• Konjac glucomannan (KGM) acts as a highly selective depressant for calcite in scheelite flotation, achieving a recovery difference of 82.53% at 50 mg/L.
• KGM selectively adsorbs on calcite surfaces via chemical interactions, blocking sodium oleate adsorption and enhancing separation efficiency.
• The eco-friendly and cost-effective nature of KGM offers a sustainable alternative to traditional depressants like sodium silicate.
• DFT simulations corroborate experimental findings, confirming strong adsorption of KGM on calcite, providing a mechanistic basis for its use.
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