Alumina can be used in fields such as the manufacture of refractory materials, electronic substrate materials and the electrolytic production of metallic aluminium; the dataset includes the main raw and auxiliary materials, energy, atmospheric emissions and wastes of the production process, while infrastructure such as production equipment and plant construction is not included within the dataset boundary; the data inventory is taken from the literature; the process flow of alumina production by the Bayer process includes batching and slurrying, pre-desilication, digestion, red-mud separation, seed decomposition and aluminium hydroxide calcination and other process steps. The total alumina output is divided into two parts: metallurgical-grade alumina and non-metallurgical-grade alumina, with metallurgical-grade alumina output accounting for approximately 95-97% of the total alumina output.