The Horizon Coordinate System is a celestial coordinate system that uses the observer's local horizon as the fundamental plane, making it highly dependent on the observer's location and time. It is primarily used for determining the position of celestial objects in the sky relative to an observer's local horizon, using coordinates such as altitude and azimuth.