Determination of Rain Cell Characteristics from the Analysis of TOPEX Altimeter Echo Waveforms

Jean Tournadre Institut Français de Recherche pour l’Exploitation de la Mer, Centre de Brest, Plouzane, France

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Abstract

Radar meteorologists have estimated, over a number of years, rainfall rate with ground-based radars. Since the 1970s, use of weather radar as an active technique to measure rainfall from space has been proposed, and a number of radar concepts, including modified radar altimeter design, were proposed. However, no attempt has yet been made to determine rain cell characteristics from available altimeter data. This paper presents a method to estimate rainfall rate and rain cell diameter from TOPEX/Poseidon dual frequency radar altimeter waveforms. The rain-affected waveforms are first selected using a criterion based on a departure from a normal Ku–C-band backscatter coefficient relationship and on a threshold of liquid water content estimated by the TOPEX microwave radiometer. The analytical representation of echo waveforms under rain conditions is used to model the effect of rain. A minimization procedure is then used to determine the model’s best fit to the observed waveforms. Several case studies are presented to illustrate the method. These cases include squall lines, isolated light rain cells, and a tropical cyclone. The method, shown to give a high-resolution description of the rain distribution under various weather conditions, could be used to obtain global rain cell characteristics over the ocean.

Corresponding author address: Dr. Jean Tournadre, IFREMER, DRO-OS BP, 7029280 Plouzané, France.

Abstract

Radar meteorologists have estimated, over a number of years, rainfall rate with ground-based radars. Since the 1970s, use of weather radar as an active technique to measure rainfall from space has been proposed, and a number of radar concepts, including modified radar altimeter design, were proposed. However, no attempt has yet been made to determine rain cell characteristics from available altimeter data. This paper presents a method to estimate rainfall rate and rain cell diameter from TOPEX/Poseidon dual frequency radar altimeter waveforms. The rain-affected waveforms are first selected using a criterion based on a departure from a normal Ku–C-band backscatter coefficient relationship and on a threshold of liquid water content estimated by the TOPEX microwave radiometer. The analytical representation of echo waveforms under rain conditions is used to model the effect of rain. A minimization procedure is then used to determine the model’s best fit to the observed waveforms. Several case studies are presented to illustrate the method. These cases include squall lines, isolated light rain cells, and a tropical cyclone. The method, shown to give a high-resolution description of the rain distribution under various weather conditions, could be used to obtain global rain cell characteristics over the ocean.

Corresponding author address: Dr. Jean Tournadre, IFREMER, DRO-OS BP, 7029280 Plouzané, France.

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  • Atlas, D., 1994: Footprints of storms on the sea: A view from spaceborne synthetic radar. J. Geophys. Res.,99, 7961–7969.

    • Crossref
    • Export Citation
  • AVISO, 1992: Aviso User Handbook: AVI-NT-02-101-CN, Edition 2.1. Merged Topex/Poseidon Products, 213 pp.

  • Barrick, D. E., 1972: Remote sensing of sea state by radar. Remote Sensing of the Troposphere, V. E. Derr, Ed., U.S. Govt. Printing Office, 12.1–12.46.

  • ——, and B. J. Lipa, 1985: Analysis and interpretation of altimeter sea echo. Advances in Geophysics, Vol. 27, Academic Press, 61–100.

    • Crossref
    • Export Citation
  • Capsoni, C., F. Fedi, C. Magistroni, A. Paraboni, and A. Pawlina, 1987: Data and theory for a new model of the horizontal structure of rain cells for propagation application. Radio. Sci.,22, 395–404.

    • Crossref
    • Export Citation
  • Chelton, D. B., and P. J. McCabe, 1985: A review of satellite altimeter measurements of sea surface wind speed with a proposed new algorithm. J. Geophys. Res.,90, 4707–4720.

    • Crossref
    • Export Citation
  • Djuric, D., 1994: Weather Analysis. Prentice-Hall, 304 pp.

  • Goldhirsh, J., 1983: Rain cell size statistics as a function of rain rate for attenuation modeling. IEEE Trans. Antennas Propag.,AP-31, 799–801.

    • Crossref
    • Export Citation
  • ——, 1988: Analysis of algorithms for retrieval of rain rate profiles from a spaceborne dual-wavelength radar. IEEE Trans. Geosci. Remote Sens.,26, 98–114.

    • Crossref
    • Export Citation
  • ——, and I. Katz, 1979: Useful experimental results for earth-satellite rain attenuation modeling. IEEE Trans. Antennas Propag.,AP-27, 413–415.

    • Crossref
    • Export Citation
  • ——, and J. R. Rowland, 1982: A tutorial assessment of atmospheric height uncertainties for high-precision satellite altimeter missions to monitor ocean currents. IEEE Trans. Geosci. Remote Sens.,GE-20, 418–434.

    • Crossref
    • Export Citation
  • ——, and E. J. Walsh, 1982: Rain measurements from space using a modified Seasat-type radar altimeter. IEEE Trans. Antennas Propag.,AP-30, 726–733.

    • Crossref
    • Export Citation
  • Guymer, T. H., G. D. Quartly, and M. A. Srokosz, 1995: The effect of rain on ERS-1 altimeter data. J. Atmos. Oceanic Technol.,12, 1229–1247.

    • Crossref
    • Export Citation
  • Hayne, G. S., D. W. Hancock, and C. L. Purdy, 1994: The corrections for significant wave height and attitude effects in the TOPEX/Poseidon radar altimeter. J. Geophys. Res.,99, 24941–24955.

    • Crossref
    • Export Citation
  • Janssen, M. A., C. Ruf, and S. J. Keihm, 1995: TOPEX/Poseidon Microwave Radiometer (TMR): II Antenna pattern corrections and brightness temperature algorithm. IEEE Trans. Geosci. Remote Sens.,33, 138–146.

    • Crossref
    • Export Citation
  • Keihm, S. J., M. A. Janssen, and C. Ruf, 1995: TOPEX/Poseidon Microwave Radiometer (TMR): III Wet troposphere range correction algorithm and prelaunch error budget. IEEE Trans. Geosci. Remote Sens.,33, 147–161.

    • Crossref
    • Export Citation
  • Marshall, J. S., and W. M. Palmer, 1948: The distribution of rain drops with size. J. Meteor.,5, 165–166.

    • Crossref
    • Export Citation
  • Marth, P. C., and Coauthors, 1993: Prelaunch performance of the NASA altimeter for the TOPEX/Poseidon project. IEEE Trans. Geosci. Remote Sens.,31, 315–332.

    • Crossref
    • Export Citation
  • Monaldo, F. M., J. Goldhirsh, and E. J. Walsh, 1986: Altimeter height measurement error introduced by the presence of variable cloud and rain attenuation. J. Geophys. Res.,91, 2345–2350.

    • Crossref
    • Export Citation
  • Morland, J. C., 1994: The effect of rain on TOPEX/Poseidon altimeter data. M.S. thesis, University College London and Document de Travail IFREMER, No. 94-03, 84 pp. [Available from IFREMER, BP 7029280 Plouzané, France.].

  • Nelder, J. A., and R. Meade, 1965: A simplex method for function minimization. Comput. J.,7, 308–313.

    • Crossref
    • Export Citation
  • Olsen, R. L., D. V. Rogres, and D. B. Hodge, 1978: The aRb relation in the calculation of rain attenuation. IEEE Trans. Antennas Propag.,AP-26, 318–329.

    • Crossref
    • Export Citation
  • Petty, G. W., 1990: On the response of the SSM/I to the marine environment: Implication for atmospheric parameters retrievals. Ph.D. dissertation, University of Washington, 291 pp.

  • ——, 1995: Frequencies and characteristics of global oceanic precipitation from shipboard present-weather reports. Bull. Amer. Meteor. Soc.,76, 1593–1615.

    • Crossref
    • Export Citation
  • ——, and K. B. Katsaros, 1992: Nimbus-7 SMMR precipitation observations calibrated against surface data during TAMEX. J. Appl. Meteor.,6, 489–505.

    • Crossref
    • Export Citation
  • Quartly, G. D., T. H. Guymer, and M. A. Srokosz, 1996: The effects of rain on Topex radar altimeter data. J. Atmos. Oceanic Technol.,13, 1209–1229.

    • Crossref
    • Export Citation
  • Ruf, C., S. J. Keihm, and M. A. Janssen, 1995: TOPEX/Poseidon Microwave Radiometer (TMR): I Instrument description and antenna temperature calibration. IEEE Trans. Geosci. Remote Sens.,33, 125–137.

    • Crossref
    • Export Citation
  • SEASAT, 1979: Gulf of Alaska workshop Rep. Vol. I, Panel Rep. JPL Int. Rep. 622-107. [Available from Jet Propulsion Laboratory, 4800 Oak Grove Dr., Pasadena, CA 91109.].

  • Slack, J. K., A. R. Holt, and V. Brown, 1994: Implementation of direct algorithms. Rain radar retrieval algorithms. Final Rep. ESA Contract 101046/92/NL/GS, 440 pp. [Available from European Space Agency, ESTEC, P.O. Box 299, 2200 AG Nordwijk, the Netherlands.].

  • Szoke, E. J., E. J. Zipser, and D. P. Jorgensen, 1986: A radar study of convective cells in mesoscale systems in GTE. Part I: Vertical profiles statistics and comparison with hurricane. J. Atmos. Sci.,43, 182–197.

    • Crossref
    • Export Citation
  • Testud, J., P. Amayenc, and M. Marzoug, 1992: Rainfall rate retrieval from a spaceborne radar: Comparison between single-frequency, dual-frequency, and dual-beam techniques. J. Atmos. Oceanic Technol.,9, 599–623.

    • Crossref
    • Export Citation
  • ——, ——, X. Dou, and T. Tani, 1996: Tests of rain profiling algorithms for a spaceborne radar using raincell models and real data precipitation fields. J. Atmos. Oceanic Technol.,13, 426–453.

    • Crossref
    • Export Citation
  • TOPEX, 1992: TOPEX ground system science algorithm specification. Rep. JPL TP. SP. 43-2738. JPL, Pasadena, CA. [Available from Jet Propulsion Laboratory, 4800 Oak Grove Dr., Pasadena, CA 91109.].

  • TOPEX Radar Altimeters Systems Specification, 1989: Wallops NASA/Goddard Space Flight Center, Greenbelt, MD. WFF-672-85-004004, Rev. 6 Flight Facility Internal Publication.

  • Tournadre, J., and J. C. Morland, 1998: The effect of rain on TOPEX/Poseidon altimeter data: A new rain flag based on Ku and C band backscatter coefficients. IEEE Trans. Geosci. Remote Sens., in press.

    • Crossref
    • Export Citation
  • Ulaby, F. T., R. K. Moore, and A. K. Fung, 1981: Microwave Remote Sensing: Active and Passive, Vol. I, Addison–Wesley, 456 pp.

  • Walsh, E. J., F. M. Monaldo, and J. Goldhirsh, 1984: Rain and cloud effects on a satellite dual frequency radar altimeter operating at 13.5 GHz and 35 GHz. IEEE Trans. Geosci. Remote Sens.,GE-22, 615–622.

    • Crossref
    • Export Citation
  • Zieger, A. R., D. W. Hancock, G. S. Hayne, and C. L. Purdy, 1991:NASA radar altimeter for the TOPEX/Poseidon project. Proc. IEEE,79, 810–826.

    • Crossref
    • Export Citation
  • Zipser, E. J., and K. R. Lutz, 1994: The vertical profile of radar reflectivity of convective cells: A strong indicator of storm intensity and lightning probability. Mon. Wea. Rev.,122, 1751–1759.

    • Crossref
    • Export Citation
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