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15th Biennial International Conference SPG 2025

Role of Variogram model for Facies Distribution in fine scale Geo-Cellular Modelling – A Case study

Published in GEOHORIZONS - 2025

Akshita Singh 1 , Shailendra P. Singh 2, Prof. B. S. Bisht 1 , Prof. V.B. Singh 1, Prof .Soumyajit Mukherjee 3 , 1Graphic Era Deemed to be University, Dehradun, Uttarakhand, INDIA, 2GEOPIC, ONGC Dehradun, Uttarakhand, INDIA, 3Department of Earth Sciences, Indian Institute of Technology Bombay, Powai, Mumbai, Maharashtra, INDIA

Abstract


3D distribution of syn- and post-depositional facies is a prime requirement in geoscientific models. The task become more challenging in heterogenous reservoirs due to their complex lithological variations. To address this situation, distributions of facies is a prerequisite for the discrete facies log created from well log data at respective well locations in a 3D model. The facies log is upscaled as per the layering scheme and representative facies for the geo-cells is defined. Additionally, mapping and connectivity in 3D models are crucial exercises in facies modelling process. A stochastic facies modelling technique was employed to develop a lithofacies model for the mid-Eocene age Hazad Member of Ankleshwar Formation in Jambusar-Broach Block (JBB) of Cambay Basin. Using Sequential Indicator Simulation (SIS), multiple realizations were generated for the representative facies-sand, silt, shale and coal. Variogram analysis proved to be a crucial step in this process, as it established spatial correlation and realistic distribution of lithofacies within the model. This distribution was validated against known well locations, confirming its reliability.

Keywords


Lithofacies modelling; discrete facies log; variogram modelling; Sequential indicator simulation; depositional environment

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