RT info:eu-repo/semantics/bachelorThesis
T1 Evaluación y combinación de datos espectroscópicos de los granates como análogos minerales para el estudio de Marte
A1 Renedo Sánchez-Girón, Pilar
A2 Universidad de Valladolid. Facultad de Ciencias
K1 Espectroscopía Raman y FTIR
K1 Marte
K1 Granates
AB Mars exploration is gaining more relevance as new advances in technology have allowed us to study itscomposition through rovers capable of landing on its surface. Due to the large amount of mineralogicaldata they collect, it is necessary to implement machine learning techniques to classify these samples.Thanks to the SuperCam tool of the Perseverance rover, it is possible to perform Raman and FTIRspectrometries in situ on the red planet. In this work, several classification algorithms for garnetstrained using band parameters, PCA, and fusion of Raman and FTIR data are proposed with the aimof determining which one presents higher precision.
YR 2024
FD 2024
LK https://uvadoc.uva.es/handle/10324/70999
UL https://uvadoc.uva.es/handle/10324/70999
LA spa
NO Departamento de Física Aplicada
DS UVaDOC
RD 05-feb-2025