For neutrinos of O(10 keV) energies, their oscillation lengths are less than a few hundred metres, thereby suggesting the fascinating idea of oscillation experiments of small geometrical size. To help evaluating this idea, we calculate the ionization cross sections of H, He, Ne, and Xe, using any neutrino flavour, in the few keV energy range. We find that the atomic ionizations cross sections per electron are always smaller than the neutrino cross section off free electrons, approaching it from below as the energy increases to the 100 keV region. At the 10-20 keV range though, atomic binding effects are very important, particularly for the heavier atoms, inducing an almost a factor of two reduction for the Xe ionization cross section compared to the free electron case.