RT info:eu-repo/semantics/article
T1 Application of chemometrics on Raman spectra from Mars: Recent advances and future perspectives
A1 Veneranda, Marco
A1 Manrique Martínez, Jose Antonio
A1 Sanz Arranz, José Aurelio
A1 Julve González, Sofia
A1 Prieto García, Clara
A1 Pascual Sánchez, Elena
A1 Konstantinidis, Menelaos
A1 Charro Huerga, María Elena
A1 López Rodríguez, José Manuel
A1 González Delgado, Manuel Ángel
A1 Rull Pérez, Fernando
A1 López Reyes, Guillermo
K1 Chemometrics
K1 ExoMars
K1 Mars
K1 Mars2020
K1 Raman
K1 25 Ciencias de la Tierra y del Espacio
AB The SuperCam and SHERLOC instruments onboard the NASA/Perseverancerover are returning the first Raman spectra to be ever collected from anotherplanet. Similarly, the RLS instrument onboard the ESA/Rosalind Franklinrover will collect Raman spectra from powdered rocks sampled from thesubsurface of Mars. To optimize the scientific exploitation of Raman spectrareturned from planetary exploration missions, tailored chemometric tools arebeing developed that take into account the analytical capability of the men-tioned Raman spectrometers. In this framework, the ERICA research groupis using laboratory simulators of SuperCam and RLS to perform representa-tive laboratory studies that will enhance the scientific outcome of bothMars2020 and ExoMars missions. On one hand, preliminary studies provedthe chemometric analysis of RLS datasets could be used to obtain a reliablesemi-quantitative estimation of the main mineral phases composing Martiangeological samples. On the other hand, it was proved the data fusion ofRaman and LIBS spectra gathered by SuperCam could be used to enhancethe discrimination of mineral phases from remote geological targets. Besidesdescribing the models developed by the ERICA group, this work presents anoverview of the complementary chemometric approaches so far tested in thisfield of study and propose further improvements to be addressed in thefuture.
PB Wiley
SN 0886-9383
YR 2022
FD 2022
LK https://uvadoc.uva.es/handle/10324/57319
UL https://uvadoc.uva.es/handle/10324/57319
LA eng
NO Journal of Chemometrics, 2022, e3438.
NO Producción Científica
DS UVaDOC
RD 21-nov-2024