Question

Which theory of water rights relies on the notion of "first-come, first-served"?

Answer 1

Answer is: prior appropriation doctrine.
According to prior appropriation doctrine of water rights - first person that take a quantity of water from a water source for beneficial use (agricultural, industrial and household) has the right to continue to use that quantity of water for that purpose.