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This research made use of the more accessible ETM+ remote sensing data and based on the previous methods to propose the MPS model and extract alteration information. The meaning of MPS model was mask process-principal component analysis-the support vector machine processing. This article applied and tested the methodology in the Hatu area, Xinjiang. Though the research, there was a better effect of extraction, and the outcome and the distribution of the mineral deposits was coherent well.