Seismic data plays a pivotal role in successful exploration, appraisal, and development of oil and gas reservoirs. It is also important for projects like carbon capture and storage. By introducing the temporal component, referred to as the fourth dimension (4D), time-lapse seismic allows us to observe changes within these reservoirs, including fluid presence, saturations, and