Scanning tunneling spectroscopy (STS) on the system of isolated oxygen atoms adsorbed on the double layer of Fe on W(110) shows highly anisotropic spatial oscillations in the local density of states in the vicinity of the adsorbates. We explain this in terms of a single-particle model as electron waves being scattered by the potential induced by the presence of the oxygen atoms. Analysis of the wavelength of the standing electron waves and comparison with ab initio spin-resolved electronic structure calculations reveal that minority-spin bands of d-like symmetry are involved in the scattering process. By applying spin-polarized STS, we observe this standing wave pattern on one particular type of magnetic domain of Fe on W(110) only, thereby proving that the standing electron waves are highly spin polarized. DOI: 10.1103/PhysRevLett.92.046801 PACS numbers: 73.20.-r, 68.37.Ef, 71.15.Mb, 75.70.-i Scanning tunneling microscopy (STM) and spectroscopy (STS) are powerful tools to study the interplay between structural and electronic properties of surfaces and to reveal the orbital symmetry of electronic states. A deeper understanding of magnetic properties, though, requires the use of spin-polarized STM-STS investigations which yield further information about the spin character of the electronic states involved. By making use of the high spatial and energy resolution of STM and STS, modulations of the local electron density of states on the nanometer scale as caused by scattering at impurities or step edges have been studied intensely in recent years. The analysis of electron standing wave patterns [1][2][3][4][5][6][7][8][9] allowed the acquisition of characteristic properties as the symmetry of the wave function, the dispersion relation, or the lifetime of the electronic states. All previous experiments were performed with nonmagnetic tips resulting in spin-averaged data, although scattering processes at magnetic impurities or at nonmagnetic impurities on magnetic surfaces should result in spin-polarized (SP) electron waves. These are of fundamental importance for the understanding of single-particle as well as many-body processes, e.g., the RKKY interaction or the interaction between Kondo impurities.A well studied magnetic model system is Fe on W(110) which has been investigated previously by means of spinintegrated and spin-polarized STM-STS measurements. Together with ab initio electronic structure calculations this led to a comprehensive understanding of its electronic and magnetic properties [10,11].In this Letter we report on the observation of spinpolarized spatial variations of the local density of states (LDOS) in the vicinity of single oxygen impurities adsorbed on the ferromagnetic Fe double layer on W(110) by SP-STS. The results are compared to first-principles spin-resolved electronic structure calculations. We show that the observed LDOS oscillations can be assigned to minority-spin bands of d-like character. Spin-polarized STS measurements show that they can be observed on one particular type of m...