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Mapping of Hydrothermal Alteration Zones in the Kelâat M’Gouna Region Using Airborne Gamma-Ray Spectrometry and Remote Sensing Data: Mining Implications (Eastern Anti-Atlas, Morocco)
The mapping of hydrothermal alteration zones associated with mineralization is of paramount importance in searching for metal deposits. For this purpose, targeting alteration zones by analyzing airborne geophysical and satellite imagery provides accurate and reliable results. In the Kelâat M’Gouna i...
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Published in: | Applied sciences 2022-02, Vol.12 (3), p.957 |
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creator | Mamouch, Younes Attou, Ahmed Miftah, Abdelhalim Ouchchen, Mohammed Dadi, Bouchra Achkouch, Lahsen Et-tayea, Yassine Allaoui, Abdelhamid Boualoul, Mustapha Randazzo, Giovanni Lanza, Stefania Muzirafuti, Anselme |
description | The mapping of hydrothermal alteration zones associated with mineralization is of paramount importance in searching for metal deposits. For this purpose, targeting alteration zones by analyzing airborne geophysical and satellite imagery provides accurate and reliable results. In the Kelâat M’Gouna inlier, located in the Saghro Massif of the Moroccan Anti Atlas, natural gamma-ray spectrometry and ASTER satellite data were used to map hydrothermal alteration zones. Natural gamma-ray spectrometry data were processed to produce maps of Potassium (K in %), Uranium (eU in ppm), Thorium (eTh in ppm) and ratios of K/eTh and K/eU. In addition, four-band ratios were computed, on ASTER data, to map the distribution of clay minerals, phyllitic minerals, propylitic minerals, and iron oxides. The combined results obtained from geophysical and satellite data were further exploited by fuzzy logic modelling using the Geographic Information System (GIS) to generate a mineral prospectivity map. Seven hydrothermal alteration zones likely to be favorable for mineralization have been identified. They show a spatial correlation with (i) known surface prospects and mineral occurrences, (ii) the granite-encasing contact zone, and (iii) the fault zones (Sidi Flah and Tagmout faults). This research therefore provides important information on the prospecting of mineral potential in the study area. |
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For this purpose, targeting alteration zones by analyzing airborne geophysical and satellite imagery provides accurate and reliable results. In the Kelâat M’Gouna inlier, located in the Saghro Massif of the Moroccan Anti Atlas, natural gamma-ray spectrometry and ASTER satellite data were used to map hydrothermal alteration zones. Natural gamma-ray spectrometry data were processed to produce maps of Potassium (K in %), Uranium (eU in ppm), Thorium (eTh in ppm) and ratios of K/eTh and K/eU. In addition, four-band ratios were computed, on ASTER data, to map the distribution of clay minerals, phyllitic minerals, propylitic minerals, and iron oxides. The combined results obtained from geophysical and satellite data were further exploited by fuzzy logic modelling using the Geographic Information System (GIS) to generate a mineral prospectivity map. Seven hydrothermal alteration zones likely to be favorable for mineralization have been identified. They show a spatial correlation with (i) known surface prospects and mineral occurrences, (ii) the granite-encasing contact zone, and (iii) the fault zones (Sidi Flah and Tagmout faults). This research therefore provides important information on the prospecting of mineral potential in the study area.</description><identifier>ISSN: 2076-3417</identifier><identifier>EISSN: 2076-3417</identifier><identifier>DOI: 10.3390/app12030957</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Airborne sensing ; ASTER ; Clay minerals ; Copper ; Data mining ; Eastern Anti-Atlas ; Fault lines ; Faults ; Fuzzy logic ; fuzzy logic modelling ; Gamma rays ; Geographic information systems ; Geology ; Geophysics ; Gold ; Iron oxides ; Kelâat M’Gouna inlier ; Mapping ; Massifs ; Mineral exploration ; Mineralization ; Minerals ; natural gamma-ray spectrometry ; Pan-Africanism ; Potassium ; Quartz ; Remote sensing ; Satellite imagery ; Satellites ; Scientific imaging ; Spectrometry ; Spectroscopy ; Thorium ; Uranium ; Veins & arteries ; Volcanoes</subject><ispartof>Applied sciences, 2022-02, Vol.12 (3), p.957</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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For this purpose, targeting alteration zones by analyzing airborne geophysical and satellite imagery provides accurate and reliable results. In the Kelâat M’Gouna inlier, located in the Saghro Massif of the Moroccan Anti Atlas, natural gamma-ray spectrometry and ASTER satellite data were used to map hydrothermal alteration zones. Natural gamma-ray spectrometry data were processed to produce maps of Potassium (K in %), Uranium (eU in ppm), Thorium (eTh in ppm) and ratios of K/eTh and K/eU. In addition, four-band ratios were computed, on ASTER data, to map the distribution of clay minerals, phyllitic minerals, propylitic minerals, and iron oxides. The combined results obtained from geophysical and satellite data were further exploited by fuzzy logic modelling using the Geographic Information System (GIS) to generate a mineral prospectivity map. Seven hydrothermal alteration zones likely to be favorable for mineralization have been identified. 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subjects | Airborne sensing ASTER Clay minerals Copper Data mining Eastern Anti-Atlas Fault lines Faults Fuzzy logic fuzzy logic modelling Gamma rays Geographic information systems Geology Geophysics Gold Iron oxides Kelâat M’Gouna inlier Mapping Massifs Mineral exploration Mineralization Minerals natural gamma-ray spectrometry Pan-Africanism Potassium Quartz Remote sensing Satellite imagery Satellites Scientific imaging Spectrometry Spectroscopy Thorium Uranium Veins & arteries Volcanoes |
title | Mapping of Hydrothermal Alteration Zones in the Kelâat M’Gouna Region Using Airborne Gamma-Ray Spectrometry and Remote Sensing Data: Mining Implications (Eastern Anti-Atlas, Morocco) |
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