For SLD, what you need is some kind of lift — frontal, convective, terrain, etc — to keep the droplets bouncing around up in the colder air. Most common is ahead of a warm front. There is also the special case of very cold air blowing over warm, open water (Lake effect, freezing fog, etc)
I can...