I know of these trees you call Oaks...

Basicly its like this.. Whitetail prefer White Oak only because of taste. Red Oaks and other Oak species (there's like 200) have high Tanin levels which make the acorns more bitter. But Whitetails will eat them too.

So like Mobow said.. pick some Oaks you can hang next to.. and fertilize them.