Ensemble deep kernel PLS regression method for full-spectrum multi-component LIBS quantitative analysis of Mars surface oxides

Journal of Analytical Atomic Spectrometry 2026

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Authors: Haoyang Yu, Haonan Xie, Qian Huang, Zhaohui Jiang, Dong Pan, Weihua Gui
DOI: 10.1039/d6ja00040a
Cited by: 0
References: 40

Abstract

Accurately quantitative analysis of Martian surface oxides is crucial for reconstructing its geological evolution history and habitability assessment.

Fields of Study & Subjects

Laser-induced spectroscopy and plasma Spectroscopy and Chemometric Analyses Planetary Science and Exploration

Publication details

Journal / source
Journal of Analytical Atomic Spectrometry
Volume
41
Issue
4
Pages
1240–1254
Publication date
1 January 2026
Language
EN