Classification of precipitation types using fall velocity-diameter relationships from 2D-video distrometer measurements

Jeong Eun Lee, Sung Hwa Jung, Hong Mok Park, Soohyun Kwon, Pay Liam Lin, Gyu Won Lee

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

Fall velocity-diameter relationships for four different snowflake types (dendrite, plate, needle, and graupel) were investigated in northeastern South Korea, and a new algorithm for classifying hydrometeors is proposed for distrometric measurements based on the new relationships. Falling ice crystals (approximately 40 000 particles) were measured with a two-dimensional video disdrometer (2DVD) during a winter experiment from 15 January to 9 April 2010. The fall velocity-diameter relationships were derived for the four types of snowflakes based on manual classification by experts using snow photos and 2DVD measurements: the coefficients (exponents) for different snowflake types were 0.82 (0.24) for dendrite, 0.74 (0.35) for plate, 1.03 (0.71) for needle, and 1.30 (0.94) for graupel, respectively. These new relationships established in the present study (PS) were compared with those from two previous studies. Hydrometeor types were classified with the derived fall velocity-diameter relationships, and the classification algorithm was evaluated using 3× 3 contingency tables for one rain-snow transition event and three snowfall events. The algorithm showed good performance for the transition event: the critical success indices (CSIs) were 0.89, 0.61 and 0.71 for snow, wet-snow and rain, respectively. For snow events, the algorithm performance for dendrite and plate (CSIs = 1.0 and 1.0, respectively) was better than for needle and graupel (CSIs = 0.67 and 0.50, respectively).

Original languageEnglish
Pages (from-to)1277-1290
Number of pages14
JournalAdvances in Atmospheric Sciences
Volume32
Issue number9
DOIs
StatePublished - 23 Sep 2015

Keywords

  • 2DVD
  • fall velocity-diameter
  • hydrometeor type classification
  • snowflake types
  • wet snow

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