Sam's observations about the electromagnetic spectrum can be summarized by the relationship between wavelength and frequency. The correct statement is:
D) As the wavelength decreases, the frequency increases.
This is because wavelength and frequency are inversely related; as the wavelength of electromagnetic radiation decreases, the frequency increases, and vice versa.