Prediction of heavy metal spatial distribution in soils of typical industrial zones utilizing 3D convolutional neural networks

Abstract Land resources are vital for urban development and construction. Abandoned industrial areas often contain large amounts of heavy metals from past industrial activities. Accurate knowledge of soil pollutant content and spatial distribution is crucial to avoid health risks and achieve sustain...

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Bibliographic Details
Main Authors: Chao Liu, Lan Chen, Guoqing Ni, Xiuhe Yuan, Shuai He, Sheng Miao
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-84545-3
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