If you're going to use it for both, one option would be a Turkey gun from Mossberg or Remington because those guns have chokesystems and you can get the choke tube appropriate for the job.
Mossberg has the Thumbhole Synthetic, Tactical Turkey, & Grand Slam series in various models (500, 535, 835) with 20" barrels.