Towns in deserts would naturally develop near oases because in a desert there is very little water and the water would be required to grow crops for food along with water to drink.
It all has to do with resources, with water close by you can grow food and other necessary things to live. Especially if can find other valuable resources in the earth like oil and gems etc.
