Integrating facies‐based Bayesian inversion and supervised machine learning for petro‐facies characterization in the Snadd Formation of the Goliat Field, south‐western Barents Sea

References

1. AkiK. and RichardsP.G.1980. Quantitative Seismology: Theory and Methods. Freeman and Co.
   [Google Scholar]
2. BaigI., FaleideJ.I., JahrenJ. and MondolN.H.2016. Cenozoic exhumation on the southwestern Barents Shelf: estimates and uncertainties constrained from compaction and thermal maturity analyses. Marine and Petroleum Geology73, 105–130.
   [Google Scholar]
3. BuiaM., CironeC., LeutscherJ., TarranS. and WebbB.2010. Multi‐azimuth 3D survey in the Barents Sea. First Break28, 65–69.
   [Google Scholar]
4. CastagnaJ.P., SwanH.W. and FosterD.J.1998. Framework for AVO gradient and intercept interpretation. Geophysics63, 948–956.
   [Google Scholar]
5. CookeD.A. and SchneiderW.A.1983. Generalized linear inversion of reflection seismic data. Geophysics48, 665–676.
   [Google Scholar]
6. DallandA., WorsleyD. and OfstadK.1988. A Lithostratigraphic Scheme for the Mesozoic and Cenozoic Succession Offshore Mid‐ and Northern Norway. Direktoratet.
   [Google Scholar]
7. FaleideJ.I., GudlaugssonS.T. and JacquartG.1984. Evolution of the western Barents Sea. Marine and Petroleum Geology1, 123–150, IN1–IN4, 129–136, IN5–IN8, 137–150.
   [Google Scholar]
8. GabrielsenR.H.1984. Long‐lived fault zones and their influence on the tectonic development of the southwestern Barents Sea. Journal of Geological Society of London141, 651–662.
   [Google Scholar]
9. GabrielsenR.H., FærsethR.B., JensenL.N., KalheimJ.E. and RiisF.1990. Structural elements of the Norwegian continental shelf. Part I. The Barents Sea region. Norwegian Petroleum Directorate Bulletin6, 33.
   [Google Scholar]
10. GardnerG.H.F., GardnerL.W. and GregoryA.R.1974. Formation velocity and density – the diagnostic basics for stratigraphic traps. Geophysics39, 770–780.
    [Google Scholar]
11. GassmannF.1951. Elastic waves through a packing of spheres. Geophysics16, 673–685.
    [Google Scholar]
12. Glørstad‐ClarkE., FaleideJ.I., LundschienB.A. and NystuenJ.P.2010. Triassic seismic sequence stratigraphy and paleogeography of the western Barents Sea area. Marine and Petroleum Geology27, 1448–1475.
    [Google Scholar]
13. HampsonD.P., SchuelkeJ.S. and QuireinJ.A.2001. Use of multiattribute transforms to predict log properties from seismic data. Geophysics66, 220–236.
    [Google Scholar]
14. HenriksenE., RysethA.E., LarssenG.B., HeideT., RønningK., SollidK. and StoupakovaA.V.2011. Tectonostratigraphy of the greater Barents Sea: implications for petroleum systems. Geological Society, London, Memoirs35, 163–195.
    [Google Scholar]
15. JohansenT.A., JensenE.H., MavkoG. and DvorkinJ.2013. Inverse rock physics modeling for reservoir quality prediction. Geophysics78(2), M1–M18.
    [Google Scholar]
16. KemperM. and GunningJ.2014. Joint impedance and facies inversion – Seismic inversion redefined. First Break32, 89–95.
    [Google Scholar]
17. KlausenT.G., RysethA.E., Helland‐HansenW., GawthorpeR. and LaursenI.2014. Spatial and temporal changes in geometries of fluvial channel bodies from the Triassic Snadd formation of offshore Norway. Journal of Sedimentary Research84, 567–585.
    [Google Scholar]
18. KlausenT.G., RysethA.E., Helland‐HansenW., GawthorpeN. and LaursenI.2015Regional development and sequence stratigraphy of the middle to late Triassic Snadd Formation, Norwegian Barents Sea. Marine and Petroleum Geology62, 102–122.
    [Google Scholar]
19. MørkM.B.E.1999. Compositional variations and provenance of Triassic sandstones from the Barents shelf. Journal of Sedimentary Research69, 690–710.
    [Google Scholar]
20. MulrooneyM.J., LeutscherJ. and BraathenA.2017. A 3D structural analysis of the Goliat field, Barents Sea, Norway. Marine and Petroleum Geology86, 192–212.
    [Google Scholar]
21. OhmS.E., KarlsenD.A. and AustinT.J.F.2008. Geochemically driven exploration models in uplifted areas: examples from the Norwegian Barents Sea. AAPG Bulletin92, 1191–1223.
    [Google Scholar]
22. PramanikA.G., SinghV., VigR., SrivastavaA.K. and TiwaryD.N.2004. Estimation of effective porosity using geostatistics and multiattribute transforms: a case study. Geophysics69, 352–372.
    [Google Scholar]
23. RiisF., LundschienB.A., HoyT., MorkA. and MorkM.B.E.2008. Evolution of the Triassic shelf in the northern Barents Sea region. Polar Research27, 318–338.
    [Google Scholar]
24. SamsM. and CarterD.2017. Stuck between a rock and a reflection: a tutorial on low‐frequency models for seismic inversion. Interpretation5, B17–B27.
    [Google Scholar]
25. WhitcombeD.N., ConnollyP.A., ReaganR.L. and RedshawT.C.2002. Extended elastic impedance for fluid and lithology prediction. Geophysics67, 63–67.
    [Google Scholar]
26. WhiteR.E.1980. Partial coherence matching of synthetic seismograms with seismic traces. Geophysical Prospecting28, 333–358.
    [Google Scholar]
27. YenwongfaiH.D., MondolN.H., FaleideJ.I. and LecomteI.2017a. Prestack simultaneous inversion to predict lithology and pore fluid in the Realgrunnen Subgroup of the Goliat Field, southwestern Barents Sea. Interpretation5, SE75–SE96.
    [Google Scholar]