Invasive species around the world pose a significant problem to the natural habitat, resources, and preservation of various, indigenous wildlife. This study uses statistical predictive analysis to explore likely locations of Phragmites Australis, an invasive wetland species, in Essex County, Virginia. Its presence along the Rappahannock River basin in Essex County, VA has had a significant impact on the landscape, and has caused considerable environmental damage to once pristine areas.