Superconducting circuits are among
the most advanced
quantum computing
technologies; however, their performance is limited by losses found
in surface oxides and disordered materials. In this work, we demonstrate
the identification and spatial localization of a near-field signature
of loss centers on tantalum films using terahertz scattering-type
scanning near-field optical microscopy. By utilizing terahertz nanospectroscopy,
we observe a localized excess vibrational mode around 0.5 THz and
identify this resonance as the boson peak, a signature of amorphous
materials. Grazing-incidence wide-angle X-ray scattering reveals that
oxides on freshly solvent-cleaned samples are amorphous, whereas crystalline
phases emerge after aging in air. Through nanoscale localization of
defect centers, our findings provide valuable insights for the optimization
of fabrication procedures for new low-loss superconducting circuits.