Mamatwan mine is your answer, on the other hand if you want to know more about world mine production of Mn, I suggest you "Mineral Commodity summaries" from "USGS" and if you interest in Mn formations and its deposit, my suggestion is "Isotope Geochemistry: the origin and formation of manganese rocks and ores" book.