One of the ultimate goals of hydrogeophysics is to map the groundwater table throughout a catchment and together with information about hydrogeological properties of the saturated zone, derived from geophysical and hydrogeological data, estimate the Darcy velocity in three dimensions throughout the saturated zone. In this work, we present our first attempts to achieve this goal in the small (~1 km2) catchment area of Roujan (Hérault, France), which is a well characterized hydrogeological research site. Two mutually exclusive conceptual models to relate self-potential data to the determination of the water table were employed using a maximum likelihood approach, where the resulting models were averaged according to Bayesian model av...