Rain retrieval from dual-frequency radar Doppler spectra: validation and potential for a midlatitude precipitating case-study
Abstract
A recently developed technique retrieving the binned raindrop size distributions (DSDs) and air state parameters from ground-based Ka and W-band radars Doppler spectra profiles is improved and applied to a typical midlatitude rain event. The retrievals are thoroughly validated against DSD observations of a 2D video disdrometer and independent X-band observations. Here for this case-study, profiles of rain rate, R, mean volume diameter and concentration parameter are retrieved, with low bias and standard deviations. In light rain (0.1 < R < 1 mm h-1), the radar reflectivities must be calibrated with a collocated disdrometer which introduces random errors due to sampling mismatch between the two instruments. The best performances are obtained in moderate rain (1 < R < 20 mm h-1) where the retrieval is providing self-consistent estimates of the absolute calibration and of the attenuation caused by antenna or radome wetness for both radars.
- Authors:
-
[1];
[2];
- Univ. of Leicester (United Kingdom). Dept. of Physics and Astronomy
- Univ. of Leicester (United Kingdom). Dept. of Physics and Astronomy; Univ. of Leicester (United Kingdom). Natural Environment Research Council (NERC), National Centre for Earth Observation (NCEO)
- Brookhaven National Lab. (BNL), Upton, NY (United States). Atmospheric Sciences Division
- Stony Brook Univ., NY (United States). School of Marine and Atmospheric Sciences
- Publication Date:
- Research Org.:
- Brookhaven National Laboratory (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES)
- OSTI Identifier:
- 1376170
- Report Number(s):
- BNL-114145-2017-JA
Journal ID: ISSN 0035-9009; R&D Project: 2016-BNL-EE630EECA-Budg; KP1701000
- Grant/Contract Number:
- SC0012704; NE/L007169/1
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Quarterly Journal of the Royal Meteorological Society
- Additional Journal Information:
- Journal Volume: 143; Journal Issue: 704; Journal ID: ISSN 0035-9009
- Publisher:
- Royal Meteorological Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; drop size distribution; rain microphysics; midlatitude precipitation; dual-wavelength radar
Citation Formats
Tridon, F., Battaglia, A., Luke, E., and Kollias, P. Rain retrieval from dual-frequency radar Doppler spectra: validation and potential for a midlatitude precipitating case-study. United States: N. p., 2017.
Web. doi:10.1002/qj.3010.
Tridon, F., Battaglia, A., Luke, E., & Kollias, P. Rain retrieval from dual-frequency radar Doppler spectra: validation and potential for a midlatitude precipitating case-study. United States. https://doi.org/10.1002/qj.3010
Tridon, F., Battaglia, A., Luke, E., and Kollias, P. Fri .
"Rain retrieval from dual-frequency radar Doppler spectra: validation and potential for a midlatitude precipitating case-study". United States. https://doi.org/10.1002/qj.3010. https://www.osti.gov/servlets/purl/1376170.
@article{osti_1376170,
title = {Rain retrieval from dual-frequency radar Doppler spectra: validation and potential for a midlatitude precipitating case-study},
author = {Tridon, F. and Battaglia, A. and Luke, E. and Kollias, P.},
abstractNote = {A recently developed technique retrieving the binned raindrop size distributions (DSDs) and air state parameters from ground-based Ka and W-band radars Doppler spectra profiles is improved and applied to a typical midlatitude rain event. The retrievals are thoroughly validated against DSD observations of a 2D video disdrometer and independent X-band observations. Here for this case-study, profiles of rain rate, R, mean volume diameter and concentration parameter are retrieved, with low bias and standard deviations. In light rain (0.1 < R < 1 mm h-1), the radar reflectivities must be calibrated with a collocated disdrometer which introduces random errors due to sampling mismatch between the two instruments. The best performances are obtained in moderate rain (1 < R < 20 mm h-1) where the retrieval is providing self-consistent estimates of the absolute calibration and of the attenuation caused by antenna or radome wetness for both radars.},
doi = {10.1002/qj.3010},
journal = {Quarterly Journal of the Royal Meteorological Society},
number = 704,
volume = 143,
place = {United States},
year = {Fri Jan 27 00:00:00 EST 2017},
month = {Fri Jan 27 00:00:00 EST 2017}
}
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Works referenced in this record:
Estimation of Rain Intensity Spectra over the Continental United States Using Ground Radar–Gauge Measurements
journal, March 2012
- Lin, Xin; Hou, Arthur Y.
- Journal of Climate, Vol. 25, Issue 6
Stratocumulus Liquid Water Content from Dual-Wavelength Radar
journal, August 2005
- Hogan, Robin J.; Gaussiat, Nicolas; Illingworth, Anthony J.
- Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 8
Why Mie?: Accurate Observations of Vertical Air Velocities and Raindrops Using a Cloud Radar
journal, October 2002
- Kollias, Pavlos; Albrecht, B. A.; Marks, F.
- Bulletin of the American Meteorological Society, Vol. 83, Issue 10
Rain Attenuation of Radar Echoes Considering Finite-Range Resolution and Using Drop Size Distributions
journal, May 2010
- Peters, Gerhard; Fischer, Bernd; Clemens, Marco
- Journal of Atmospheric and Oceanic Technology, Vol. 27, Issue 5
G band atmospheric radars: new frontiers in cloud physics
journal, January 2014
- Battaglia, A.; Westbrook, C. D.; Kneifel, S.
- Atmospheric Measurement Techniques, Vol. 7, Issue 6
Profiles of Raindrop Size Distributions as Retrieved by Microrain Radars
journal, December 2005
- Peters, Gerhard; Fischer, Bernd; Münster, Hans
- Journal of Applied Meteorology, Vol. 44, Issue 12
Characteristic Raindrop Size Retrievals from Measurements of Differences in Vertical Doppler Velocities at Ka- and W-Band Radar Frequencies
journal, January 2017
- Matrosov, Sergey Y.
- Journal of Atmospheric and Oceanic Technology, Vol. 34, Issue 1
Automated rain rate estimates using the Ka-band ARM zenith radar (KAZR)
journal, January 2015
- Chandra, A.; Zhang, C.; Kollias, P.
- Atmospheric Measurement Techniques, Vol. 8, Issue 9
Characterization of Vertical Velocity and Drop Size Distribution Parameters in Widespread Precipitation at ARM Facilities
journal, February 2012
- Giangrande, Scott E.; Luke, Edward P.; Kollias, Pavlos
- Journal of Applied Meteorology and Climatology, Vol. 51, Issue 2
Disentangling Mie and attenuation effects in rain using a Ka -W dual-wavelength Doppler spectral ratio technique
journal, October 2013
- Tridon, Frédéric; Battaglia, Alessandro; Kollias, Pavlos
- Geophysical Research Letters, Vol. 40, Issue 20, p. 5548-5552
Automated Retrievals of Precipitation Parameters Using Non-Rayleigh Scattering at 95 GHz
journal, September 2010
- Giangrande, Scott E.; Luke, Edward P.; Kollias, Pavlos
- Journal of Atmospheric and Oceanic Technology, Vol. 27, Issue 9
A Climatology of Disdrometer Measurements of Rainfall in Finland over Five Years with Implications for Global Radar Observations
journal, February 2012
- Leinonen, Jussi; Moisseev, Dmitri; Leskinen, Matti
- Journal of Applied Meteorology and Climatology, Vol. 51, Issue 2
Using Dual-Polarized Radar and Dual-Frequency Profiler for DSD Characterization: A Case Study from Darwin, Australia
journal, October 2009
- Bringi, V. N.; Williams, C. R.; Thurai, M.
- Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 10
The Impact of Evaporation on Polarimetric Characteristics of Rain: Theoretical Model and Practical Implications
journal, June 2010
- Kumjian, Matthew R.; Ryzhkov, Alexander V.
- Journal of Applied Meteorology and Climatology, Vol. 49, Issue 6
Monitoring the Reflectivity Calibration of a Scanning Radar Using a Profiling Radar and a Disdrometer
journal, July 2005
- Williams, Christopher R.; Gage, Kenneth S.; Clark, Wallace
- Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 7
Inverse Methods for Atmospheric Sounding: Theory and Practice
book, July 2000
- Rodgers, Clive D.
- Series on Atmospheric, Oceanic and Planetary Physics, Vol. 2
An Intercomparison of Model Simulations and VPR Estimates of the Vertical Structure of Warm Stratiform Rainfall during TWP-ICE
journal, November 2008
- Prat, Olivier P.; Barros, Ana P.; Williams, Christopher R.
- Journal of Applied Meteorology and Climatology, Vol. 47, Issue 11
Attenuation-Based Estimates of Rainfall Rates Aloft with Vertically Pointing K a -Band Radars
journal, January 2005
- Matrosov, Sergey Y.
- Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 1
A Variational Method to Retrieve the Extinction Profile in Liquid Clouds Using Multiple-Field-of-View Lidar
journal, February 2012
- Pounder, Nicola L.; Hogan, Robin J.; Várnai, Tamás
- Journal of Applied Meteorology and Climatology, Vol. 51, Issue 2
Comparison of Raindrop Size Distribution Measurements by Collocated Disdrometers
journal, August 2013
- Tokay, Ali; Petersen, Walter A.; Gatlin, Patrick
- Journal of Atmospheric and Oceanic Technology, Vol. 30, Issue 8
The Impact of Raindrop Collisional Processes on the Polarimetric Radar Variables
journal, August 2014
- Kumjian, Matthew R.; Prat, Olivier P.
- Journal of the Atmospheric Sciences, Vol. 71, Issue 8
Comparison of Two-Moment Bulk Microphysics Schemes in Idealized Supercell Thunderstorm Simulations
journal, April 2011
- Morrison, Hugh; Milbrandt, Jason
- Monthly Weather Review, Vol. 139, Issue 4
Differential Doppler Velocity: A Radar Parameter for Characterizing Hydrometeor Size Distributions
journal, June 1997
- Wilson, Damian R.; Illingworth, Anthony J.; Blackman, T. Mark
- Journal of Applied Meteorology, Vol. 36, Issue 6
An Initial Assessment of the Surface Reference Technique Applied to Data from the Dual-Frequency Precipitation Radar (DPR) on the GPM Satellite
journal, December 2015
- Meneghini, Robert; Kim, Hyokyung; Liao, Liang
- Journal of Atmospheric and Oceanic Technology, Vol. 32, Issue 12
Examining the correlations between drop size distribution parameters using data from two side-by-side 2D-video disdrometers
journal, July 2014
- Thurai, M.; Williams, C. R.; Bringi, V. N.
- Atmospheric Research, Vol. 144
Reflectivity and Liquid Water Content Vertical Decomposition Diagrams to Diagnose Vertical Evolution of Raindrop Size Distributions
journal, March 2016
- Williams, Christopher R.
- Journal of Atmospheric and Oceanic Technology, Vol. 33, Issue 3
Doppler radar characteristics of precipitation at vertical incidence
journal, January 1973
- Atlas, D.; Srivastava, R. C.; Sekhon, R. S.
- Reviews of Geophysics, Vol. 11, Issue 1
The Global Precipitation Measurement Mission
journal, May 2014
- Hou, Arthur Y.; Kakar, Ramesh K.; Neeck, Steven
- Bulletin of the American Meteorological Society, Vol. 95, Issue 5
The Arm Climate Research Facility: A Review of Structure and Capabilities
journal, March 2013
- Mather, James H.; Voyles, Jimmy W.
- Bulletin of the American Meteorological Society, Vol. 94, Issue 3
Water vapor microwave continuum absorption: A comparison of measurements and models
journal, July 1998
- Rosenkranz, Philip W.
- Radio Science, Vol. 33, Issue 4
The effect of raindrop clustering on collision-induced break-up of raindrops
journal, July 2004
- McFarquhar, Greg M.
- Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 601
First observations of triple-frequency radar Doppler spectra in snowfall: Interpretation and applications: TRIPLE-FREQUENCY SPECTRA OF SNOWFALL
journal, March 2016
- Kneifel, S.; Kollias, P.; Battaglia, A.
- Geophysical Research Letters, Vol. 43, Issue 5
Sensitivity of a Simulated Midlatitude Squall Line to Parameterization of Raindrop Breakup
journal, August 2012
- Morrison, Hugh; Tessendorf, Sarah A.; Ikeda, Kyoko
- Monthly Weather Review, Vol. 140, Issue 8
BAECC: A Field Campaign to Elucidate the Impact of Biogenic Aerosols on Clouds and Climate
journal, October 2016
- Petäjä, Tuukka; O’Connor, Ewan J.; Moisseev, Dmitri
- Bulletin of the American Meteorological Society, Vol. 97, Issue 10
A New Model for the Equilibrium Shape of Raindrops
journal, June 1987
- Beard, Kenneth V.; Chuang, Catherine
- Journal of the Atmospheric Sciences, Vol. 44, Issue 11
On the unified estimation of turbulence eddy dissipation rate using Doppler cloud radars and lidars: Radar and Lidar Turbulence Estimation
journal, May 2016
- Borque, Paloma; Luke, Edward; Kollias, Pavlos
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 10
Drop-Size Distribution Characteristics in Tropical Mesoscale Convective Systems
journal, June 2000
- Cifelli, Robert; Williams, Christopher R.; Rajopadhyaya, Deepak K.
- Journal of Applied Meteorology, Vol. 39, Issue 6
Profiler Contributions to Tropical Rainfall Measuring Mission (TRMM) Ground Validation Field Campaigns
journal, June 2002
- Gage, Kenneth S.; Williams, Christopher R.; Clark, Wallace L.
- Journal of Atmospheric and Oceanic Technology, Vol. 19, Issue 6
Absolute Calibration of 94/95-GHz Radars Using Rain
journal, April 2003
- Hogan, Robin J.; Bouniol, Dominique; Ladd, Darcy N.
- Journal of Atmospheric and Oceanic Technology, Vol. 20, Issue 4
Two-Dimensional Video Disdrometer: A Description
journal, May 2002
- Kruger, Anton; Krajewski, Witold F.
- Journal of Atmospheric and Oceanic Technology, Vol. 19, Issue 5
Attenuation and Scattering of Millimeter Wavelength Radiation by Clouds and Precipitation
journal, June 1990
- Lhermitte, Roger
- Journal of Atmospheric and Oceanic Technology, Vol. 7, Issue 3
An Analytical Solution for Raindrop Evaporation and Its Application to Radar Rainfall Measurements
journal, September 2001
- Li, Xiaowen; Srivastava, Ramesh C.
- Journal of Applied Meteorology, Vol. 40, Issue 9
Snowfall Measurements by Proposed European GPM Mission
book, January 2007
- Mugnai, Alberto; Michele, Sabatino Di; Smith, Eric A.
- Measuring Precipitation From Space
Estimation of Rainfall Drop Size Distributions from Dual-Frequency Wind Profiler Spectra Using Deconvolution and a Nonlinear Least Squares Fitting Technique
journal, June 2002
- Schafer, Robert; Avery, Susan; May, Peter
- Journal of Atmospheric and Oceanic Technology, Vol. 19, Issue 6
The Concept of “Normalized” Distribution to Describe Raindrop Spectra: A Tool for Cloud Physics and Cloud Remote Sensing
journal, June 2001
- Testud, Jacques; Oury, Stéphane; Black, Robert A.
- Journal of Applied Meteorology, Vol. 40, Issue 6
Dual-frequency radar Doppler spectral retrieval of rain drop size distributions and entangled dynamics variables
journal, May 2015
- Tridon, F.; Battaglia, A.
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 11, p. 5585-5601
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- Barrett, A. I.; Westbrook, C. D.; Nicol, J. C.
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- Atmospheric Measurement Techniques, Vol. 12, Issue 6
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- Tian, Jingjing; Dong, Xiquan; Xi, Baike
- Atmospheric Measurement Techniques, Vol. 12, Issue 7
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journal, January 2019
- Barrett, Andrew I.; Westbrook, Christopher D.; Nicol, John C.
- Atmospheric Chemistry and Physics, Vol. 19, Issue 8
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journal, January 2019
- Dias Neto, José; Kneifel, Stefan; Ori, Davide
- Earth System Science Data, Vol. 11, Issue 2
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text, January 2019
- Dias Neto, José; Kneifel, Stefan; Ori, Davide
- Karlsruhe