Morale is to the physical as 10 is to 1.
-Sun Tsu
Whenever possible in a survival situation you should clean yourself. A clean body improves the attitude and bolsters the will to survive. It also lessens the likelihood of infections, which are one of the most common causes of death in primitive environments.
Besides, its not like they could haul all of that water.