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Advanced interpretation techniques used in remote sensing are surveyed in the context of earth data information systems. Included are methods for extracting information from the spectral, temporal, and spatial domains. The many types of data contained in modern earth data information systems constitute a generalized scene context which current research seeks to exploit more fully. Initial efforts in this direction are described. Significant research problems in several related areas are discussed.