Applications of machine learning in potentially toxic elemental contamination in soils: A review
Soil contamination by potentially toxic elements (PTEs) poses substantial risks to the environment and human health. Traditional investigational methods are often inadequate for large-scale assessments because they are time-consuming, costly, and have a limited accuracy. Machine learning (ML) techni...
Saved in:
| Main Authors: | Yan Li, Bao Xiang, Tianyang Wang, Yinhai He, Xiaoyang Liu, Yancheng Li, Shichang Ren, Erdan Wang, Guanlin Guo |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-04-01
|
| Series: | Ecotoxicology and Environmental Safety |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S0147651325004464 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Risk assessment and sources associated with potentially toxic elements in suspended particulate matter: A karst river perspective in active mining area
by: Yeye Ren, et al.
Published: (2024-12-01) -
Pollution Risk Assessment of Potentially Toxic Elements in Soils Using Characterization and Microbiological Analysis: The Case of a Rare and Precious Metal Mining Site in Wuzhou, Guangxi
by: Yi Sun, et al.
Published: (2025-04-01) -
Comprehensive Assessment of Potentially Toxic Element (PTE) Contamination in Honey from a Historically Polluted Agro-Industrial Landscape: Implications for Agricultural Sustainability and Food Safety
by: Ioana Andra Vlad, et al.
Published: (2025-05-01) -
Sources and health risks of heavy metal(loid) contamination in farmland near Shanxi coal mines
by: Li Cao, et al.
Published: (2025-07-01) -
Evaluation of Potential Toxic Elements in Soils from Three Urban Areas Surrounding a Steel Industrial Zone
by: Georgios Charvalas, et al.
Published: (2025-04-01)