People will buy roughly the same amount of almonds whether they're produced in California or Ohio[0]. Claiming that we have to attribute agricultural water (ab)use to the consumer is just absolving the producers of any and all responsibility for destructive, short-sighted decisions about where and how to produce.

[0] Or any other place with a reasonable natural amount of rainfall. Nothing special about Ohio for this purpose.