Discrete emission spectra refer to the unique pattern of light emitted by an atom when its electrons transition between specific energy levels. Each element produces a distinct set of wavelengths of light, forming a spectrum that can be used to identify the element. This phenomenon is crucial in understanding atomic structure and is tied closely to Bohr's model of the atom and the principles of quantum mechanics.