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I <br />Some of the droplets may be "nucleated" and become embryonic ice crystals. This ice <br />nucleation process requires the presence of very tiny particles known as ice nuclei, <br />concentrations of which vary widely in time and space. Natural ice nuclei, in the form of <br />clay particles and leaf litter, have concentrations much less than those of cloud droplets. <br />There are some ice multiplication processes, including crystal fragmentation, that also <br />provide "nuclei" for additional ice crystal growth. <br />After embryonic ice crystals form, they grow by the process of diffusion involving the vapor <br />transfer of water molecules from droplets to crystals. This transfer occurs because the <br />saturation vapor pressure is greater over water than ice. <br />C. Many droplets may be captured by, and freeze onto, faster falling individual ice crystals or <br />snowflakes, a process known as accretional growth or "riming." In some clouds this can lead <br />to the growth of graupel (snow pellets) and hail. <br />' d. Aggregation is a process whereby smaller ice crystals collide and "chain together," becoming <br />larger snowflakes with faster fall velocities. Sometimes riming will help this process by <br />acting as a "glue." Stellar and dendritic crystal habits are especially prone to aggregation but <br />other habits, such as needles, also aggregate. Heavy snowfalls usually involve aggregation <br />into large, fluffy snowflakes. <br />' Snow crystals have a variety of habits, or shapes, and growth rates, mostly based on the temperature of <br />the cloud environment and to a lesser extent the moisture content of the air. Laboratory growth rates <br />between -3 and -21 °C were reported by Ryan et al. (1976) for times up to about 3 min. Dendritic <br />crystals grow the fastest at about -15 °C, which is at a peak in the vapor pressure difference between <br />SLW and ice. A secondary growth peak may exist for needles and columns at about -7 °C. Thick plates, <br />at about -10 °C and -20 °C have the slowest growth rates. Growth rates are slow between -3 to -4 °C. <br />P <br />1 <br />1 <br />n <br />Redder and Fukuta (1989) presented equations for ice crystal mass and dimensional growth. They used <br />six experimental data sets from cloud chambers or supercooled cloud tunnels for growth periods up to <br />30 min. Molecular diffusion was the predominant growth mechanism in all reported experiments. The <br />authors indicated that after 20 min growth time, the mass of individual ice crystals would be in the range <br />of 5 to 10 ug for temperatures between -5 and -12 °C and for colder than -17 °C. Crystal masses greater <br />than 10 ug were found between -13 and -17 °C in the dendritic growth zone, with the maximum of 30 gg <br />at -15 °C. The minimum mass after 20 min growth was 2 gg at -4 °C, the warmest temperature <br />considered. This same information is presented in table 1 in section l lb. While their results agreed with <br />the -15 °C maximum found by the short duration studies of Ryan et al.. (1976), a secondary maximum at <br />-7 °C was not indicated after 20 min growth. <br />Super (1994) referred to earlier field observations which suggested that a typical natural ice crystal from <br />an orographic cloud had a mass of approximately 20 µg. Of course, considerable variation existed <br />among individual crystals and the "typical" value is roughly a median of the various field observations <br />which were examined. The typical value is similar to the fastest diffusional growth results at 20 min but <br />less than the masses expected for most of the supercooled temperature range of interest. Natural crystals <br />often have growth times well in excess of 20 min because they form high in the cloud and have long <br />growth and fallout trajectories. <br />Rauber (1987) found that the primary source region for ice particles observed near the Park Range was <br />near cloud top. Most of the resulting snowflakes on the mountain surface likely originated tens of <br />kilometers upstream from the Park Range, with travel times on the order of 30 to 60 min. He also <br />