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Title: Graupel and Hail Identification Algorithm for the Dual-frequency Precipitation Radar (DPR) on the GPM Core Satellite

Journal Article · · Journal of the Meteorological Society of Japan
 [1];  [1]
  1. Colorado State Univ., Fort Collins, CO (United States)

Precipitation consists of many types of hydrometeors, such as raindrops, ice crystals, graupel, and hail. Due to their impacts, graupel and hail (GH) have received particular attention in the literature. Global Precipitation Measurement (GPM) dual-frequency radar (DPR) has proved to be a very reliable system for global precipitation retrievals. This paper aims to develop a GH identification algorithm for GPM DPR. This algorithm is constructed using a precipitation type index (PTI) defined for DPR. The PTI is effective in separating hydrometeor types and is calculated using measurements of reflectivity, dual-frequency ratio, and storm top height data. The output of the algorithm is a Boolean product representing the existence of graupel or hail along with the vertical profile for each Ku- and Ka-band matched footprint. Cross validation is performed with the Weather Service Radar (WSR-88D) network over continental United States as well as during the Remote sensing of Electrification, Lightning, and Mesoscale/Microscale Processes with Adaptive Ground Observations (RELAMPAGO) experiment. Evaluation of the GH identification algorithm is performed on a global basis, which illustrates promising comparisons with the global lightning and hail precipitation maps generated using radar and radiometer.

Research Organization:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Aeronautics and Space Administration (NASA)
Contributing Organization:
PNNL, BNL, ANL, ORNL
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1772904
Journal Information:
Journal of the Meteorological Society of Japan, Vol. 99, Issue 1; ISSN 0026-1165
Publisher:
Meteorological Society of JapanCopyright Statement
Country of Publication:
United States
Language:
English

References (18)

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From TRMM to GPM: How well can heavy rainfall be detected from space? journal February 2016
Passive Microwave Brightness Temperatures as Proxies for Hailstorms journal June 2009
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Improving an Extreme Rainfall Detection System with GPM IMERG data journal March 2019
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A Semisupervised Robust Hydrometeor Classification Method for Dual-Polarization Radar Applications journal January 2015
4-year Climatology of Global Drop Size Distribution and its Seasonal Variability Observed by Spaceborne Dual-frequency Precipitation Radar journal January 2020
Performance of the Hail Differential Reflectivity (HDR) Polarimetric Radar Hail Indicator journal August 2007
Detection of Intense Ice Precipitation with GPM/DPR journal March 2018
The relationship between lightning activity and ice fluxes in thunderstorms journal January 2008
Hydrometeor Profile Characterization Method for Dual-Frequency Precipitation Radar Onboard the GPM journal June 2013
The Global Precipitation Measurement Mission journal May 2014
The Detection of Mesoscale Convective Systems by the GPM Ku-Band Spaceborne Radar journal January 2019
Precipitation Type Classification Method for Dual-Frequency Precipitation Radar (DPR) Onboard the GPM journal March 2013
An Algorithm to Identify Surface Snowfall From GPM DPR Observations journal July 2017
Hail-Detection Algorithm for the GPM Core Observatory Satellite Sensors journal July 2017
Multiple-Scattering-Induced “Ghost Echoes” in GPM DPR Observations of a Tornadic Supercell journal August 2016

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