Egypt’s population lives almost entirely along the Nile and its delta — a corridor a few kilometres wide cutting through the eastern Sahara. Few places on Earth show a sharper line between natural and anthropogenic ecosystems.
Left: the imagery. Right: the classification. The green thread is almost entirely anthropogenic — irrigated cropland — bordered within a pixel or two by succulent and thorny desert.
Showing only anthropogenic classes reduces Egypt to its river: farmland, canals and settlement tracing every meander from Aswan to the Mediterranean.
Away from the river, artesian springs punctuate the desert with isolated wetlands — tiny in area, outsized in ecological and human importance, and easily lost between pixels at coarse resolution.