I did some interesting reading last night, try googling "Louisiana Salt Domes".
I learned a lot about the possibilities and the very high probability of oil/gas. It would seem that there was a lot of early discovery but 50 million barrels or less was not worth worrying about earlier.
Like lighting your cigar with a $20 note as you had a pocket full of $100's.