SUMMARYA practical method is presented for determining three-dimensional S-wave velocity (V S ) profile from microtremor measurements. Frequency-wave number ( f -k) spectral analyses of microtremor array records are combined, for this purpose, with microtremor horizontal-to-vertical (H/V ) spectral ratio techniques. To demonstrate the effectiveness of the proposed method, microtremor measurements using arrays of sensors were conducted at six sites in the city of Kushiro, Japan. The spectral analyses of the array records yield dispersion characteristics of Rayleigh waves and H/V spectra of surface waves, and joint inversion of these data results in V S profiles down to bedrock at the sites. Conventional microtremor measurements were performed at 230 stations within Kushiro city, resulting in the H/V spectra within the city. Three-dimensional V S structure is then estimated from inversion of the H/V spectra with the V S values determined from the microtremor array data. This reveals three-dimensional V S profile of Kushiro city, together with an unknown hidden valley that crosses the central part of the city. The estimated V S profile is consistent with available velocity logs and results of subsequent borings, indicating the effectiveness of the proposed method.