Applications of machine learning algorithms in lithological mapping of Saint Katherine Neoproterozoic rocks in the South Sinai of Egypt using hyperspectral PRISMA data

Abstract Major Pan-African basement rock units are exposed at South Sinai, documenting a protracted geologic history from Late Mesoproterozoic to Late Neoproterozoic and forming the northeastern part of the Arabian-Nubian Shield (ANS). They form non-consanguineous diverse metamorphic and igneous roc...

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Bibliographic Details
Main Authors:	Mohamed W. Ali-Bik, Tehseen Zafar, Safaa M. Hassan, Mohamed F. Sadek, Saif M. Abo Khashaba
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-03-01
Series:	Scientific Reports
Subjects:	Machine learning Geologic mapping ANS Sinai ASD PRISMA
Online Access:	https://doi.org/10.1038/s41598-025-91963-4
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Applications of machine learning algorithms in lithological mapping of Saint Katherine Neoproterozoic rocks in the South Sinai of Egypt using hyperspectral PRISMA data

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