is currently used as a key proxy to parameterize site response in engineering design and other applications. However, it has been found that is not an appropriate proxy, because it does not reliably correlate with site response. Therefore, the ‐based National Earthquake Hazards Reduction Program site maps may not capture regional site responses. In earthquake engineering, site resonance, which can be characterized by the fundamental mode with a site period () and its associated peak amplification (), is the primary site‐response concern. Mapping and is thus essential for accurate regional seismic hazard assessment. We developed a 3D shear‐wave velocity model for the Jackson Purchase Region of western Kentucky, based on shear‐wave velocity profiles interpreted from seismic reflections and refractions, mapped geologic units, and digital‐elevation‐model datasets. We generated shear‐wave velocity profiles at grid points with 500 m spacing from the 3D model and performed 1D linear site‐response analyses to obtain and , which we then used to construct contour maps for the study area. Our results show that and maps correlate with the characteristics of regional geology in terms of sediment thicknesses and their average shear‐wave velocities. We also observed a strong dependency of on bedrock shear‐wave velocities. The mapped and are consistent with those estimated from borehole transfer functions and horizontal‐to‐vertical spectral ratio analyses at broadband and strong‐motion stations in the study area. Our analyses also demonstrate that the depth to bedrock () is correlated to , and the average sediment shear‐wave velocity () is correlated to . This implies that and may be considered as paired proxies to parameterize site resonance in the linear‐elastic regime.