In the summer of 1969, Chase joined the United States Forest Service in Santa Barbara, California after graduating from Rolling Hills High School of Rolling Hills, California. Chase then enrolled at the University of California, Santa Barbara and graduated in 1976 with a B.S. in geology. After working at a Chevron refinery in Denver for a year, he then enrolled at the University of Alabama and earned a master's degree in geology.