Most existing reservoir models are based on 2-D outcrop studies; 3-D aspects are inferred from correlation between wells, and so are inadequately constrained for reservoir simulations. To overcome these deficiencies, we have initiated a multidimensional characterization of reservoir analogs in the Cretaceous Ferron Sandstone in Utah. Detailed sedimentary facies maps of cliff faces define the geometry and distribution of reservoir flow units, barriers and baffles at the outcrop. High resolution 2-D and 3-D ground-penetrating radar (GPR) images extend these reservoir characteristics into 3-D, to allow development of realistic 3-D reservoir models. Models use geometric information from mapping and the GPR data, combined with petrophysical data from surface and cliff-facs outcrops, and lab analyses of outcrop and core samples. The site of the fiels work is Corbula Gulch, on the western flank of the San Refael Swell, in east-central Utah. The outcrop consists of an 8--17 m thick sandstone body which contains various sedimentary structures, such as cross bedding, inclined stratification, and erosional surfaces, which range in scale from less than a meter to hundreds of meters. 3-D prestack migration of the GPR data produces data volumes within which the structures are visible. Correlation between fluid permeability, clay content, and instantaneous frequency and instantaneous amplitude of the GPR data provides estimates of the 3-D distribution of fluid permeability and clay content.