The correct sentence about petroleum and natural gas is:
They are found in rock folds underneath the ocean floor.
The other statements are incorrect. Petroleum and natural gas are not solid; they exist in the liquid and gaseous states, they are formed under high-pressure conditions over millions of years, and they are not found through strip mining, which is typically used for solid minerals.