A review on advancements in lithological map** utilizing machine learning algorithms and remote sensing data

MA El-Omairi, A El Garouani - Heliyon, 2023 - cell.com
Lithological map** is a fundamental undertaking in geological research, mineral resource
exploration, and environmental management. However, conventional methods for …

[HTML][HTML] PRISMA vs. Landsat 9 in lithological map**− a K-fold Cross-Validation implementation with Random Forest

A Shebl, D Abriha, M Dawoud, MAH Ali… - The Egyptian Journal of …, 2024 - Elsevier
The selection of an optimal dataset is crucial for successful remote sensing analysis. The
PRISMA hyperspectral sensor (with 240 spectral bands) and Landsat OLI-2 (boasting high …

The geochemistry, origin, and hydrothermal alteration map** associated with the gold-bearing quartz veins at Hamash district, South Eastern Desert, Egypt

AM Abdel-Rahman, HM El-Desoky, A Shebl… - Scientific Reports, 2023 - nature.com
Integrating diverse techniques and datasets, significantly enhances the accurate
identification of various mineral deposits. This work aims to determine different types of …

Deep learning-based geological map generation using geological routes

C Li, F Li, C Liu, Z Tang, S Fu, M Lin, X Lv, S Liu… - Remote Sensing of …, 2024 - Elsevier
Geological map** has been used in several applications, including resource assessment,
hazard prediction, and land-use planning. However, a substantial gap remains in the current …

Enhanced Lithological Map** in El-Missikat and El-Erediya Areas, Central Eastern Desert, Egypt, Leveraging Remote Sensing Techniques and Machine Learning …

AS Shereif, A Shebl, AS Mahmoud… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the field of mineral exploration, it is strikingly evident that radioactive-bearing
mineralization predominantly resides within granitic intrusions and along structural …

Enhancing Lithological Map** in Tebessa Eastern Algeria: A Sentinel-2a and SVM Approach for Improved Accuracy and Resource Prospecting

IM Benboubkeur, N Hammad… - Available at SSRN …, 2024 - papers.ssrn.com
This study aimed to evaluate the potential of Sentinel-2A imagery for lithological map** in
the northern Tebessa region of eastern Algeria, which is known for its complex geological …

Integration of Remotely Sensed Data and Field Studies for Lithological and Structural Map** of Orogenic Gold Occurrences in the Barramiya–Mueilha Sector …

ASAE Rady - 2024 - search.proquest.com
Throughout human life history, minerals in general and specifically gold have had a
voluminous influence. For thousands of years, gold not only has been mined and used but …