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

> Research article (Scientific Reports, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4406016797](https://www.wikidata.org/wiki/openalex:W4406016797)  
**Source**: https://4ort.xyz/entity/prediction-of-heavy-metal-spatial-distribution-in-soils-of-typical-industrial-zones-utilizing-3d-convolutional-neural-ne