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The Synthetic Image TEsting Framework (SITEF) provides a set of tools to evaluate image processing algorithms, particularly (but not limited to) multi-spectral satellite images. The methodologies, software tools and test images were developed within the LAMESAT XXI project, financed by FCT (the National Science Foundation of Portugal).