Here's another version remembered from the '50s in Ivanhoe, Virginia:

In the Blue Ridge mountains of Virginia
On the trail of the lonesome pine
A Billy goat ate a case of dynamite,
And butted that Lonesome Pine
They found his horns in the Mountains of Virginia
And his tail in the Lonesome Pine