Just poking around on the subject of potential land based domesticates....
* Caribou seem to be the best prospect given the example of Reindeer in Lappland.
* Musk-Ox also seem to be decent candidates. Possibly better in some ways. Strongly gregarious and hierarchical, tending to cluster like sheep, not nearly as migratory as Caribou.
* Arctic Ptarmigan - Potentially the chicken of the north. Year round arctic resident (as opposed to most arctic birds who are migratory). Social. No real predators apart from the Golden Eagle. Wikipedia notes that they're surprisingly approachable by humans.
* Arctic Hare - Eight to twelve pounds, herbivore, fast growing, large litters, very social. The only downside is that the little bastards are fast and hard to catch. But potentially a viable domesticate.
So, throw in Dogs, there seems to be a reasonable suite of potential domesticates that could provide labour, food, leather, feathers milk and eggs, in a reasonable set of sizes. You could work with this stuff.
There's also this: Mousefood.
http://en.wikipedia.org/wiki/Mousefood
(abridged)
Mousefood or
Anlleq is a native food highly prized by
Yupik Eskimos on the
Yukon-Kuskokwim Delta. It consists of the roots of various tundra plants which are cached by voles in underground burrows. these include '
Raindrops' the roots of
Tall Cottongrass. These roots are less than an inch long and are shaped, as the name suggests, like a drop of water. They are eaten with seal oil or put in "bird soup" '
Eskimo Sweet Potatoes'are the roots of
Hedysarum alpinum. As the name suggests, these roots are somewhat sweet and are used in
Eskimo Ice Cream, Elders teach that when collecting mouse food, one should always leave half of the cache for the "mouse." They also recommend leaving a gift for the mouse - something that the mouse can eat.
Potentially, this could be the basis of a form of food raising based on 'farming voles' to act as collectors. Conceivably, you'd select or encourage vole friendly plants to grow in an area if possible, and perhaps engineer the vole dens for easier access. Given the general sparseness of the Arctic ecology and the very short growing season, it might well represent a viable technique. It's pretty unique though, the closest thing we'd come to would be beekeeping.
In terms of actual domesticable edible plants, the best bets would be the cloudberries, as well as crowberries and cranberries.
There's also the 'eskimo potato', an edible northern root.
The
Eskimo potato is a type of edible plant that grows in the northern areas of Canada and Alaska. The plant's scientific is name variously attributed as either
Claytonia tuberosa[1][2] (Inuit:
oatkuk[3]) or
Hedysarum alpinum (Inuit:
mashu[3]). Both species have a range in the northern area of North America, have
edible roots, and have been documented to have been used as a food source by
Inuit peoples.
[4] Due to its nutritional qualities, the eskimo potato is one of many edible foods listed in survival guides, such as the US Army's field manual
Survival[2], and is used in modern times to subsist in nature; for instance,
Christopher McCandless used the plant as a food source while he survived in the Alaska wilderness.
Here's a more elaborate article on the plant. Among other qualities - seems to thrive in disturbed or poor soils, a pioneer plant, which suggests it would take pretty readily to aggressive cultivation. The topside or leafy side of the plant seems to make good forage for black bears, moose, and caribou. The roots are primarily devoured by humans or grizzly bears, the two animals strong enough to dig it up. Protein levels are at their highest early and late in the growing season, and lowest when flowering, the plant can also be harvested in the winter. In some areas, makes up an important part of the diet or back up food source for humans. There are a variety of ways to cook it, and it can be stored for long periods of time. There's a tradition in Alaska of cutting off and re-burying the thickest top part of the root to encourage regrowth. It's a perrenial, so it would probably take a couple of years to grow a significant tuber. But you could make something with this....
http://www.fs.fed.us/database/feis/plants/forb/hedalp/all.html
So overall, it seems possible that you might be able to put together a suite of plant and animal domesticated that would make intensive use of various arctic and subarctic biomes, and might amount to a viable food package.
This is ignoring, of course, the sea potential of whales, seals, fish, puffin and mollusks, and whether there are any offshore or near shore domestication or intensive harvesting opportunities.
It would be utterly cool if the Inuit managed to domesticate the Stellar's Sea Cow, though I think unlikely. Still, who knows, a docile animal, select for smaller size, faster breeding, protect from predators and keep transplanting its food plants to any secluded cove or bay you'd think that they'd grow... stranger things have happened.
Even with all of this, you wouldn't get population densities anywhere near the maximum potentials you'd find in southern areas. But you might get a reasonable if light population density if the Inuit were exploiting close to their maximum yields.
Of course, for that level of complexity - an Inuit civilization, you'd have to set your POD further back.
But it could be cool. Anyone feel like pulling a Jared?