cigChannel: a large-scale 3D seismic dataset with labeled paleochannels for advancing deep learning in seismic interpretation

<p>Identifying paleochannels in 3D seismic volumes (seismic paleochannel interpretation) is essential for georesource development and offering insights into paleoclimate conditions. However, it remains a labor-intensive and time-consuming task. Deep learning has shown great promise in autom...

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Bibliographic Details
Main Authors: G. Wang, X. Wu, W. Zhang
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:Earth System Science Data
Online Access:https://essd.copernicus.org/articles/17/3447/2025/essd-17-3447-2025.pdf
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