The lake doesn't matter as much as the temps in the atmosphere. We've had many early season events with 60 degree lake temps and snow along shoreline. Obviously it doesn't help but the bigger factor is the air going over the lake isn't cold enough. If this was -6 to -8 instead of -3 to -5 that would all fall as snow, warm lake or not. Actually sticking to the ground is another story.