The owner of any well shall, upon abandonment of any existing well or test hole, effectively seal and fill such wells and test holes in accordance with the rules prescribed by the Department of Health. A well not in operation for three (3) or more years, or improperly maintained to prevent contamination, may be deemed to have been abandoned.