It used to be called the Grand Canyon of the Gunnison, but they changed the name. Could have been a lawsuit involved, I don't know. It's in Eastern Colorado, and the Gunnison does feed into the Colorado River, but well upstream from that other canyon. It's not as deep, but it drops much more steeply, and so has carved a much more narrow canyon.
Garlic Mike's. More pictures.