Assessment of methods for mapping snow cover from MODIS

► Scientific studies of climate, hydrology, and glaciology use snow maps from MODIS. ► We rigorously evaluate three widely used MODIS snow products. ► Our assessment uses 172 Landsat images spanning all seasons and four mountain ranges. ► The spectral mixing MODSCAG model consistently provides the most reliable results.