The crystal structure of the ferroelectric Cd2Nb2O7 (CNO) has been determined down to T = 98 K using synchrotron radiation. Low temperature structure refinement is conducted in space group Ima 2, starting from the crystal structure previously determined by ab initio methods. Symmetry mode analysis indicates that the primary order parameter is of T2u symmetry with the largest displacement amplitude at the Nb(2) position. The associated phase transition temperature is obtained as Tc = 194 K by extrapolation. Long exposure x-ray diffraction scans confirm the presence of anisotropic diffuse scattering intensity in layers normal to 110cub over the entire temperature range. The diffuse scattering intensity significantly decays below T = 198 K. The refined thermal parameters indicate that the disorder responsible for the diffuse scattering is primarily associated with Nb.