Recent advances in the use of public domain satellite imagery for mineral exploration: A review of Landsat-8 and Sentinel-2 applications

被引:69
作者
Adiri, Zakaria [1 ]
Lhissou, Rachid [2 ]
El Harti, Abderrazak [1 ]
Jellouli, Amine [1 ]
Chakouri, Mohcine [1 ]
机构
[1] Fac Sci & Tech, Team Remote Sensing & GIS Appl Geosci & Environm, Beni Mellal, Morocco
[2] Inst Natl Rech Sci, Ctr Eau Terre Environm, 490 Rue Couronne, Quebec City, PQ G1K 9A9, Canada
关键词
Mineral mapping; Hydrothermal alteration; Remote sensing; Landsat; Sentinel; Geology; REMOTE-SENSING DATA; SPACEBORNE THERMAL EMISSION; REFLECTION RADIOMETER ASTER; HYDROTHERMAL ALTERATION; ALTERED ROCKS; ALTERATION PATTERNS; MULTISPECTRAL DATA; CROSTA TECHNIQUE; EASTERN DESERT; ETM+ DATA;
D O I
10.1016/j.oregeorev.2020.103332
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Thanks to their wide coverage and the valuable spectral information, remote sensing data constitute a popular instrument in the mineral exploration toolbox. In recent times, the remote sensing community has witnessed the launch of the new and improved Landsat-8 and Sentinel-2 multispectral sensors. The former constitutes the eighth sensor of the Landsat series launched by the National Aeronautics and Space Administration (NASA), while the latter is linked to the Sentinel-mission launched by the European Space Agency (ESA). The main objective of our contribution is to provide a comprehensive review of the use of the Landsat-8 and Sentinel-2 multispectral sensors in mineral exploration. The free and open access to these data and their enhanced spectral and spatial characteristics (compared to the existing multispectral sensors) has clearly promoted the use of remotely sensed in mineral exploration. In addition, as illustrated by the case studies presented in this paper, Landsat-8 and Sentinel-2 data present effective and accurate mapping tools for mineral exploration. Both sensors identified iron oxides and Al-OH absorption features, in addition to silicate and carbonate minerals. Our review indicated that Landsat-8 is by far the more popular sensor in mineral exploration applications. Greater uptake of Sentinel-2 and further case studies will be necessary to better demonstrate its capabilities and potential.
引用
收藏
页数:16
相关论文
共 134 条
[61]   Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing [J].
Fiori, S .
NEURAL NETWORKS, 2003, 16 (3-4) :453-467
[62]   Structural Controls of Ore Mineralization in a Polydeformed Basement: Field Examples from the Variscan Baccu Locci Shear Zone (SE Sardinia, Italy) [J].
Funedda, Antonio ;
Naitza, Stefano ;
Buttau, Cristina ;
Cocco, Fabrizio ;
Dini, Andrea .
MINERALS, 2018, 8 (10)
[63]   Detecting areas of high-potential gold mineralization using ASTER data [J].
Gabr, Safwat ;
Ghulam, Abduwasit ;
Kusky, Timothy .
ORE GEOLOGY REVIEWS, 2010, 38 (1-2) :59-69
[64]   ASTER spectral ratioing for lithological mapping in the arabian-nubian shield, the neoproterozoic Wadi Kid area, Sinai, Egypt [J].
Gad, Sabreen ;
Kusky, Timothy .
GONDWANA RESEARCH, 2007, 11 (03) :326-335
[65]   Detection of Gossan Zones in Arid Regions Using Landsat 8 OLI Data: Implication for Mineral Exploration in the Eastern Arabian Shield, Saudi Arabia [J].
Gahlan, Hisham ;
Ghrefat, Habes .
NATURAL RESOURCES RESEARCH, 2018, 27 (01) :109-124
[66]   Lithological Classification Using Sentinel-2A Data in the Shibanjing Ophiolite Complex in Inner Mongolia, China [J].
Ge, Wenyan ;
Cheng, Qiuming ;
Tang, Yunwei ;
Jing, Linhai ;
Gao, Chunsheng .
REMOTE SENSING, 2018, 10 (04)
[67]   GEOLOGIC REMOTE-SENSING [J].
GOETZ, AFH ;
ROWAN, LC .
SCIENCE, 1981, 211 (4484) :781-791
[68]   The Impact of Vegetation on Lithological Mapping Using Airborne Multispectral Data: A Case Study for the North Troodos Region, Cyprus [J].
Grebby, Stephen ;
Cunningham, Dickson ;
Tansey, Kevin ;
Naden, Jonathan .
REMOTE SENSING, 2014, 6 (11) :10860-10887
[69]   A TRANSFORMATION FOR ORDERING MULTISPECTRAL DATA IN TERMS OF IMAGE QUALITY WITH IMPLICATIONS FOR NOISE REMOVAL [J].
GREEN, AA ;
BERMAN, M ;
SWITZER, P ;
CRAIG, MD .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1988, 26 (01) :65-74
[70]   The conjunction of factors that lead to formation of giant gold provinces and deposits in non-arc settings [J].
Groves, David I. ;
Goldfarb, Richard J. ;
Santosh, M. .
GEOSCIENCE FRONTIERS, 2016, 7 (03) :303-314