Pretty harsh to try to get new grass established if you can't water... Our pasture is the same way, even in rainy WA... since I can't run water out there, and it's so sandy it dries out if it ~doesn't~ rain every day...
That's what I'm thinking, and why I' d do better fertilizing what's already out there and established.
Becky