I first encountered these last year walking through the woods around Austin. There was no snow so they were very visible amid the brown backdrop and exquisitely beautiful. They all formed around the base of a particular type of pithy stalk plant, just like as shown in the video.
The ice is very delicate and the merest touch can detach it. By 10am it was all melted.