If you search a little bit, I don't believe you will find this to be true.
Ethanol process uses less than 4 gallons water for each gallon of ethanol produced.
By contrast:
http://www.ci.lincoln.ne.us/city/pworks/water/funfacts/trivia.htm
"It takes 1,851 gallons of water to refine one barrel of crude oil."