Yes, the Elven bread is called lembas. It is, as you say, very compact and very concentrated, and it's light in weight. A small square of lembas can sustain a person for a day or two, so you could get by with a backpack of lembas and some fresh water, no problem, and no need to even light a fire except if you needed the warmth.