Randy Vogel (2000) Falcon Guides
Randy Vogel's Joshua Tree guidebook is getting a bit dated (this 2nd edition was published in 2000), but it still remains a comprehensive guide to the world famous area and works perfectly well for getting you to the numerous classics of the area.
Rock Climbing Joshua Tree, 2nd (Regional Rock Climbing Series) Paperback September, 2000