Harvey Dale Fernandez was 31 when he vanished from the Peñasco Valley area on October 15, 2005. He was visiting family from a construction job in Colorado Springs and had been at a party earlier that night. The last confirmed sighting was around 2:00 a.m. at a gas station in Vadito, New Mexico, when his grandmother saw him in the company of a woman in an unfamiliar white car. He was reported missing on October 21, 2005, by his brother-in-law.

Harvey is described as a Hispanic male, 5 feet 7 inches tall, 140 pounds, with black hair, brown eyes, a black mole above his left eyebrow and a dark brown birthmark near his right elbow. He was last seen wearing either a white polo-style shirt with black warm-up pants with a white stripe, or blue jeans and a t-shirt. Rumors circulated locally that foul play was involved, including allegations aimed at a neighbor with ties to law enforcement and claims concerning the boyfriend of the woman Harvey was last seen with; that man, identified as the brother of a deputy sheriff, has since died and no arrests were made.

No trace of Harvey has been found and his case is classified as an endangered missing person. Anyone with information about where Harvey was on October 15, 2005, or who the woman in the white car might have been is asked to come forward.