Transition metal surfaces play a crucial role for many reactions in heterogeneous catalysis. Their catalytic functionality can be affected by a variety of factors, such as the morphology of the surface, defects, or poisoning. The most prominent example of poisoning is the adsorption of CO on platinum and similar surfaces. [1][2][3] Another important issue is the co-adsorption of several species, which may have an important influence on dissociation processes. [3,4] More generally, the adsorption of small molecules from the environment can significantly modify the catalytic efficiency of such metal surfaces. One particular case, in this scenario, is the adsorption of water. There are many theoretical and experimental studies of the structure and properties of water layers on metal surfaces in the literature. [5][6][7][8][9][10] Normally, the presence of a full layer is assumed in these investigations. However, the process of wetting, which is initiated by the adsorption of a single water molecule or small water clusters, is still poorly understood. From the view of an adsorbing water molecule, the surface has to compete thermodynamically with larger water clusters or simply the gas phase. Both phases provide a significantly larger entropic contribution to the free energy, which has to be compensated by a corresponding energy difference. Therefore, the theoretical investigation of the structural and energetic properties of the initial adsorption process on realistically modeled surfaces deserves particular attention.In particular, the crucial role of surface defects on adsorption processes is not always considered, especially in theoretical studies. Recently, we showed that a simple step defect on the nickel surface has the potential to enhance the adsorption energy of the initial water molecule by as much as 40 %. [11] Also the incremental adsorption energy of an additional second water molecule is higher than at a defect-free adsorption site. In principle, these adsorption energies can be determined experimentally, but spectroscopic parameters are often easier to obtain. First-principle calculations of experimentally accessible spectra are very scarce because of the relatively high computational cost involved in realistic and accurate calculations.Herein we want to bridge the gap between experiment and theory by providing ab initio calculations of IR peaks as a function of adsorption sites and cluster sizes, enabling for the first time a direct comparison of measurements and calculations. The initial steps of water adsorption on different nickel surfaces by means of their harmonic frequencies are characterized. The modification of the vibrational modes and frequencies of water clusters (monomer, dimer and trimer) upon adsorption are illustrated and these new vibrational modes involving the nickel-oxygen bond are described. Recent theoretical and experimental studies have shown that both the antisymmetric and the symmetric stretch vibrations can promote catalytic processes such as the chemisorption of methane on n...