I'm gonna go out on a limb here (and this is just a guess) but the fact that it's right up against the house COULD mean you're leaching lime from the foundation into the soil. Chelated iron can help counteract that.
EDIT: I had the same issue with a few plants and I did a foliar feed of cal-mag plus (which is calcium, magnesium and iron) and it fixed the problem.