An overview of a highly versatile forward and stable inverse algorithm for airborne, ground-based and borehole electromagnetic and electric data

E Auken, AV Christiansen, C Kirkegaard… - Exploration …, 2015 - Taylor & Francis
We present an overview of a mature, robust and general algorithm providing a single
framework for the inversion of most electromagnetic and electrical data types and instrument …

A review of helicopter‐borne electromagnetic methods for groundwater exploration

B Siemon, AV Christiansen… - Near Surface Geophysics, 2009 - Wiley Online Library
For about three decades, airborne electromagnetic (AEM) systems have been used for
groundwater exploration purposes. Airborne systems are appropriate for large‐scale and …

Hybrid memetic pretrained factor analysis-based deep belief networks for transient electromagnetic inversion

R Li, X Wu, H Tian, N Yu, C Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As a trenchless detection approach, the transient electromagnetic method (TEM) can
effectively detect well-conducted geoelectric structures, such as groundwater structures. The …

Quasi-3D modeling of airborne TEM data by spatially constrained inversion

A Viezzoli, AV Christiansen, E Auken, K Sørensen - Geophysics, 2008 - library.seg.org
We present a new methodology, spatially constrained inversion (SCI), that produces quasi-
3D conductivity modeling of electromagnetic (EM) data using a 1D forward solution. Spatial …

A global measure for depth of investigation

A Vest Christiansen, E Auken - Geophysics, 2012 - library.seg.org
We tested a new robust concept for the calculation of depth of investigation (DOI) that is valid
for any 1D electromagnetic (EM) geophysical model. A good estimate of DOI is crucial when …

3D inversion of airborne electromagnetic data using a moving footprint

LH Cox, GA Wilson, MS Zhdanov - Exploration Geophysics, 2010 - Taylor & Francis
It is often argued that 3D inversion of entire airborne electromagnetic (AEM) surveys is
impractical, and that 1D methods provide the only viable option for quantitative …

A trans-dimensional Bayesian Markov chain Monte Carlo algorithm for model assessment using frequency-domain electromagnetic data

BJ Minsley - Geophysical Journal International, 2011 - academic.oup.com
A meaningful interpretation of geophysical measurements requires an assessment of the
space of models that are consistent with the data, rather than just a single,'best'model which …

Electromagnetic geophysics: Notes from the past and the road ahead

MS Zhdanov - Geophysics, 2010 - library.seg.org
During the last century, electrical geophysics has been transformed from a simple resistivity
method to a modern technology that uses complex data-acquisition systems and high …

Inversion of 1D frequency-and time-domain electromagnetic data with convolutional neural networks

V Puzyrev, A Swidinsky - Computers & geosciences, 2021 - Elsevier
Inversion of electromagnetic data finds applications in many areas of geophysics. The
inverse problem is commonly solved with either deterministic optimization methods (such as …

Time-domain-induced polarization: Full-decay forward modeling and 1D laterally constrained inversion of Cole-Cole parameters

G Fiandaca, E Auken, AV Christiansen, A Gazoty - Geophysics, 2012 - library.seg.org
Time-domain-induced polarization has significantly broadened its field of reference during
the last decade, from mineral exploration to environmental geophysics, eg, for clay and peat …