AUTOMATED INTERPRETATION OF GEOLOGICAL
FAULTING USING 3D SEISMIC DATA
Applications are urgently sought from students with an
appropriate background in earth science or image
processing/computer vision for a PhD project which aims to
develop prototype software enabling automatic extraction of fault
surfaces and other geological discontinuities from 3D seismic
datasets. This is a collaborative project supervised jointly by Dr
Mike Spann ([log in to unmask]) in the School of Electronic
and Electrical Engineering and Dr Jonathan Turner (address
below) in the School of Earth Sciences at the University of
Birmingham. Shell Research in the Netherlands will also
contribute data and ideas to this project. The project is funded by
a University of Birmingham Interdisciplinary Research Fund, a
new initiative designed to stimulate collaborative research
between disparate disciplines.
Petroleum production projects are often hindered by a lack of
detailed information on the three-dimensional geometry of intra-
reservoir faulting. Faults are discrete fractures across which there
is measurable displacement of sedimentary strata and they exert
the principal control over fluid flow in petroleum reservoirs. The
advent of 3D seismic data has allowed geophysicists and reservoir
engineers to appreciate the sheer complexity of intra-reservoir
faulting on a scale which was previously unresolvable on poorer
quality 2D data. However, interpretation of seismic data is a
highly subjective exercise that requires the interpreter to manually
‘pick’ hundreds of individual fault surfaces on each of the seismic
profiles.
This project addresses the interpretation problem by combining
expertise from computer vision and image processing and
petroleum geology to develop, for the first time, automated
methods of fault interpretation. The principle outcome will be the
development and testing of new algorithms enabling seismic
interpretation software to automatically extract fault surfaces
from 3D seismic data. This work also has applications in civil
engineering and hazardous waste disposal where seismic data are
used routinely to characterize fault and fracture systems.
Please contact either of the supervisors for further details.
Dr Jonathan Turner
The University of Birmingham
School of Earth Sciences
Birmingham B15 2TT
Tel. (44) 0121 414 6155 (voicemail)
Fax. (44) 0121 414 4942
Visit our website at http://www.bham.ac.uk/EarthSciences
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