Fig. 3. Examples of Visible Imagery (left) and the Cloud /Snow Discriminator (right) product for a scene over Europe containing snow over the Alps (dendritic features) and low cloud/fog in yellow. Clear-sky surfaces are depicted in dark green.
In the Cloud / Snow Discriminator product, clouds are color-coded as yellow/light-green, snow cover appears white, and clear-sky surfaces appear darker green. The left image of Fig. 3 below shows a visible image centered on Italy. It is difficult to tell in this image what is cloud and what is snow cover based on the visible imagery alone, as both features appear white. The Cloud / Snow Discriminator image on the right removes much of the ambiguity. Whereas experienced analysts may have identified the dendritic features as snow-covered mountain ridges, snow fields may not always coincide with characteristic spatial patterns. This example is shown as a form of validation for the correct classification of snow cover.
The main advantage of the Cloud / Snow Discriminator imagery is the ability to rapidly discriminate between these features without the need to consult several co-located single-channel images.
In areas of broken snow cover the Cloud / Snow Discriminator may miss-classify snow as cloud. This occurs most often at the boundaries of snow fields and is usually easy to identify. In some cases, small regions of thick ice cloud may be misclassified as snow cover.