Yes, you can buy land with an FHA construction-to-permanent loan as long as you intend to construct a home on it that you will occupy. You’ll have to choose land and a home design that meet the FHA’s minimum property standards, as well as use a licensed contractor or builder and have the property appraised by an FHA-approved appraiser.