He has officiated 39 games this season, issuing 113 yellow cards and six red.
Drysdale sent off a player in his last game, during Shrewsbury’s 1-0 victory against AFC Wimbledon, while also showing five yellows cards.
He was the match official for the Iron’s 3-1 Checkatrade Trophy victory over Sunderland Under-21s earlier in the season.
The assistant referees will be Dean Treleaven and Justin Amey, with Brett Huxtable as the fourth official.