"Police said they had been aware of the compound for some time but had to wait for a search warrant to be issued before entering, as the occupants were "most likely heavily armed and considered extremist of the Muslim belief"."
A mobile home without water or electricity, dug in partially below ground level (for cooling perhaps), with a plastic tarp over it for shade.
Those two would have been on the radar the instant they were seen in that area.