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Getting the most out of the SuperCam Raman dataset with unsupervised machine learning: Characterization of mineral signatures and their distribution

Clavé, E. and Lopez-Reyes, G. and Beyssac, O. and Forni, O. and Ollila, A. M. and Schröder, S. and Rammelkamp, K. and Aramendia, J. and Castro, K. and Madariaga, J.M. and Manrique, J.A. and Veneranda, M. and Egerland, Christoph H. and Lomashvili, Ana and Wiens, R. C. and Maurice, S. (2024) Getting the most out of the SuperCam Raman dataset with unsupervised machine learning: Characterization of mineral signatures and their distribution. In: 55th LPSC. 55th Lunar and Planetary Science Conference, 2024-03-11 - 2024-03-15, The Woodlands, Texas, United States.

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Official URL: https://www.hou.usra.edu/meetings/lpsc2024/pdf/1828.pdf


Item URL in elib:https://elib.dlr.de/208485/
Document Type:Conference or Workshop Item (Poster)
Title:Getting the most out of the SuperCam Raman dataset with unsupervised machine learning: Characterization of mineral signatures and their distribution
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Clavé, E.UNSPECIFIEDhttps://orcid.org/0000-0002-9514-8168UNSPECIFIED
Lopez-Reyes, G.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Beyssac, O.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Forni, O.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ollila, A. M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Schröder, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Rammelkamp, K.UNSPECIFIEDhttps://orcid.org/0000-0003-4808-0823171637697
Aramendia, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Castro, K.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Madariaga, J.M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Manrique, J.A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Veneranda, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Egerland, Christoph H.UNSPECIFIEDhttps://orcid.org/0000-0002-1099-6433UNSPECIFIED
Lomashvili, AnaUNSPECIFIEDhttps://orcid.org/0009-0005-3157-3316UNSPECIFIED
Wiens, R. C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Maurice, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2024
Journal or Publication Title:55th LPSC
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Raman, Mars, automated mineral identification
Event Title:55th Lunar and Planetary Science Conference
Event Location:The Woodlands, Texas, United States
Event Type:international Conference
Event Start Date:11 March 2024
Event End Date:15 March 2024
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Robotics
DLR - Research area:Raumfahrt
DLR - Program:R RO - Robotics
DLR - Research theme (Project):R - OptoRob
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Optical Sensor Systems > In-Situ Sensing
Deposited By: Clave, Elise
Deposited On:13 Nov 2024 12:43
Last Modified:13 Nov 2024 12:43

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