TUP2.PR.2

LOST IN HIGH-DIMENSIONAL SPACE: MACHINE LEARNING FOR MINERAL ABUNDANCE ESTIMATION AND EXPLORATION VECTORING

Sam Thiele, Max Frenzel, Yonghwi Kim, Raimon Tolosana-Delgado, Moritz Kirsch, Helmholtz-Zentrum Dresden-Rossendorf, Germany; Isabel Cecilia Contreras Acosta, Laura Tusa, TheiaX GmbH, Germany; Bradley Martin Guy, Richard Gloaguen, Helmholtz-Zentrum Dresden-Rossendorf, Germany
Session:
TUP2.PR: Applications of Hyperspectral Data for Critical Metals Exploration I Poster
Track:
Community-Contributed Sessions
Location:
Plaza Ballroom: Poster Area R
Presentation Time:
Tuesday, 5 August, 14:30 - 15:45
Session Co-Chairs:
Jo Miles, Commonwealth Scientific and Industrial Research Organization (CSIRO) and Heta Lampinen, Commonwealth Scientific and Industrial Research Organization (CSIRO)
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Session TUP2.PR
TUP2.PR.1: DETECTING AND MAPPING POTENTIAL PEGMATITE-LITHIUM-RICH AREAS BY AN UNMIXING-BASED APPROACH USING HYPERSPECTRAL PRISMA DATA
Fatima Zohra Benhalouche, Oussama Benabbou, Moussa Sofiane Karoui, Ahmed Bennia, Lahsen Wahib Kebir, Agence Spatiale Algérienne, Centre des Techniques Spatiales, Algeria
TUP2.PR.2: LOST IN HIGH-DIMENSIONAL SPACE: MACHINE LEARNING FOR MINERAL ABUNDANCE ESTIMATION AND EXPLORATION VECTORING
Sam Thiele, Max Frenzel, Yonghwi Kim, Raimon Tolosana-Delgado, Moritz Kirsch, Helmholtz-Zentrum Dresden-Rossendorf, Germany; Isabel Cecilia Contreras Acosta, Laura Tusa, TheiaX GmbH, Germany; Bradley Martin Guy, Richard Gloaguen, Helmholtz-Zentrum Dresden-Rossendorf, Germany
TUP2.PR.3: ENHANCED HYPERSPECTRAL CHARACTERISATION OF CRITICAL MINERALS FROM THE PIONEER DOME LCT PEGMATITE, USING PORTABLE LIBS, XRF AND XRD
Rich Giglia, Michael Wawryk, Geological Survey of Western Australia, Australia
TUP2.PR.4: Innovative Hyperspectral Imaging and Explainable Machine Learning for Sustainable Phosphate Waste Rock Characterization and Resource Recovery
Abdelhak EL MANSOUR, Ahmed LAAMRANI, Abdellatif ELGHALI, Mohamed VI Polytechnic University, Morocco; Rachid HAKKOU, Faculty of Science and Technology Gueliz, Cadi Ayyad University, Morocco; Mostafa BENZAAZOUA, Mohamed VI Polytechnic University, Morocco
Resources
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