Diagnosis of cadmium contamination in urban and suburban soils using visible-to-near-infrared spectroscopy

Previous studies have mostly focused on using visible-to-near-infrared spectral technique to quantitatively estimate soil cadmium (Cd) content, whereas little attention has been paid to identifying soil Cd contamination from a perspective of spectral classification. Here, we developed a framework to...

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Veröffentlicht in:	Environmental pollution (1987) 2021-12, Vol.291, p.118128-118128, Article 118128
Hauptverfasser:	Hong, Yongsheng, Chen, Yiyun, Shen, Ruili, Chen, Songchao, Xu, Gang, Cheng, Hang, Guo, Long, Wei, Zushuai, Yang, Jian, Liu, Yaolin, Shi, Zhou, Mouazen, Abdul M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Boruta algorithm Machine learning Synthetic minority over-sampling technique Urban and suburban soil Cd contamination Visible-to-near-infrared spectroscopy
Online-Zugang:	Volltext
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