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Machine learning-based grayscale analyses for lithofacies identification of the Shahejie formation,Bohai Bay Basin,China

Yu-Fan Wang Shang Xu Fang Hao Hui-Min Liu Qin-Hong Hu Ke-Lai Xi Dong Yang

石油科学（英文版）2025，Vol.22Issue(1)：42-54,13.

石油科学（英文版）2025，Vol.22Issue(1)：42-54,13.DOI:10.1016/j.petsci.2024.07.021

Machine learning-based grayscale analyses for lithofacies identification of the Shahejie formation,Bohai Bay Basin,China

Yu-Fan Wang ¹Shang Xu ¹Fang Hao ¹Hui-Min Liu ²Qin-Hong Hu ¹Ke-Lai Xi ¹Dong Yang¹

作者信息

1. National Key Laboratory of Deep Oil and Gas,China University of Petroleum(East China),Qingdao,266580,Shandong,China
2. Shengli Oilfield Branch Company,SINOPEC,Dongying,257015,Shandong,China
折叠

摘要

关键词

Shale/Machine learning/Absolute grayscale/Relative amplitude/Grayscale phase model/Lithofacies identification

Key words

Shale/Machine learning/Absolute grayscale/Relative amplitude/Grayscale phase model/Lithofacies identification

引用本文复制引用

Yu-Fan Wang,Shang Xu,Fang Hao,Hui-Min Liu,Qin-Hong Hu,Ke-Lai Xi,Dong Yang..Machine learning-based grayscale analyses for lithofacies identification of the Shahejie formation,Bohai Bay Basin,China[J].石油科学（英文版）,2025,22(1):42-54,13.

基金项目

This research was supported by the National Natural Science Foundation of China(42122017,41821002),and the Independent Innovation Research Program of China University of Petroleum(East China)(21CX06001A). （42122017,41821002）

石油科学（英文版）

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