Lignite samples from western Peloponnese, Greece, are examined using an X-ray diffractometer that was equipped with a position-sensitive detector, to quantify the mineral phases. The contents of the determined minerals correlate well with the results of chemical analyses and examinations via scanning electron microscopy, coupled with energy-dispersive X-ray analysis. The proposed quantification method can be applied rapidly and accurately to organic-rich sediments.