Retrievals of ice cloud microphysical properties of deep convective systems using radar measurements

Jingjing Tian, Xiquan Dong, Baike Xi, Jingyu Wang, Cameron R. Homeyer, Greg M. McFarquhar, Jiwen Fan

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

This study presents newly developed algorithms for retrieving ice cloud microphysical properties (ice water content (IWC) and median mass diameter (D m )) for the stratiform rain and thick anvil regions of deep convective systems (DCSs) using Next Generation Radar (NEXRAD) reflectivity and empirical relationships from aircraft in situ measurements. A typical DCS case (20 May 2011) during the Midlatitude Continental Convective Clouds Experiment (MC3E) is selected as an example to demonstrate the 4-D retrievals. The vertical distributions of retrieved IWC are compared with previous studies and cloud-resolving model simulations. The statistics from six selected cases during MC3E show that the aircraft in situ derived IWC and D m are 0.47 ± 0.29 g m -3 and 2.02 ± 1.3 mm, while the mean values of retrievals have a positive bias of 0.19 g m -3 (40%) and negative bias of 0.41 mm (20%), respectively. To evaluate the new retrieval algorithms, IWC and D m are retrieved for other DCSs observed during the Bow Echo and Mesoscale Convective Vortex Experiment (BAMEX) using NEXRAD reflectivity and compared with aircraft in situ measurements. During BAMEX, a total of 63, 1 min collocated aircraft and radar samples are available for comparisons, and the averages of radar retrieved and aircraft in situ measured IWC values are 1.52 g m -3 and 1.25 g m -3 with a correlation of 0.55, and their averaged D m values are 2.08 and 1.77 mm. In general, the new retrieval algorithms are suitable for continental DCSs during BAMEX, especially within stratiform rain and thick anvil regions.

Original languageEnglish (US)
Pages (from-to)10,820-10,839
JournalJournal of Geophysical Research
Volume121
Issue number18
DOIs
StatePublished - Jan 1 2016
Externally publishedYes

Fingerprint

ice clouds
Radar measurement
radar measurement
radar
convective system
Ice
aircraft
moisture content
retrieval
ice
Water content
water content
Aircraft
Radar
rain
anvils
in situ measurement
reflectivity
Rain
reflectance

ASJC Scopus subject areas

  • Geophysics
  • Forestry
  • Oceanography
  • Aquatic Science
  • Ecology
  • Water Science and Technology
  • Soil Science
  • Geochemistry and Petrology
  • Earth-Surface Processes
  • Atmospheric Science
  • Space and Planetary Science
  • Earth and Planetary Sciences (miscellaneous)
  • Palaeontology

Cite this

Retrievals of ice cloud microphysical properties of deep convective systems using radar measurements. / Tian, Jingjing; Dong, Xiquan; Xi, Baike; Wang, Jingyu; Homeyer, Cameron R.; McFarquhar, Greg M.; Fan, Jiwen.

In: Journal of Geophysical Research, Vol. 121, No. 18, 01.01.2016, p. 10,820-10,839.

Research output: Contribution to journalArticle

Tian, Jingjing ; Dong, Xiquan ; Xi, Baike ; Wang, Jingyu ; Homeyer, Cameron R. ; McFarquhar, Greg M. ; Fan, Jiwen. / Retrievals of ice cloud microphysical properties of deep convective systems using radar measurements. In: Journal of Geophysical Research. 2016 ; Vol. 121, No. 18. pp. 10,820-10,839.
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