Analysis and interpretation of organic compounds in Martian meteorites with Raman imaging and chemometrics

One of the focuses of the research being developed on Mars (and consequently in samples from Mars) is the detection and study of organic compounds. Perseverance rover, currently analysing the Martian surface, is equipped with top-level instrumentation to detect mostly organic molecules. One of the techniques being used is Raman spectroscopy, due to its capability to analyse both inorganic and organic compounds simultaneously and its non-destructive and non-invasive properties. Unfortunately, it becomes cumbersome to determine the belonging of specific Raman bands in complex mixtures composed of an undetermined number of organic and inorganic molecules. Therefore, the study of this mixed information must be carried out with dedicated Chemometrics methods in order to understand the number of compounds present in a mixture (using Principal Component Analysis - PCA) and to obtain the pure spectra and the relative intensity of each compound (using spectral unmixing methods like Multivariate Curve Resolution - MCR). This manuscript presents an analysis of specific areas from the NWA 6148 Martian Nakhlite using Raman imaging, coupled with principal component analysis (PCA) and multivariate curve resolution (MCR), to determine the spatial distribution and spectral signatures of all organic and inorganic molecules present in these areas. The proposed methodology could be applied to the laboratory study of the future Mars-returned samples and other extraterrestrial samples returned to Earth.

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Publication Details

Journal
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Published
2025-04-09
DOI
https://doi.org/10.1016/j.saa.2025.126194
Citations
2
Primary Topic
Planetary Science and Exploration
Type
article
Field-Weighted Citation Impact
2.31
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article

Analysis and interpretation of organic compounds in Martian meteorites with Raman imaging and chemometrics

Julene Aramendia, Fernando Alberquilla, Juan Manuel Madariaga, Giulia Gorla et al.
2 citations
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Planetary Science and Exploration
2.31
article

Analysis and interpretation of organic compounds in Martian meteorites with Raman imaging and chemometrics

Julene Aramendia, Fernando Alberquilla, Juan Manuel Madariaga, Giulia Gorla, Gorka Arana, Iratxe Población, I. Torre-Fdez, José Manuel Amigo, Jennifer Huidobro, Leire Coloma
article en
2 citations

Abstract

One of the focuses of the research being developed on Mars (and consequently in samples from Mars) is the detection and study of organic compounds. Perseverance rover, currently analysing the Martian surface, is equipped with top-level instrumentation to detect mostly organic molecules. One of the techniques being used is Raman spectroscopy, due to its capability to analyse both inorganic and organic compounds simultaneously and its non-destructive and non-invasive properties. Unfortunately, it becomes cumbersome to determine the belonging of specific Raman bands in complex mixtures composed of an undetermined number of organic and inorganic molecules. Therefore, the study of this mixed information must be carried out with dedicated Chemometrics methods in order to understand the number of compounds present in a mixture (using Principal Component Analysis - PCA) and to obtain the pure spectra and the relative intensity of each compound (using spectral unmixing methods like Multivariate Curve Resolution - MCR). This manuscript presents an analysis of specific areas from the NWA 6148 Martian Nakhlite using Raman imaging, coupled with principal component analysis (PCA) and multivariate curve resolution (MCR), to determine the spatial distribution and spectral signatures of all organic and inorganic molecules present in these areas. The proposed methodology could be applied to the laboratory study of the future Mars-returned samples and other extraterrestrial samples returned to Earth.

Spectrochimica Acta Part A Molecular and Biomolecular SpectroscopyVol. 338
Ikerbasque (ES), University of the Basque Country (ES)
Openalex Percentile: Top 12%
Planetary Science and Exploration
2.31
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