International audienceWe present an application of 3D VTI visco-acoustic frequency-domain full waveform inversion (FWI) based on sparse direct solver on wide-azimuth OBC data from the Valhall oil field. Mono-parameter inversion for the vertical wavespeed is applied to the hydrophone component in the 3.5-10Hz passband. Compared to reflection traveltime tomography, we show the significant resolution improvement provided by FWI in the velocity reconstruction down to the base cretaceous reflector located below the reservoir level. This improvement was achieved although the presence of gas in the overburden. The FWI models are assessed by frequency-domain and time-domain modeling. We show an excellent match between recorded and modeled monochrom...