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Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soils with Generalized LIBS Spectra
Determination of trace elements in soils with laser-induced breakdown spectroscopy is significantly affected by the matrix effect, due to large variations in chemical composition and physical property of different soils. Spectroscopic data treatment with univariate models often leads to poor analyti...
Autores principales: | Sun, Chen, Tian, Ye, Gao, Liang, Niu, Yishuai, Zhang, Tianlong, Li, Hua, Zhang, Yuqing, Yue, Zengqi, Delepine-Gilon, Nicole, Yu, Jin |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6684658/ https://www.ncbi.nlm.nih.gov/pubmed/31388047 http://dx.doi.org/10.1038/s41598-019-47751-y |
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