 Marshburn was selected in May 2004 to be a NASA astronaut.He completed his Astronaut Candidate Training in February 2006.This included scientific and technical briefings, intensive instruction in Shuttle and International Space Station systems, physiological training, T-38 flight training and water and wilderness survival training.