In New Mexico, the natural resources found in large quantities include:
- Petroleum
- Natural gas
While water is a critical resource, it is not found in large quantities in New Mexico due to the arid climate. Wheat is also grown in New Mexico but does not qualify as a natural resource found in large quantities compared to petroleum and natural gas.
So, the correct responses are Petroleum and Natural gas.