A Parameterization of the Microphysical Processes Forming Many Types of Winter Precipitation

Julie M. Thériault McGill University, Montreal, Quebec, Canada

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Ronald E. Stewart McGill University, Montreal, Quebec, Canada

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Abstract

Several types of precipitation, such as freezing rain, ice pellets, and wet snow, are commonly observed during winter storms. The objective of this study is to better understand the formation of these winter precipitation types. To address this issue, detailed melting and refreezing of precipitation was added onto an existing bulk microphysics scheme. These modifications allow the formation of mixed-phase particles and these particles in turn lead to, or affect, the formation of many of the other types of precipitation. The precipitation type characteristics, such as the mass content, liquid fraction, and threshold diameters formed during a storm over St John’s, Newfoundland, Canada, are studied and compared with observations. Many of these features were reproduced by the model. Sensitivity experiments with the model were carried out to examine the dependence of precipitation characteristics in this event on thresholds of particle evolution in the new parameterization.

* Current affiliation: National Center for Atmospheric Research, Boulder, Colorado

+ Current affiliation: Department of Environment and Geography, University of Manitoba, Winnipeg, Manitoba, Canada

Corresponding author address: Julie M. Thériault, Department of Atmospheric and Oceanic Sciences, McGill University, 805 Sherbrooke West, Montreal, QC H3A 2K6, Canada. Email: julie.theriault@mail.mcgill.ca

Abstract

Several types of precipitation, such as freezing rain, ice pellets, and wet snow, are commonly observed during winter storms. The objective of this study is to better understand the formation of these winter precipitation types. To address this issue, detailed melting and refreezing of precipitation was added onto an existing bulk microphysics scheme. These modifications allow the formation of mixed-phase particles and these particles in turn lead to, or affect, the formation of many of the other types of precipitation. The precipitation type characteristics, such as the mass content, liquid fraction, and threshold diameters formed during a storm over St John’s, Newfoundland, Canada, are studied and compared with observations. Many of these features were reproduced by the model. Sensitivity experiments with the model were carried out to examine the dependence of precipitation characteristics in this event on thresholds of particle evolution in the new parameterization.

* Current affiliation: National Center for Atmospheric Research, Boulder, Colorado

+ Current affiliation: Department of Environment and Geography, University of Manitoba, Winnipeg, Manitoba, Canada

Corresponding author address: Julie M. Thériault, Department of Atmospheric and Oceanic Sciences, McGill University, 805 Sherbrooke West, Montreal, QC H3A 2K6, Canada. Email: julie.theriault@mail.mcgill.ca

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  • Chiruta, M., and P. K. Wang, 2003: The capacitance of rosette ice crystals. J. Atmos. Sci., 60 , 836846.

  • Cox, G. P., 1988: Modelling precipitation in frontal rainbands. Quart. J. Roy. Meteor. Soc., 114 , 115127.

  • Ferrier, B. S., 1994: A double-moment multiple-phase four-class bulk ice scheme. Part I: Description. J. Atmos. Sci., 51 , 249280.

  • Field, P. R., R. J. Hogan, P. R. Brown, A. J. Illingworth, T. W. Choularton, and R. J. Cotton, 2005: Parametrization of ice-particle size distributions for mid-latitude stratiform cloud. Quart. J. Roy. Meteor. Soc., 131 , 19972017.

    • Search Google Scholar
    • Export Citation
  • Fujiyoshi, Y., 1986: Melting snowflakes. J. Atmos. Sci., 43 , 307311.

  • Gibson, S. R., and R. E. Stewart, 2007: Observations of ice pellets during a winter storm. Atmos. Res., 85 , 6476.

  • Glickman, T. S., 2000: Glossary of Meteorology. 2nd ed. American Meteorology Society, 855 pp.

  • Hanesiak, J. M., and R. E. Stewart, 1995: The mesoscale and microscale structure of a severe ice pellet storm. Mon. Wea. Rev., 123 , 31443162.

    • Search Google Scholar
    • Export Citation
  • Henson, W., R. E. Stewart, and B. Kochtubajda, 2007: On the precipitation and related features of the 1998 ice storm in Montréal area. Atmos. Res., 83 , 3654.

    • Search Google Scholar
    • Export Citation
  • Hogan, A. W., 1985: Is sleet a contact nucleation phenomenon? Proc. 42nd Eastern Snow Conf., Montreal, QC, Canada, ESC, 292–294.

  • Johnson, D. A., and J. Hallett, 1968: Freezing and shattering of supercooled water drops. Quart. J. Roy. Meteor. Soc., 94 , 468482.

  • Kessler, E., 1969: On the Distribution and Continuity of Water Substance in Atmospheric Circulations. Meteor. Monogr., Vol. 32, Amer. Meteor. Soc., 84 pp.

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

  • Meyers, M. P., P. J. DeMott, and W. R. Cotton, 1992: New primary ice-nucleation parameterizations in an explicit cloud model. J. Appl. Meteor., 31 , 708721.

    • Search Google Scholar
    • Export Citation
  • Milbrandt, J. A., and M. K. Yau, 2005a: A multi-moment bulk microphysics parameterization. Part I: Analysis of the role of the spectral shape parameter. J. Atmos. Sci., 62 , 30513064.

    • Search Google Scholar
    • Export Citation
  • Milbrandt, J. A., and M. K. Yau, 2005b: A multi-moment bulk microphysics parameterization. Part II: A proposed three-moment closure and scheme description. J. Atmos. Sci., 62 , 30653081.

    • Search Google Scholar
    • Export Citation
  • Mitra, S. K., O. Vohl, M. Ahr, and H. R. Pruppacher, 1990: A wind tunnel and theoretical study of the melting behavior of atmospheric ice particles. Part IV: Experiment and theory for snow flakes. J. Atmos. Sci., 47 , 584591.

    • Search Google Scholar
    • Export Citation
  • Pruppacher, H. R., and J. D. Klett, 1997: Microphysics of Clouds and Precipitation. 2nd ed. Kluwer Academic, 954 pp.

  • Ralph, F. M., and Coauthors, 2005: Improving short-term (0–48 h) cool-season quantitative precipitation forecasting: Recommendations from a USWRP workshop. Bull. Amer. Meteor. Soc., 86 , 16191632.

    • Search Google Scholar
    • Export Citation
  • Rutledge, S., and P. Hobbs, 1983: The mesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. VIII: A model for the “seeder-feeder” process in warm-frontal rainbands. J. Atmos. Sci., 40 , 11851206.

    • Search Google Scholar
    • Export Citation
  • Stewart, R. E., R. W. Crawford, N. R. Donaldson, T. B. Low, and B. E. Sheppard, 1990a: Precipitation and environmental conditions during accretion in Canadian east coast winter storms. J. Appl. Meteor., 29 , 525538.

    • Search Google Scholar
    • Export Citation
  • Szyrmer, W., and I. Zawadzki, 1999: Modeling of the melting layer. Part I: Dynamics and microphysics. J. Atmos. Sci., 56 , 35733592.

  • Thériault, J. M., and R. E. Stewart, 2007: On the effect of vertical air velocity on winter precipitation types. Nat. Hazards Earth Syst. Sci., 7 , 231242.

    • Search Google Scholar
    • Export Citation
  • Thériault, J. M., R. E. Stewart, J. A. Milbrandt, and M. K. Yau, 2006: On the simulation of winter precipitation types. J. Geophys. Res., 111 , D18202. doi:10.1029/2005JD006665.

    • Search Google Scholar
    • Export Citation
  • Wagner, J. A., 1957: Mean temperature from 1000 mb to 500 mb as a predictor of precipitation type. Bull. Amer. Meteor. Soc., 38 , 584590.

    • Search Google Scholar
    • Export Citation
  • Westbrook, C. D., R. J. Hogan, and A. J. Illingworth, 2008: The capacitance of pristine ice crystals and aggregate snowflakes. J. Atmos. Sci., 65 , 206219.

    • Search Google Scholar
    • Export Citation
  • Yuter, S. E., D. E. Kingsmill, L. B. Nance, and M. Löffler-Mang, 2006: Observations of precipitation size and fall speed characteristics within coexisting rain and wet snow. J. Appl. Meteor., 45 , 14501464.

    • Search Google Scholar
    • Export Citation
  • Zerr, R. J., 1997: Freezing rain: An observational and theoretical study. J. Appl. Meteor., 36 , 16471661.

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