Narrow Gauge Track, Royal Gunpowder Mills, Waltham Abbey. The Royal Gunpowder Mills are set in 170 acres of Alder woodland and this part of the site was referred to as the island due to the network of canals. Much of the water network is man-made, feeding off the River Lea. Water was crucial both to the manufacturing process and the transport of explosives.