Absolutely - BUT really it's only valid as long as you have another VALID ID (Passport or ID card). Basically it's only of real use if you need to demonstrate to some form of authority that you are in fact legally resident.

Note that id stopped by police etc - this will not be proof of ID - You will need something else. imo - this will be a SERIOUS reason to get a Spanish drivers licence if you live here full time.