A review on hyperspectral imagery application for lithological mapping and mineral prospecting: Machine learning techniques and future prospects

S Hajaj, A El Harti, AB Pour, A Jellouli, Z Adiri… - Remote Sensing …, 2024 - Elsevier
Hyperspectral remotely sensed imagery is a pertinent instrument in lithological and mineral
alterations mapping for a vast range of ore mineralization. This imagery typically provides an …

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 …

Evaluating the performance of machine learning and deep learning techniques to HyMap imagery for lithological mapping in a Semi-Arid Region: Case study from …

S Hajaj, A El Harti, A Jellouli, AB Pour… - Minerals, 2023 - mdpi.com
Accurate lithological mapping is a crucial juncture for geological studies and mineral
exploration. Hyperspectral data provide the opportunity to extract detailed information about …

Effective hyperspectral image classification based on segmented PCA and 3D-2D CNN leveraging multibranch feature fusion

MI Afjal, MNI Mondal, MA Mamun - Journal of Spatial Science, 2024 - Taylor & Francis
We present an innovative hyperspectral image (HSI) classification method addressing
challenges posed by closely spaced wavelength bands. Our approach combines 3D-2D …

Base-metal exploration by using remote sensing, geological, geophysical, and geochemical datasets with clues from ancient mining: A comprehensive review on …

R Jain, H Bhu, AK Pandey, AB Pour - Advances in Space Research, 2024 - Elsevier
Base metal deposits are present in different continents with evidences of their mining
activities during ancient times as mentioned in the historical literature. Aravalli–Delhi Fold …

A comparative analysis of analytical hierarchy process and fuzzy logic modeling in flood susceptibility mapping in the Assaka Watershed, Morocco

A Khaddari, A Jari, S Chakiri, H El Hadi… - Journal of Ecological …, 2023 - estudogeral.uc.pt
The Assaka watershed is one of the largest watersheds in the Guelmim region in southern
Morocco. It is frequently exposed to the many flooding events that can be responsible for …

PRISMA hyperspectral imagery for mapping alteration zones associated with Kuhpanj porphyry copper deposit, Southern Iran

M Esmaeili, N Fathianpour… - European Journal of …, 2024 - Taylor & Francis
Hyperspectral images have been extensively employed to map alterations related to various
ore deposits, particularly those associated with porphyry copper deposits. The present study …

Mapping alteration zones in the Southern section of Yulong copper belt, Tibet using multi-source remote sensing data

C Wu, J Dai, A Zhou, L He, B Tian, W Lin… - Frontiers in Earth …, 2023 - frontiersin.org
Methods for extracting mineralized alteration information using remote sensing images have
recently become both efficient and cost-effective. Technology involving the extraction of …

Integration of PRISMA Hyperspectral Satellite Data with Ground Based Geological investigation for Mapping alteration minerals associated with the Neem-Ka-Thana …

A Saikia, A Goswami, BJ Barman, KH Sugotra… - Remote Sensing …, 2024 - Elsevier
Hydrothermal deposits are commonly associated with specific alteration minerals that serve
as key indicators for mineral exploration. The Neem Ka Thana Cu Belt, situated southeast of …

Hyperspectral remote sensing for terrestrial applications

PS Thenkabail, I Aneece, P Teluguntla… - Remote Sensing …, 2016 - api.taylorfrancis.com
Remote Sensing Handbook, Volume III; Agriculture, Food Security, Rangelands, Vegetation,
Phenology, and Soils; Second Edition Page 1 285 10 DOI: 10.1201/9781003541165-12 …