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 …

Fault-based geological lineaments extraction using remote sensing and GIS—a review

H Ahmadi, E Pekkan - Geosciences, 2021 - mdpi.com
Geological lineaments are the earth's linear features indicating significant tectonic units in
the crust associated with the formation of minerals, active faults, groundwater controls …

A comparative study of convolutional neural networks and conventional machine learning models for lithological mapping using remote sensing data

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

[HTML][HTML] Seismo-lineaments in Egypt: analysis and implications for active tectonic structures and earthquake magnitudes

SSR Moustafa, MS Abdalzaher, HE Abdelhafiez - Remote Sensing, 2022 - mdpi.com
Quiescent faults may be capable of creating catastrophic earthquakes in locations with
moderate and/or low seismic activity, such as Egypt. This study combines structural, remote …

Comparison of multi-resolution optical Landsat-8, Sentinel-2 and radar Sentinel-1 data for automatic lineament extraction: A case study of Alichur area, SE Pamir

A Javhar, X Chen, A Bao, A Jamshed, M Yunus… - Remote Sensing, 2019 - mdpi.com
Lineament mapping, which is an important part of any structural geological investigation, is
made more efficient and easier by the availability of optical as well as radar remote sensing …

A comparative analysis to assess the efficiency of lineament extraction utilizing satellite imagery from Landsat-8, Sentinel-2B, and Sentinel-1A: A case study around …

HA Desoky, M Abd El-Dayem, MAER Hegab - … Applications: Society and …, 2024 - Elsevier
Satellite remote sensing data has been extensively utilized in various fields, for example
topography, geology, and hydrogeology, to extract lineament information. With notable …

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 optical and radar satellite images for mapping tectonic lineaments in kerdous inlier of the Anti-Atlas belt, Morocco

A Jellouli, A El Harti, Z Adiri, M Chakouri… - Remote Sensing …, 2021 - Elsevier
Lineament mapping is an important step for lithological and hydrothermal alterations
mapping. It is an efficient research task and a part of structural investigation and mineral ore …

Application of data-driven multi-index overlay and BWM-MOORA MCDM methods in mineral prospectivity mapping of porphyry Cu mineralization

S Riahi, A Bahroudi, M Abedi, DR Lentz… - Journal of Applied …, 2023 - Elsevier
The present study applies proposed hybrid mathematical frameworks, namely Data-driven
Multi-Index Overlay Method (DMIO) and Best Worst Method-multi objective optimization by …

Determination of groundwater potential zones on the eastern slope of Mount Cameroon using geospatial techniques and seismoelectric method

LJN Njumbe, AED Lordon, CM Agyingi - SN Applied Sciences, 2023 - Springer
In complex hard rock terrain where the population suffers from water scarcity, the use of site-
specific single-method surface geophysical surveys to prospect for groundwater is a …