Machine learning-assisted source identification and probabilistic ecological-health risk assessment of heavy metal(loid)s in urban park soils

Abstract The accumulation of heavy metal(loid)s (HMs) in the soils of urban parks in industrial cities has raised global concerns because of their environmental and health impacts. However, traditional deterministic assessments commonly overlook uncertainties in pollution evaluation, failing to accu...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Scientific Reports
المؤلفون الرئيسيون: Jun Li, Xu Li, Xi-Sheng Tai, Xin-Ying Tuo, Fa-Yuan Zhou, Yi-Jing Rong, Fei Zang
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Nature Portfolio 2025-05-01
الموضوعات:
Green spaces
Heavy metal(loid)s pollution
Ecological-health risk
Source apportionment
Monte Carlo simulation
الوصول للمادة أونلاين:https://doi.org/10.1038/s41598-025-02307-1

الانترنت

https://doi.org/10.1038/s41598-025-02307-1

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