAN APPROACHES; BAYESIAN METHODS; BAYESIAN RETRIEVAL; BIVARIATE NORMAL; DIFFERENTIAL REFLECTIVITY; DROP SHAPE; DROP SIZE DISTRIBUTION; FORWARD MODELS; GAMMA MODELS; HORIZONTAL POLARIZATION; IN-SITU MEASUREMENT; IN-SITU OBSERVATIONS; MESOSCALE CONVECTIVE SYSTEM; MOMENTS OF THE DISTRIBUTION; OKLAHOMA; POLARIMETRIC RADARS; PRIOR PROBABILITY; RADAR REFLECTIVITIES; RAIN ESTIMATION; RAIN GAUGES; RAINDROP SIZE DISTRIBUTION; RAINFALL RATES; S-BAND RADAR; STANDARD DEVIATION; T-MATRIX; VIDEO DISDROMETER;

EID: 77955582923     PISSN: 15588424     EISSN: None     Source Type: Journal    
DOI: 10.1175/2009JAMC2227.1     Document Type: Article
Times cited : (61)

References (40)
  • 1
    • 0000646755 scopus 로고
    • A new model for the equilibrium shape of raindrops
    • Beard, K. V., and C. Chuang, 1987: A new model for the equilibrium shape of raindrops. J. Atmos. Sci., 44, 1509-1524.
    • (1987) J. Atmos. Sci. , vol.44 , pp. 1509-1524
    • Beard, K.V.1    Chuang, C.2
  • 2
    • 0033385372 scopus 로고    scopus 로고
    • A comparison of radar reflectivity estimates of rainfall from collocated radars
    • Brandes, E. A., J. Vivekanandan, and J. W. Wilson, 1999: A comparison of radar reflectivity estimates of rainfall from collocated radars. J. Atmos. Oceanic Technol., 16, 1264-1272.
    • (1999) J. Atmos. Oceanic Technol. , vol.16 , pp. 1264-1272
    • Brandes, E.A.1    Vivekanandan, J.2    Wilson, J.W.3
  • 3
    • 0036602511 scopus 로고    scopus 로고
    • Experiments in rainfall estimation with a polarimetric radar in a subtropical environment
    • Brandes, E. A., G. Zhang, and J. Vivekanandan, 2002: Experiments in rainfall estimation with a polarimetric radar in a subtropical environment. J. Appl. Meteor., 41, 674-685.
    • (2002) J. Appl. Meteor. , vol.41 , pp. 674-685
    • Brandes, E.A.1    Zhang, G.2    Vivekanandan, J.3
  • 4
    • 0037832192 scopus 로고    scopus 로고
    • An evaluation of a drop distribution-based polarimetric radar rainfall estimator
    • Brandes, E. A., G. Zhang, and J. Vivekanandan, 2003: An evaluation of a drop distribution-based polarimetric radar rainfall estimator. J. Appl. Meteor., 42, 652-660.
    • (2003) J. Appl. Meteor. , vol.42 , pp. 652-660
    • Brandes, E.A.1    Zhang, G.2    Vivekanandan, J.3
  • 5
    • 2142645143 scopus 로고    scopus 로고
    • Comparison of polarimetric radar drop size distribution retrieval algorithms
    • Brandes, E. A., G. Zhang, and J. Vivekanandan, 2004a: Comparison of polarimetric radar drop size distribution retrieval algorithms. J. Atmos. Oceanic Technol., 21, 584-598.
    • (2004) J. Atmos. Oceanic Technol. , vol.21 , pp. 584-598
    • Brandes, E.A.1    Zhang, G.2    Vivekanandan, J.3
  • 6
    • 1842787713 scopus 로고    scopus 로고
    • Drop size distribution retrieval with polarimetric radar: Model and application
    • Brandes, E. A., G. Zhang, and J. Vivekanandan, 2004b: Drop size distribution retrieval with polarimetric radar: Model and application. J. Appl. Meteor., 43, 461-475.
    • (2004) J. Appl. Meteor. , vol.43 , pp. 461-475
    • Brandes, E.A.1    Zhang, G.2    Vivekanandan, J.3
  • 8
    • 0141969688 scopus 로고    scopus 로고
    • Raindrop size distribution in different climatic regimes from disdrometer and dualpolarized radar analysis
    • Bringi, V. N., V. Chandrasekar, J. Hubbert, E. Gorgucci, W. L. Randeu, and M. Schoenhuber, 2003: Raindrop size distribution in different climatic regimes from disdrometer and dualpolarized radar analysis. J. Atmos. Sci., 60, 354-365.
    • (2003) J. Atmos. Sci. , vol.60 , pp. 354-365
    • Bringi, V.N.1    Chandrasekar, V.2    Hubbert, J.3    Gorgucci, E.4    Randeu, W.L.5    Schoenhuber, M.6
  • 9
    • 66149143578 scopus 로고    scopus 로고
    • Errors in estimating raindrop size distribution parameters employing disdrometer and simulated raindrop spectra
    • Cao, Q., and G. Zhang, 2009: Errors in estimating raindrop size distribution parameters employing disdrometer and simulated raindrop spectra. J. Appl. Meteor. Climatol., 48, 406-425.
    • (2009) J. Appl. Meteor. Climatol. , vol.48 , pp. 406-425
    • Cao, Q.1    Zhang, G.2
  • 10
    • 57649170774 scopus 로고    scopus 로고
    • Analysis of video disdrometer and polarimetric radar data to characterize rain microphysics in Oklahoma
    • Cao, Q., G. Zhang, E. Brandes, T. Schuur,A. Ryzhkov, and K. Ikeda, 2008: Analysis of video disdrometer and polarimetric radar data to characterize rain microphysics in Oklahoma. J. Appl. Meteor. Climatol., 47, 2238-2255.
    • (2008) J. Appl. Meteor. Climatol. , vol.47 , pp. 2238-2255
    • Cao, Q.1    Zhang, G.2    Brandes, E.3    Schuur, T.4    Ryzhkov, A.5    Ikeda, K.6
  • 12
    • 33749406880 scopus 로고    scopus 로고
    • Bayesian retrieval of complete posterior PDFs of oceanic rain rate from microwave observations
    • Chiu, J. C., and G. W. Petty, 2006: Bayesian retrieval of complete posterior PDFs of oceanic rain rate from microwave observations. J. Appl. Meteor. Climatol., 45, 1073-1095.
    • (2006) J. Appl. Meteor. Climatol. , vol.45 , pp. 1073-1095
    • Chiu, J.C.1    Petty, G.W.2
  • 13
    • 0038543354 scopus 로고    scopus 로고
    • Local random errors in tipping-bucket rain gauge measurements
    • Ciach, G. J., 2003: Local random errors in tipping-bucket rain gauge measurements. J. Atmos. Oceanic Technol., 20, 752-759.
    • (2003) J. Atmos. Oceanic Technol. , vol.20 , pp. 752-759
    • Ciach, G.J.1
  • 14
    • 33748059637 scopus 로고    scopus 로고
    • Analysis and modeling of spatial correlation structure in small-scale rainfall in central Oklahoma
    • Ciach, G. J., and W. F. Krajewski, 2006: Analysis and modeling of spatial correlation structure in small-scale rainfall in central Oklahoma. Adv. Water Resour., 29, 1450-1463.
    • (2006) Adv. Water Resour. , vol.29 , pp. 1450-1463
    • Ciach, G.J.1    Krajewski, W.F.2
  • 15
    • 16444369908 scopus 로고    scopus 로고
    • Bayesian algorithm for microwave-based precipitation retrieval: Description and application to TMI measurements over ocean
    • Di Michele, S., A. Tassa, A. Mugnai, F. S. Marzano, P. Bauer, and J. P. V. P. Baptista, 2005: Bayesian algorithm for microwave-based precipitation retrieval: Description and application to TMI measurements over ocean. IEEE Trans. Geosci. Remote Sens., 43, 778-791.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , pp. 778-791
    • Di Michele, S.1    Tassa, A.2    Mugnai, A.3    Marzano, F.S.4    Bauer, P.5    Baptista, J.P.V.P.6
  • 16
    • 0028794089 scopus 로고
    • A Bayesian approach to microwave precipitation profile retrieval
    • Evans, K. F., J. Turk, T. Wong, and G. L. Stephens, 1995: A Bayesian approach to microwave precipitation profile retrieval. J. Appl. Meteor., 34, 260-279.
    • (1995) J. Appl. Meteor. , vol.34 , pp. 260-279
    • Evans, K.F.1    Turk, J.2    Wong, T.3    Stephens, G.L.4
  • 17
    • 0036693834 scopus 로고    scopus 로고
    • Estimation of raindrop size distribution parameters from polarimetric radar measurements
    • Gorgucci, E., V. Chandrasekar, V. N. Bringi, and G. Scarchilli, 2002: Estimation of raindrop size distribution parameters from polarimetric radar measurements. J. Atmos. Sci., 59, 2373-2384.
    • (2002) J. Atmos. Sci. , vol.59 , pp. 2373-2384
    • Gorgucci, E.1    Chandrasekar, V.2    Bringi, V.N.3    Scarchilli, G.4
  • 18
    • 0035282230 scopus 로고    scopus 로고
    • Sampling errors of tipping-bucket rain gauge measurements
    • Habib, E., W. F. Krajewski, and A. Kruger, 2001: Sampling errors of tipping-bucket rain gauge measurements. J. Hydrol. Eng., 6, 159-166.
    • (2001) J. Hydrol. Eng. , vol.6 , pp. 159-166
    • Habib, E.1    Krajewski, W.F.2    Kruger, A.3
  • 19
    • 36549058299 scopus 로고    scopus 로고
    • A variational scheme for retrieving rainfall rate and hail reflectivity fraction from polarization radar
    • Hogan, R. J., 2007: A variational scheme for retrieving rainfall rate and hail reflectivity fraction from polarization radar. J. Appl. Meteor. Climatol., 46, 1544-1564.
    • (2007) J. Appl. Meteor. Climatol. , vol.46 , pp. 1544-1564
    • Hogan, R.J.1
  • 20
    • 0036563901 scopus 로고    scopus 로고
    • Two-dimensional video disdrometer: A description
    • Kruger, A., and W. F. Krajewski, 2002: Two-dimensional video disdrometer: A description. J. Atmos. Oceanic Technol., 19, 602-617.
    • (2002) J. Atmos. Oceanic Technol. , vol.19 , pp. 602-617
    • Kruger, A.1    Krajewski, W.F.2
  • 21
    • 33747892301 scopus 로고    scopus 로고
    • Sources of errors in rainfall measurements by polarimetric radar: Variability of drop size distributions, observational noise, and variation of relationships between R and polarimetric parameters
    • Lee, G., 2006: Sources of errors in rainfall measurements by polarimetric radar: Variability of drop size distributions, observational noise, and variation of relationships between R and polarimetric parameters. J. Atmos. Oceanic Technol., 23, 1005-1028.
    • (2006) J. Atmos. Oceanic Technol. , vol.23 , pp. 1005-1028
    • Lee, G.1
  • 22
    • 16444373759 scopus 로고    scopus 로고
    • Variability of drop size distributions: Time-scale dependence of the variability and its effects on rain estimation
    • Lee, G., and I. Zawadzki, 2005: Variability of drop size distributions: Time-scale dependence of the variability and its effects on rain estimation. J. Appl. Meteor., 44, 241-255.
    • (2005) J. Appl. Meteor. , vol.44 , pp. 241-255
    • Lee, G.1    Zawadzki, I.2
  • 23
    • 33746895494 scopus 로고    scopus 로고
    • Radar calibration by gage, disdrometer, and polarimetry: Theoretical limit caused by the variability of drop size distribution and application to fast scanning operational radar data
    • Lee, G., and I. Zawadzki, 2006: Radar calibration by gage, disdrometer, and polarimetry: Theoretical limit caused by the variability of drop size distribution and application to fast scanning operational radar data. J. Hydrol., 328, 83-97.
    • (2006) J. Hydrol. , vol.328 , pp. 83-97
    • Lee, G.1    Zawadzki, I.2
  • 25
    • 0141774767 scopus 로고    scopus 로고
    • A Bayesian algorithm for the retrieval of liquid water cloud properties from microwave radiometer and millimeter radar data
    • doi:10.1029/2001JD001011
    • McFarlane, S. A., K. F. Evans, and A. S. Ackerman, 2002: A Bayesian algorithm for the retrieval of liquid water cloud properties from microwave radiometer and millimeter radar data. J. Geophys. Res., 107, 4317, doi:10.1029/2001JD001011.
    • (2002) J. Geophys. Res. , vol.107 , pp. 4317
    • McFarlane, S.A.1    Evans, K.F.2    Ackerman, A.S.3
  • 28
    • 19144371309 scopus 로고    scopus 로고
    • Rainfall estimation with a polarimetric prototype of WSR-88D
    • Ryzhkov, A. V., S.E. Giangrande, and T. J. Schuur, 2005b: Rainfall estimation with a polarimetric prototype of WSR-88D. J. Appl. Meteor., 44, 502-515.
    • (2005) J. Appl. Meteor. , vol.44 , pp. 502-515
    • Ryzhkov, A.V.1    Giangrande, S.E.2    Schuur, T.J.3
  • 30
    • 33747988327 scopus 로고
    • Rain rate estimates from differential polarization measurements
    • Sachidananda, M., and D. Zrnić, 1987: Rain rate estimates from differential polarization measurements. J. Atmos. Oceanic Technol., 4, 588-598.
    • (1987) J. Atmos. Oceanic Technol. , vol.4 , pp. 588-598
    • Sachidananda, M.1    Zrnić, D.2
  • 31
    • 0035359249 scopus 로고    scopus 로고
    • Drop size distributions measured by a 2D video disdrometer: Comparison with dual-polarization radar data
    • Schuur, T. J., A. V. Ryzhkov, D. S. Zrnić, and M. Schönhuber, 2001: Drop size distributions measured by a 2D video disdrometer: Comparison with dual-polarization radar data. J. Appl. Meteor., 40, 1019-1034.
    • (2001) J. Appl. Meteor. , vol.40 , pp. 1019-1034
    • Schuur, T.J.1    Ryzhkov, A.V.2    Zrnić, D.S.3    Schönhuber, M.4
  • 33
    • 77649091599 scopus 로고    scopus 로고
    • The bias and error in moment estimators for parameters of drop size distribution functions: Sampling from gamma distributions
    • Smith, P. L., D. V. Kliche, and R. W. Johnson, 2009: The bias and error in moment estimators for parameters of drop size distribution functions: Sampling from gamma distributions. J. Appl. Meteor. Climatol., 48, 2118-2126.
    • (2009) J. Appl. Meteor. Climatol. , vol.48 , pp. 2118-2126
    • Smith, P.L.1    Kliche, D.V.2    Johnson, R.W.3
  • 34
    • 2942536389 scopus 로고    scopus 로고
    • A microphysical interpretation of radar reflectivity-rain rate relationships
    • Steiner, M., J. A. Smith, and R. Uijlenhoet, 2004: A microphysical interpretation of radar reflectivity-rain rate relationships. J. Atmos. Sci., 61, 1114-1131.
    • (2004) J. Atmos. Sci. , vol.61 , pp. 1114-1131
    • Steiner, M.1    Smith, J.A.2    Uijlenhoet, R.3
  • 35
    • 1842865563 scopus 로고    scopus 로고
    • Polarimetric radar rain estimators based on constrained gamma drop size distribution model
    • Vivekanandan, J., G. Zhang, and E. Brandes, 2004: Polarimetric radar rain estimators based on constrained gamma drop size distribution model. J. Appl. Meteor., 43, 217-230.
    • (2004) J. Appl. Meteor. , vol.43 , pp. 217-230
    • Vivekanandan, J.1    Zhang, G.2    Brandes, E.3
  • 36
    • 70349592525 scopus 로고    scopus 로고
    • Simultaneous state estimation and attenuation correction for thunderstorms with radar data using an ensemble Kalman filter: Tests with simulated data
    • Xue, M., M. Tong, and G. Zhang, 2009: Simultaneous state estimation and attenuation correction for thunderstorms with radar data using an ensemble Kalman filter: Tests with simulated data. Quart. J. Roy. Meteor. Soc., 135, 1409-1423.
    • (2009) Quart. J. Roy. Meteor. Soc. , vol.135 , pp. 1409-1423
    • Xue, M.1    Tong, M.2    Zhang, G.3
  • 37
    • 0035304128 scopus 로고    scopus 로고
    • A method for estimating rain rate and drop size distribution from polarimetric radar
    • Zhang, G., J. Vivekanandan, and E. Brandes, 2001: A method for estimating rain rate and drop size distribution from polarimetric radar. IEEE Trans. Geosci. Remote Sens., 39, 830-840.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 830-840
    • Zhang, G.1    Vivekanandan, J.2    Brandes, E.3
  • 38
    • 0038359183 scopus 로고    scopus 로고
    • The shape-slope relation in observed gamma raindrop size distributions: Statistical error or useful information?
    • Zhang, G., J. Vivekanandan, E. Brandes, R. Menegini, and T. Kozu, 2003: The shape-slope relation in observed gamma raindrop size distributions: Statistical error or useful information? J. Atmos. Oceanic Technol., 20, 1106-1119.
    • (2003) J. Atmos. Oceanic Technol. , vol.20 , pp. 1106-1119
    • Zhang, G.1    Vivekanandan, J.2    Brandes, E.3    Menegini, R.4    Kozu, T.5
  • 39
    • 33646249830 scopus 로고    scopus 로고
    • Improving parameterization of rain microphysics with disdrometer and radar observations
    • Zhang, G., J. Vivekanandan, and E. Brandes, 2006: Improving parameterization of rain microphysics with disdrometer and radar observations. J. Atmos. Sci., 63, 1273-1290.
    • (2006) J. Atmos. Sci. , vol.63 , pp. 1273-1290
    • Zhang, G.1    Vivekanandan, J.2    Brandes, E.3
  • 40
    • 65349100612 scopus 로고    scopus 로고
    • Diagnosing the intercept parameter for exponential raindrop size distribution based on video disdrometer observations: Model development
    • Zhang, G., M. Xue, Q. Cao, and D. Dawson, 2008: Diagnosing the intercept parameter for exponential raindrop size distribution based on video disdrometer observations: Model development. J. Appl. Meteor. Climatol., 47, 2983-2992.
    • (2008) J. Appl. Meteor. Climatol. , vol.47 , pp. 2983-2992
    • Zhang, G.1    Xue, M.2    Cao, Q.3    Dawson, D.4


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