An intelligent lithology identification method for sandstone and mudstone strata and its applications: A case study of the Jurassic strata in the Lunnan area, Xinjiang, China

An intelligent lithology identification method for sandstone and mudstone strata and its applications: A case study of the Jurassic strata in the Lunnan area, Xinjiang, China

ObjectiveLithology identification lays the foundation for fine-scale reservoir evaluation. However, traditional identification methods generally utilize the interactive relationships between only 2‒3 logging parameters, suffering from low utilization rates of logging information and low identificati...

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Bibliographic Details
Main Authors: Ming CAI, Qingwen ZHOU, Cong YANG, Feng CHEN, Dong WU, Wang LIN, Chengguang ZHANG, Yuanjun ZHANG, Yuxin MIAO
Format: Article
Language:zho
Published: Editorial Office of Coal Geology & Exploration 2025-01-01
Series:Meitian dizhi yu kantan
Subjects:
logging
lithology identification
artificial intelligence (ai)
catboost
gradient boosting algorithm
Online Access:http://www.mtdzykt.com/article/doi/10.12363/issn.1001-1986.24.07.0503
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