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This title includes approaches on carbon dioxide (CO2) emission reduction in metal production by improved energy efficiency in life cycle fuel use, reductions in carbonate-based flux/raw material usage, as well as finding thermodynamically feasible reactions leading to lower emissions. Also covered are energy saving techniques for extraction and processing of ferrous and nonferrous metals and other materials.