Concepedia

Identifying heavy metal sources and health risks in soil-vegetable systems of fragmented vegetable fields based on machine learning, positive matrix factorization model and Monte Carlo simulation

Jiacheng Shi, Yang Yu, Zhijie Shen, Yuding Lin, Nan Mei, Chengzhong Luo, Yongmin Wang, Cheng Zhang, Dingyong Wang

Journal of Hazardous Materials · 2024 · 37 citations · 64 references

DOI

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References

64

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Contamination features and health risk of soil heavy metals in China

Haiyang Chen, Yanguo Teng, Sijin Lu et al. · The Science of The Total Environment · 2015 · 1.4K citations

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Source apportionment and health risk assessment of heavy metals in soil for a township in Jiangsu Province, China

Yanxue Jiang, Sihong Chao, Jianwei Liu et al. · Chemosphere · 2016 · 703 citations

, , +17

Methods for estimating uncertainty in factor analytic solutions

Pentti Paatero, Shelly I. Eberly, Steve Brown et al. · Atmospheric measurement techniques · 2014 · 558 citations · Full text

, , +10

Health risk assessment of heavy metal(loid)s in park soils of the largest megacity in China by using Monte Carlo simulation coupled with Positive matrix factorization model

Jingling Huang, Yuying Wu, Jiaxun Sun et al. · Journal of Hazardous Materials · 2021 · 524 citations

, , +17