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Updated: Apr 13, 2026

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使用Xgboost方法估计混合页岩的总有机碳含量,以及对页岩油勘探的影响

Yuhang Zhang1,2, Guanlong Zhang3, Weiwei Zhao4,5

  • 1School of Earth Sciences and Engineering, Xi'an Shiyou University, Xi'an, 710065, China. yhzhang@xsyu.edu.cn.

Scientific reports
|September 6, 2024
PubMed
概括

本研究使用机器学习对页岩中总有机碳 (TOC) 估计,通过减少数据尺寸来提高准确性. 改进的模型确定了有前途的页岩油勘探目标.

关键词:
城形成 城形成格尔盆地 格尔盆地机器学习 机器学习页岩油是一种页岩油.估计的TOC估计.

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