TY - GEN
T1 - Prospectivity evaluation by seismic trace form classification
AU - Demyanov, V. V.
AU - Belozerov, V. B.
AU - Baranov, V. E.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - The aim of this work is to evaluate the prospective areas with good hydro carbon reservoir quality by using machine learning approaches to classify seismic traces. Quality of reservoir described by lithological features is encoded in the shape of seismic trace. Detection of good reservoir units is difficult due to their small thicknesses. A traditional manual interpretation performed on a set of 2D seismic profiles, covering license block, has detected a region with good reservoir quality. Based on these results the automatic procedure is offered to get the quick-look evaluation of the most perspective areas for development drilling.
AB - The aim of this work is to evaluate the prospective areas with good hydro carbon reservoir quality by using machine learning approaches to classify seismic traces. Quality of reservoir described by lithological features is encoded in the shape of seismic trace. Detection of good reservoir units is difficult due to their small thicknesses. A traditional manual interpretation performed on a set of 2D seismic profiles, covering license block, has detected a region with good reservoir quality. Based on these results the automatic procedure is offered to get the quick-look evaluation of the most perspective areas for development drilling.
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M3 - Conference contribution
AN - SCOPUS:84961285292
T3 - Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences
SP - 626
EP - 632
BT - Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences
A2 - Delgado, Raimon Tolosana
A2 - van den Boogaart, K. Gerald
A2 - van den Boogaart, Regina
A2 - Schaeben, Helmut
PB - International Association for Mathematical Geology (IAMG)
T2 - 17th Annual Conference of the International Association for Mathematical Geosciences, IAMG 2015
Y2 - 5 September 2015 through 13 September 2015
ER -