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[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 …
Automatic reconstruction method of 3D geological models based on deep convolutional generative adversarial networks
How to reconstruct a credible three-dimensional (3D) geological model from very limited
survey data, eg boreholes, outcrop, and two-dimensional (2D) images, is challenging in the …
survey data, eg boreholes, outcrop, and two-dimensional (2D) images, is challenging in the …
[HTML][HTML] Integration of geoscientific uncertainty into geophysical inversion by means of local gradient regularization
We introduce a workflow integrating geological modelling uncertainty information to
constrain gravity inversions. We test and apply this approach to the Yerrida Basin (Western …
constrain gravity inversions. We test and apply this approach to the Yerrida Basin (Western …
An improved and extended parameterization of the CO2 15 µm cooling in the middle and upper atmosphere (CO2_cool_fort-1.0)
M López-Puertas, F Fabiano… - Geoscientific Model …, 2024 - gmd.copernicus.org
The radiative infrared cooling of CO 2 in the middle atmosphere, where it emits under non-
local thermodynamic equilibrium (non-LTE) conditions, is a crucial contribution to the energy …
local thermodynamic equilibrium (non-LTE) conditions, is a crucial contribution to the energy …
Sensitivity of constrained joint inversions to geological and petrophysical input data uncertainties with posterior geological analysis
The integration of petrophysical data and probabilistic geological modelling in geophysical
joint inversion is a powerful tool to solve exploration challenges. Models obtained from …
joint inversion is a powerful tool to solve exploration challenges. Models obtained from …
A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper …
The spatial modeling of geo-domains has become ubiquitous in many geoscientific fields.
However, geo-domains' spatial modeling poses real challenges, including the uncertainty …
However, geo-domains' spatial modeling poses real challenges, including the uncertainty …
Assessing geometrical uncertainties in geological interface models using Markov chain Monte Carlo sampling via abstract graph
Uncertainty assessment is a common requirement in 3D modeling applications. The Markov
chain Monte-Carlo (MCMC) method is a practical way to generate multiple realizations of 3D …
chain Monte-Carlo (MCMC) method is a practical way to generate multiple realizations of 3D …
Towards plausible lithological classification from geophysical inversion: honouring geological principles in subsurface imaging
We propose a methodology for the recovery of lithologies from geological and geophysical
modelling results and apply it to field data. Our technique relies on classification using self …
modelling results and apply it to field data. Our technique relies on classification using self …
Cooperative geophysical inversion integrated with 3-D geological modelling in the Boulia region, QLD
Reconciling rock unit boundary geometry is crucial for geological and geophysical studies
aiming to achieve a comprehensive 3-D subsurface model. To create a unified 3-D …
aiming to achieve a comprehensive 3-D subsurface model. To create a unified 3-D …
Physical and mechanical rock properties of a heterogeneous volcano; the case of Mount Unzen, Japan
Volcanoes represent one of the most critical geological settings for hazard modelling due to
their propensity to both unpredictably erupt and collapse, even in times of quiescence …
their propensity to both unpredictably erupt and collapse, even in times of quiescence …