First-Break Picking of Large-Offset Seismic Data Based on CNNs with Weighted Data

First-Break Picking of Large-Offset Seismic Data Based on CNNs with Weighted Data

Deep reflection seismic data are usually accompanied by large-offset data, and the accurate and rapid identification of the first arrivals of seismic records plays an important role in eliminating the effects of topography and other factors that increase with the increasing offsets. In this paper, w...

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Bibliographic Details
Main Authors: Yuchen Yin, Liguo Han, Pan Zhang, Zhanwu Lu, Xujia Shang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Remote Sensing
Subjects:
first-break picking
large-offset seismic data
deep learning
convolutional neural network
tomography images
Online Access:https://www.mdpi.com/2072-4292/15/2/356

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