Fir or spruce (regular dimensional lumber) is common.
I'd be seriously considering glue-lams though. A little spendier, but they don't cup or twist and they're already resin impregnated. We use 'em as dividers on the ice rink, and they get wet all the time. 10 years so far and no signs of rot.