首页|期刊导航|石油科学（英文版）|Reinterpretation of volcanic and hydrothermal influence on organic matter accumulation and paleo-depositional environment in a lacustrine shale system:Insight from interpretable machine learning model

Reinterpretation of volcanic and hydrothermal influence on organic matter accumulation and paleo-depositional environment in a lacustrine shale system:Insight from interpretable machine learning model

Enze Wang Tong Li Xiaoxiao Ma Maowen Li Yingxiao Fu Menhui Qian Tingting Cao Zhiming Li Yue Feng Zhijun Jin

石油科学（英文版）2026，Vol.23Issue(6)：3037-3058,22.

石油科学（英文版）2026，Vol.23Issue(6)：3037-3058,22.DOI:10.1016/j.petsci.2026.02.010

Reinterpretation of volcanic and hydrothermal influence on organic matter accumulation and paleo-depositional environment in a lacustrine shale system:Insight from interpretable machine learning model

Enze Wang ¹Tong Li ²Xiaoxiao Ma ¹Maowen Li ¹Yingxiao Fu ³Menhui Qian ¹Tingting Cao ¹Zhiming Li ¹Yue Feng ⁴Zhijun Jin⁵

作者信息

1. State Key Laboratory of Shale Oil and Gas Enrichment Mechanisms and Efficient Development,SINOPEC,Beijing,102206,China||Key Laboratory of Shale Oil/Gas Exploration and Production Technology,SINOPEC,Beijing,102206,China||Petroleum Exploration and Production Research Institute,SINOPEC,Beijing,102206,China
2. Petroleum Exploration and Production Research Institute,SINOPEC,Beijing,102206,China
3. School of Earth and Space Sciences,Peking University,Beijing,100871,China
4. Research Institute of Exploration and Development,PetroChina Changqing Oilfield Company,Xi'an,710018,Shaanxi,China
5. Institute of Energy,Peking University,Beijing,100871,China
折叠

摘要

关键词

Lacustrine shale/Paleoenvironment reconstruction/Interpretable machine leaning/Volcanic and hydrothermal activity/Organic matter enrichment mechanisms/Ordos Basin

Key words

Lacustrine shale/Paleoenvironment reconstruction/Interpretable machine leaning/Volcanic and hydrothermal activity/Organic matter enrichment mechanisms/Ordos Basin

引用本文复制引用

Enze Wang,Tong Li,Xiaoxiao Ma,Maowen Li,Yingxiao Fu,Menhui Qian,Tingting Cao,Zhiming Li,Yue Feng,Zhijun Jin..Reinterpretation of volcanic and hydrothermal influence on organic matter accumulation and paleo-depositional environment in a lacustrine shale system:Insight from interpretable machine learning model[J].石油科学（英文版）,2026,23(6):3037-3058,22.

基金项目

This study is supported by the National Natural Science Foun-dation of China(Projects 42090022,U24B6002,and 42502151). （Projects 42090022,U24B6002,and 42502151）

石油科学（英文版）

ISSN：1672-5107

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