15 colors generally isn't that bad, but considering the lack of diverse colors--I mean, its pretty much grey and brown--you probably could get it down to 5 or 6 with out too much loss in detail. You really can't lose anything from trying, so I say go for it!
BTW: Welcome to Pixelation!