Hyperspectral remote sensing and machine learning techniques for assessing soil contamination by potentially toxic elements: A case study from the Zeïda mining area, Morocco
Authors:
- Mayada JamalMJMayada Jamal
- Yansong LiuYLYansong Liu
- Tiantian GuTGTiantian Gu
- Wei HuWHWei Hu
- Fengling RenFRFengling Ren
- Shuanglan CuiSCShuanglan Cui
- Fanjie LiFLFanjie Li
- 5 November 2025
- journal article
- Published by Elsevier in Journal of African Earth Sciences
- Vol. 234
Abstract
No abstract availableFunding Information
- Education Department of Sichuan Province (18ZB0065)
- National Natural Science Foundation of China (41971226)
- China Geological Survey, Ministry of Natural Resources (DD20221697)
This publication has 16 references indexed in Scilit:
- Comprehensive analysis of heavy metal soil contamination in mining Environments: Impacts, monitoring Techniques, and remediation strategiesArabian Journal of Chemistry, 2024
- Machine learning-based soil quality assessment for enhancing environmental monitoring in iron ore mining-impacted ecosystemsJournal of Environmental Management, 2024
- Environmental impact and health risk assessment due to coal mining and utilizationEnvironmental Geochemistry and Health, 2023
- Soil contamination by trace metals and assessment of the risks associated: the dumping site of Safi city (Northwest Morocco)Environmental Monitoring and Assessment, 2023
- Implication of the Triassic–Liassic rifting and Pangea breakup on the geodynamic, tectonic and mineralogical evolution of the Zeida Pb–Zn, Ba deposit (Upper Moulouya, Morocco)Rendiconti Lincei. Scienze Fisiche e Naturali, 2023
- Soil heavy metal contamination in the vicinity of the abandoned Zeïda mine in the Upper Moulouya Basin, Morocco. Implications for airborne dust pollution under semi-arid climatic conditionsJournal of African Earth Sciences, 2022
- A comprehensive insight into ecological risk assessment and remediation of metal contaminated coal mine soil: Towards a cleaner and sustainable environmentJournal of Cleaner Production, 2021
- Contamination, sources and environmental risk assessment of heavy metals in water, sediment and soil around an abandoned Pb mine site in North East MoroccoEnvironmental Earth Sciences, 2021
- Impact of industrial activities on heavy metal contamination in soils in three major urban agglomerations of ChinaJournal of Cleaner Production, 2019
- The study of metal (As, Cd, Pb, Zn and Cu) contamination in superficial stream sediments around of Zaida mine (High Moulouya-Morocco)Journal of African Earth Sciences, 2019