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2019 | OriginalPaper | Buchkapitel

4. Microphysical and Dielectric Properties of Hydrometeors

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

Erschienen in: Radar Polarimetry for Weather Observations

Verlag: Springer International Publishing

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Abstract

Microphysical properties of hydrometeors such as size, shape, orientation, and phase composition, and distribution of these properties over an ensemble of particles determine polarimetric radar variables. In this chapter, an overview of microphysical properties of different hydrometeor types is provided. Different forms of size distributions (SD) of raindrops and ice particles are discussed, and the statistics of the key parameters of SD such as liquid or ice water content, mean volume diameter, and normalized concentration are presented. The chapter contains basic information about density of atmospheric particles and their axis ratios and orientations. Special attention is given to dielectric properties of hydrometeors including basic formulas for dielectric constant of fresh water, solid ice, dry/wet snow, graupel, and hail.

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Literatur
Zurück zum Zitat Andsager, K., Beard, K., & Laird, N. (1999). Laboratory measurements of axis ratios for large drops. Journal of the Atmospheric Sciences, 56, 2673–2683.CrossRef Andsager, K., Beard, K., & Laird, N. (1999). Laboratory measurements of axis ratios for large drops. Journal of the Atmospheric Sciences, 56, 2673–2683.CrossRef
Zurück zum Zitat Atlas, D., & Ulbrich, C. (2000). An observationally based conceptual model of warm oceanic convective rain in the tropics. Journal of Applied Meteorology, 39, 2165–2181.CrossRef Atlas, D., & Ulbrich, C. (2000). An observationally based conceptual model of warm oceanic convective rain in the tropics. Journal of Applied Meteorology, 39, 2165–2181.CrossRef
Zurück zum Zitat Bang, W., & Lee, G.-W. (2017). Characteristics of DSD at two different climates and their implications into radar precipitation estimation. In Proceedings of 32nd International Union of Radio Science General Assembly and Scientific Symposium (p. 91). Bang, W., & Lee, G.-W. (2017). Characteristics of DSD at two different climates and their implications into radar precipitation estimation. In Proceedings of 32nd International Union of Radio Science General Assembly and Scientific Symposium (p. 91).
Zurück zum Zitat Beard, K., & Kubesh, R. (1991). Laboratory measurements of small raindrop distortion. Pt 2: Oscillation frequencies and modes. Journal of the Atmospheric Sciences, 48, 2245–2264.CrossRef Beard, K., & Kubesh, R. (1991). Laboratory measurements of small raindrop distortion. Pt 2: Oscillation frequencies and modes. Journal of the Atmospheric Sciences, 48, 2245–2264.CrossRef
Zurück zum Zitat Brandes, E., Zhang, G., & Vivekanandan, J. (2002). Experiments in rainfall estimation with polarimetric radar in a subtropical environment. Journal of Applied Meteorology, 41, 674–685.CrossRef Brandes, E., Zhang, G., & Vivekanandan, J. (2002). Experiments in rainfall estimation with polarimetric radar in a subtropical environment. Journal of Applied Meteorology, 41, 674–685.CrossRef
Zurück zum Zitat Brandes, E., Ikeda, K., Zhang, G., Schoenhuber, M., & Rasmussen, R. (2007). A statistical and physical description of hydrometeor distributions in Colorado snowstorms using a video-disdrometer. Journal of Applied Meteorology, 46, 634–650.CrossRef Brandes, E., Ikeda, K., Zhang, G., Schoenhuber, M., & Rasmussen, R. (2007). A statistical and physical description of hydrometeor distributions in Colorado snowstorms using a video-disdrometer. Journal of Applied Meteorology, 46, 634–650.CrossRef
Zurück zum Zitat Bringi, V. N., & Chandrasekar, V. (2001). Polarimetric Doppler weather radar: Principles and applications. Cambridge, UK: Cambridge University Press 636pp.CrossRef Bringi, V. N., & Chandrasekar, V. (2001). Polarimetric Doppler weather radar: Principles and applications. Cambridge, UK: Cambridge University Press 636pp.CrossRef
Zurück zum Zitat Bringi, V., Huang, G.-J., Chandrasekar, V., & Gorgucci, E. (2002). A methodology for estimating the parameters of a gamma raindrop size distribution model from polarimetric radar data: Application to a squall-line event from the TRMM/Brazil campaign. Journal of Atmospheric and Oceanic Technology, 19, 633–645.CrossRef Bringi, V., Huang, G.-J., Chandrasekar, V., & Gorgucci, E. (2002). A methodology for estimating the parameters of a gamma raindrop size distribution model from polarimetric radar data: Application to a squall-line event from the TRMM/Brazil campaign. Journal of Atmospheric and Oceanic Technology, 19, 633–645.CrossRef
Zurück zum Zitat Bringi, V., Chandrasekar, V., Hubbert, J., Gorgucci, E., Randeu, W., & Schoenhuber, M. (2003). Raindrop size distribution in different climatic regimes from disdrometer and dual-polarized radar analysis. Journal of the Atmospheric Sciences, 60, 354–365.CrossRef Bringi, V., Chandrasekar, V., Hubbert, J., Gorgucci, E., Randeu, W., & Schoenhuber, M. (2003). Raindrop size distribution in different climatic regimes from disdrometer and dual-polarized radar analysis. Journal of the Atmospheric Sciences, 60, 354–365.CrossRef
Zurück zum Zitat Bringi, V., Williams, C., Thurai, M., & May, P. (2009). Using dual-polarized radar and dual-frequency profiler for DSD characterization: A case study from Darwin, Australia. Journal of Atmospheric and Oceanic Technology, 26, 2107–2122.CrossRef Bringi, V., Williams, C., Thurai, M., & May, P. (2009). Using dual-polarized radar and dual-frequency profiler for DSD characterization: A case study from Darwin, Australia. Journal of Atmospheric and Oceanic Technology, 26, 2107–2122.CrossRef
Zurück zum Zitat Brown, P. R. A., & Francis, P. N. (1995). Improved measurements of ice water content in cirrus using a total-water probe. Journal of Atmospheric and Oceanic Technology, 12, 410–414.CrossRef Brown, P. R. A., & Francis, P. N. (1995). Improved measurements of ice water content in cirrus using a total-water probe. Journal of Atmospheric and Oceanic Technology, 12, 410–414.CrossRef
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 Caylor, I. J., & Chandrasekar, V. (1996). Time-varying crystal orientation in thunderstorms observed with multiparameter radar. IEEE Transactions on Geoscience and Remote Sensing, 34, 847–858.CrossRef Caylor, I. J., & Chandrasekar, V. (1996). Time-varying crystal orientation in thunderstorms observed with multiparameter radar. IEEE Transactions on Geoscience and Remote Sensing, 34, 847–858.CrossRef
Zurück zum Zitat Chandrasekar, V., Cooper, W., & Bringi, V. (1988). Axis ratios and oscillations of raindrops. Journal of the Atmospheric Sciences, 45, 1323–1333.CrossRef Chandrasekar, V., Cooper, W., & Bringi, V. (1988). Axis ratios and oscillations of raindrops. Journal of the Atmospheric Sciences, 45, 1323–1333.CrossRef
Zurück zum Zitat Cheng, L., & English, M. (1983). A relationship between hailstone concentration and size. Journal of the Atmospheric Sciences, 40, 204–213.CrossRef Cheng, L., & English, M. (1983). A relationship between hailstone concentration and size. Journal of the Atmospheric Sciences, 40, 204–213.CrossRef
Zurück zum Zitat Cheng, L., English, M., & Wong, R. (1985). Hailstone size distributions and their relationship to storm thermodynamics. Journal of Climate and Applied Meteorology, 24, 1059–1067.CrossRef Cheng, L., English, M., & Wong, R. (1985). Hailstone size distributions and their relationship to storm thermodynamics. Journal of Climate and Applied Meteorology, 24, 1059–1067.CrossRef
Zurück zum Zitat Delanoe, J., Protat, A., Testud, J., Bouniol, D., Heymsfiled, A., Bansemer, A., et al. (2005). Statistical properties of the normalized ice particles size distribution. Journal of Geophysical Research, 110, D10201.CrossRef Delanoe, J., Protat, A., Testud, J., Bouniol, D., Heymsfiled, A., Bansemer, A., et al. (2005). Statistical properties of the normalized ice particles size distribution. Journal of Geophysical Research, 110, D10201.CrossRef
Zurück zum Zitat Delanoe, J., Heymsfield, A., Protat, A., Bansemer, A., & Hogan, R. (2014). Normalized particle size distribution for remote sensing applications. Journal of Geophysical Research – Atmospheres, 119, 4202–4227.CrossRef Delanoe, J., Heymsfield, A., Protat, A., Bansemer, A., & Hogan, R. (2014). Normalized particle size distribution for remote sensing applications. Journal of Geophysical Research – Atmospheres, 119, 4202–4227.CrossRef
Zurück zum Zitat Fabry, F., & Szyrmer, W. (1999). Modeling the melting layer. Part II: Electromagnetic. Journal of the Atmospheric Sciences, 56, 3593–3600.CrossRef Fabry, F., & Szyrmer, W. (1999). Modeling the melting layer. Part II: Electromagnetic. Journal of the Atmospheric Sciences, 56, 3593–3600.CrossRef
Zurück zum Zitat Farley, R. (1987). Numerical modeling of hailstorms and hailstone growth. Pt II. The role of low-density riming growth in hail production. Journal of Climate and Applied Meteorology, 26, 234–254.CrossRef Farley, R. (1987). Numerical modeling of hailstorms and hailstone growth. Pt II. The role of low-density riming growth in hail production. Journal of Climate and Applied Meteorology, 26, 234–254.CrossRef
Zurück zum Zitat Hendry, A., & McCormick, G. C. (1976). Radar observations of alignment of precipitation particles by electrostatic fields in thunderstorms. Journal of Geophysical Research, 81, 5353–5357.CrossRef Hendry, A., & McCormick, G. C. (1976). Radar observations of alignment of precipitation particles by electrostatic fields in thunderstorms. Journal of Geophysical Research, 81, 5353–5357.CrossRef
Zurück zum Zitat Hendry, A., McCormick, G., & Barge, B. (1976). The degree of common orientations of hydrometeors observed by polarization diversity radars. Journal of Applied Meteorology, 15, 633–640.CrossRef Hendry, A., McCormick, G., & Barge, B. (1976). The degree of common orientations of hydrometeors observed by polarization diversity radars. Journal of Applied Meteorology, 15, 633–640.CrossRef
Zurück zum Zitat Hendry, A., Antar, Y., & McCormick, G. (1987). On the relationship between the degree of preferred orientation in precipitation and dual-polarization radar echo characteristics. Radio Science, 22, 37–50.CrossRef Hendry, A., Antar, Y., & McCormick, G. (1987). On the relationship between the degree of preferred orientation in precipitation and dual-polarization radar echo characteristics. Radio Science, 22, 37–50.CrossRef
Zurück zum Zitat Heymsfield, A., & Wright, R. (2014). Graupel and hail terminal velocities: Does a “supercritical” Reynolds number apply? Journal of the Atmospheric Sciences, 71, 3392–3403.CrossRef Heymsfield, A., & Wright, R. (2014). Graupel and hail terminal velocities: Does a “supercritical” Reynolds number apply? Journal of the Atmospheric Sciences, 71, 3392–3403.CrossRef
Zurück zum Zitat Heymsfield, A., Kramer, M., Wood, N., Gettleman, A., Field, P., & Liu, G. (2017). Dependence of ice water content and snowfall rate on temperature, globally: Comparison of in situ observations, satellite active remote sensing retrievals, and global climate model simulations. Journal of Applied Meteorology and Climatology, 56, 189–215.CrossRef Heymsfield, A., Kramer, M., Wood, N., Gettleman, A., Field, P., & Liu, G. (2017). Dependence of ice water content and snowfall rate on temperature, globally: Comparison of in situ observations, satellite active remote sensing retrievals, and global climate model simulations. Journal of Applied Meteorology and Climatology, 56, 189–215.CrossRef
Zurück zum Zitat Hu, Z., & Srivastava, R. (1995). Evolution of raindrop size distribution by coalescence, breakup, and evaporation: Theory and observations. Journal of the Atmospheric Sciences, 52, 1761–1783.CrossRef Hu, Z., & Srivastava, R. (1995). Evolution of raindrop size distribution by coalescence, breakup, and evaporation: Theory and observations. Journal of the Atmospheric Sciences, 52, 1761–1783.CrossRef
Zurück zum Zitat Huang, G., Bringi, V., & Thurai, M. (2008). Orientation angle distributions of drops after 80 m fall using a 2D-video disdrometer. Journal of Atmospheric and Oceanic Technology, 25, 1717–1723.CrossRef Huang, G., Bringi, V., & Thurai, M. (2008). Orientation angle distributions of drops after 80 m fall using a 2D-video disdrometer. Journal of Atmospheric and Oceanic Technology, 25, 1717–1723.CrossRef
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 Jung, Y., Zhang, G., & Xue, M. (2008). Assimilation of simulated polarimetric radar data for a convective storm using the ensemble Kalman filter. Part I: Observation operators for reflectivity and polarimetric variables. Monthly Weather Review, 136, 2228–2245.CrossRef Jung, Y., Zhang, G., & Xue, M. (2008). Assimilation of simulated polarimetric radar data for a convective storm using the ensemble Kalman filter. Part I: Observation operators for reflectivity and polarimetric variables. Monthly Weather Review, 136, 2228–2245.CrossRef
Zurück zum Zitat Jung, Y., Xue, M., & Zhang, G. (2010). Simulations of polarimetric radar signatures of a supercell storm using a two-moment bulk microphysical scheme. Journal of Applied Meteorology and Climatology, 49, 146–163.CrossRef Jung, Y., Xue, M., & Zhang, G. (2010). Simulations of polarimetric radar signatures of a supercell storm using a two-moment bulk microphysical scheme. Journal of Applied Meteorology and Climatology, 49, 146–163.CrossRef
Zurück zum Zitat Khain, A., & Pinsky, M. (2018). Physical processes in clouds and cloud modeling. Cambridge, UK: Cambridge University Press. 626 pp.CrossRef Khain, A., & Pinsky, M. (2018). Physical processes in clouds and cloud modeling. Cambridge, UK: Cambridge University Press. 626 pp.CrossRef
Zurück zum Zitat Knight, C., & Knight, N. (1970). The falling behavior of hailstones. Journal of the Atmospheric Sciences, 27, 672–680.CrossRef Knight, C., & Knight, N. (1970). The falling behavior of hailstones. Journal of the Atmospheric Sciences, 27, 672–680.CrossRef
Zurück zum Zitat Knight, C., Schlatter, P., & Schlatter, T. (2008). An unusual hailstorm on 24 June 2006 in Boulder, Colorado. Part II: Low-density growth of hail. Monthly Weather Review, 136, 2833–2848.CrossRef Knight, C., Schlatter, P., & Schlatter, T. (2008). An unusual hailstorm on 24 June 2006 in Boulder, Colorado. Part II: Low-density growth of hail. Monthly Weather Review, 136, 2833–2848.CrossRef
Zurück zum Zitat Korolev, A., & Isaac, G. (2003). Roundness and aspect ratio of particles in ice clouds. Journal of the Atmospheric Sciences, 60, 1795–1808.CrossRef Korolev, A., & Isaac, G. (2003). Roundness and aspect ratio of particles in ice clouds. Journal of the Atmospheric Sciences, 60, 1795–1808.CrossRef
Zurück zum Zitat Krehbiel, P. R., Chen, T., McCrary, S., Rison, W., Gray, G., & Brook, M. (1996). The use of dual-channel circular-polarization radar observations for remotely sensing storm electrification. Meteorology and Atmospheric Physics, 59, 65–82.CrossRef Krehbiel, P. R., Chen, T., McCrary, S., Rison, W., Gray, G., & Brook, M. (1996). The use of dual-channel circular-polarization radar observations for remotely sensing storm electrification. Meteorology and Atmospheric Physics, 59, 65–82.CrossRef
Zurück zum Zitat Kry, P., & List, R. (1974). Angular motions of freely falling spheroidal hailstone models. Physics of Fluids, 17, 1093–1102.CrossRef Kry, P., & List, R. (1974). Angular motions of freely falling spheroidal hailstone models. Physics of Fluids, 17, 1093–1102.CrossRef
Zurück zum Zitat Lee, G., Zawadzki, I., Szyrmer, W., Sempere-Torres, D., & Uijlenhoet, R. (2004). A general approach to double-moment normalization of drop-size distributions. Journal of Applied Meteorology, 43, 264–281.CrossRef Lee, G., Zawadzki, I., Szyrmer, W., Sempere-Torres, D., & Uijlenhoet, R. (2004). A general approach to double-moment normalization of drop-size distributions. Journal of Applied Meteorology, 43, 264–281.CrossRef
Zurück zum Zitat Leinonen, J., & Szyrmer, W. (2015). Radar signatures of snowflake riming: A modeling study. Earth and Space Science, 2, 346–358.CrossRef Leinonen, J., & Szyrmer, W. (2015). Radar signatures of snowflake riming: A modeling study. Earth and Space Science, 2, 346–358.CrossRef
Zurück zum Zitat Liao, L., & Meneghini, R. (2005). On modeling air/spaceborne radar returns in the melting layer. IEEE Transactions on Geoscience and Remote Sensing, 43, 2799–2809.CrossRef Liao, L., & Meneghini, R. (2005). On modeling air/spaceborne radar returns in the melting layer. IEEE Transactions on Geoscience and Remote Sensing, 43, 2799–2809.CrossRef
Zurück zum Zitat Macklin, W. (1962). The density and structure of ice formed by accretion. Quarterly Journal of the Royal Meteorological Society, 88, 30–50.CrossRef Macklin, W. (1962). The density and structure of ice formed by accretion. Quarterly Journal of the Royal Meteorological Society, 88, 30–50.CrossRef
Zurück zum Zitat Marshall, J. S., & Palmer, W. (1948). The distribution of raindrops with size. Journal of Meteorology, 5, 165–166.CrossRef Marshall, J. S., & Palmer, W. (1948). The distribution of raindrops with size. Journal of Meteorology, 5, 165–166.CrossRef
Zurück zum Zitat Matson, R. J., & Huggins, A. W. (1980). The direct measurement of the sizes, shapes, and kinematics of falling hailstones. Journal of the Atmospheric Sciences, 37, 1107–1125.CrossRef Matson, R. J., & Huggins, A. W. (1980). The direct measurement of the sizes, shapes, and kinematics of falling hailstones. Journal of the Atmospheric Sciences, 37, 1107–1125.CrossRef
Zurück zum Zitat Matrosov, S., Reinking, R., Kropfli, R., & Bartram, B. (1996). Estimation of ice hydrometeor types and shapes from radar polarization measurements. Journal of Atmospheric and Oceanic Technology, 13, 85–96.CrossRef Matrosov, S., Reinking, R., Kropfli, R., & Bartram, B. (1996). Estimation of ice hydrometeor types and shapes from radar polarization measurements. Journal of Atmospheric and Oceanic Technology, 13, 85–96.CrossRef
Zurück zum Zitat Matrosov, S. (1997). Variability of microphysical parameters in high-altitude ice clouds: Results of the remote sensing method. Journal of Applied Meteorology, 36, 633–648.CrossRef Matrosov, S. (1997). Variability of microphysical parameters in high-altitude ice clouds: Results of the remote sensing method. Journal of Applied Meteorology, 36, 633–648.CrossRef
Zurück zum Zitat Matrosov, S., Reinking, R., & Djalalova, I. (2005). Inferring fall attitudes of pristine dendritic crystals from polarimetic radar data. Journal of the Atmospheric Sciences, 62, 241–250.CrossRef Matrosov, S., Reinking, R., & Djalalova, I. (2005). Inferring fall attitudes of pristine dendritic crystals from polarimetic radar data. Journal of the Atmospheric Sciences, 62, 241–250.CrossRef
Zurück zum Zitat Matrosov, S. (2008). Assessment of radar signal attenuation caused by the melting hydrometeor layer. IEEE Transactions on Geoscience and Remote Sensing, 46, 1039–1047.CrossRef Matrosov, S. (2008). Assessment of radar signal attenuation caused by the melting hydrometeor layer. IEEE Transactions on Geoscience and Remote Sensing, 46, 1039–1047.CrossRef
Zurück zum Zitat Maxwell Garnett, J. C. (1904). Color in metal glasses and in metallic films. Philosophical Transactions of the Royal Society London A, 203, 385–420.CrossRef Maxwell Garnett, J. C. (1904). Color in metal glasses and in metallic films. Philosophical Transactions of the Royal Society London A, 203, 385–420.CrossRef
Zurück zum Zitat Melnikov, V., & Straka, J. (2013). Axis ratios and flutter angles of cloud ice particles: Retrievals from radar data. Journal of Atmospheric and Oceanic Technology, 30, 1691–1703.CrossRef Melnikov, V., & Straka, J. (2013). Axis ratios and flutter angles of cloud ice particles: Retrievals from radar data. Journal of Atmospheric and Oceanic Technology, 30, 1691–1703.CrossRef
Zurück zum Zitat Meneghini, R., & Liao, L. (1996). Comparisons of cross sections of melting hydrometeors as derived from dielectric mixing formulas and a numerical method. Journal of Applied Meteorology, 35, 1658–1670.CrossRef Meneghini, R., & Liao, L. (1996). Comparisons of cross sections of melting hydrometeors as derived from dielectric mixing formulas and a numerical method. Journal of Applied Meteorology, 35, 1658–1670.CrossRef
Zurück zum Zitat Metcalf, J. I. (1997). Temporal and spatial variations of hydrometeor orientation of hydrometeors in thunderstorms. Journal of Applied Meteorology, 36, 315–321.CrossRef Metcalf, J. I. (1997). Temporal and spatial variations of hydrometeor orientation of hydrometeors in thunderstorms. Journal of Applied Meteorology, 36, 315–321.CrossRef
Zurück zum Zitat Moisseev, D., Lautaportti, S., Tyynela, J., & Lim, S. (2015). Dual-polarization radar signatures in snowstorms: Role of snowflake aggregation. Journal of Geophysical Research – Atmospheres, 120, 12644–12655.CrossRef Moisseev, D., Lautaportti, S., Tyynela, J., & Lim, S. (2015). Dual-polarization radar signatures in snowstorms: Role of snowflake aggregation. Journal of Geophysical Research – Atmospheres, 120, 12644–12655.CrossRef
Zurück zum Zitat Moisseev, D., von Lerber, A., & Tiira, J. (2017). Quantifying the effect of riming on snowfall using ground-based observations. Journal of Geophysical Research – Atmospheres, 122, 4019–4037.CrossRef Moisseev, D., von Lerber, A., & Tiira, J. (2017). Quantifying the effect of riming on snowfall using ground-based observations. Journal of Geophysical Research – Atmospheres, 122, 4019–4037.CrossRef
Zurück zum Zitat Ortega, K., Krause, J., & Ryzhkov, A. (2016). Polarimetric radar characteristics of melting hail. Part III: Validation of the algorithm for hail size discrimination. Journal of Applied Meteorology and Climatology, 55, 829–848.CrossRef Ortega, K., Krause, J., & Ryzhkov, A. (2016). Polarimetric radar characteristics of melting hail. Part III: Validation of the algorithm for hail size discrimination. Journal of Applied Meteorology and Climatology, 55, 829–848.CrossRef
Zurück zum Zitat Phillips, V., Pokrovsky, A., & Khain, A. (2007). The influence of time-depending melting on the dynamics and precipitation production in maritime and continental storm clouds. Journal of the Atmospheric Sciences, 64, 338–359.CrossRef Phillips, V., Pokrovsky, A., & Khain, A. (2007). The influence of time-depending melting on the dynamics and precipitation production in maritime and continental storm clouds. Journal of the Atmospheric Sciences, 64, 338–359.CrossRef
Zurück zum Zitat Pruppacher, H., & Pitter, R. (1971). A semi-empirical determination of the shape of cloud and rain drops. Journal of the Atmospheric Sciences, 28, 86–94.CrossRef Pruppacher, H., & Pitter, R. (1971). A semi-empirical determination of the shape of cloud and rain drops. Journal of the Atmospheric Sciences, 28, 86–94.CrossRef
Zurück zum Zitat Pruppacher, H., & Klett, J. (1997). Microphysics of clouds and precipitation (Vol. 954). Dordrecht, The Netherlands: Kluwer Academic. Pruppacher, H., & Klett, J. (1997). Microphysics of clouds and precipitation (Vol. 954). Dordrecht, The Netherlands: Kluwer Academic.
Zurück zum Zitat Rasmussen, R. M., Levizzani, V., & Pruppacher, H. R. (1984). A wind tunnel study on the melting behavior of atmospheric ice particles. III: Experiment and theory for spherical ice particles of radius >500 μm. Journal of the Atmospheric Sciences, 41, 381–388.CrossRef Rasmussen, R. M., Levizzani, V., & Pruppacher, H. R. (1984). A wind tunnel study on the melting behavior of atmospheric ice particles. III: Experiment and theory for spherical ice particles of radius >500 μm. Journal of the Atmospheric Sciences, 41, 381–388.CrossRef
Zurück zum Zitat Ryan, B. (1996). On the global variation of precipitating layer clouds. Bulletin of the American Meteorological Society, 77, 53–70.CrossRef Ryan, B. (1996). On the global variation of precipitating layer clouds. Bulletin of the American Meteorological Society, 77, 53–70.CrossRef
Zurück zum Zitat Ryzhkov, A. V., Zrnic, D. S., Hubbert, J. C., Bringi, V. N., Vivekanandan, J., & Brandes, E. A. (2002). Polarimetric radar observations and interpretation of co-cross-polar correlation coefficients. Journal of Atmospheric and Oceanic Technology, 19, 340–354.CrossRef Ryzhkov, A. V., Zrnic, D. S., Hubbert, J. C., Bringi, V. N., Vivekanandan, J., & Brandes, E. A. (2002). Polarimetric radar observations and interpretation of co-cross-polar correlation coefficients. Journal of Atmospheric and Oceanic Technology, 19, 340–354.CrossRef
Zurück zum Zitat Ryzhkov, A., & Zrnic, D. (2007). Depolarization in ice crystals and its effect on radar polarimetric measurements. Journal of Atmospheric and Oceanic Technology, 24, 1256–1267.CrossRef Ryzhkov, A., & Zrnic, D. (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 Ryzhkov, A., Pinsky, M., Pokrovsky, A., & Khain, A. (2011). Polarimetric radar observation operator for a cloud model with spectral microphysics. Journal of Applied Meteorology and Climatology, 50, 873–894.CrossRef Ryzhkov, A., Pinsky, M., Pokrovsky, A., & Khain, A. (2011). Polarimetric radar observation operator for a cloud model with spectral microphysics. Journal of Applied Meteorology and Climatology, 50, 873–894.CrossRef
Zurück zum Zitat Ryzhkov, A., Kumjian, M., Ganson, S., & Khain, A. (2013). Polarimetric radar characteristics of melting hail. Pt I: Theoretical simulations using spectral microphysical modeling. Journal of Applied Meteorology and Climatology, 52, 2849–2870.CrossRef Ryzhkov, A., Kumjian, M., Ganson, S., & Khain, A. (2013). Polarimetric radar characteristics of melting hail. Pt I: Theoretical simulations using spectral microphysical modeling. Journal of Applied Meteorology and Climatology, 52, 2849–2870.CrossRef
Zurück zum Zitat Schuur, T. J., Ryzhkov, A. V., & Clabo, D. R. (2005). Climatological analysis of DSDs in Oklahoma as revealed by 2D-video disdrometer and polarimetric WSR-88D. In Preprints, 32nd Conference on Radar Meteorology. CD-ROM, 15R.4. Schuur, T. J., Ryzhkov, A. V., & Clabo, D. R. (2005). Climatological analysis of DSDs in Oklahoma as revealed by 2D-video disdrometer and polarimetric WSR-88D. In Preprints, 32nd Conference on Radar Meteorology. CD-ROM, 15R.4.
Zurück zum Zitat Smith, P., Musil, D., Weber, S., Spahn, J., Johnson, G., & Sand, W. (1976). Raindrop and hailstone distributions inside storms. In Preprints, International Conference on Cloud Physics (pp. 252–257). Boulder, CO: American Meteor Society. Smith, P., Musil, D., Weber, S., Spahn, J., Johnson, G., & Sand, W. (1976). Raindrop and hailstone distributions inside storms. In Preprints, International Conference on Cloud Physics (pp. 252–257). Boulder, CO: American Meteor Society.
Zurück zum Zitat Spahn, J., & Smith, P. (1976). Some characteristics of hailstone size distributions inside hailstorms. In Preprints, 17th Conference on Radar Meteorology (pp. 187–191). Seattle, WA: American Meteorological Society. Spahn, J., & Smith, P. (1976). Some characteristics of hailstone size distributions inside hailstorms. In Preprints, 17th Conference on Radar Meteorology (pp. 187–191). Seattle, WA: American Meteorological Society.
Zurück zum Zitat Straka, J. M., Zrnic, D. S., & Ryzhkov, A. V. (2000). Bulk hydrometeor classification and quantification using multiparameter radar data. Synthesis of relations. Journal of Applied Meteorology, 39, 1341–1372.CrossRef Straka, J. M., Zrnic, D. S., & Ryzhkov, A. V. (2000). Bulk hydrometeor classification and quantification using multiparameter radar data. Synthesis of relations. Journal of Applied Meteorology, 39, 1341–1372.CrossRef
Zurück zum Zitat Szyrmer, W., & Zawadzki, I. (2010). Snow studies. Part II: Average relationship between mass of snowflakes and their terminal fall velocity. Journal of the Atmospheric Sciences, 67, 3319–3335.CrossRef Szyrmer, W., & Zawadzki, I. (2010). Snow studies. Part II: Average relationship between mass of snowflakes and their terminal fall velocity. Journal of the Atmospheric Sciences, 67, 3319–3335.CrossRef
Zurück zum Zitat Testud, J., Oury, S., Black, R., Amayenc, P., & Dou, X. (2001). The concept of “normalized” distribution to describe raindrop spectra: A tool for cloud physics and cloud remote sensing. Journal of Applied Meteorology, 40, 1118–1140.CrossRef Testud, J., Oury, S., Black, R., Amayenc, P., & Dou, X. (2001). The concept of “normalized” distribution to describe raindrop spectra: A tool for cloud physics and cloud remote sensing. Journal of Applied Meteorology, 40, 1118–1140.CrossRef
Zurück zum Zitat Thompson, E., Rutledge, S., Dolan, B., & Thurai, M. (2015). Drop size distributions and radar observations of convective and stratiform rain over the equatorial Indian and west Pacific Oceans. Journal of the Atmospheric Sciences, 72, 4091–4125.CrossRef Thompson, E., Rutledge, S., Dolan, B., & Thurai, M. (2015). Drop size distributions and radar observations of convective and stratiform rain over the equatorial Indian and west Pacific Oceans. Journal of the Atmospheric Sciences, 72, 4091–4125.CrossRef
Zurück zum Zitat Thurai, M., Gatlin, P., Bringi, V., Petersen, W., Kennedy, P., Notaros, B., et al. (2017). Toward completing the raindrop size spectrum: Case studies involving 2D-video disdrometer, droplet spectrometer, and polarimetric radar measurements. Journal of Applied Meteorology and Climatology, 56, 877–896.CrossRef Thurai, M., Gatlin, P., Bringi, V., Petersen, W., Kennedy, P., Notaros, B., et al. (2017). Toward completing the raindrop size spectrum: Case studies involving 2D-video disdrometer, droplet spectrometer, and polarimetric radar measurements. Journal of Applied Meteorology and Climatology, 56, 877–896.CrossRef
Zurück zum Zitat Tiira, J., Moisseev, D., Lerber, A., Ori, D., Tokay, A., Bliven, L., et al. (2016). Ensemble mean density and its connection to other microphysical properties of falling snow as observed in southern Finland. Atmospheric Measurement Techniques, 9, 4825–4841.CrossRef Tiira, J., Moisseev, D., Lerber, A., Ori, D., Tokay, A., Bliven, L., et al. (2016). Ensemble mean density and its connection to other microphysical properties of falling snow as observed in southern Finland. Atmospheric Measurement Techniques, 9, 4825–4841.CrossRef
Zurück zum Zitat Ulbrich, C. (1983). Natural variations in the analytical form of the raindrop size distribution. Journal of Climate and Applied Meteorology, 22, 1764–1775.CrossRef Ulbrich, C. (1983). Natural variations in the analytical form of the raindrop size distribution. Journal of Climate and Applied Meteorology, 22, 1764–1775.CrossRef
Zurück zum Zitat Ulbrich, C., & Atlas, D. (1982). Hail parameter relations: A comprehensive digest. Journal of Applied Meteorology, 21, 22–43.CrossRef Ulbrich, C., & Atlas, D. (1982). Hail parameter relations: A comprehensive digest. Journal of Applied Meteorology, 21, 22–43.CrossRef
Zurück zum Zitat Wen, L., Zhao, K., Zhang, G., Xue, M., Zhou, B., Liu, S., et al. (2016). Statistical characteristics of raindrop size distributions observed in East China during the Asian summer monsoon season using 2-D video disdrometer and Micro Rain Radar data. Journal of Geophysical Research – Atmospheres, 121, 2265–2282.CrossRef Wen, L., Zhao, K., Zhang, G., Xue, M., Zhou, B., Liu, S., et al. (2016). Statistical characteristics of raindrop size distributions observed in East China during the Asian summer monsoon season using 2-D video disdrometer and Micro Rain Radar data. Journal of Geophysical Research – Atmospheres, 121, 2265–2282.CrossRef
Zurück zum Zitat Woods, C., Stoelinga, T., & Locatelli, D. (2008). Size spectra of snow particles measured in wintertime precipitation in the Pacific Northwest. Journal of the Atmospheric Sciences, 65, 189–205.CrossRef Woods, C., Stoelinga, T., & Locatelli, D. (2008). Size spectra of snow particles measured in wintertime precipitation in the Pacific Northwest. Journal of the Atmospheric Sciences, 65, 189–205.CrossRef
Zurück zum Zitat Zawadzki, I., & De Agostinho Antonio, M. (1988). Equilibrium raindrop size distributions in tropical rain. Journal of the Atmospheric Sciences, 45, 3452–3459.CrossRef Zawadzki, I., & De Agostinho Antonio, M. (1988). Equilibrium raindrop size distributions in tropical rain. Journal of the Atmospheric Sciences, 45, 3452–3459.CrossRef
Zurück zum Zitat Zawadzki, I., Szyrmer, W., Bell, C., & Fabry, F. (2005). Modeling of the melting layer. Part III: The density effect. Journal of the Atmospheric Sciences, 62, 3705–3723.CrossRef Zawadzki, I., Szyrmer, W., Bell, C., & Fabry, F. (2005). Modeling of the melting layer. Part III: The density effect. Journal of the Atmospheric Sciences, 62, 3705–3723.CrossRef
Zurück zum Zitat Zhang, G., Vivekanandan, J., & Brandes, E. (2001). A method for estimating rain rate and drop size distribution from polarimetric radar measurements. IEEE Transactions on Geoscience and Remote Sensing, 39(4), 830–840.CrossRef Zhang, G., Vivekanandan, J., & Brandes, E. (2001). A method for estimating rain rate and drop size distribution from polarimetric radar measurements. IEEE Transactions on Geoscience and Remote Sensing, 39(4), 830–840.CrossRef
Zurück zum Zitat Zrnic, D., & Ryzhkov, A. (2004). Polarimetric properties of chaff. Journal of Atmospheric and Oceanic Technology, 21, 1017–1024.CrossRef Zrnic, D., & Ryzhkov, A. (2004). Polarimetric properties of chaff. Journal of Atmospheric and Oceanic Technology, 21, 1017–1024.CrossRef
Metadaten
Titel
Microphysical and Dielectric Properties of Hydrometeors
verfasst von
Alexander V. Ryzhkov
Dusan S. Zrnic
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-05093-1_4