question on calculating calorie burn

How would you calculate calories burned if carrying a 20# child in a back pack while hiking?
It seems like it wouldn't be accurate to just add the child's weight onto my own body weight - because my system is not maintaining that extra 20# metabolically.
However - it is a significantly more difficult feat... surely I'm burning more when I carry her.
Any helps?
Thanks