3-D Structural geological models: Concepts, methods, and uncertainties
F Wellmann, G Caumon - Advances in geophysics, 2018 - Elsevier
The Earth below ground is the subject of interest for many geophysical as well as geological
investigations. Even though most practitioners would agree that all available information …
investigations. Even though most practitioners would agree that all available information …
[HTML][HTML] A lightweight convolutional neural network with end-to-end learning for three-dimensional mineral prospectivity modeling: A case study of the Sanhetun Area …
B Zhang, K Xu, U Khan, X Li, L Du, Z Xu - Ore Geology Reviews, 2023 - Elsevier
With the continuous exploitation of surface and shallow mineral resources, the global
demand for concealed ore deposit exploration is increasing. However, concealed mineral …
demand for concealed ore deposit exploration is increasing. However, concealed mineral …
An overview of multimethod imaging approaches in environmental geophysics
FM Wagner, S Uhlemann - Advances in Geophysics, 2021 - Elsevier
Quantitative characterization of subsurface properties is critical for many environmental
applications and serves as the basis to simulate and better understand dynamic subsurface …
applications and serves as the basis to simulate and better understand dynamic subsurface …
Three-dimensional geological modeling and spatial analysis from geotechnical borehole data using an implicit surface and marching tetrahedra algorithm
J Guo, X Wang, J Wang, X Dai, L Wu, C Li, F Li, S Liu… - Engineering …, 2021 - Elsevier
Abstract Three-dimensional (3D) geological modeling based on borehole data usually
requires many manual operations, and the modeling process remains very complicated and …
requires many manual operations, and the modeling process remains very complicated and …
[HTML][HTML] Regional-scale 3D modelling in metamorphic belts: An implicit model-driven workflow applied in the Pennine Alps
G Arienti, A Bistacchi, G Caumon, G Dal Piaz… - Journal of Structural …, 2024 - Elsevier
Leveraging a high resolution geological and structural dataset acquired over decades of
fieldwork, we build the 3D structural model of a portion of the highly deformed core of the …
fieldwork, we build the 3D structural model of a portion of the highly deformed core of the …
[HTML][HTML] Bayesian geological and geophysical data fusion for the construction and uncertainty quantification of 3D geological models
Traditional approaches to develop 3D geological models employ a mix of quantitative and
qualitative scientific techniques, which do not fully provide quantification of uncertainty in the …
qualitative scientific techniques, which do not fully provide quantification of uncertainty in the …
[HTML][HTML] A method to construct statistical prior models of geology for probabilistic inversion of geophysical data
In probabilistic inversion of geophysical data, one must describe the expected noise in the
system, and any prior information. In a geoscience context, prior information can provide a …
system, and any prior information. In a geoscience context, prior information can provide a …
The potential of machine learning for a more responsible sourcing of critical raw materials
The digitization and automation of the raw material sector is required to attain the targets set
by the Paris Agreements and support the sustainable development goals defined by the …
by the Paris Agreements and support the sustainable development goals defined by the …
Implicit modelling and dynamic update of tunnel unfavourable geology based on multi-source data fusion using support vector machine
B Yang, Y Ding, Q Zhu, L Zhang, H Wu… - … and Management of …, 2024 - Taylor & Francis
Three-dimensional unfavourable geology models with complex structures and various
attributes have become crucial for optimal design and risk control during tunnel construction …
attributes have become crucial for optimal design and risk control during tunnel construction …
Integrated framework for geological modeling: integration of data, knowledge, and methods
H Li, B Wan, D Chu, R Wang, G Ma, C Lei… - Bulletin of Engineering …, 2024 - Springer
Abstract Three-dimensional (3D) geological modeling from limited and scattered information
is essential for engineering geological investigation and design. Previous studies have …
is essential for engineering geological investigation and design. Previous studies have …