Ecological risk assessment of oilfield soil through the use of machine learning combining with spatial interaction effects
With the intensification of oil extraction activities, total petroleum hydrocarbons (TPHs) and toxic elements contamination in soil around oil wells have become severe environmental problems. This paper proposed a novel method based on machine learning (ML) and remote sensing (RS) to predict concent...
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| Main Authors: | Shihan Wang, Mingxia Zheng, Yushan Tian, Hongyu Ding, Lina Yan, Beidou Xi, Yuanyuan Sun, Jing Su |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-09-01
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| Series: | Ecotoxicology and Environmental Safety |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S0147651325008723 |
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