 He had several brothers and sisters.His mother was a niece of Even Hammer Holmboe, Hans Holmboe and Leonhard Christian Borchgrevink Holmboe, and first cousin of Jens Holmboe.Anton Johan Rønneberg was also a distant relative of Hilmar Martinus Strøm and Walter Scott Dahl.