Which opens up the possibility to just price them out of the market by introducing and then ratcheting up a 'drought mitigation water levy'. Or you could just call it an 'asshole tax'.
Once they become economically unviable, they will have to close. Or you could allow them to pay the levy in kind by transferring stock in the company to public ownership, and take control that way.