Improved mapping of heavy metals in agricultural soils using machine learning augmented with spatial regionalization indices

Author:

Ma Xudong,Guan Dong-Xing,Zhang Chaosheng,Yu Tao,Li Cheng,Wu Zhiliang,Li Bo,Geng Wenda,Wu Tiansheng,Yang Zhongfang

Funder

National Natural Science Foundation of China

China Scholarship Council

Publisher

Elsevier BV

Reference60 articles.

1. China’s soil pollution control: choices and challenges;Qu;Environ Sci Technol,2016

2. Effect of potentially toxic elements on soil multifunctionality at a lead smelting site;Ke;J Hazard Mater,2023

3. Environmental chemistry and ecotoxicology of hazardous heavy metals: environmental persistence, toxicity, and bioaccumulation;Ali;J Chem,2019

4. Predicting heavy metal adsorption on soil with machine learning and mapping global distribution of soil adsorption capacities;Yang;Environ Sci Technol,2021

5. Kriging methods with auxiliary nighttime lights data to detect potentially toxic metals concentrations in soil;Zhen;Sci Total Environ,2019

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