The Painted Desert selected Higgin to direct the film, as well as naming the stars of the film, William Boyd and Dorothy Burgess. Later in the month it was reported that Higgin would head to Arizona to begin location scouting for the film, accompanied by fellow director, Tay Garnett, however in August Higgin began scouting in the Arizona desert with the screenwriter, Tom Buckingham. It was announced that the film would employ over 300 extras. Higgin was familiar with the area, having working in and around Flagstaff, Arizona as a lumberjack prior to his entering the film industry. Towards the end of August
Rangipo Desert factors lowering the temperature below zero for days on end. Much of the desert lies at an altitude of over , and a considerable proportion of it is over above sea level. Due to the unproductive nature of the land and the extreme winter climate, the region is largely uninhabited. The town of Waiouru, with its army camp, lies to the south and much of the southern part of the desert is used for training purposes. To the north of the desert lies the Rangipo prison farm. Many of the North Island's largest rivers have their headwaters in the area,