Lithological map** is a fundamental undertaking in geological research, mineral resource
exploration, and environmental management. However, conventional methods for …

The remote sensing (RS) techniques have become a guiding and promising tool for mineral
exploration and map** of lithological units. The RS for mineral exploration begins with …

Integrating various tools in targeting mineral deposits increases the chance of adequate
detection and characterization of mineralization zones. Selecting a convenient dataset is a …

The Advanced Spaceborne Thermal Emission and Reflection Radiometer is one of five
instruments operating on the National Aeronautics and Space Administration (NASA) Terra …

Abstract Machine Learning Algorithms (MLAs) have recently introduced considerable
lithologic map**. Thus, this study scrutinizes the efficacy of Artificial Neural Network …

Different types of remote sensing data are commonly used as inputs for lithological
classification schemes, yet determining the best data source for each specific application is …

Magnetite geochemistry is crucial for the discrimination of ore deposit genetic type.
Traditional two-dimensional discrimination diagrams based on particular data for limited …

Detailed geologic map** provides valuable informations about the spatial distribution of
lithological outcrops and lineaments; required to carry out the necessary investigations of …

This study aims to delineate the lithological formations, in addition to a mineralogical
map** comparing between the ASTER and Landsat-8 OLI sensors in the Igoudrane …

The aim of this study is to compare and evaluate the performances of different classification
algorithms (Maximum Likelihood Classification [MLC], Random Forest [RF], Support Vector …