The Maths
How big is this effect? A full account requires relativity, but as long as your velocity is a small fraction of the speed of light, the fractional shift in wavelength is equal to the velocity divided by the speed of light.
Where Dl is the change in the wavelength of some spectral feature, Df is the change in its frequency, v is the radial velocity, and c the speed of light.