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

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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https://doi.org/10.1038/s41598-025-91963-4

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