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Joint Journal of Novel Carbon Resource Sciences and Green Asia Strategy

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Reservoir Characterization using Simultaneous Inversion, AVO Analysis, and Seismic Attributes: A Case Study of Conglomerates-Volcanic, Northwest Java Basin

Saeful Ghofar Zamianie Putra1, Muhammad Oktama Aulia Akbar2, Putra Pratama Wahyu Hidayat2, Sudarmaji Saroji3, Sismanto Sismanto3,*
1Physics Department, Gadjah Mada University, Sekip Utara, Bulaksumur, Yogyakarta 55281, Indonesia
2PT. Pertamina EP, Cirebon, West Java, Indonesia
3Geophysics Laboratory, Physics Department, Gadjah Mada University, Sekip Utara, Bulaksumur, Yogyakarta 55281, Indonesia
*Author to whom correspondence should be addressed:
E-mail: sismanto@ugm.ac.id (SS)
Received: February 06, 2025 | Revised: August 27, 2025 | Accepted: November 12, 2025 | Published: December 2025
Abstract
The Northwest Java Basin (NWJB) in Indonesia is a productive basin with proven oil and gas production. It consists of conglomerate, volcanic rock, and shale. A key exploration challenge in the NWJB is the extensive volcanic cover, which significantly reduces the effectiveness of conventional seismic methods. In this study, we employ seismic interpretation techniques to address these challenges and enhance the success of oil and gas exploration in volcanic-dominated settings. This study uses simultaneous inversion to characterize conglomerate distribution among volcanic rocks, using sensitive parameters like Vp/Vs, density, and lambda-rho. The study also uses AVO analysis on the LAC-12 well to identify potential locations. The study uses RMS amplitude, sweetness, and spectral decomposition attributes to support the structure at the study site. The simultaneous inversion was proven to characterize the distribution of conglomerate among volcanic rocks by using several sensitive parameters consisting of Vp/Vs with a cut-off value of <1.6, density with a cut-off value of <2.35 g/cc, and lambda-rho, or incompressibility, < 20 Gpa*g/cc. Furthermore, AVO analysis on the LAC-12 well showed that the reservoir in this study was of class IIp AVO type at the top and class II at the base. These attributes are integrated with the inversion parameter and supported by the interpretation of the AVO attribute cross-section, which produces three potential locations in the pre-TAF horizon with a depth of about 2100 ms.
Keywords
and lambda-rho; attribute AVO; conglomerate distribution; Northwest Java Basin; Pre-TAF; volcanic rocks
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References
  1. 1) Noble, R. A., Pratomo, K. H., Nugrahanto, K., Ibrahim, A. M. T., Prasetya, I., Mujahidin, N. , W. C. H., & Howes, J. V. C., "Petroleum systems of northwest Java, Indonesia," Proc. Indon. Petrol. Assoc., International Conference on Petroleum Systems of SE Asia and Australasia. (1997)
  2. 2) Putra, S. D. H,. Suryantini, and W. Srigutomo, "Thermal modeling and heat flow density interpretation of the onshore Northwest Java Basin, Indonesia," Geothermal Energy, 4(1) (2016) doi:10.1186/s40517-016-0052-x
  3. 3) M.G. Bishop,"Petroleum systems of the Northwest Java Province, Java, and offshore southeast Sumatra, Indonesia," Reston, VA (2000) doi:10.3133/ofr9950R
  4. 4) Glesko, M., Suria C., and, Sinclair, S, "Basin Evolution of the Ardjuna Rift System and Its Implications For Hydrocarbon Exploration, Offshore Northwest Java, Indonesia," Proc. Indon. Petrol. Assoc., 24th Ann. Conv. (1995)
  5. 5) Herianto, H, "Determination of Hydrocarbon Zones Using Logging Data Analysis in A Sandstone Reservoir (Case Study: Structure ‘TL’ Basin North West Java)," Indonesian Journal on Geoscience, 5(3), 251-263 (2018) doi:10.17014/ijog.5.3.251-263
  6. 6) Aveliansyah, Ponco, P., Triyono, W., Saefullah, U., "Pre-Talang Akar Formation: New Hopes for Hydrocarbon Exploration in the Offshore," Proc. Indon. Petrol. Assoc., 40th Ann. Conv (2016)
  7. 7) Russell, B. H, "Introduction to Seismic Inversion Method (S. N. Domenico, Ed.)," Society of Exploration Geophysics, 1988 doi:10.1190/1.9781560802303
  8. 8) Rutherford, S. R., & Williamst, R. H, "Amplitude-versus-offset variations in gas sands," Geophysics, 54(6), 680-688 (1989) doi:10.1190/1.1442696
  9. 9) Booth, A. D., Emir, E., & Diez, A, "Approximations to seismic AVA responses: Validity and potential in glaciological applications," Geophysics, 81(1), WA1–WA11 (2016) doi:10.1190/GEO2015-0187.1
  10. 10) Castagna, J. P., & Backus, M. M., "Offset-dependent Reflectivity: Theory and Practice of AVO Analysis (Michael R Cooper, Ed.)". Society of Exploration Geophysics, 1993 doi:10.1190/1.9781560802624
  11. 11) Russell, B. H., Gray, D., & Hampson, D. P, "Linearized AVO and poroelasticity," Geophysics, 73(3), C19-29, (2011). https://doi.org/ doi:10.1190/1.3555082
  12. 12) Chopra, S., & Marfurt, K. J, "Seismic attributes — A historical perspective". Geophysics, 70(5), 3SO-28SO, (2005) doi:10.1190/1.2098670
  13. 13) Sarhan, M. A, "The efficiency of seismic attributes to differentiate between massive and non-massive carbonate successions for hydrocarbon exploration activity," NRIAG Journal of Astronomy and Geophysics, 6(2), 311-325, (2017) doi:10.1016/j.nrjag.2017.06.003
  14. 14) Kriski, L., Muhtar, M. Indah Nursina, I. Suripto Suyatno, H. Heru Prasetijo, and H. Niko Saputra, "De-Risking Exploration Well In A Mature Basin, Jabung Block, South Sumatra Basin: Application of Avo Analysis In A Sub-Unconformity Play," Indonesia Petroleum Association (IPA) (2022)
  15. 15) Al Muhaidib, A. M., Sen, M. K., & Nafi Toksoz, M, "Integration of geology, rock physics, logs, and pre-stack seismic data for reservoir porosity estimation," AAPG Bulletin, 96(7), 1235-1251 (2012) doi:10.1306/01021211083
  16. 16) Xu, S., & White, R. E, "A new velocity model for clay‐sand mixtures," Geophysical Prospecting, 43(1), 91-118, (1995) doi:10.1111/j.1365-2478.1995.tb00126.x
  17. 17) Hampson D., and B., Russel, "Simultaneous inversion of pre-stack seismic data," CSEG National Convention (2005) doi:10.1190/1.2148008
  18. 18) Fatti, J. L., Smith, G. C., Vail, P. J., Strauss, P. J., and Levitt, P. R., "Detection of gas in sandstone reservoirs using AVO analysis: A 3-D seismic case history using the Geostack technique", Geophysics, 59(9) (1994) doi:10.1190/1.1443695
  19. 19) Sheriff, R. E., & Geldart, L. P., "Exploration Seismology". Cambridge University Press, 1995 doi:10.1017/CBO9781139168359
  20. 20) Shuey, R. T., "A simplification of the Zoeppritz equations," Geophysics, 50, 1984, p.609-614 (1984) doi:10.1190/1.1441936
  21. 21) Aki, K., and Richards, P.G., "Quantitative Seismology 2nd edition," University Science Books, 2002
  22. 22) Young, R. A., & LoPiccolo, R. D, "A comprehensive AVO classification," The Leading Edge, 22(10), 1030-1037 (2003) doi:10.1190/1.1623645
  23. 23) Bagdassarov, N., "Fundamentals of Rock Physics," Cambridge University Press, 2021 doi:10.1017/9781108380713
  24. 24) Oumarou, S., Mabrouk, D., Tabod, T. C., Marcel, J., Ngos III, S., Essi, J. M. A., & Kamguia, J, "Seismic attributes in reservoir characterization: an overview," Arabian Journal of Geosciences, 14(5), 402, (2021) doi:10.1007/s12517-021-06626-1
  25. 25) Pamungkas, T. D., Nandi, & Ridwana, R, "Conceptual interpretation seismic 3d using rms amplitude and dip-azimuth attribute analysis for identification structure and facies model in physical geographic," IOP Conference Series: Earth and Environmental Science, 683(1), 012055, (2021) doi:10.1088/1755-1315/683/1/012055
  26. 26) Emujakporue, G. O., & Enyenihi, E. E, "Identification of seismic attributes for hydrocarbon prospecting of Akos field, Niger Delta, Nigeria," SN Applied Sciences, 2(5), 910, (2020) doi:10.1007/s42452-020-2570-1
  27. 27) Hart, B. S, "Channel detection in 3-D seismic data sing sweetness," American Association of Petroleum Geologists Bulletin, 92(6), 733-742, (2008) doi:10.1306/02050807127
  28. 28) Maurya, S. P., Singh, N. P., and Singh, K. H., "Seismic Inversion Methods: A Practical Approach," Springer, 2020. doi.org/10.1007/978-3-030-45662-7
  29. 29) Curia, D., Strecker, U., and Veeken, P., "Anisotropy Analysis of Vaca Muerta Source Rocks and Multicomponent Seismic Inversion, Bandurria Norte Concession, Argentina," First EAGE Conference on Seismic Inversion, 1 – 5 (2020) doi:10.3997/2214-4609.202037015
  30. 30) Barnes, A., "Handbook of Poststack Seismic Attributes (Vol. 21)," Society of Exploration Geophysicists, 2016 doi:10.1190/1.9781560803324
  31. 31) Goloshubin, G., Korneev, V., and Vingalov V., "Seismic low-frequency effects from oil-saturated reservoir zones," SEG Technical Program Expanded Abstracts, 1813-1816, 2002 doi:10.1190/1.1815739
  32. 32) Goodway, B., Suria, C., and, Sinclair, S., "Improved AVO Fluid Detection and Lithology Discrimination Using Lamé Petrophysical Parameters; "λρ","μρ", & " λ/μ Fluid Stack", from P and S Inversions," SEG Technical Program Expanded Abstracts, 183-186, (1997) doi:10.1190/1.1885795
  33. 33) Hampson D., and Russel, B., "Hampson Russell Help System". CGG, Veritas, 2018
  34. 34) Ismail, A., Ewida, H. F., . Al-Ibiary, M. G, and Zollo, A., "Application of AVO attributes for gas channels identification, West offshore Nile Delta, Egypt," Petroleum Research, 5 (2) 112-123 (2020) doi:10.1016/j.ptlrs.2020.01.003
  35. 35) Gray, D., and F., Anderson, "The application of AVO and inversion to the estimate of rock properties," CSEG Recorder (26) 105-110 (2001) doi:10.3997/2214-4609.202037015
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