Multi-Component Temporal-Correlation Seismic Data Compression Algorithm Based on the PCA and DWT

Industrial application data acquisition systems can be sources of vast amounts of data. The seismic surveys conducted by oil and gas companies result in enormous datasets, often exceeding terabytes of data. The storage and communication demands these data require can only be achieved through compres...

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Bibliographic Details
Published in:	Algorithms Vol. 18; no. 1; p. 33
Main Authors:	Lucena, Mateus Martinez de, Ribeiro, Josafat Leal, Wagner, Matheus, Fröhlich, Antônio Augusto
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.01.2025
Subjects:	Algorithms Case studies Compressed gas compression algorithms Data acquisition Data compression Datasets Decomposition Discrete Wavelet Transform Eigenvalues Entropy Error analysis Frequency ranges Industrial applications Information storage and retrieval Machine learning Noise threshold Performance evaluation principal component analysis Principal components analysis Reconstruction Seismic surveys Time series Wavelet analysis Wavelet transforms
ISSN:	1999-4893, 1999-4893
Online Access:	Get full text
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