The greatest thing about knowledge is that it is probably the most useful thing you are carrying on a hike and yet it weighs nothing. Knowledge can be acquired through trail and error, research and experience. Its probably best obtained through a wise mix of all three. The level of essential knowledge depends very much on the scale of the trip, however, it is always useful.