Astronomy is concerned with planets, stars, and the physical universe as a whole. The root comes from the Greek word astronomos, meaning star-arranging.
Biology is concerned with living things. Geology deals with the earth's physical structure and properties. Oceanography covers the properties of the oceans. So it can't be any of these.