Per Patch 3.1.1

"You can now fish anywhere, regardless of skill. Every catch has the potential for fishing skill gains, but you are likely to catch worthless junk in areas that are too difficult for your skill."

This would lead me to believe that yes you could probably pull it up but your chance is going to be very low.