The correct sentence about petroleum and natural gas is:
They are found in rock folds underneath the ocean floor.
Petroleum and natural gas are indeed often found in geological formations below the ocean floor, typically in sedimentary rock structures. The other statements are not accurate in the context of petroleum and natural gas.