If you fish for catfish, finding the perfect time to go fishing for catfish can be tough. Fishing for catfish in the fall can be a great time to catch catfish. Blue catfish, channel catfish, and flathead catfish can all be caught in the fall, but certain factors with the weather will great control how many catfish you will catch.