Geochemical-integrated machine learning approach predicts the distribution of cadmium speciation in European and Chinese topsoils

Abstract Evaluating heavy metals bioavailable is crucial for comprehensive soil contamination assessment but challenging at large scales due to complex and resource-intensive analytical procedures, and the amount of dissolved metal in soils represents the relative solubility and potential mobility o...

Full description

Saved in:
Bibliographic Details
Main Authors: Naichi Zhang, Chen Lv, Yan Li, Panos Panagos, Cristiano Ballabio, Jun Man, Xueyuan Gu, Fang-Jie Zhao, Peng Wang, Xingmei Liu, Yifan Qian, Peixin Cui, Tongliang Wu, Meiying Huang, Cun Liu, Yujun Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-025-02516-6
Tags: Add Tag
No Tags, Be the first to tag this record!