31 October 2015 Last updated at 11:44 GMT
It has been nicknamed 'Spooky' and will come within 300,000 miles of our planet.
Astronomers are hoping to use the occasion to learn more about asteroids and their orbits.
Scientists say it doesn't pose any danger.
An asteroid the size of four football pitches will make a rare, close pass, of the Earth later on today.