Reconstruction of critical coalbed methane logs with principal component regression model: A case study

Wireline logging plays a critical role in coalbed methane exploration. However, the lack of crucial log data, such as neutron and sonic logs, makes coalbed methane exploration difficult. In this paper, we propose a principal component regression model incorporating a multiscale wavelet analysis, a h...

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Bibliographic Details
Main Authors: Wan Li, Tongjun Chen, Xiong Song, Tianqi Gong, Mengyue Liu
Format: Article
Language:English
Published: SAGE Publishing 2020-07-01
Series:Energy Exploration & Exploitation
Online Access:https://doi.org/10.1177/0144598720909470