Machine learning and multi-sensor data fusion for mapping lithology: A case study of Kowli-kosh area, SW Iran

S Shayeganpour, MH Tangestani… - Advances in Space …, 2021 - Elsevier
Lithological maps derived from traditional pixel-based image analysis are widely
established in remote sensing. Recent development of new segmentation-based …

Application of remote sensing techniques to identify iron ore deposits in the Central Eastern Desert, Egypt: a case study at Wadi Karim and Gabal El-Hadid areas

SM Ghoneim, SM Salem, KHA El-Wahid… - Arabian Journal of …, 2022 - Springer
The integration of remote sensing, spectral measurements and field verification helped in
discriminating new iron occurrences hosted in the metavolcanic rocks at Wadi Karim and …

Mapping allochemical limestone formations in Hazara, Pakistan using google cloud architecture: application of machine-learning algorithms on multispectral data

MFA Khan, K Muhammad, S Bashir, S Ud Din… - … International Journal of …, 2021 - mdpi.com
Low-resolution Geological Survey of Pakistan (GSP) maps surrounding the region of interest
show oolitic and fossiliferous limestone occurrences correspondingly in Samanasuk …

A Spectral and Spatial Comparison of Satellite-Based Hyperspectral Data for Geological Mapping

R Chakraborty, I Rachdi, S Thiele, R Booysen… - Remote Sensing, 2024 - mdpi.com
The new generation of satellite hyperspectral (HS) sensors provides remarkable potential for
regional-scale mineralogical mapping. However, as with any satellite sensor, mapping …

A fusion of feature-oriented principal components of multispectral data to map granite exposures of Pakistan

SU Din, K Muhammad, MFA Khan, S Bashir, M Sajid… - Applied Sciences, 2021 - mdpi.com
Despite low spatial resolutions, thermal infrared bands (TIRs) are generally more suitable for
mineral mapping due to fundamental tones and high penetration in vegetated areas …

[PDF][PDF] Location mapping of hydrothermal alteration using landsat 8 Data: A case of study in Prestea Huni Valley District, Ghana

I Abdul, C Ntori, A Awotwi, M Adeyinka… - International …, 2020 - researchgate.net
Remote Sensing (RS) has proved to be an important tool tracing mineral deposits by
distinguishing processes of mineralization through spectral anomalies (Rajesh, 2004; Van …

[PDF][PDF] Delineating Pixels of Natural Hydrocarbon Micro-Seepage Induced Alterations and Anomalies in Overlying Soils and Sediments in Ugwueme, with ASTER Data …

MA Enoh, OW Augustine, NE Chiemelu, SE Ekwok… - image, 2024 - pjoes.com
The earth's underlying hydrocarbon-bearing reservoirs frequently leak. These reservoirs
leak because of their inadequate sealing, and at high pressure, oil and gas escape vertically …

Prospecting and Mapping Iron Ore within the Niger–Benue Confluence Using Landsat 8

S Odunuga, OEGS OshoBadru, SA Raji - Journal of the Indian Society of …, 2023 - Springer
This study used Landsat 8 (OLI/TIRS) to map iron ore deposits around the Niger–Benue
River Confluence in Nigeria. Radiometric calibration was used to improve the quality of the …

Application of per-pixel and sub-pixel unmixing methods on ASTER images to map hydrothermal alterations in a highly metamorphosed terrain: a case of the Musina …

N Muavhi - Geocarto International, 2022 - Taylor & Francis
This study focuses on mapping hydrothermal alterations in Musina Copper Deposit Field
which is characterized by unique concentric zonation of hydrothermal alterations from an …

Investigation of alterations and lineaments in Rashid-Abad mineral area (N Zanjan, NW Iran), Using integration of Remote Sensing and Aeromagnetic data

M Seyyedi, M Lotfi, A Gourabjeripour… - Iranian Journal of Earth …, 2022 - oiccpress.com
In this research, remote sensing and aeromagnetic data sets were integrated to investigate
structural features and alteration zones of Rashid-Abad mining area. This area is located …