Why would coaches who are successful or have a chance at success in the NFL leave to coach a college team?

It's the frickin NFL! Why would someone like Jim Harbough choose to go to Michigan instead of going to the NFL to coach the Panthers. Why is Charlie Weis going to Florida to be the OC, when he is one more year of Chiefs success away from becoming a hot commodity in the NFL.