Alumina is used in the production of refractory materials, electronic substrate materials, and electrolytic production of metallic aluminum; the dataset includes primary raw materials, energy inputs, atmospheric emissions, and waste generated during the production process, while infrastructure such as production equipment and facility construction is not included within the system boundary; the life cycle inventory data are derived from literature and optimized based on the best available information for 2022. The Bayer process for alumina production consists of the following steps: raw material preparation and slurry mixing, pre-desilication, digestion, red mud separation, seed decomposition, and calcination of aluminum hydroxide.