The paper contains the description of the methods which could be used for mapping of crops of interest on a basis of qualitative information, extracted from satellite images - image interpretation signs, like color or tone, used in conjunction with geographical, phenological, ecological data and regional statistical information. Three crops: lavender, almonds and barley were selected as crops of interest.