Rain Attenuation of Radar Echoes Considering Finite-Range Resolution and Using Drop Size Distributions

Gerhard Peters Meteorological Institute, University Hamburg, Hamburg, Germany

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Bernd Fischer Meteorological Institute, University Hamburg, Hamburg, Germany

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Marco Clemens Meteorological Institute, University Hamburg, Hamburg, Germany

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Abstract

The classical rain attenuation correction scheme of Hitschfeld and Bordan (HIBO) and the newer iterative approach by Hildebrand (HL) are reconsidered. Although the motivation for the HL algorithm was an extension into ranges, where HIBO tends to be unstable, it is shown here that the contrary is the case. The finite-range resolution causes an intrinsic instability of HL already at moderate attenuation, where HIBO would still deliver stable results. Therefore, the authors concentrate the further analysis on HIBO, and confirm that the usual implementation of HIBO does not account correctly for finite-range resolution. They suggest a modified scheme that produces exact retrievals in the ideal case of perfect measurements.

For vertically pointing Doppler radars a new element is explored in the attenuation correction—namely, calculating rain attenuation κ and rainfall R from Doppler spectra via the raindrop size distributions (RSDs). Although this spectral scheme (SIBO) avoids the uncertainty of ZR and Zκ relations, the superiority of this approach is not a priori obvious because of its sensitivity to vertical wind. Therefore, radar rain rates, based on a ZR relation and on RSDs, respectively, are compared with in situ measurements. The results indicate better agreement for RSD-based retrievals. Because κ is closely correlated with R, the authors assert the advantage of RSD-based retrievals of κ.

The application of HIBO and SIBO to real data shows that the uncertainty of standard ZR relations is the main source of deviation between the two versions. In addition, the comparison of profiles suggests that the parameters of ZR relations aloft can deviate considerably from near-surface values. Although artifacts cannot be excluded with certainty, there is some evidence that this observation actually reflects microphysical processes.

Corresponding author address: Gerhard Peters, Meteorological Institute, University Hamburg, Bundesstrasse 55, D 20146 Hamburg, Germany. Email: gerhard.peters@zmaw.de

Abstract

The classical rain attenuation correction scheme of Hitschfeld and Bordan (HIBO) and the newer iterative approach by Hildebrand (HL) are reconsidered. Although the motivation for the HL algorithm was an extension into ranges, where HIBO tends to be unstable, it is shown here that the contrary is the case. The finite-range resolution causes an intrinsic instability of HL already at moderate attenuation, where HIBO would still deliver stable results. Therefore, the authors concentrate the further analysis on HIBO, and confirm that the usual implementation of HIBO does not account correctly for finite-range resolution. They suggest a modified scheme that produces exact retrievals in the ideal case of perfect measurements.

For vertically pointing Doppler radars a new element is explored in the attenuation correction—namely, calculating rain attenuation κ and rainfall R from Doppler spectra via the raindrop size distributions (RSDs). Although this spectral scheme (SIBO) avoids the uncertainty of ZR and Zκ relations, the superiority of this approach is not a priori obvious because of its sensitivity to vertical wind. Therefore, radar rain rates, based on a ZR relation and on RSDs, respectively, are compared with in situ measurements. The results indicate better agreement for RSD-based retrievals. Because κ is closely correlated with R, the authors assert the advantage of RSD-based retrievals of κ.

The application of HIBO and SIBO to real data shows that the uncertainty of standard ZR relations is the main source of deviation between the two versions. In addition, the comparison of profiles suggests that the parameters of ZR relations aloft can deviate considerably from near-surface values. Although artifacts cannot be excluded with certainty, there is some evidence that this observation actually reflects microphysical processes.

Corresponding author address: Gerhard Peters, Meteorological Institute, University Hamburg, Bundesstrasse 55, D 20146 Hamburg, Germany. Email: gerhard.peters@zmaw.de

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  • Amayenc, P., Diguet J. P. , Marzoug M. , and Tani T. , 1996: A class of single- and dual-frequency algorithms for rain-rate profiling from a spaceborne radar. Part II: Tests from airborne radar measurements. J. Atmos. Oceanic Technol., 13 , 142164.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Atlas, D., and Ulbrich C. W. , 1977: Path- and area-integrated rainfall measurement by microwave attenuation in the 1–3-cm band. J. Appl. Meteor., 16 , 13221331.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Atlas, D., Srivastava R. C. , and Sekhon R. S. , 1973: Doppler radar characteristics of precipitation at vertical incidence. Rev. Geophys., 11 , 135.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Beard, K. V., 1985: Simple altitude adjustments to raindrop velocities for Doppler radar analysis. J. Atmos. Oceanic Technol., 2 , 468471.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Bringi, V. N., and Chandrasekar V. , 2001: Polarimetric Doppler Weather Radar. Cambridge University Press, 662 pp.

  • Chandrasekar, V., and Lim S. , 2008: Retrieval of reflectivity in a networked radar environment. J. Atmos. Oceanic Technol., 25 , 17551767.

  • Clemens, M., Peters G. , Seltmann J. , and Winkler P. , 2006: Spectral and integral modes in measured raindrop size distributions. Proc. Fourth European Conf. on Radar in Meteorology and Hydrology, Barcelona, Spain, ERAD, P3.9. [Available online at http://www.grahi.upc.edu/ERAD2006/proceedingsMask/00049.pdf].

    • Search Google Scholar
    • Export Citation
  • Delrieu, G., Hucke L. , and Creutin J. D. , 1999: Attenuation in rain for X- and C-band weather radar systems: Sensitivity with respect to the drop size distribution. J. Appl. Meteor., 38 , 5768.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Eccles, P. J., and Mueller E. A. , 1971: X-band attenuation and liquid water content estimation by a dual-wavelength radar. J. Appl. Meteor., 10 , 12521259.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Ecklund, W. L., Williams C. R. , Johnston P. E. , and Gage K. S. , 1999: A 3-GHz profiler for precipitating cloud studies. J. Atmos. Oceanic Technol., 16 , 309322.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gage, K. S., Clark W. L. , Williams C. R. , and Tokay A. , 2004: Determining reflectivity measurement error from serial measurements using paired disdrometers and profilers. Geophy. Res. Lett., 31 , L23107. doi:10.1029/2004GL020591.

    • Search Google Scholar
    • Export Citation
  • Gorgucci, E., Scarchilli G. , Chandrasekar V. , Meischner P. F. , and Hagen M. , 1998: Intercomparison of techniques to correct for attenuation of C-band weather radar signals. J. Appl. Meteor., 37 , 845853.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gunn, R., and Kinzer G. D. , 1949: The terminal velocity of fall for water droplets in stagnant air. J. Atmos. Sci., 6 , 243248.

  • Hildebrand, P. H., 1978: Iterative correction for attenuation of 5 cm radar in rain. J. Appl. Meteor., 17 , 508514.

  • Hitschfeld, W., and Bordan J. , 1954: Errors inherent in the radar measurement of rainfall at attenuating wavelengths. J. Meteor., 11 , 5867.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Iguchi, T., Kozu T. , Meneghini R. , Awaka J. , and Okamoto K. , 2000: Rain-profiling algorithm for the TRMM precipitation radar. J. Appl. Meteor., 39 , 20382052.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Johnson, B. C., and Brandes E. A. , 1987: Attenuation of a 5-cm wavelength radar signal in the Lahoma–Orienta Storms. J. Atmos. Oceanic Technol., 4 , 512517.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kabeche, A., and Testud J. , 1995: Stereoradar meteorology: A new unified approach to process data from airborne or ground-based meteorological radars. J. Atmos. Oceanic Technol., 12 , 783799.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Marecal, V., Tani T. , Amayenc P. , Klapisz C. , Obligis E. , and Viltard N. , 1997: Rain relations inferred from microphysical data in TOGA COARE and their use to test a rain-profiling method from radar measurements at Ku-band. J. Appl. Meteor., 36 , 16291646.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Marshall, J. S., and Palmer W. M. , 1948: The distribution of raindrops with size. J. Atmos. Sci., 5 , 165166.

  • Marzoug, M., and Amayenc P. , 1991: Improved range-profiling algorithm of rainfall rate from a spaceborne radar with path-integrated attenuation constraint. IEEE Trans. Geosci. Remote Sens., 29 , 584592.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Marzoug, M., and Amayenc P. , 1994: A class of single- and dual-frequency algorithms for rain-rate profiling from a spaceborne radar. Part I: Principle and tests from numerical simulations. J. Atmos. Oceanic Technol., 11 , 14801506.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Meneghini, R., 1978: Rain-rate estimates for an attenuating radar. Radio Sci., 13 , 459470.

  • Park, S. G., Bringi V. N. , Chandrasekar V. , Maki M. , and Iwanami K. , 2005a: Correction of radar reflectivity and differential reflectivity for rain attenuation at X band. Part I: Theoretical and empirical basis. J. Atmos. Oceanic Technol., 22 , 16211632.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Park, S. G., Maki M. , Iwanami K. , Bringi V. N. , and Chandrasekar V. , 2005b: Correction of radar reflectivity and differential reflectivity for rain attenuation at X band. Part II: Evaluation and application. J. Atmos. Oceanic Technol., 22 , 16331655.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Peters, G., Fischer B. , Muenster H. , Clemens M. , and Wagner A. , 2005: Profiles of raindrop size distributions as retrieved by microrain radars. J. Appl. Meteor., 44 , 19301949.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Rubel, F., and Hantel M. , 1999: Correction of daily rain gauge measurements in the Baltic Sea drainage basin. Nord. Hydrol., 30 , 191208.

  • Srivastava, R. C., and Tian L. , 1996: Measurement of attenuation by a dual-radar method: Concept and error analysis. J. Atmos. Oceanic Technol., 13 , 937947.

    • Crossref
    • Search Google Scholar
    • Export Citation
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