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 …
ED Forson, A Menyeh, DD Wemegah - Ore Geology Reviews, 2021 - Elsevier
Geophysical and remote sensing datasets were employed to delineate potential zones of
gold mineralization within the southern Kibi-Winneba belt of Ghana. The study area, which is …

[HTML][HTML] A comparative study of convolutional neural networks and conventional machine learning models for lithological map** using remote sensing data

H Shirmard, E Farahbakhsh, E Heidari… - Remote Sensing, 2022 - mdpi.com
Lithological map** is a critical aspect of geological map** that can be useful in studying
the mineralization potential of a region and has implications for mineral prospectivity …

Towards better delineation of hydrothermal alterations via multi-sensor remote sensing and airborne geophysical data

A Shebl, M Abdellatif, M Badawi, M Dawoud… - Scientific Reports, 2023 - nature.com
Integrating various tools in targeting mineral deposits increases the chance of adequate
detection and characterization of mineralization zones. Selecting a convenient dataset is a …

Geological controls of mineralization occurrences in the Egyptian Eastern Desert using advanced integration of remote sensing and magnetic data

AM Eldosouky, M Eleraki, A Mansour, SA Saada… - Scientific Reports, 2024 - nature.com
This study presents a comprehensive analysis of mineralization exploration in the Egyptian
Eastern Desert (ED), one of the most sought-after areas for those interested in mining …

Shear-related gold ores in the Wadi Hodein Shear Belt, South Eastern Desert of Egypt: analysis of remote sensing, field and structural data

M Abd El-Wahed, B Zoheir, AB Pour, S Kamh - Minerals, 2021 - mdpi.com
Space-borne multispectral and radar data were used to comprehensively map geological
contacts, lithologies and structural elements controlling gold-bearing quartz veins in the …

Editorial for the special issue: Multispectral and hyperspectral remote sensing data for mineral exploration and environmental monitoring of mined areas

AB Pour, B Zoheir, B Pradhan, M Hashim - Remote Sensing, 2021 - mdpi.com
In recent decades, multispectral and hyperspectral remote sensing data provide
unprecedented opportunities for the initial stages of mineral exploration and environmental …

[HTML][HTML] Fusion of remote sensing, magnetometric, and geological data to identify polymetallic mineral potential zones in Chakchak Region, Yazd, Iran

AA Aali, A Shirazy, A Shirazi, AB Pour, A Hezarkhani… - Remote Sensing, 2022 - mdpi.com
Exploration geologists are urged to develop new, robust, and low-cost approaches to
identify high potential zones related to underground/unexplored mineral deposits because …

Lithological and alteration mineral map** for alluvial gold exploration in the south east of Birao area, Central African Republic using Landsat-8 Operational Land …

M Traore, JDT Wambo, CP Ndepete, S Tekin… - Journal of African Earth …, 2020 - Elsevier
Geological field map** and mineral exploration still remain very laborious in many parts of
the inter tropical regions of African plate due to remoteness, low security and high cost …