Geo-Sketcher: Rapid 3D Geological Modeling using Geological and Topographic Map Sketches

The construction of 3D geological models is an essential task in oil/gas exploration, development and production. However, it is a cumbersome, time-consuming and error-prone task mainly because of the model's geometric and topological complexity. The models construction is usually separated int...

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Bibliographic Details
Published in:arXiv.org 2023-08
Main Authors: Amorim, Ronan, Emilio Vital Brazil, Samavati, Faramarz, Mario Costa Sousa
Format: Article
Language:English
Subjects:
Annotations
Complexity
Geological mapping
Geology
Graphical representations
Modelling
Oil exploration
Radial basis function
Sketches
Three dimensional models
Topographic maps
Topography
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Summary:The construction of 3D geological models is an essential task in oil/gas exploration, development and production. However, it is a cumbersome, time-consuming and error-prone task mainly because of the model's geometric and topological complexity. The models construction is usually separated into interpretation and 3D modeling, performed by different highly specialized individuals, which leads to inconsistencies and intensifies the challenges. In addition, the creation of models following geological rules is paramount for properly depicting static and dynamic properties of oil/gas reservoirs. In this work, we propose a sketch-based approach to expedite the creation of valid 3D geological models by mimicking how domain experts interpret geological structures, allowing creating models directly from interpretation sketches. Our sketch-based modeler (Geo-Sketcher) is based on sketches of standard 2D topographic and geological maps, comprised of lines, symbols and annotations. We developed a graph-based representation to enable (1) the automatic computation of the relative ages of rock series and layers, and (2) the embedding of specific geological rules directly in the sketching. We introduce the use of Hermite-Birkhoff Radial Basis Functions to interpolate the geological map constraints, and demonstrate the capabilities of our approach with a variety of results with different levels of complexity.
ISSN:2331-8422