Specifically, one almond takes about one gallon of water to produce.
nevermind: the parent article pretty much covers it
http://www.motherjones.com/environment/2014/02/wheres-califo...
And here's the original research.
http://www.waterfootprint.org/Reports/Report47-WaterFootprin...