This dataset represents underground mining of magnetite in Hunan. It includes the life cycle inventory (cradle-to-gate) from rock drilling to iron ore production, covering all activities related to vanadium-titanium iron concentrate mining and production, but excluding direct or indirect greenhouse gas emissions from the production of drilling machinery, transportation equipment, personnel travel during mining operations, and daily office activities. The dataset was compiled from multiple sources based on national documents such as the 'Manual of Production and Emission Coefficients for the Iron Ore Mining and Processing Industry (0810)', 'Emission standard of pollutants for mining and mineral procressing industry (GB 28661-2012)', 'Cleaning production standard Iron ore mining and mineral processing industry', and 'The norm of the energy consumption per unit product of iron ore dressing(GB31337-2014)', and is representative of the average production level of open-pit magnetite mining in Hunan.