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The objective is to reduce iron oxide and silica content and enrichment of alumina in low grade ore for improvement in the quality. 5.1 Sampling and Characterization. For the present study, the representative samples of laterite and low-grade bauxite were collected from bauxite deposits located in West coast and east coast deposits of India.