A review of airborne electromagnetic methods with focus on geotechnical and hydrological applications from 2007 to 2017
The purpose of this review is to report the major advancements that have been made within
the area of airborne electromagnetics (AEM) between 2007 and 2017, with a focus on …
the area of airborne electromagnetics (AEM) between 2007 and 2017, with a focus on …
Physics-embedded machine learning for electromagnetic data imaging: Examining three types of data-driven imaging methods
Electromagnetic (EM) imaging is widely applied in sensing for security, biomedicine,
geophysics, and various industries. It is an ill-posed inverse problem whose solution is …
geophysics, and various industries. It is an ill-posed inverse problem whose solution is …
tTEM—A towed transient electromagnetic system for detailed 3D imaging of the top 70 m of the subsurface
There is a growing need for detailed investigation of the top 30–50 m of the subsurface,
which is critical for infrastructure, water supply, aquifer storage and recovery, farming, waste …
which is critical for infrastructure, water supply, aquifer storage and recovery, farming, waste …
Development of the inversion method for transient electromagnetic data
G Xue, H Li, Y He, J Xue, X Wu - IEEE Access, 2020 - ieeexplore.ieee.org
Transient electromagnetic method (TEM) is a geophysical tool to obtain resistivity
distribution in the subsurface. Combining with the resistivity property of typical rocks, the …
distribution in the subsurface. Combining with the resistivity property of typical rocks, the …
Model-based synthetic geoelectric sampling for magnetotelluric inversion with deep neural networks
R Li, N Yu, X Wang, Y Liu, Z Cai… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Neural networks (NNs) are efficient tools for rapidly obtaining geoelectric models to solve
magnetotelluric (MT) inversion problems. Training an NN with strong predictive power …
magnetotelluric (MT) inversion problems. Training an NN with strong predictive power …
The importance of subsurface drainage on model performance and water balance in an agricultural catchment using SWAT and SWAT-MODFLOW
Artificial subsurface drainage impacts the hydrological system, but its spatial distribution is
typically uncertain, hindering the understanding of the hydrological behaviour of a certain …
typically uncertain, hindering the understanding of the hydrological behaviour of a certain …
Combination of multigrid with constraint data for inverse problem of nonlinear diffusion equation
T Liu, D Ouyang, L Guo, R Qiu, Y Qi, W **e, Q Ma… - Mathematics, 2023 - mdpi.com
This paper delves into a rapid and accurate numerical solution for the inverse problem of the
nonlinear diffusion equation in the context of multiphase porous media flow. For the …
nonlinear diffusion equation in the context of multiphase porous media flow. For the …
[HTML][HTML] Assessment of Distributed Acoustic Sensing (DAS) performance for geotechnical applications
M Rossi, R Wisén, G Vignoli, M Coni - Engineering Geology, 2022 - Elsevier
Abstract Distributed Acoustic Sensing (DAS) is a recent technology that acquires acoustic
vibrations via fiber optics sensors. The utilization of such technique for near-surface …
vibrations via fiber optics sensors. The utilization of such technique for near-surface …
(Quasi-) real-time inversion of airborne time-domain electromagnetic data via artificial neural network
The possibility to have results very quickly after, or even during, the collection of
electromagnetic data would be important, not only for quality check purposes, but also for …
electromagnetic data would be important, not only for quality check purposes, but also for …
Quasi-2-D Bayesian inversion of central loop transient electromagnetic data using an adaptive Voronoi parametrization
Central loop transient electromagnetic (TEM) data are often interpreted by conventional 1-D
or quasi-2-D inversion techniques. For example, the lateral constrained inversion (LCI) is a …
or quasi-2-D inversion techniques. For example, the lateral constrained inversion (LCI) is a …