Produced water is a term used in the oil industry to describe water that is produced as a byproduct during the extraction of oil and natural gas. Oil and gas reservoirs often have water as well as hydrocarbons, sometimes in a zone that lies under the hydrocarbons, and sometimes in the same zone with the oil and gas.