Rutgers Snow Extent Climate Data Record

The Rutgers Snow Extent Climate Data Record gives a time series of snow cover the Northern Hemisphere. Also broken down into major landmasses.

It's a product of Rutgers University Global Snow Lab

Other data products are available, such as weekly time series and time series for individual landmasses, and snow cover images.