The physics of snow crystals

We examine the physical mechanisms governing the formation of snow crystals, treating this problem as a case study of the dynamics of crystal growth from the vapour phase. Particular attention is given to the basic theoretical underpinnings of the subject, especially the interplay of particle diffusion, heat diffusion and surface attachment kinetics during crystal growth, as well as growth instabilities that have important effects on snow crystal development. The first part of this review focuses on understanding the dramatic variations seen in snow crystal morphology as a function of temperature, a mystery that has remained largely unsolved since its discovery 75 years ago. To this end we examine the growth of simple hexagonal ice prisms in considerable detail, comparing crystal growth theory with laboratory measurements of growth rates under a broad range of conditions. This turns out to be a surprisingly rich problem, which ultimately originates from the unusual molecular structure of the ice surface and its sensitive dependence on temperature. With new clues from precision measurements of attachment kinetics, we are now just beginning to understand these structural changes at the ice surface and how they affect the crystal growth process. We also touch upon the mostly unexplored topic of how dilute chemical impurities can greatly alter the growth of snow crystals. The second part of this review examines pattern formation in snow crystals, with special emphasis on the growth of snow crystal dendrites. Again we treat this as a case study of the more general problem of dendritic growth during diffusion-limited solidification. Since snow crystals grow from the vapour, we can apply dendrite theory in the simplified slowgrowth limit where attachment kinetics dominates over capillarity in selecting the tip velocity. Although faceting is quite pronounced in these structures, many aspects of the formation of snow crystal dendrites are fairly well described using a theoretical treatment that does not explicitly incorporate faceting. We also describe electrically modified ice dendrite growth, which produces some novel needle-like structures.

[1]  V. Keller,et al.  Influence of air velocity on the habit of ice crystal growth from the vapor , 1982 .

[2]  I. Stranski,et al.  The growth of snow crystals , 1972 .

[3]  M. Roughening and surface melting transitions: consequences on crystal growth , 2002 .

[4]  B. J. Mason Snow crystals, natural and man made , 1992 .

[5]  W. Beckmann Interface kinetics of the growth and evaporation of ice single crystals from the vapour phase. III. Measurements under partial pressures of nitrogen , 1982 .

[6]  V. F. Petrenko,et al.  Physics of Ice , 1999 .

[7]  J. Kepler,et al.  The Six-Cornered Snowflake , 1966 .

[8]  H. Eugene Stanley,et al.  Supercooled and glassy water , 2003 .

[9]  Y. Furukawa,et al.  Anisotropic Surface Melting of an Ice Crystal and Its Relationship to Growth Forms , 1997 .

[10]  Patrick Tabeling,et al.  Faceted Dendrites in the Growth of NH4Br Crystals , 1989 .

[11]  C. Magono,et al.  Meteorological Classification of Natural Snow Crystals , 1966 .

[12]  J. Langer Instabilities and pattern formation in crystal growth , 1980 .

[13]  J. Wettlaufer,et al.  The surface physics of ice in thunderstorms , 2003 .

[14]  W. Scoresby An account of the Arctic regions with a history and description of the northern whale-fishery. By W. Scoresby ... Illustrated with twenty-four engravings ... , 1820 .

[15]  B. J. Mason,et al.  Photolytic de‐activation of silver iodide as an ice‐forming nucleus , 1960 .

[16]  M. Baker,et al.  Mechanism of charge transfer between colliding ice particles in thunderstorms , 1994 .

[17]  John W. Cahn,et al.  Diffuse interfaces with sharp corners and facets: phase field models with strongly anisotropic surfaces , 1998 .

[18]  N. Fukuta,et al.  The Growth of Atmospheric Ice Crystals: A Summary of Findings in Vertical Supercooled Cloud Tunnel Studies , 1999 .

[19]  K. Libbrecht,et al.  ELECTRICALLY INDUCED MORPHOLOGICAL INSTABILITIES IN FREE DENDRITE GROWTH , 1998 .

[20]  R. Lacmann,et al.  Growth rates and habits of ice crystals grown from the vapor phase , 1983 .

[21]  T. Kuroda,et al.  Growth kinetics of ice from the vapour phase and its growth forms , 1982 .

[22]  J. Hallett,et al.  Epitaxial ice crystal growth on covellite (CuS) I. Influence of misfit strain on the growth of non-thickening crystals , 1984 .

[23]  A. A. Wheeler,et al.  Thermodynamically-consistent phase-field models for solidification , 1992 .

[24]  R. Reid,et al.  Modeling crystal growth rates from solution , 1973 .

[25]  H. Butt,et al.  Measuring the Thickness of the Liquid-like Layer on Ice Surfaces with Atomic Force Microscopy , 2000 .

[26]  The Surfactant Effect in Semiconductor Thin-Film Growth , 1999, cond-mat/9901177.

[27]  Yaochun Shen,et al.  Sum-frequency spectroscopic studies of ice interfaces , 2002 .

[28]  W. Shimada,et al.  PATTERN FORMATION OF ICE CRYSTALS DURING FREE GROWTH IN SUPERCOOLED WATER , 1997 .

[29]  G. Kroes Surface melting of the (0001) face of TIP4P ice , 1992 .

[30]  E. Conrad Surface roughening, melting, and faceting , 1992 .

[31]  Robert A. Black,et al.  The Mystery of Cloud Electrification , 1998 .

[32]  Ukichiro Nakaya,et al.  Snow Crystals , 2014 .

[33]  C. Knight,et al.  Snow Crystal Habit Changes Explained by Layer Nucleation , 1998 .

[34]  W. Scoresby An account of the Arctic regions,: With a history and description of the northern whale-fishery , 1969 .

[35]  B. J. Mason,et al.  The epitaxial growth of ice on single-crystalline substrates , 1960 .

[36]  B. J. Anderson,et al.  Influence of environmental saturation and electric field on growth and evaporation of epitaxial ice crystals , 1979 .

[37]  K. Libbrecht Explaining the formation of thin ice crystal plates with structure-dependent attachment kinetics , 2003 .

[38]  D. A. O'Connor,et al.  An experimental test of Lindemann's melting law , 1977 .

[39]  Matthew Bailey,et al.  Growth Rates and Habits of Ice Crystals between −20° and −70°C , 2004 .

[40]  Growth mechanisms to explain the primary and secondary habits of snow crystals , 2001 .

[41]  Helmut Dosch,et al.  Glancing-angle X-ray scattering studies of the premelting of ice surfaces , 1995 .

[42]  V. Schaefer Continuous Cloud Chamber for Studying Small Particles in the Atmosphere. , 1952 .

[43]  Pablo G. Debenedetti,et al.  Supercooled and glassy water , 2003 .

[44]  Enneth,et al.  A Critical Look at Ice Crystal Growth Data , 2006 .

[45]  B. J. Mason The growth of snow crystals. , 1961, Scientific American.

[46]  New model for the vapor growth of hexagonal ice crystals in the atmosphere , 2001 .

[47]  Y. Golovin,et al.  Morphology diagram of nonequilibrium patterns of ice crystals growing in supercooled water , 2003 .

[48]  E. Brener,et al.  Pattern selection in two-dimensional dendritic growth , 1991 .

[49]  M. Komabayasi,et al.  Skeletal and Dendritic Structures of Ice Crystal as a Function of Thermal Conductivity and Vapor Diffusivity , 1971 .

[50]  T. Gonda,et al.  Morphology of ice droxtals grown from supercooled water droplets , 1978 .

[51]  Wouter-Jan Rappel,et al.  Phase-field simulation of three-dimensional dendrites: is microscopic solvability theory correct? , 1997 .

[52]  Yukio Saito,et al.  Statistical physics of crystal growth , 1996 .

[53]  B. Müller,et al.  Growth and melting of a Pb monolayer on Cu(111) , 1997 .

[54]  Jon Nelson,et al.  Growth mechanisms to explain the primary and secondary habits of snow crystals , 2001 .

[55]  D. Clary Molecules on Ice , 1996, Science.

[56]  B. J. Mason,et al.  The physics of clouds , 1971 .

[57]  K. Libbrecht,et al.  Crystal growth in the presence of surface melting: supersaturation dependence of the growth of columnar ice crystals , 2001 .

[58]  E. Ben-Jacob From snowflake formation to growth of bacterial colonies , 1993 .

[59]  B. J. Anderson,et al.  Supersaturation and Time Dependence of Ice Nucleation from the Vapor on Single Crystal Substrates , 1976 .

[60]  R. Sekerka,et al.  Stability of a Planar Interface During Solidification of a Dilute Binary Alloy , 1964 .

[61]  A. Chernov Roughening and melting of crystalline surfaces , 1993 .

[62]  M. Zondlo,et al.  Condensed-Phase Products in Heterogeneous Reactions: N2O5, ClONO2 and HNO3 Reacting on Ice Films at 185 K. , 1998 .

[63]  T. Kobayashi The growth of snow crystals at low supersaturations , 1961 .

[64]  S. J. Liu,et al.  Schwoebel-Ehrlich barrier: from two to three dimensions , 2002 .

[65]  Takuya Uehara,et al.  Phase field simulations of faceted growth for strong anisotropy of kinetic coefficient , 2003 .

[66]  P. Hobbs,et al.  Growth Rates and Habits of Ice Crystals Grown from the Vapor Phase , 1971 .

[67]  John S. Wettlaufer,et al.  The premelting of ice and its environmental consequences , 1995 .

[68]  L. Bartell,et al.  Kinetics of Homogeneous Nucleation in the Freezing of Large Water Clusters , 1995 .

[69]  The Little Book of Snowflakes , 2004 .

[70]  Y. Yeh,et al.  Atomic force microscope chamber for in situ studies of ice , 2001 .

[71]  H. Haberland,et al.  Experimental Determination of the Melting Point and Heat Capacity for a Free Cluster of 139 Sodium Atoms , 1997 .

[72]  T. Gonda The Growth of Small Ice Crystals in Gases of High and Low Pressures , 1976 .

[73]  J. Hallett,et al.  Ice Crystals Produced by Expansion: Experiments and Application to Aircraft-produced Ice , 1993 .

[74]  Elbaum Roughening transition observed on the prism facet of ice. , 1991, Physical review letters.

[75]  A. Trayanov,et al.  Surface Roughness and Kinetics of Spontaneous Transformation of Negative Crystals , 1982 .

[76]  E. Ben-Jacob From snowflake formation to growth of bacterial colonies II: Cooperative formation of complex colonial patterns , 1997 .

[77]  Electrically enhanced free dendrite growth in polar and non-polar systems , 2001, cond-mat/0101193.

[78]  Pao K. Wang Shape and microdynamics of ice particles and their effects in cirrus clouds , 2002 .

[79]  Kenneth G. Libbrecht,et al.  The Snowflake : Winter's Secret Beauty , 2003 .

[80]  L. F. Evans The Growth and Fragmentation of Ice Crystals in an Electric Field , 1973 .

[81]  K. Libbrecht Growth rates of the principal facets of ice between −10°C and −40°C , 2003 .

[82]  K. Kikuchi,et al.  Properties of diamond dust type ice crystals observed in summer season at Amundsen-Scott South Pole Station, Antarctica , 1979 .

[83]  Herbert Levine,et al.  Pattern selection in fingered growth phenomena , 1988 .

[84]  E. Yokoyama Formation of patterns during growth of snow crystals , 1993 .

[85]  Cloud chambers and crystal growth: Effects of electrically enhanced diffusion on dendrite formation from neutral molecules , 1999 .

[86]  I. Eames,et al.  The evaporation coefficient of water: a review , 1997 .

[87]  Kuroda,et al.  Pattern formation in growth of snow crystals occurring in the surface kinetic process and the diffusion process. , 1990, Physical review. A, Atomic, molecular, and optical physics.

[88]  Cylindrically symmetric Green's function approach for modeling the crystal growth morphology of ice. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[89]  S. Chandrasekhar Stochastic problems in Physics and Astronomy , 1943 .

[90]  Y. Furukawa,et al.  Temperature dependence of the growth form of negative crystal in an ice single crystal and evaporation kinetics for its surfaces , 1993 .

[91]  B. J. Mason,et al.  The growth habits and surface structure of ice crystals , 1963 .

[92]  B. J. Mason,et al.  The growth of ice crystals in an electric field , 1963 .

[93]  E. Davis,et al.  Electrodynamic trapping and manipulation of ice crystals , 1999 .

[94]  J. Pettersson,et al.  A molecular dynamics study of the long-time ice Ih surface dynamics , 2000 .

[95]  W. J. Humphreys Snow Crystals , 1962 .

[96]  G. Grimvall,et al.  Correlation of Properties of Materials to Debye and Melting Temperatures , 1974 .

[97]  W. Beckmann,et al.  Interface kinetics of the growth and evaporation of ice single crystals from the vapour phase: II. Measurements in a pure water vapour environment , 1982 .