A generic method based Self Organizing Maps to encode the high dimensional spatial patterns into single numerical vector.

The numerical vector makes it possible to visualize high dimensional patterns in a single geo-map, called contextual maps.

Instead of rigid spatial clusters it produces a color-coded spectrum of changing high dimensional emergent patterns.

It can be used in a hierarchically to combine several contextual maps, each representing a unique high dimensional context.