MarketGeological modelling
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Geological modelling

Geological modelling, geologic modelling or geomodelling is the applied science of creating computerized representations of portions of the Earth's crust based on geophysical and geological observations made on and below the Earth surface. A geomodel is the numerical equivalent of a three-dimensional geological map complemented by a description of physical quantities in the domain of interest. Geomodelling is related to the concept of Shared Earth Model; which is a multidisciplinary, interoperable and updatable knowledge base about the subsurface.

Geological modelling components
Structural framework Incorporating the spatial positions of the major formation boundaries, including the effects of faulting, folding, and erosion (unconformities). The major stratigraphic divisions are further subdivided into layers of cells with differing geometries with relation to the bounding surfaces (parallel to top, parallel to base, proportional). Maximum cell dimensions are dictated by the minimum sizes of the features to be resolved (everyday example: On a digital map of a city, the location of a city park might be adequately resolved by one big green pixel, but to define the locations of the basketball court, the baseball field, and the pool, much smaller pixels – higher resolution – need to be used). Rock type Each cell in the model is assigned a rock type. In a coastal clastic environment, these might be beach sand, high water energy marine upper shoreface sand, intermediate water energy marine lower shoreface sand, and deeper low energy marine silt and shale. The distribution of these rock types within the model is controlled by several methods, including map boundary polygons, rock type probability maps, or statistically emplaced based on sufficiently closely spaced well data. Reservoir quality Reservoir quality parameters almost always include porosity and permeability, but may include measures of clay content, cementation factors, and other factors that affect the storage and deliverability of fluids contained in the pores of those rocks. Geostatistical techniques are most often used to populate the cells with porosity and permeability values that are appropriate for the rock type of each cell. Fluid saturation grid used in MODFLOW for simulating groundwater flow in an aquifer. Most rock is completely saturated with groundwater. Sometimes, under the right conditions, some of the pore space in the rock is occupied by other liquids or gases. In the energy industry, oil and natural gas are the fluids most commonly being modelled. The preferred methods for calculating hydrocarbon saturations in a geological model incorporate an estimate of pore throat size, the densities of the fluids, and the height of the cell above the water contact, since these factors exert the strongest influence on capillary action, which ultimately controls fluid saturations. Geostatistics An important part of geological modelling is related to geostatistics. In order to represent the observed data, often not on regular grids, we have to use certain interpolation techniques. The most widely used technique is kriging which uses the spatial correlation among data and intends to construct the interpolation via semi-variograms. To reproduce more realistic spatial variability and help assess spatial uncertainty between data, geostatistical simulation based on variograms, training images, or parametric geological objects is often used, e.g. Mineral Deposits Geologists involved in mining and mineral exploration use geological modelling to determine the geometry and placement of mineral deposits in the subsurface of the earth. Geological models help define the volume and concentration of minerals, to which economic constraints are applied to determine the economic value of the mineralization. Mineral deposits that are deemed to be economic may be developed into a mine. == Technology ==
Technology
Geomodelling and CAD share a lot of common technologies. Software is usually implemented using object-oriented programming technologies in C++, Java or C# on one or multiple computer platforms. The graphical user interface generally consists of one or several 3D and 2D graphics windows to visualize spatial data, interpretations and modelling output. Such visualization is generally achieved by exploiting graphics hardware. User interaction is mostly performed through mouse and keyboard, although 3D pointing devices and immersive environments may be used in some specific cases. GIS (Geographic Information System) is also a widely used tool to manipulate geological data. Geometric objects are represented with parametric curves and surfaces or discrete models such as polygonal meshes. == Research in Geomodelling ==
Research in Geomodelling
Problems pertaining to Geomodelling cover: • Defining an appropriate Ontology to describe geological objects at various scales of interest, • Integrating diverse types of observations into 3D geomodels: geological mapping data, borehole data and interpretations, seismic images and interpretations, potential field data, well test data, etc., • Better accounting for geological processes during model building, • Characterizing uncertainty about the geomodels to help assess risk. Therefore, Geomodelling has a close connection to Geostatistics and Inverse problem theory, • Applying of the recent developed Multiple Point Geostatistical Simulations (MPS) for integrating different data sources, • Automated geometry optimization and topology conservation == History ==
History
In the 70's, geomodelling mainly consisted of automatic 2D cartographic techniques such as contouring, implemented as FORTRAN routines communicating directly with plotting hardware. The advent of workstations with 3D graphics capabilities during the 80's gave birth to a new generation of geomodelling software with graphical user interface which became mature during the 90's. Since its inception, geomodelling has been mainly motivated and supported by oil and gas industry. ==Geological modelling software==
Geological modelling software
Software developers have built several packages for geological modelling purposes. Such software can display, edit, digitise and automatically calculate the parameters required by engineers, geologists and surveyors. Current software is mainly developed and commercialized by oil and gas or mining industry software vendors: ;Geologial modelling and visualisation • IRAP RMS SuiteGeoticMineGeomodeller3DDecisionSpace Geosciences SuiteDassault Systèmes GEOVIA provides Surpac, GEMS and Minex for geological modeling • GSI3DMira Geoscience provides GOCAD Mining Suite, a 3D geological modelling software that compiles, models, and analyzes for valid interpretation that honours all data. • Seequent provides Leapfrog 3D geological modeling & Geosoft GM-SYS and VOXI 3D modelling software. • Maptek provides Vulcan, 3D modular software visualisation for geological modelling and mine planning • Micromine is a comprehensive and easy to use exploration and mine design solution, which offers integrated tools for modelling, estimation, design, optimisation and scheduling. • PetrelRockworksSGS GenesisMoveSKUA-GOCADDatamine Software provides Studio EM and Studio RM for geological modelling • K-MINE is a mining software solution for geological modeling, mine planning, and surveying for open pit and underground operations. • BGS Groundhog Desktop free-to-use software developed by the GeoAnalytics and Modelling directorate of British Geological Survey. • GeoScene3D • GEOREKA Software is affordable 3D geological modelling aimed at mining, aggregates and mineral exploration. It provides a free geology viewer, or a full version combining traditional modelling methods with modern implicit modelling techniques such as RBFs and machine learning. ;Groundwater modelling • FEFLOWFEHMMODFLOW :*GMS :*Visual MODFLOW • ZOOMQ3D Moreover, industry Consortia or companies are specifically working at improving standardization and interoperability of earth science databases and geomodelling software: • Standardization: GeoSciML by the Commission for the Management and Application of Geoscience Information, of the International Union of Geological Sciences. • Interoperability: OpenSpirit, by TIBCO(r) ==See also==
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