Simple.
Stop subsidizing it. Most of our resource allocation problems are
the result of subsidies.
When I first started researching this issue 25 years ago, farmers in
California were growing rice in the desert! Probably 98% of it was
lost to evaporation. Why? Because water was so cheap to them
that it didn't matter how wastefully it was deployed.