Deep transfer learning for seismic characterization of strike-slip faults in karstified carbonates from the northern Tarim basin

Deep transfer learning for seismic characterization of strike-slip faults in karstified carbonates from the northern Tarim basin

Abstract The largest pre-Mesozoic ultra-deep (> 6000 m) strike-slip fault-controlled oilfield has been discovered in the northern Tarim Basin of northwestern China, and a deeper interpretation of strike-slip faults is crucial for optimizing well trajectory and development plans. Conventional seis...

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Bibliographic Details
Main Authors: Jiawei Liu, Guanghui Wu, Lixin Chen, Xiaoguo Wan, Bingshan Ma, Ransong Zhang, Chen Qiu, Xupeng Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Strike-slip faults
Deep learning
Constructing fault label
Karstified carbonate
Tarim basin
Online Access:https://doi.org/10.1038/s41598-025-94134-7
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https://doi.org/10.1038/s41598-025-94134-7

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