The absorption of electromagnetic radiation of wavelength between 10 cm and 1 mm by gases arises in the main from changes in molecular rotational energy. Spectra of this absorption can be used to obtain moments of inertia of the molecules, and hence bond lengths and angles. Valuable further applications give information about dipole moments, the electronic structure of bonds, and barriers to internal rotation in molecules, for which few alternative methods are available.