Yes, turn on IS for that. It'll help with slower shutter speeds, in the 1/2-1/60 range or so.
But don't expect good results with long, multisecond exposures under these conditions with a long lens, even with IS. Sometimes, the only solution for long landscapes is to use two tripods.