Many armies were further restricted to following waterways due to the fact that what supplies they were forced to carry could be more easily transported by boat. Artillery in particular was reliant of this method of travel, since even a modest number of cannons required hundreds of horses to pull overland and traveled at half the speed of the rest of the army.