This dataset represents the production of 1 t of manganese oxide. It assesses the resource consumption and environmental load of the manganese oxide production process. Manganese oxide is a class of minerals or chemicals with high-valence oxides of manganese as the main component, the typical representative being manganese dioxide MnO2, which has a relatively high manganese content and strong oxidizing property. Its appearance is mostly black or dark brown powder or lumps, with a density of about 5 g/cm3; its melting point varies with the crystal form, and its chemical properties are stable but it exhibits obvious oxidizing property in acidic media. The key upstream raw material of the product is manganese-bearing ore, especially pyrolusite, and some high-purity products require manganese salts or other intermediates for preparation; the downstream is mainly used for dry battery manufacture, metallurgical deoxidation and alloying, the coloration of ceramics and glass, environmental remediation and the production of manganese chemical products. The system boundary includes the main production sub-processes such as beneficiation and enrichment after raw ore mining, drying, roasting modification, crushing and screening, chemical purification and finished-product processing, and also covers the collection and treatment of tailings, waste residue, wastewater and waste gas generated during the process. The dataset includes the main raw and auxiliary materials, energy and wastes of the production process, while infrastructure such as the manufacture of production equipment and plant construction is not included within the dataset boundary; the data inventory is formed by merging data from multiple sources.