Cooperative geophysical inversion integrated with 3D geological modelling in the Boulia region, QLD

M. Rashidifard, J. Giraud, M. Lindsay, M. Jessell
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Abstract

Reconciling rock unit boundary geometry is crucial for geological and geophysical studies aiming to achieve a comprehensive 3D subsurface model. To create a unified 3D parametrization suitable for both geological modeling and geophysical inversion, an integrated approach utilizing implicit modeling is essential. However, a key challenge lies in encapsulating all pertinent information within the 3D model, ensuring compatibility with the utilized datasets and existing constraints. In this study, we present a workflow that enables the generation of an integrated 3D subsurface model primarily using gravity and reflection seismic datasets. Our approach involves a cooperative geophysical inversion workflow, which incorporates the inverted model from the reflection seismic data while leveraging sparse petrophysical information. Despite advances in integrated modelling, the incorporation of implicit modelling approaches in cooperative inversion workflows remains unexplored. In our gravity inversion process, we employ a generalized level set method to refine the boundaries of rock units in the prior model. We integrate the inverted model, derived from seismic and other sparse petrophysical datasets, to create a comprehensive 3D prior model. To enhance the integration of reflection seismic datasets in the level set inversion, we introduce a weighting uncertainty matrix containing constraint terms. This step refines the model's accuracy and ensures greater consistency. Finally, we search for any missing rock units within inverted model through nucleation investigations. The introduced methodology has undergone successful testing in the Boulia region (Southern Mount Isa, Queensland), utilizing two 2D reflection seismic profiles and regional gravity datasets. This study primarily aims to reconstruct the geometry of major structures within the basement units and the basin at a regional scale. By combining seismic profiles and gravity datasets with constraining information, we are able to create a 3D model of the area that accurately represents distinct rock units and their boundary geometries. Additionally, relevant legacy datasets and prior modeling results from the region have been incorporated and refined, ensuring that the final model aligns with all available knowledge about the area.
合作地球物理反演与昆士兰州布利亚地区三维地质建模相结合
协调岩石单元边界几何是地质和地球物理研究的关键,目的是建立一个全面的三维地下模型。要创建适合地质建模和地球物理反演的统一三维参数,必须采用隐式建模的综合方法。然而,关键的挑战在于如何将所有相关信息封装到三维模型中,并确保与使用的数据集和现有约束条件兼容。在本研究中,我们提出了一种工作流程,主要利用重力和反射地震数据集生成综合三维地下模型。我们的方法涉及合作地球物理反演工作流程,该流程结合了反射地震数据的反演模型,同时利用稀疏的岩石物理信息。尽管在综合建模方面取得了进展,但在合作反演工作流程中纳入隐式建模方法仍有待探索。在重力反演过程中,我们采用了广义水平集方法来细化先验模型中岩石单元的边界。我们整合了从地震和其他稀疏岩石物理数据集得到的反演模型,创建了一个全面的三维先验模型。为了在水平集反演中加强反射地震数据集的整合,我们引入了包含约束项的加权不确定性矩阵。这一步骤可提高模型的准确性,并确保更高的一致性。最后,我们通过成核调查寻找反演模型中缺失的岩石单元。利用两个二维反射地震剖面和区域重力数据集,引入的方法在布利亚地区(昆士兰州伊萨山南部)进行了成功测试。这项研究的主要目的是在区域范围内重建基底单元和盆地内主要结构的几何形状。通过将地震剖面和重力数据集与约束信息相结合,我们能够创建该地区的三维模型,该模型能够准确地表示不同的岩石单元及其边界几何形状。此外,我们还将该地区的相关遗留数据集和先前的建模结果纳入其中并加以完善,确保最终模型与该地区的所有现有知识保持一致。
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