Hydrocarbon Reservoir Characterization Based on the Integration of AVO and Fluid Replacement Modelling (FRM): A Case Study of the FR Field, Balikpapan Formation
DOI:
10.29303/jppipa.v11i11.12960Published:
2025-11-25Downloads
Abstract
This study aims to characterize potential gas-bearing reservoir zones in the FR Field within the Balikpapan Formation, Kutai Basin, through the integration of Amplitude Versus Offset (AVO) analysis and Fluid Replacement Modelling (FRM) using a single-well dataset. The Balikpapan Formation in the Kutai Basin is known for its complex stratigraphic and lithological heterogeneity, which poses challenges for seismic interpretation. The three-dimensional (3D) pre-stack seismic gathers were processed to preserve true amplitude for reliable AVO analysis. Intercept and gradient attributes were extracted to identify Class III AVO anomalies linked to gas-saturated sandstone. Validation was carried out using FRM based on well log data (Vp, Vs, and density) by simulating elastic property changes under different fluid conditions using Gassmann’s equation. The FRM results indicate a decrease in P-wave velocity and Poisson’s ratio under gas-saturated conditions, consistent with AVO responses. AVO attribute maps further depict the lateral distribution of zones prone to gas, offering valuable insights for well placement and field development strategies. The integration of AVO and FRM effectively reduces interpretation uncertainty and improves the understanding of reservoir characteristics within the Balikpapan Formation.
Keywords:
AVO Balikpapan formation Fluid replacement modelling Gas reservoir Pre-stack seismicReferences
Aki, K., & Richards P, G. (1980). Quantitative Seismology. Freeman.
Ali, A., & Alvarez, E. (2022). Simplifying the Integration of Petrophysics and Rock-Physics to Identify Hydrocarbon Bearing Rocks on Seismic. International Journal of Geosciences, 13(10), 951–972. https://doi.org/10.4236/ijg.2022.1310048
Avseth, P., Mukerji, T., & Mavko, G. (2005). Quantitative Seismic Interpretation. Cambridge University Press. https://doi.org/10.1017/CBO9780511600074
Castagna, J. P., & Smith, S. W. (1994). Comparison of AVO indicators: A modeling study. Geophysics, 59(12), 1849–1855. Retrieved from http://library.seg.org/
Castagna, J. P., Swan, H. W., & Foster, D. J. (1998). Framework for AVO gradient and intercept interpretation. Geophysics, 63(3), 948–956. https://doi.org/10.1190/1.1444406
Cloke, I. R., Moss, S. J., & Craig, J. (1999). Structural controls on the evolution of the Kutai Basin, East Kalimantan. Journal of Asian Earth Sciences, 17(1–2), 137–156. https://doi.org/10.1016/S0743-9547(98)00036-1
Ding, Q., Chen, S., Shen, J., Hu, Z., & Wang, G. (2025). Multiparameter Inversion of Seismic Pre-Stack Amplitude Variation with Angle Based on a New Propagation Matrix Method. Applied Sciences, 15(5), 2636. https://doi.org/10.3390/app15052636
El-Naby, A. A. A., Khalil, A. E., Talaat, A., & Ismail, A. (2025). Gas channels and chimneys detection using post-stack seismic attributes, simian field, offshore west Nile Delta, Egypt. Journal of Umm Al-Qura University for Applied Sciences, 11(3), 509–527. https://doi.org/10.1007/s43994-024-00204-3
Haris, A., Sandrina, R., & Riyanto, A. (2018). Integrated Avo, Elastic Seismic Inversion And Petrophysical Analysis For Reservoir Characterization: A Case Study Of Gas Field, South Sumatera Basin. Spektra: Jurnal Fisika dan Aplikasinya, 3(1), 7-14. https://doi.org/10.21009/SPEKTRA
Ismail, A., Ewida, H. F., Al-Ibiary, M. G., & Zollo, A. (2020). Application of AVO attributes for gas channels identification, West offshore Nile Delta, Egypt. Petroleum Research, 5(2), 112–123. https://doi.org/10.1016/j.ptlrs.2020.01.003
Jamaluddin, Schöpfer, K., Wagreich, M., Maria, Gier, S., & Fathy, D. (2024). Effect of Depositional Environment and Climate on Organic Matter Enrichment in Sediments of the Upper Miocene—Pliocene Kampungbaru Formation, Lower Kutai Basin, Indonesia. Geosciences, 14, 164. https://doi.org/10.3390/geosciences14060164
Jamaluddin, Wagreich, M., Gier, S., Schöpfer, K., & Battu, D. P. (2023). Sedimentary Environments and Paleoclimate Control of the Middle Miocene Balikpapan Group, Lower Kutai Basin (Indonesia): Implications for Evaluation of the Hydrocarbon Potential. Minerals, 13, 1259. https://doi.org/10.3390/min13101259
Li, Z., Song, B., Zhang, J., & Hu, G. (2016). Joint elastic and petrophysical inversion using prestack seismic and well log data. Exploration Geophysics, 47(4), 331–340. https://doi.org/10.1071/EG14074
Magoba, M., & Opuwari, M. (2020). Petrophysical interpretation and fluid substitution modelling of the upper shallow marine sandstone reservoirs in the Bredasdorp Basin, offshore South Africa. Journal of Petroleum Exploration and Production Technology, 10(2), 783–803. https://doi.org/10.1007/s13202-019-00796-1
Moss, S. J., & Chambers, J. L. C. (1999). Tertiary facies architecture in the Kutai Basin, Kalimantan, Indonesia. Journal of Asian Earth Sciences, 17(1–2), 157–181. https://doi.org/10.1016/S0743-9547(98)00035-X
Nugrahanto, K., Syafri, I., & Muljana, B. (2021). Depositional Environment of Deep-Water Fan Facies: A Case Study of the Middle Miocene Interval at the Kutei and North Makassar Basins. Jurnal Geologi Dan Sumberdaya Mineral, 22(1), 45–47. https://doi.org/10.33332/jgsm.geologi.22.1.45-57p
Permana, A. K., Kusworo, A., Wahyudiono, J., Sendjaja, Y. A., Panggabean, H., & Fauziely, L. (2022). Chemostratigraphy and Paleoenvironment of the Miocene Organic Rich Sediments in the East Kutai Sub-Basin, Indonesia. Jurnal Geologi Dan Sumberdaya Mineral, 21(1), 1–15. https://doi.org/10.33332/jgsm.geologi.v23.1.1-15
Ridwan, T. K., Hermana, M., Lubis, L. A., & Riyadi, Z. A. (2020). New AVO Attributes and Their Applications for Facies and Hydrocarbon Prediction: A Case Study from the Northern Malay Basin. Applied Sciences, 10(21), 7786. https://doi.org/10.3390/app10217786
Rutherford, S. R., & Williams, R. H. (1989). Amplitude‐versus‐offset variations in gas sands. Geophysics, 54(6), 680–688. https://doi.org/10.1190/1.1442696
Safira, A., Yulianita, D., & Utama, W. (2021). Fluid Substitution Analysis Using Gassmann’s Equation Modification on Carbonate Environment. Pakistan Journal of Scientific Research, 1(2), 8–12. https://doi.org/10.57041/pjosr.v1i2.6
Sumantri, I., Haris, A., & Riyanto, A. (2020). Integration of fluid replacement modeling and seismic AVO analysis towards simultaneous seismic inversion to delineate the distribution of Globigerina limestone gas reservoir. IOP Conference Series: Earth and Environmental Science, 481(1), 012051. https://doi.org/10.1088/1755-1315/481/1/012051
Yilmaz, Ö. (2001). Seismic Data Analysis. Society of Exploration Geophysicists. https://doi.org/10.1190/1.9781560801580
Zoeppritz, K. (1919). On the reflection and propagation of seismic waves. Gottinger Nachrichten, 1(5), 66-84. Retrieved from https://www.scirp.org/reference/referencespapers?referenceid=3350428
License
Copyright (c) 2025 Andhira Djafniel Yudanur, A. Haris, Said Sabbeq

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).






