A review of machine learning in processing remote sensing data for mineral exploration

H Shirmard, E Farahbakhsh, RD Müller… - Remote Sensing of …, 2022 - Elsevier
The decline of the number of newly discovered mineral deposits and increase in demand for
different minerals in recent years has led exploration geologists to look for more efficient and …

Multi-and hyperspectral geologic remote sensing: A review

FD Van der Meer, HMA Van der Werff… - International journal of …, 2012 - Elsevier
Geologists have used remote sensing data since the advent of the technology for regional
map**, structural interpretation and to aid in prospecting for ores and hydrocarbons. This …

Potential of ESA's Sentinel-2 for geological applications

FD Van der Meer, HMA Van der Werff… - Remote sensing of …, 2014 - Elsevier
Sentinel-2 is ESA's medium spatial resolution (10–60 m) super-spectral instrument aimed at
ensuring data continuity for global land surface monitoring of Landsat and SPOT. Several …

The application of ASTER remote sensing data to porphyry copper and epithermal gold deposits

AB Pour, M Hashim - Ore geology reviews, 2012 - Elsevier
This paper reviews the performance characteristics of the Advanced Spaceborne Thermal
Emission and Reflection Radiometer (ASTER) remote sensor, the standard data products …

Detecting areas of high-potential gold mineralization using ASTER data

S Gabr, A Ghulam, T Kusky - Ore Geology Reviews, 2010 - Elsevier
Remote sensing plays an important role in mineral exploration. One of its proven
applications is extracting and locating alteration zones that are related to gold deposits. In …

Integration of remote sensing and geophysical data for the extraction of hydrothermal alteration zones and lineaments; Gabal Shilman basement area, Southeastern …

AM Mahdi, AM Eldosouky, SO El Khateeb… - Journal of African Earth …, 2022 - Elsevier
Abstract In the Gabal Shulman area of the southeastern desert of Egypt, ASTER and
geophysical aeromagnetic data provide useful information for detecting hydrothermal …

[CARTE][B] Hyperspectral remote sensing: fundamentals and practices

R Pu - 2017 - taylorfrancis.com
Advanced imaging spectral technology and hyperspectral analysis techniques for multiple
applications are the key features of the book. This book will present in one volume complete …

[HTML][HTML] Integration of selective dimensionality reduction techniques for mineral exploration using ASTER satellite data

H Shirmard, E Farahbakhsh, A Beiranvand Pour… - Remote Sensing, 2020 - mdpi.com
There are a significant number of image processing methods that have been developed
during the past decades for detecting anomalous areas, such as hydrothermal alteration …

Application of remote sensing and GIS in mineral resource map**-An overview

HM Rajesh - Journal of mineralogical and Petrological Sciences, 2004 - jstage.jst.go.jp
Remote sensing, as a direct adjunct to field, lithologic and structural map**, and more
recently, GIS have played an important role in the study of mineralized areas. A review on …

Prospecting for new gold-bearing alteration zones at El-Hoteib area, South Eastern Desert, Egypt, using remote sensing data analysis

SS Gabr, SM Hassan, MF Sadek - Ore Geology Reviews, 2015 - Elsevier
Gold has been mined in the Eastern Desert of Egypt since the time of the Pharaohs, yet the
geological settings of such ore deposits and how certain deposits link to each other are still …