While I don't have my books handy to prove my contention, I would strongly dispute the above statement by ecampos.
While I don't have an answer for SCF, I do know that aluminum is frequently used in fatigue calculations (though not as much as steel, as it has not historically been studied as much for fatigue properties).
Just because one cannot find something in a particular book does not delegitimize it. There are sources for this type of information.
Bernt, I'm incommunicado for two weeks, so I won't be able to give you any specific answers. However, I would encourage some searches in the literature, and a talk with an aluminum manufacturer's rep, if you know any.
Also, look into some of the fatigue software companies--Safe Technologies, MSC/Fatigue, LMS. They may be able to provide you with some material properties and details that are included in their products. That may give you a good start.
They should be able to help you.
Good Luck