In the dynamic near-shore environment, seabed roughness is constantly modified by the interplay of physical and biological processes. Seabed roughness directly influences near-bed hydrodynamics, sediment transport (Van Rijn, 2007), and underwater acoustics (Briggs et al., 2001). Accurate predictions of hydrodynamics, sediment transport processes, and morphodynamics are dependent upon the ability to quantify and parameterize seabed roughness (Brakenhoff et al., 2020). Measuring roughness in the field remains difficult (Brakenhoff et al., 2020), and is compounded by the continuously evolving contributions to seabed roughness, including bedforms and biology.