Journal Article FZJ-2018-00191

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McSnow - A Monte-Carlo Particle Model for Riming and Aggregation of Ice Particles in a Multidimensional Microphysical Phase Space

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2018
Fort Collins, Colo.

Journal of advances in modeling earth systems 10(1), 187-206 () [10.1002/2017MS001167]

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Abstract: We present a novel Monte-Carlo ice microphysics model, McSnow, to simulate the evolution of ice particles due to deposition, aggregation, riming and sedimentation. The model is an application and extension of the super-droplet method of Shima et al. [2009] to the more complex problem of rimed ice particles and aggregates. For each individual super-particle the ice mass, rime mass, rime volume and the number of monomers is predicted establishing a four-dimensional particle size distribution. The sensitivity of the model to various assumptions is discussed based on box model and one-dimensional simulations. We show that the Monte-Carlo method provides a feasible approach to tackle this high-dimensional problem. The largest uncertainty seems to be related to the treatment of the riming processes. This calls for additional field and laboratory measurements of partially rimed snowflakes.

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Contributing Institute(s):
  1. Jülich Supercomputing Center (JSC)
Research Program(s):
  1. 511 - Computational Science and Mathematical Methods (POF3-511) (POF3-511)
  2. Performance Analysis and Simulations for the Project HD(CP)^2 (jjsc20_20141101) (jjsc20_20141101)

Appears in the scientific report 2018
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Creative Commons Attribution-NonCommercial-NoDerivs CC BY-NC-ND 4.0 ; DOAJ ; OpenAccess ; Current Contents - Physical, Chemical and Earth Sciences ; DOAJ Seal ; Ebsco Academic Search ; IF >= 5 ; JCR ; SCOPUS ; Science Citation Index Expanded ; Thomson Reuters Master Journal List ; Web of Science Core Collection
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 Record created 2018-01-08, last modified 2022-09-30