We are carrying out Computational Fluid Dynamics (CFD) simulations within selected reaches of the South Saskatchewan River to quantify the 3D flow structures generated by bed morphology over a range of spatial scales (from individual dunes up to compound bar complexes). These CFD simulations are validated using field datasets and then used to develop new parameterisations of flow and sediment transport processes within 2D depth-averaged morphodynamic models.