Effective delineation of rare metal-bearing granites from remote sensing data using machine learning methods: A case study from the Umm Naggat Area, Central …

MA Abdelkader, Y Watanabe, A Shebl… - Ore Geology …, 2022 - Elsevier
Albitized granite (ABG) is considered as one of the most significant hosts of rare metals
(RMs). Consequently, adequate recognition of ABG through proper lithological …

Polymetallic mineralization prospectivity modelling using multi-geospatial data in logistic regression: The Diapiric Zone, Northeastern Algeria

MH Bencharef, AM Eldosouky, S Zamzam… - Geocarto …, 2022 - Taylor & Francis
Prospecting and exploring minerals present major challenges in tectonically complex
regions for sustainable development as in Northeastern Algeria. This area is promising for …

[HTML][HTML] Lithium-rich pegmatite detection integrating high-resolution and hyperspectral satellite data in Zhawulong Area, Western Sichuan, China

W Ding, L Ding, Q Li, J Li, L Zhang - Remote Sensing, 2023 - mdpi.com
Lithium (Li) has grown to be a strategic key metal due to the enormous demand for the
development of new energy industries over the world. As one of the most significant sources …

Automatic lineaments detection using radar and optical data with an emphasis on geologic and tectonic implications: a case study of Kabul Block, eastern Afghanistan

H Ahmadi, E Pekkan, G Seyitoğlu - Geocarto International, 2023 - Taylor & Francis
The earth's surface linear features, expressing geological lineaments, play a key role in
identifying hydrothermal alteration and mineralization zones, as well as in understanding …

[HTML][HTML] Optimizing Exploration: Synergistic approaches to minimize false positives in pegmatite prospecting–A comprehensive guide for remote sensing and mineral …

D Santos, A Azzalini, A Mendes… - Ore Geology …, 2024 - Elsevier
Pegmatites represent a critical source of raw materials for the European Union's future,
emphasizing the need to explore new deposits. Remote sensing plays a pivotal role in early …

[HTML][HTML] Identification of pegmatites zones in Muiane and Naipa (Mozambique) from Sentinel-2 images, using band combinations, band ratios, PCA and supervised …

U Gemusse, J Cardoso-Fernandes, A Lima… - Remote Sensing …, 2023 - Elsevier
Remote sensing has been widely used in Geological Sciences for different applications,
such as to identify geological and mineralogical objects and surface alteration changes. This …

Lithium-Bearing Pegmatite Identification, Based on Spectral Analysis and Machine Learning: A Case Study of the Dahongliutan Area, NW China

L Chen, N Zhang, T Zhao, H Zhang, J Chang, J Tao… - Remote Sensing, 2023 - mdpi.com
Lithium (Li) resources are widely used in many strategic emerging fields; recently, several
large-scale to super-large-scale pegmatite-type lithium deposits have been discovered in …

Integration of multi-sensor remote sensing, geological and geochemical data for delineation of Pb–Zn bearing carbonates of Middle Aravalli group in Zawar …

R Jain, H Bhu, H Kumar, R Purohit - Geocarto International, 2022 - Taylor & Francis
The rocks of the Aravalli Protocontinent of NW India are enriched in lead–zinc bearing
deposits amongst which the Zawar mineralized belt is one of the famous for base metal …

National-scale Geochemical Survey: Distribution of chemical elements in stream sediment of South and Central Asia

J Hong, G Meng, J Zhang, J Cao, B Wang, Y Luo… - Journal of Geochemical …, 2024 - Elsevier
This work was carried out as the Pakistani, Uzbekistani, Tajikistani, and Kyrgyzstani
contribution to the National-scale Geochemical Survey of South and Central Asia (NGSSCA) …

Identification of spodumene using a remote-sensing index cube from SDGSAT-1 and other satellites

S Li, N Zhang, Y Li, L Chen, H Zhang… - … Journal of Digital …, 2025 - Taylor & Francis
Lithium (Li), a key element in green energy technologies, plays a pivotal role in achieving
the United Nations Sustainable Development Goals (SDGs). Globally, spodumene-bearing …