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

Title: Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China

Abstract

Instrumentation limitations on measured raindrop size distributions (DSDs) and their derived relations and physical parameters are studied through a comparison of the DSD measurements during mei-yu season in east China by four collocated instruments, that is, a two-dimensional video disdrometer (2DVD), a vertically pointing Micro Rain Radar (MRR), and two laser-optical OTT Particle Size Velocity (PARSIVEL) disdrometers (first generation: OTT-1; second generation: OTT-2). Among the four instruments, the 2DVD provides the most accurate DSD and drop velocity measurements, so its measured rainfall amount has the best agreement with the reference rain gauge. Other instruments tend to miss more small drops (D < 1 mm), leading to inaccurate DSDs and a lower rainfall amount. The low rainfall estimation becomes significant during heavy rainfall. The impacts of instrument limitations on the microphysical processes (e.g., evaporation and accretion rates) and convective storm morphology are evaluated. This is important especially for mei-yu precipitation, which is dominated by a high concentration of small drops. Furthermore, the instrument limitations need to be taken into account in both QPE and microphysics parameterization.

Authors:
 [1];  [2];  [3];  [4];  [4]
  1. Nanjing Univ., Nanjing (China); Xichang Satellite Launch Center, Xichang (China)
  2. Nanjing Univ., Nanjing (China); Chinese Academy of Meteorological Sciences, Beijing (China)
  3. Nanjing Univ., Nanjing (China); Univ. of Oklahoma, Norman, OK (United States)
  4. Nanjing Univ., Nanjing (China)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Org.:
USDOE
OSTI Identifier:
1524070
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Atmospheric and Oceanic Technology
Additional Journal Information:
Journal Volume: 34; Journal Issue: 5; Journal ID: ISSN 0739-0572
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
47 OTHER INSTRUMENTATION; Precipitation; Summer/warm season; Drop size distribution; Instrumentation/sensors; Remote sensing; Surface observations

Citation Formats

Wen, Long, Zhao, Kun, Zhang, Guifu, Liu, Su, and Chen, Gang. Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China. United States: N. p., 2017. Web. doi:10.1175/JTECH-D-16-0225.1.
Wen, Long, Zhao, Kun, Zhang, Guifu, Liu, Su, & Chen, Gang. Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China. United States. https://doi.org/10.1175/JTECH-D-16-0225.1
Wen, Long, Zhao, Kun, Zhang, Guifu, Liu, Su, and Chen, Gang. Wed . "Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China". United States. https://doi.org/10.1175/JTECH-D-16-0225.1. https://www.osti.gov/servlets/purl/1524070.
@article{osti_1524070,
title = {Impacts of Instrument Limitations on Estimated Raindrop Size Distribution, Radar Parameters, and Model Microphysics during Mei-Yu Season in East China},
author = {Wen, Long and Zhao, Kun and Zhang, Guifu and Liu, Su and Chen, Gang},
abstractNote = {Instrumentation limitations on measured raindrop size distributions (DSDs) and their derived relations and physical parameters are studied through a comparison of the DSD measurements during mei-yu season in east China by four collocated instruments, that is, a two-dimensional video disdrometer (2DVD), a vertically pointing Micro Rain Radar (MRR), and two laser-optical OTT Particle Size Velocity (PARSIVEL) disdrometers (first generation: OTT-1; second generation: OTT-2). Among the four instruments, the 2DVD provides the most accurate DSD and drop velocity measurements, so its measured rainfall amount has the best agreement with the reference rain gauge. Other instruments tend to miss more small drops (D < 1 mm), leading to inaccurate DSDs and a lower rainfall amount. The low rainfall estimation becomes significant during heavy rainfall. The impacts of instrument limitations on the microphysical processes (e.g., evaporation and accretion rates) and convective storm morphology are evaluated. This is important especially for mei-yu precipitation, which is dominated by a high concentration of small drops. Furthermore, the instrument limitations need to be taken into account in both QPE and microphysics parameterization.},
doi = {10.1175/JTECH-D-16-0225.1},
journal = {Journal of Atmospheric and Oceanic Technology},
number = 5,
volume = 34,
place = {United States},
year = {Wed May 03 00:00:00 EDT 2017},
month = {Wed May 03 00:00:00 EDT 2017}
}

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

Citation Metrics:
Cited by: 42 works
Citation information provided by
Web of Science

Figures / Tables:

FIG. 1 FIG. 1: Field view of the Jiangning site (JN), displaying the relative positions of theMRR,OTT-1 andOTT-2, and the 2DVD. (inset) Local topography around the JN site.

Save / Share:

Works referenced in this record:

Comparison of different fittings of drop spectra for rainfall retrievals
journal, September 2015


Doppler radar characteristics of precipitation at vertical incidence
journal, January 1973


PARSIVEL Snow Observations: A Critical Assessment
journal, February 2010

  • Battaglia, Alessandro; Rustemeier, Elke; Tokay, Ali
  • Journal of Atmospheric and Oceanic Technology, Vol. 27, Issue 2
  • DOI: 10.1175/2009JTECHA1332.1

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

Errors in Estimating Raindrop Size Distribution Parameters Employing Disdrometer and Simulated Raindrop Spectra
journal, February 2009

  • Cao, Qing; Zhang, Guifu
  • Journal of Applied Meteorology and Climatology, Vol. 48, Issue 2
  • DOI: 10.1175/2008JAMC2026.1

Analysis of Video Disdrometer and Polarimetric Radar Data to Characterize Rain Microphysics in Oklahoma
journal, August 2008

  • Cao, Qing; Zhang, Guifu; Brandes, Edward
  • Journal of Applied Meteorology and Climatology, Vol. 47, Issue 8
  • DOI: 10.1175/2008JAMC1732.1

Statistical Characteristics of Raindrop Size Distribution in the Meiyu Season Observed in Eastern China
journal, January 2013

  • Chen, Baojun; Yang, Jun; Pu, Jiangping
  • Journal of the Meteorological Society of Japan. Ser. II, Vol. 91, Issue 2
  • DOI: 10.2151/jmsj.2013-208

The East Asian summer monsoon: an overview
journal, June 2005


Precipitation Uncertainty Due to Variations in Precipitation Particle Parameters within a Simple Microphysics Scheme
journal, November 2004

  • Gilmore, Matthew S.; Straka, Jerry M.; Rasmussen, Erik N.
  • Monthly Weather Review, Vol. 132, Issue 11
  • DOI: 10.1175/MWR2810.1

Sampling Errors of Tipping-Bucket Rain Gauge Measurements
journal, April 2001


A network of disdrometers to quantify the small-scale variability of the raindrop size distribution: A NETWORK OF 16 DISDROMETERS
journal, March 2011

  • Jaffrain, Joël; Studzinski, André; Berne, Alexis
  • Water Resources Research, Vol. 47, Issue 3
  • DOI: 10.1029/2010WR009872

L-Moment Estimators as Applied to Gamma Drop Size Distributions
journal, December 2008

  • Kliche, Donna V.; Smith, Paul L.; Johnson, Roger W.
  • Journal of Applied Meteorology and Climatology, Vol. 47, Issue 12
  • DOI: 10.1175/2008JAMC1936.1

DEVEX-disdrometer evaluation experiment: Basic results and implications for hydrologic studies
journal, February 2006


Variability of Drop Size Distributions: Time-Scale Dependence of the Variability and Its Effects on Rain Estimation
journal, February 2005

  • Lee, Gyu Won; Zawadzki, Isztar
  • Journal of Applied Meteorology and Climatology, Vol. 44, Issue 2
  • DOI: 10.1175/JAM2183.1

Estimation of Gamma Raindrop Size Distribution Parameters: Statistical Fluctuations and Estimation Errors
journal, August 2009

  • Mallet, Cécile; Barthes, Laurent
  • Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 8
  • DOI: 10.1175/2009JTECHA1199.1

A Multimoment Bulk Microphysics Parameterization. Part III: Control Simulation of a Hailstorm
journal, December 2006

  • Milbrandt, J. A.; Yau, M. K.
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 12
  • DOI: 10.1175/JAS3816.1

A Multimoment Bulk Microphysics Parameterization. Part IV: Sensitivity Experiments
journal, December 2006

  • Milbrandt, J. A.; Yau, M. K.
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 12
  • DOI: 10.1175/JAS3817.1

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
  • DOI: 10.1175/JAM2316.1

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
  • DOI: 10.1175/2009JTECHA1342.1

Correction of raindrop size distributions measured by Parsivel disdrometers, using a two-dimensional video disdrometer as a reference
journal, January 2015


Assessment of different raindrop size measuring techniques: Inter-comparison of Doppler radar, impact and optical disdrometer
journal, June 2015


The Bias in Moment Estimators for Parameters of Drop Size Distribution Functions: Sampling from Exponential Distributions
journal, August 2005

  • Smith, Paul L.; Kliche, Donna V.
  • Journal of Applied Meteorology, Vol. 44, Issue 8
  • DOI: 10.1175/JAM2258.1

The Bias and Error in Moment Estimators for Parameters of Drop Size Distribution Functions: Sampling from Gamma Distributions
journal, October 2009

  • Smith, Paul L.; Kliche, Donna V.; Johnson, Roger W.
  • Journal of Applied Meteorology and Climatology, Vol. 48, Issue 10
  • DOI: 10.1175/2009JAMC2114.1

Effects of microphysical drop size distribution on tornadogenesis in supercell thunderstorms
journal, January 2008

  • Snook, Nathan; Xue, Ming
  • Geophysical Research Letters, Vol. 35, Issue 24
  • DOI: 10.1029/2008GL035866

Drop Axis Ratios from a 2D Video Disdrometer
journal, July 2005

  • Thurai, Merhala; Bringi, V. N.
  • Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 7
  • DOI: 10.1175/JTECH1767.1

Drop size distribution comparisons between Parsivel and 2-D video disdrometers
journal, January 2011


An Experimental Study of Small-Scale Variability of Raindrop Size Distribution
journal, November 2010

  • Tokay, Ali; Bashor, Paul G.
  • Journal of Applied Meteorology and Climatology, Vol. 49, Issue 11
  • DOI: 10.1175/2010JAMC2269.1

A Field Study of Reflectivity and Z–R Relations Using Vertically Pointing Radars and Disdrometers
journal, June 2009

  • Tokay, Ali; Hartmann, Peter; Battaglia, Alessandro
  • Journal of Atmospheric and Oceanic Technology, Vol. 26, Issue 6
  • DOI: 10.1175/2008JTECHA1163.1

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
  • DOI: 10.1175/JTECH-D-12-00163.1

Evaluation of the New Version of the Laser-Optical Disdrometer, OTT Parsivel 2
journal, June 2014

  • Tokay, Ali; Wolff, David B.; Petersen, Walter A.
  • Journal of Atmospheric and Oceanic Technology, Vol. 31, Issue 6
  • DOI: 10.1175/JTECH-D-13-00174.1

A method for estimating rain rate and drop size distribution from polarimetric radar measurements
journal, April 2001

  • Zhang, G.; Vivekanandan, J.; Brandes, E.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 39, Issue 4
  • DOI: 10.1109/36.917906

Improving Parameterization of Rain Microphysics with Disdrometer and Radar Observations
journal, April 2006

  • Zhang, Guifu; Sun, Juanzhen; Brandes, Edward A.
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 4
  • DOI: 10.1175/JAS3680.1

Sensitivities of tornadogenesis to drop size distribution in a simulated subtropical supercell over eastern China
journal, April 2014


Works referencing / citing this record:

Characterization of Different Rainfall Types from Surface Observations Over a Tropical Location
journal, October 2019

  • Sisodiya, Anshul; Pattnaik, Sandeep; Baisya, Himadri
  • Pure and Applied Geophysics, Vol. 177, Issue 2
  • DOI: 10.1007/s00024-019-02338-6

Seasonal Variations of Observed Raindrop Size Distribution in East China
journal, January 2019


Variable Raindrop Size Distributions in Different Rainbands Associated With Typhoon Fitow (2013)
journal, November 2019

  • Bao, Xuwei; Wu, Liguang; Tang, Bi
  • Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 22
  • DOI: 10.1029/2019jd030268

Statistical characteristics of raindrop size distribution during rainy seasons in the Beijing urban area and implications for radar rainfall estimation
journal, January 2019

  • Ma, Yu; Ni, Guangheng; Chandra, Chandrasekar V.
  • Hydrology and Earth System Sciences, Vol. 23, Issue 10
  • DOI: 10.5194/hess-23-4153-2019