I think incentives would help, yes. There is also a "use it or lose it" system builtin to many of the water rights contracts that are toxic. Much like big corporate budgets, farmers find a way to use the water just in case they need it the next year.
The reality is it is very expensive to change irrigation systems in established orchards. Incentives to do that would certainly be well received by the tree farmers I know.