Snowflake Melting Simulation Using Smoothed Particle Hydrodynamics

Jussi Leinonen*, Annakaisa von Lerber

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

13 Citations (Scopus)

Abstract

Motivated by the need to understand the microphysics and improve the remote sensing of the melting layer of precipitation, we have developed a numerical 3-D model for the melting of single snowflakes. The model uses the smoothed particle hydrodynamics method and is forced by surface tension that controls the flow of meltwater on the ice surface. Heat transfer from the environment to the snowflake is simulated with a Monte Carlo scheme. In model experiments with snowflakes of various sizes and densities, we observed that the meltwater tends to initially gather in concave regions of the snowflake surface. These liquid water regions merge as they grow, and as meltwater is added, they form a shell of liquid around an ice core. This eventually develops into a water drop. The observed features during melting are consistent with experimental findings from earlier research, which suggests that the model is adequate for exploring the physics of snowflake melting. The principal remaining uncertainties arise from the omission of aerodynamic forces from the model. The results suggest that the degree of riming has a significant influence on the melting process: During initial melting, liquid water is apparent on the surface of unrimed or lightly rimed particles, while rime provides a porous structure that can absorb a relatively large amount of meltwater. Riming also strengthens the connections between different parts of the snowflake, making rimed snowflakes less prone to breakup during melting, while unrimed ones break up rather easily.

Original languageEnglish
Pages (from-to)1811-1825
Number of pages15
JournalJournal of Geophysical Research: Atmospheres
Volume123
Issue number3
DOIs
Publication statusPublished - 16 Feb 2018
MoE publication typeA1 Journal article-refereed

Keywords

  • melting layer
  • microphysics
  • precipitation
  • smoothed particle hydrodynamics
  • snowflakes

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