Effective delineation of rare metal-bearing granites from remote sensing data using machine learning methods: A case study from the Umm Naggat Area, Central …
MA Abdelkader, Y Watanabe, A Shebl… - Ore Geology …, 2022 - Elsevier
Albitized granite (ABG) is considered as one of the most significant hosts of rare metals
(RMs). Consequently, adequate recognition of ABG through proper lithological …
(RMs). Consequently, adequate recognition of ABG through proper lithological …
Twenty years of ASTER contributions to lithologic mapping and mineral exploration
M Abrams, Y Yamaguchi - Remote Sensing, 2019 - mdpi.com
The Advanced Spaceborne Thermal Emission and Reflection Radiometer is one of five
instruments operating on the National Aeronautics and Space Administration (NASA) Terra …
instruments operating on the National Aeronautics and Space Administration (NASA) Terra …
Spectral analysis to improve inputs to random forest and other boosted ensemble tree-based algorithms for detecting NYF pegmatites in Tysfjord, Norway
As an important source of lithium and rare earth elements (REE) and other critical elements,
pegmatites are of great strategic economic interest for present and future technological …
pegmatites are of great strategic economic interest for present and future technological …
Semi-automatization of support vector machines to map lithium (Li) bearing pegmatites
Machine learning (ML) algorithms have shown great performance in geological remote
sensing applications. The study area of this work was the Fregeneda–Almendra region …
sensing applications. The study area of this work was the Fregeneda–Almendra region …
Machine learning algorithms for automatic lithological mapping using remote sensing data: A case study from Souk Arbaa Sahel, Sidi Ifni Inlier, Western Anti-Atlas …
I Bachri, M Hakdaoui, M Raji, AC Teodoro… - … International Journal of …, 2019 - mdpi.com
Remote sensing data proved to be a valuable resource in a variety of earth science
applications. Using high-dimensional data with advanced methods such as machine …
applications. Using high-dimensional data with advanced methods such as machine …
Application of remote sensing data in gold exploration: targeting hydrothermal alteration using Landsat 8 imagery in northern Portugal
R Frutuoso, A Lima, AC Teodoro - Arabian Journal of Geosciences, 2021 - Springer
Mapping hydrothermal alteration minerals and structural lineaments using Landsat 8
multispectral imagery provides valuable information for mineral exploration. In northern …
multispectral imagery provides valuable information for mineral exploration. In northern …
Detecting Lithium (Li) mineralizations from space: Current research and future perspectives
Optical and thermal remote sensing data have been an important tool in geological
exploration for certain deposit types. However, the present economic and technological …
exploration for certain deposit types. However, the present economic and technological …
GREENPEG–exploration for pegmatite minerals to feed the energy transition: first steps towards the Green Stone Age
The GREENPEG project, which is funded by the European Commission Horizon 2020
'Climate action, environment, resource efficiency and raw materials' programme, aims to …
'Climate action, environment, resource efficiency and raw materials' programme, aims to …
Interpretation of the reflectance spectra of lithium (Li) minerals and pegmatites: A case study for mineralogical and lithological identification in the Fregeneda …
J Cardoso-Fernandes, J Silva, MM Perrotta, A Lima… - Remote Sensing, 2021 - mdpi.com
Reflectance spectroscopy has been used to identify several deposit types. However,
applications concerning lithium (Li)-pegmatites are still scarce. Reflectance spectroscopic …
applications concerning lithium (Li)-pegmatites are still scarce. Reflectance spectroscopic …
Exploration and petrogenesis of corundum-bearing pegmatites: A case study in Migif-Hafafit area, Egypt
FM Khaleal, GM Saleh, ESR Lasheen… - Frontiers in Earth …, 2022 - frontiersin.org
A net of pegmatite veins crosscut gneiss and dismembered ophiolitic ultramafic rocks are
abundant in the Migif-Hafafit culmination area, South Eastern Desert, Egypt. Some of these …
abundant in the Migif-Hafafit culmination area, South Eastern Desert, Egypt. Some of these …