Formed by the confluence of the Dandenong Creek and the Eumemmerring Creek, southwest of Bangholme approximately 35 kilometers south-east of Melbourne, the man-made Patterson River was constructed in 1878 to assist the drainage of swamplands located in what is now the suburb of Carrum.