Sandbody Prediction Based on Fusion of Seismic Multi-Attributes and Machine Learning Under Sedimentary Facies Constraint—A Case Study of Chenguanzhuang Area in Dongying Depression, Bohai Bay Basin

In complex sedimentary environments, the identification of thin sandbodies and the accurate prediction of their thickness remain challenging, particularly when relying on a single analytical approach. Taking the lower sub-member of the fourth member of the Shahejie Formation (Es₄<sup>L</s...

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Główni autorzy:	Jinshuai Liu, Chengyan Lin, Chris Elders, Azhari Faris
Format:	Artigo
Język:	Inglês
Wydane:	MDPI AG 2026-03-01
Seria:	Applied Sciences
Hasła przedmiotowe:	Dongying Depression sedimentary facies seismic multi-attributes machine learning multilayer perceptron (MLP) Ridge Regression
Dostęp online:	https://www.mdpi.com/2076-3417/16/7/3341
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