A variety of Brassica napus, designated AG019, and varieties essentially derived therefrom, having oil which combines oxidative stability sufficient for industrial applications with a desirable dietary fatty acid profile. Plants, seeds, tissue cultures, and plants regenerated from tissue cultures. Oil having an oleic acid content of from about 71.4% to about 77.4%, a linolenic acid content of no more than about 3%, an oleic:linolenic acid ratio value of at least about 34.0, and an (oleic+linoleic)/linolenic acid ratio value of at least about 41.2. The oil has substantially improved oxidative stability, relatively to normal rapeseed oil, when both are treated with antioxidant.