[HTML][HTML] ASTER data processing and fusion for alteration minerals and silicification detection: Implications for cupriferous mineralization exploration in the western Anti …

S Hajaj, A El Harti, A Jellouli, AB Pour… - Artificial Intelligence in …, 2024 - Elsevier
Alteration minerals and silicification are typically associated with a variety of ore
mineralizations and could be detected using multispectral remote sensing sensors as …

Evaluating the performance of machine learning and deep learning techniques to hymap imagery for lithological map** in a semi-arid region: case study from …

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

HyMap imagery for copper and manganese prospecting in the east of Ameln valley shear zone (Kerdous inlier, western Anti-Atlas, Morocco)

S Hajaj, A El Harti, A Jellouli, AB Pour… - Journal of Spatial …, 2024 - Taylor & Francis
Eastern Kerdous demonstrates a polymetallic hydrothermal activity due its association with a
paleorelief area. This study focuses on generating a Mineral Potential Map based on Fuzzy …

Investigating machine learning and ensemble learning models in groundwater potential map** in arid region: case study from Tan-Tan water-scarce region …

A Jari, EM Bachaoui, S Hajaj, A Khaddari… - Frontiers in …, 2023 - frontiersin.org
Groundwater resource management in arid regions has a critical importance for sustaining
human activities and ecological systems. Accurate map** of groundwater potential plays a …

Integrating geochemical insights and remote sensing for enhanced identification of hydrothermal alterations in the Igoudrane region, Anti-Atlas, Morocco

S Baid, A Tabit, A Algouti, A Algouti, A Aboulfaraj… - Journal of African Earth …, 2024 - Elsevier
Abstract The Moroccan Anti-Atlas is distinguished for its significant mining potential. The
Igoudrane region, which is the focus of this study, is located within the Imiter inlier, one of the …

Map** and analysis of structural lineaments using Landsat 8-OLI images and multivariate statistical methods in Tarfaya coastal basin, Southwest Morocco

F Jira, MH Aouragh, A Lakhouili, A Belasri… - Modeling Earth Systems …, 2024 - Springer
The coastal basin of Tarfaya is part of the Meso-Cenozoic basins of the Moroccan Atlantic
margin which developed following the bursting of Pangea. In this study, Landsat-8 OLI/TIR …

[PDF][PDF] NEURAL NETWORK CLASSIFICATION OF LITHOLOGICAL UNITS BASED ON INTEGRATED RADAR AND MULTISPECTRAL DATA.

N Rahmani, H Ranjbar, H Nezamabadi-pour… - Acta Geodynamica et …, 2024 - irsm.cas.cz
Geological map** of exposed geologic units of Earth surface is a common and important
activity for geologists. This process is the first step of geological prospecting. Remote …

Lineaments Extraction and Analysis Using Sentinel 2B, Sentinel 1A Data and ALOS PALSAR DEM: A Case of Study of the Igoudrane Region, Jbel Saghro, Eastern …

S Baid, A Tabit, A Algouti, A Algouti, S Ezzahzi… - The Iraqi Geological …, 2024 - igj-iraq.org
The remote sensing techniques have been used several years ago in many geological
studies, and have proved their utility especially in lineament extraction. During this research …

Recurrent-spectral convolutional neural networks (RecSpecCNN) architecture for hyperspectral lithological classification optimization

S Hajaj, AE Harti, AB Pour, Y Khandouch… - Earth Science …, 2025 - Springer
Lithological map** (LM) is critical to geologic and environmental studies and has
traditionally relied on labor-intensive field investigations. Hyperspectral imagery (HSI) …

Lineament Geomorphologic Analysis to Identify Fault in Mount Semeru, East Java

DP Malik, S Maryanto, AM Juwono - … Penelitian Pendidikan IPA, 2023 - jppipa.unram.ac.id
This research analyzes the morphological lineaments on Mount Semeru, East Java. The
morphological lineament is processed using satellite imagery as a digital elevation model …