DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Relationship between Aerosols, Hail Microphysics, and Z DR Columns

Abstract

Mechanisms of formation of differential reflectivity columns are investigated in simulations of a midlatitude summertime hailstorm with hailstones up to several centimeters in diameter. Simulations are performed using a new version of the Hebrew University Cloud Model (HUCM) with spectral bin microphysics. A polarimetric radar forward operator is used to calculate radar reflectivity and differential reflectivity ZDR. It is shown that ZDR columns are associated with raindrops and with hail particles growing in a wet growth regime within convective updrafts. The height and volume of ZDR columns increases with an increase in aerosol concentration. Small hail forming under clean conditions grows in updrafts largely in a dry growth regime corresponding to low ZDR. Characteristics of ZDR columns are highly correlated with vertical velocity, hail size, and aerosol concentration.

Authors:
 [1];  [1];  [2];  [2]
  1. Hebrew Univ. of Jerusalem (Israel). Dept. of Atmospheric Sciences
  2. National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States); Univ. of Oklahoma, Norman, OK (United States). Cooperative Inst. for Mesoscale Meteorological Studies
Publication Date:
Research Org.:
Univ. of Oklahoma, Norman, OK (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1541821
Grant/Contract Number:  
SC0014295
Resource Type:
Accepted Manuscript
Journal Name:
Journal of the Atmospheric Sciences
Additional Journal Information:
Journal Volume: 75; Journal Issue: 6; Journal ID: ISSN 0022-4928
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Meteorology & Atmospheric Sciences

Citation Formats

Ilotoviz, E., Khain, A., Ryzhkov, Alexander V., and Snyder, Jeffrey C. Relationship between Aerosols, Hail Microphysics, and Z DR Columns. United States: N. p., 2018. Web. doi:10.1175/jas-d-17-0127.1.
Ilotoviz, E., Khain, A., Ryzhkov, Alexander V., & Snyder, Jeffrey C. Relationship between Aerosols, Hail Microphysics, and Z DR Columns. United States. https://doi.org/10.1175/jas-d-17-0127.1
Ilotoviz, E., Khain, A., Ryzhkov, Alexander V., and Snyder, Jeffrey C. Thu . "Relationship between Aerosols, Hail Microphysics, and Z DR Columns". United States. https://doi.org/10.1175/jas-d-17-0127.1. https://www.osti.gov/servlets/purl/1541821.
@article{osti_1541821,
title = {Relationship between Aerosols, Hail Microphysics, and Z DR Columns},
author = {Ilotoviz, E. and Khain, A. and Ryzhkov, Alexander V. and Snyder, Jeffrey C.},
abstractNote = {Mechanisms of formation of differential reflectivity columns are investigated in simulations of a midlatitude summertime hailstorm with hailstones up to several centimeters in diameter. Simulations are performed using a new version of the Hebrew University Cloud Model (HUCM) with spectral bin microphysics. A polarimetric radar forward operator is used to calculate radar reflectivity and differential reflectivity ZDR. It is shown that ZDR columns are associated with raindrops and with hail particles growing in a wet growth regime within convective updrafts. The height and volume of ZDR columns increases with an increase in aerosol concentration. Small hail forming under clean conditions grows in updrafts largely in a dry growth regime corresponding to low ZDR. Characteristics of ZDR columns are highly correlated with vertical velocity, hail size, and aerosol concentration.},
doi = {10.1175/jas-d-17-0127.1},
journal = {Journal of the Atmospheric Sciences},
number = 6,
volume = 75,
place = {United States},
year = {Thu May 17 00:00:00 EDT 2018},
month = {Thu May 17 00:00:00 EDT 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 22 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Raindrop Canting
journal, February 1983


The formation of atmospheric ice crystals by the freezing of droplets
journal, October 1953

  • Bigg, E. K.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 79, Issue 342
  • DOI: 10.1002/qj.49707934207

Experiments in Rainfall Estimation with a Polarimetric Radar in a Subtropical Environment
journal, June 2002


On the Influence of Assumed Drop Size Distribution Form on Radar-Retrieved Thunderstorm Microphysics
journal, February 2006

  • Brandes, Edward A.; Zhang, Guifu; Sun, Juanzhen
  • Journal of Applied Meteorology and Climatology, Vol. 45, Issue 2
  • DOI: 10.1175/JAM2335.1

Spatial Forecasts of Maximum Hail Size Using Prognostic Model Soundings and HAILCAST
journal, April 2006

  • Brimelow, Julian C.; Reuter, Gerhard W.; Goodson, Ron
  • Weather and Forecasting, Vol. 21, Issue 2
  • DOI: 10.1175/WAF915.1

Airflow and hail growth in supercell storms and some implications for hail suppression
journal, July 1976

  • Browning, K. A.; Foote, G. B.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 102, Issue 433
  • DOI: 10.1002/qj.49710243303

Hydrometeor Mixing Ratio Retrievals for Storm-Scale Radar Data Assimilation: Utility of Current Relations and Potential Benefits of Polarimetry
journal, August 2016

  • Carlin, Jacob T.; Ryzhkov, Alexander V.; Snyder, Jeffrey C.
  • Monthly Weather Review, Vol. 144, Issue 8
  • DOI: 10.1175/MWR-D-15-0423.1

A laboratory investigation into the aggregation efficiency of small ice crystals
journal, January 2012

  • Connolly, P. J.; Emersic, C.; Field, P. R.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 4
  • DOI: 10.5194/acp-12-2055-2012

Hail Detection Using S- and C-Band Radar Reflectivity Difference
journal, February 2003


A Study of Hail Growth Utilizing Observed Storm Conditions
journal, January 1984


Production of secondary ice particles during the riming process
journal, May 1974


Validation of Polarimetric Hail Detection
journal, October 2006

  • Heinselman, Pamela L.; Ryzhkov, Alexander V.
  • Weather and Forecasting, Vol. 21, Issue 5
  • DOI: 10.1175/WAF956.1

Polarization radar studies of precipitation development in convective storms: RADAR STUDIES of PRECIPITATION
journal, April 1987

  • Illingworth, A. J.; Goddard, J. W. F.; Cherry, S. M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 113, Issue 476
  • DOI: 10.1002/qj.49711347604

Application of a new scheme of cloud base droplet nucleation in a spectral (bin) microphysics cloud model: sensitivity to aerosol size distribution
journal, January 2016


Effect of Aerosols on Freezing Drops, Hail, and Precipitation in a Midlatitude Storm
journal, January 2016

  • Ilotoviz, Eyal; Khain, Alexander P.; Benmoshe, Nir
  • Journal of the Atmospheric Sciences, Vol. 73, Issue 1
  • DOI: 10.1175/JAS-D-14-0155.1

Spontaneous breakup of charged and uncharged water drops freely suspended in a wind tunnel
journal, January 1991

  • Kamra, A. K.; Bhalwankar, Rohini V.; Sathe, A. B.
  • Journal of Geophysical Research, Vol. 96, Issue D9
  • DOI: 10.1029/91JD01475

Notes on state-of-the-art investigations of aerosol effects on precipitation: a critical review
journal, January 2009


Simulation of hydrometeor size spectra evolution by water-water, ice-water and ice-ice interactions
journal, March 1995


Notes on the state-of-the-art numerical modeling of cloud microphysics
journal, December 2000


Collision Rate of Small Graupel and Water Drops
journal, September 2001


Representation of microphysical processes in cloud-resolving models: Spectral (bin) microphysics versus bulk parameterization: BIN VS BULK
journal, May 2015

  • Khain, A. P.; Beheng, K. D.; Heymsfield, A.
  • Reviews of Geophysics, Vol. 53, Issue 2
  • DOI: 10.1002/2014RG000468

The Falling Behavior of Hailstones
journal, July 1970


Hailstone Shape Factor and Its Relation to Radar Interpretation of Hail
journal, December 1986


Life Time of Water Drops before Breaking and Size Distribution of Fragment Droplets [浮ゆうする水滴の分裂確率と分裂後の粒度分布]
journal, January 1964

  • Komabayasi, M.; Gonda, T.; Isono, K.
  • Journal of the Meteorological Society of Japan. Ser. II, Vol. 42, Issue 5
  • DOI: 10.2151/jmsj1923.42.5_330

Aerodynamic torques on rotating oblate spheroids
journal, January 1974


Angular motions of freely falling spheroidal hailstone models
journal, January 1974


Principles and applications of dual-polarization weather radar. Part I: Description of the polarimetric radar variables
journal, November 2013


Principles and applications of dual-polarization weather radar. Part II: Warm- and cold-season applications
journal, November 2013


Freezing of Raindrops in Deep Convective Updrafts: A Microphysical and Polarimetric Model
journal, December 2012

  • Kumjian, Matthew R.; Ganson, Scott M.; Ryzhkov, Alexander V.
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 12
  • DOI: 10.1175/JAS-D-12-067.1

The Anatomy and Physics of Z DR Columns: Investigating a Polarimetric Radar Signature with a Spectral Bin Microphysical Model
journal, July 2014

  • Kumjian, Matthew R.; Khain, Alexander P.; Benmoshe, Nir
  • Journal of Applied Meteorology and Climatology, Vol. 53, Issue 7
  • DOI: 10.1175/JAMC-D-13-0354.1

On the Mechanisms of Rain Formation in an Idealized Supercell Storm
journal, July 2015

  • Kumjian, Matthew R.; Lebo, Zachary J.; Morrison, Hughbert C.
  • Monthly Weather Review, Vol. 143, Issue 7
  • DOI: 10.1175/MWR-D-14-00402.1

Sponginess and Drop Shedding of Gyrating Hailstones in a Pressure-Controlled Icing Wind Tunnel
journal, December 1986


Implementation of a two-moment bulk microphysics scheme to the WRF model to investigate aerosol-cloud interaction
journal, January 2008

  • Li, Guohui; Wang, Yuan; Zhang, Renyi
  • Journal of Geophysical Research, Vol. 113, Issue D15
  • DOI: 10.1029/2007JD009361

Physics of Supercooling of Thin Water Skins Covering Gyrating Hailstones
journal, August 1990


Examination of CCN impacts on hail in a simulated supercell storm with triple-moment hail bulk microphysics
journal, October 2014


Hail in Northeast Italy: A Neural Network Ensemble Forecast Using Sounding-Derived Indices
journal, February 2013


A Bayesian Neural Network for Severe-Hail Size Prediction
journal, October 2001


Estimation of Ice Hydrometeor Types and Shapes from Radar Polarization Measurements
journal, February 1996


On the Use of Radar Depolarization Ratios for Estimating Shapes of Ice Hydrometeors in Winter Clouds
journal, March 2001


Calculation of the amplitude matrix for a nonspherical particle in a fixed orientation
journal, January 2000


Evolution of Snow-Size Spectra in Cyclonic Storms. Part I: Snow Growth by Vapor Deposition and Aggregation
journal, November 1988


Production of secondary ice particles during the growth of graupel by riming
journal, January 1976

  • Mossop, S. C.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 102, Issue 431
  • DOI: 10.1002/qj.49710243104

The Influence of Storm Flow Structure on Hail Growth
journal, August 1983


Simulations of a hailstorm and the impact of CCN using an advanced two-moment cloud microphysical scheme
journal, May 2010


Polarimetric Radar Characteristics of Melting Hail. Part III: Validation of the Algorithm for Hail Size Discrimination
journal, April 2016

  • Ortega, Kiel L.; Krause, John M.; Ryzhkov, Alexander V.
  • Journal of Applied Meteorology and Climatology, Vol. 55, Issue 4
  • DOI: 10.1175/JAMC-D-15-0203.1

The Influence of Time-Dependent Melting on the Dynamics and Precipitation Production in Maritime and Continental Storm Clouds
journal, February 2007

  • Phillips, Vaughan T. J.; Pokrovsky, Andrei; Khain, Alexander
  • Journal of the Atmospheric Sciences, Vol. 64, Issue 2
  • DOI: 10.1175/JAS3832.1

Theory of Time-Dependent Freezing. Part I: Description of Scheme for Wet Growth of Hail
journal, December 2014

  • Phillips, Vaughan T. J.; Khain, Alexander; Benmoshe, Nir
  • Journal of the Atmospheric Sciences, Vol. 71, Issue 12
  • DOI: 10.1175/JAS-D-13-0375.1

Theory of Time-Dependent Freezing. Part II: Scheme for Freezing Raindrops and Simulations by a Cloud Model with Spectral Bin Microphysics
journal, January 2015

  • Phillips, Vaughan T. J.; Khain, Alexander; Benmoshe, Nir
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 1
  • DOI: 10.1175/JAS-D-13-0376.1

A Parameterization of Sticking Efficiency for Collisions of Snow and Graupel with Ice Crystals: Theory and Comparison with Observations*
journal, December 2015

  • Phillips, Vaughan T. J.; Formenton, Marco; Bansemer, Aaron
  • Journal of the Atmospheric Sciences, Vol. 72, Issue 12
  • DOI: 10.1175/JAS-D-14-0096.1

A Dual-Wavelength Polarimetric Analysis of the 16 May 2010 Oklahoma City Extreme Hailstorm
journal, April 2012


Collision Efficiency of Drops in a Wide Range of Reynolds Numbers: Effects of Pressure on Spectrum Evolution
journal, April 2001


Analytical estimation of droplet concentration at cloud base: DROPLET CONCENTRATION AT CLOUD BASE
journal, September 2012

  • Pinsky, M.; Khain, A.; Mazin, I.
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D18
  • DOI: 10.1029/2012JD017753

Melting and Shedding of Graupel and Hail. Part I: Model Physics
journal, October 1987


Evaluation of a 45° Slant Quasi-Linear Radar Polarization State for Distinguishing Drizzle Droplets, Pristine Ice Crystals, and Less Regular Ice Particles
journal, March 2002

  • Reinking, Roger F.; Matrosov, Sergey Y.; Kropfli, Robert A.
  • Journal of Atmospheric and Oceanic Technology, Vol. 19, Issue 3
  • DOI: 10.1175/1520-0426-19.3.296

Flood or Drought: How Do Aerosols Affect Precipitation?
journal, September 2008


On the Rotation and Propagation of Simulated Supercell Thunderstorms
journal, February 1985


Polarimetric Radar Observation Operator for a Cloud Model with Spectral Microphysics
journal, April 2011

  • Ryzhkov, A.; Pinsky, M.; Pokrovsky, A.
  • Journal of Applied Meteorology and Climatology, Vol. 50, Issue 4
  • DOI: 10.1175/2010JAMC2363.1

Polarimetric Radar Characteristics of Melting Hail. Part I: Theoretical Simulations Using Spectral Microphysical Modeling
journal, December 2013

  • Ryzhkov, Alexander V.; Kumjian, Matthew R.; Ganson, Scott M.
  • Journal of Applied Meteorology and Climatology, Vol. 52, Issue 12
  • DOI: 10.1175/JAMC-D-13-073.1

Possible Effects of Collisional Breakup on Mixed-Phase Deep Convection Simulated by a Spectral (Bin) Cloud Model
journal, June 2005

  • Seifert, Axel; Khain, Alexander; Blahak, Ulrich
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 6
  • DOI: 10.1175/JAS3432.1

A comparison of spectral bin and two-moment bulk mixed-phase cloud microphysics
journal, April 2006


A Z DR Column Detection Algorithm to Examine Convective Storm Updrafts
journal, December 2015

  • Snyder, Jeffrey C.; Ryzhkov, Alexander V.; Kumjian, Matthew R.
  • Weather and Forecasting, Vol. 30, Issue 6
  • DOI: 10.1175/WAF-D-15-0068.1

Size Distribution of Raindrops Generated by their Breakup and Coalescence
journal, April 1971


Gyrational motion of disks during free-fall
journal, January 1983


Modeling Aerosol Impacts on Convective Storms in Different Environments
journal, December 2010

  • Storer, Rachel L.; van den Heever, Susan C.; Stephens, Graeme L.
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 12
  • DOI: 10.1175/2010JAS3363.1

Numerical Investigation of Collision-Induced Breakup of Raindrops. Part II: Parameterizations of Coalescence Efficiencies and Fragment Size Distributions
journal, March 2010

  • Straub, Winfried; Beheng, Klaus Dieter; Seifert, Axel
  • Journal of the Atmospheric Sciences, Vol. 67, Issue 3
  • DOI: 10.1175/2009JAS3175.1

Vapor Diffusional Growth of Free-Falling Snow Crystals between -3 and -23°C [自由落下状態での雪結晶の気相成長]
journal, January 1991

  • Takahashi, Tsuneya; Endoh, Tatsuo; Wakahama, Gorow
  • Journal of the Meteorological Society of Japan. Ser. II, Vol. 69, Issue 1
  • DOI: 10.2151/jmsj1965.69.1_15

The 29 June 2000 Supercell Observed during STEPS. Part I: Kinematics and Microphysics
journal, December 2005

  • Tessendorf, Sarah A.; Miller, L. Jay; Wiens, Kyle C.
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 12
  • DOI: 10.1175/JAS3585.1

The Evolution of Raindrop Spectra. Part II: Collisional Collection/Breakup and Evaporation in a Rainshaft
journal, November 1989


Freezing Rate Due to Heterogeneous Nucleation
journal, July 1994


Polarimetric Variability of Classic Supercell Storms as a Function of Environment
journal, September 2016

  • Van Den Broeke, Matthew S.
  • Journal of Applied Meteorology and Climatology, Vol. 55, Issue 9
  • DOI: 10.1175/JAMC-D-15-0346.1

If cannons cannot fight hail, what else? [If cannons cannot fight hail, what else?]
journal, December 2006


Hail Growth in an Oklahoma Multicell Storm
journal, July 1983


Works referencing / citing this record:

Polarimetric Radar Convective Cell Tracking Reveals Large Sensitivity of Cloud Precipitation and Electrification Properties to CCN
journal, November 2019

  • Hu, Jiaxi; Rosenfeld, Daniel; Ryzhkov, Alexander
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 22
  • DOI: 10.1029/2019jd030857

Effects of Sea Spray on Microphysics and Intensity of Deep Convective Clouds Under Strong Winds
journal, August 2019

  • Shpund, J.; Khain, A.; Rosenfeld, D.
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 16
  • DOI: 10.1029/2018jd029893