Time-lapse seismic monitoring using full-wavefield methods aims to accurately and robustly
image rock and fluid changes within a reservoir. These changes are typically small and …

This book presents the theory of machine learning (ML) algorithms and their applications to
geoscience problems. Geoscience problems include traveltime picking of seismograms by a …

In geophysical imaging, uncertainty quantification is crucial for decision making. 4D seismic
imaging aims to accurately recover changes that take place within a reservoir. These …

Time–lapse (4D) seismic monitoring is to date the most commonly used technique for
estimating changes of a reservoir under production. Full–Waveform Inversion (FWI) is a high …

Time-lapse (TL) seismic has great potential in monitoring and interpreting time-varying
variations in reservoir fluid properties during hydrocarbon exploitation. Obtaining the …

A 4D multi-parameter adaptive Metropolis Hastings algorithm calculated 400,000 potential
time-lapse seismic changes for the Pool 1 reservoir of the Hebron Field offshore …