This is a market dataset, representing the consumption market of the region. The dataset includes transport from the gate to the point of consumption, and transport services are calculated based on the transport situation of this product in the region. Manganese sulfate at battery grade is mainly used for the preparation of precursor of ternary materials (lithium nickel cobalt manganese oxide) of lithium battery positive electrode; this dataset includes primary raw and auxiliary materials, energy usage, atmospheric emissions, and water emissions in the production process. Infrastructure such as the manufacture of production equipment and factory building construction is not within the boundary of the dataset; The data inventory is formed by merging data from multiple sources, and some data have been corrected and supplemented by reference to industry statistics, standards, emission coefficient manuals, and other documents; the preparation of battery-grade manganese sulfate first adopts leaching with manganese dioxide, pyrite, and concentrated sulfuric acid to obtain crude manganese sulfate, then impurity removal and purification are conducted. The production process includes procedures such as feeding, ball milling, pulp making, acid leaching, pressure filtration, impurity removal, evaporation crystallization, centrifugal separation, drying, etc.