The river's source is Lake Athapapuskow in Manitoba, near the community of Cranberry Portage. It runs south to Goose Lake, then passes into Saskatchewan for the final 700 metres (2,300 ft) to its confluence with the Sturgeon-Weir River. It provided an important route for First Nations hunters to travel between the Saskatchewan River and the Grass River systems. The river was explored by Samuel Hearne[3] in 1774. The river (and Goose Lake) is first noted in a map drawn by Philip Turnor in 1779.[4] It was travelled by David Thompson[5] in 1794, and many other early European explorers and fur traders as a part of the "Middle Tract" from the interior of Canada to the Hudson Bay. In 1847, an Anglican missionary from nearby Cumberland House records converting Kinnakahpoo, "chief of the Rat River" on the banks of the river.[6] It was first surveyed in 1896 by J.B. Tyrell.[7] In 1919 the Canadian government created a channel through some of the rapids to make the route more easily navigable by canoe as an encouragement for prospectors to explore the region.[8]
The 1806 Cha Chay Pay Way Ti's Map records the name "Nis Caw" which translates as Goose in Cree.[12] In the explorer David Thompson's 1814 "Map of the North-West Territories of the Province of Canada", he names the waterway "Small's River", possibly after his new wife Charlotte Small.[13] The local name is "Rat Creek", which goes back at least as far as the 1920s.[8] The officially recognized name is "Goose River", adopted in 1948.[2] Presumably, this name comes from "Goose Lake" which the river runs through.