Prospectivity evaluation by seismic trace form classification

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
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

Conference

Conference	17th Annual Conference of the International Association for Mathematical Geosciences, IAMG 2015
Country	Germany
City	Freiberg
Period	5.9.15 → 13.9.15

ASJC Scopus subject areas

Mathematics (miscellaneous)
Earth and Planetary Sciences(all)

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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).

Prospectivity evaluation by seismic trace form classification. / Demyanov, V. V.; Belozerov, V. B.; Baranov, V. E.

Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences. ed. / Raimon Tolosana Delgado; K. Gerald van den Boogaart; Regina van den Boogaart; Helmut Schaeben. International Association for Mathematical Geology (IAMG), 2015. p. 626-632 (Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Demyanov, VV, Belozerov, VB & Baranov, VE 2015, Prospectivity evaluation by seismic trace form classification. in RT Delgado, KG van den Boogaart, R van den Boogaart & H Schaeben (eds), Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences. Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences, International Association for Mathematical Geology (IAMG), pp. 626-632, 17th Annual Conference of the International Association for Mathematical Geosciences, IAMG 2015, Freiberg, Germany, 5.9.15.

Demyanov VV, Belozerov VB, Baranov VE. Prospectivity evaluation by seismic trace form classification. In Delgado RT, van den Boogaart KG, van den Boogaart R, Schaeben H, editors, Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences. International Association for Mathematical Geology (IAMG). 2015. p. 626-632. (Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences).

Demyanov, V. V. ; Belozerov, V. B. ; Baranov, V. E. / Prospectivity evaluation by seismic trace form classification. Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences. editor / Raimon Tolosana Delgado ; K. Gerald van den Boogaart ; Regina van den Boogaart ; Helmut Schaeben. International Association for Mathematical Geology (IAMG), 2015. pp. 626-632 (Proceedings of IAMG 2015 - 17th Annual Conference of the International Association for Mathematical Geosciences).

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