Yes you can, see page 15 of the Rules

Shiners may be taken for personal use by licensed anglers with up
to six traps not over 18 inches long each, with an opening not over
one inch in diameter, or a circular drop net not over 48 inches in
diameter; or a square net of equal area. Each trap must have the
angler's name and address on it.