Estimating the Total Organic Carbon in Complex Lithology From Well Logs Based on Convolutional Neural Networks

Estimating the Total Organic Carbon in Complex Lithology From Well Logs Based on Convolutional Neural Networks

The total organic carbon content is an important indicator for evaluating source rocks. The lithology of the Majiagou Formation in the Tao 112 well area in the eastern Ordos Basin is complex and changeable. The source rock TOC is usually only 0.3%, and the logging response to the TOC is not obvious....

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Bibliographic Details
Main Authors: Yun He, Zhanyang Zhang, Xixin Wang, Zhenyu Zhao, Wei Qiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Earth Science
Subjects:
TOC logging calculation
convolutional neural networks
carbonate source rocks
complex lithology
well logging
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.871561/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2022.871561/full

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