Reitsema participated in the ground-based observations of Deep Impact mission in 2005, observing the impact of the spacecraft on the Tempel 1 comet using the telescopes of the Sierra de San Pedro Mártir Observatory in Mexico, along with colleagues from the University of Maryland and the Mexican National Astronomical Observatory.