originated in Australian prisons. It is a slang word for stealing clothes from other people's clothes lines. Prisoners sometimes did this when needing a quick change of appearance.
The convict entered my neighbour's backyard and snowdropped her clothesline.
To convict "Where did you get those clothes from?"
Convict "I went snowdropping."