What is it about?
Inversion model can give useful information. However, the inverted resistivity model can't give always correct answer because of its resolution and sensitivity. We usually call the maximum depth, which has enough sensitivity, as depth of investigation (DOI). Thus, considering DOI is very important. This study provides not only inversion model but also DOI.
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Why is it important?
This research focuses on the development of a deep learning-based workflow to improve the efficiency and reproducibility of Electromagnetic (EM) surveys used for resource exploration.
Perspectives
The importance of this research lies in its potential to improve challenges by leveraging deep learning technologies. The proposed workflow reduces the time and computational resources needed while providing more reliable results, thereby enhancing the capabilities of resource exploration and geophysical research.
Hyeonwoo Kang
Hanyang University
Read the Original
This page is a summary of: Deep learning-based airborne transient electromagnetic inversion providing the depth of investigation, Geophysics, November 2023, Society of Exploration Geophysicists,
DOI: 10.1190/geo2022-0723.1.
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