Settling in South Africa. In 1652, Dutch emigrants first settled in South Africa near the Cape of Good Hope to establish a station where ships traveling to the Dutch East Indies (currently Indonesia) could rest and resupply. ... The Afrikaners are also known as the “Boers,” the Dutch word for “farmers.”