Surface microseismic data denoising based on sparse autoencoder and Kalman filter

Surface microseismic data denoising based on sparse autoencoder and Kalman filter

Microseismic technology is widely used in unconventional oil and gas production. Microseismic noise reduction is of great significance for the identification of microseismic events, the location of seismic sources and the improvement of unconventional oil and gas production. In this paper, a denoisi...

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Bibliographic Details
Main Authors: Xuegui Li, Shuo Feng, Nan Hou, Ruyi Wang, Hanyang Li, Ming Gao, Siyuan Li
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Systems Science & Control Engineering
Subjects:
Sparse autoencoder
surface micro-seismic
deep learning
Kalman filter
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2022.2087786

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