I've not thought of it before- traditionally goatskin has been used. Probably availability was the important thing.

From the Ceolas site:
bodhráns were traditionally made with goatskin, sheepskin, and greyhound skin
and:
I have heard of modern drummakers using skins from donkeys, reindeer, calf, elk, deer, and buffalo...