This dataset describes the extraction of hematite ore, which mainly includes two basic methods: open-pit mining and underground mining. Open-pit mining is a method of directly exposing the ore body on the surface by removing the overlying rock and soil covering the ore body. It is typically applied to large-scale deposits with shallow ore bodies, offering advantages such as lower mining costs and higher production efficiency. Typical open-pit mining procedures include drilling, blasting, overburden removal, ore loading, hauling, and transportation. The primary equipment used includes excavators, drills, bulldozers, and mining trucks. Underground mining: Underground mining is primarily used for deeper ore bodies, accessing the ore deposits through the construction of underground shafts and tunnels. This method is suitable for ore bodies that are deeply buried or where surface conditions are unsuitable for open-pit mining. The underground mining process includes mine development, ore extraction, and ore hoisting, using equipment such as drills, hoists, and mine cars. The advantages of underground mining are minimal surface disturbance, but it involves higher costs and stringent safety requirements.