If you have a DNI card to show as evidence then yes.


Just a note for the OP. Despite what some people will tell you I wouldn't in your situation chance using a resident fare unless you're willing to accept the penalties involved....which could be costly. It's clearly stated on the site that it's a resident fare you're buying so you cannot plead ignorance.
Resident fares are usually but not always the cheapest. I've sometimes seen cheaper fares offered through travel agents using a search with Kayak.