When water is boiled, naturally occurring minerals and elements present in it, such as sodium and fluoride, are vaporized and not removed from the water. However, in recent studies conducted by the U.S. Geological Survey, it has been found that the concentration of most of the naturally occurring elements in the water is usually very low.