Part of the reason for this is that the center of the galaxy is in the South, at about 30 degrees. So many astronomically interesting things are in that direction. Obviously not the case for a solar system object like an asteroid however.
Given it's size it's probably not something easy to spot from to far away. Also if I remember correctly there is an issue with near earth asteroids hiding in the glare of the sun which makes them hard to spot.