Identification of Sandstone Lithology Based on Hyperspectral Combined With Support Vector Machine Algorithm

JIAO Long; LI Ying; TONG Rong-chao; WANG Cai-ling

doi:10.3964/j.issn.1000-0593(2025)09-2496-06

Spectroscopy and Spectral Analysis, Volume. 45, Issue 9, 2496(2025)

Identification of Sandstone Lithology Based on Hyperspectral Combined With Support Vector Machine Algorithm

JIAO Long¹, LI Ying¹, TONG Rong-chao², and WANG Cai-ling³

Author Affiliations

¹College of Chemistry and Chemical Engineering, Xi'an Shiyou University, Xi'an　710065, China

²College of Computer Science, Xi'an Shiyou University, Xi'an　710065, China

³Downhole Technology Service Company, CNPC Bohai Drilling Engineering Limited, Tianjin　300283, China

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JIAO Long, LI Ying, TONG Rong-chao, WANG Cai-ling. Identification of Sandstone Lithology Based on Hyperspectral Combined With Support Vector Machine Algorithm[J]. Spectroscopy and Spectral Analysis, 2025, 45(9): 2496

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Paper Information

Received: Dec. 19, 2024

Accepted: Sep. 19, 2025

Published Online: Sep. 19, 2025

The Author Email:

DOI:10.3964/j.issn.1000-0593(2025)09-2496-06

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