Abstract
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.
| Original language | English |
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| Title of host publication | Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences |
| Editors | Raimon Tolosana Delgado, K. Gerald van den Boogaart, Regina van den Boogaart, Helmut Schaeben |
| Publisher | International Association for Mathematical Geology (IAMG) |
| Pages | 626-632 |
| Number of pages | 7 |
| ISBN (Electronic) | 9783000503375 |
| Publication status | Published - 1 Jan 2015 |
| Event | 17th Annual Conference of the International Association for Mathematical Geosciences, IAMG 2015 - Freiberg, Germany Duration: 5 Sep 2015 → 13 Sep 2015 |
Publication series
| Name | Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences |
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Conference
| Conference | 17th Annual Conference of the International Association for Mathematical Geosciences, IAMG 2015 |
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| Country | Germany |
| City | Freiberg |
| Period | 5.9.15 → 13.9.15 |
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ASJC Scopus subject areas
- Mathematics (miscellaneous)
- Earth and Planetary Sciences(all)
Cite this
Demyanov, V. V., Belozerov, V. B., & Baranov, V. E. (2015). Prospectivity evaluation by seismic trace form classification. In R. T. Delgado, K. G. van den Boogaart, R. van den Boogaart, & H. Schaeben (Eds.), Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences (pp. 626-632). (Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences). International Association for Mathematical Geology (IAMG).