An initial estimation method using cosine similarity for multivariate curve resolution: application to NMR spectra of chemical mixtures

The Analyst ◽  
2019 ◽  
Vol 144 (20) ◽  
pp. 5986-5995 ◽  
Author(s):  
Yuya Nagai ◽  
Woon Yong Sohn ◽  
Kenji Katayama

Mixture spectra is decomposed into pure spectra without prior knowledge, and the MCR calculation refines the spectra and provides the concentrations.

The Analyst ◽  
2021 ◽  
Author(s):  
Yuya Nagai ◽  
Kenji Katayama

We developed a multivariate curve resolution (MCR) calculation combined with the mapping of cosine similarity (cos-s) for multiple mixture spectra of chemicals. The cos-s map was obtained by calculating the...


2020 ◽  
Vol 92 (6) ◽  
pp. 4451-4458 ◽  
Author(s):  
Francesco Bruno ◽  
Roberto Francischello ◽  
Giovanni Bellomo ◽  
Lucia Gigli ◽  
Alessandra Flori ◽  
...  

2011 ◽  
Vol 2011 ◽  
pp. 1-11 ◽  
Author(s):  
Julien A. Jendral ◽  
Yulia B. Monakhova ◽  
Dirk W. Lachenmeier

A strategy for analyzing formaldehyde in beer, wine, spirits, and unrecorded alcohol was developed, and 508 samples from worldwide origin were analyzed. In the first step, samples are qualitatively screened using a simple colorimetric test with the purpald reagent, which is extremely sensitive for formaldehyde (detection limit 0.1 mg/L). 210 samples (41%) gave a positive purpald reaction. In the second step, formaldehyde in positive samples is confirmed by quantitative spectrophotometry of the chromotropic acid-formaldehyde derivative combined with Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS). Calculation of UV-VIS and13C NMR spectra confirmed the monocationic dibenzoxanthylium structure as the product of the reaction and disproved the widely citedpara,para-quinoidal structure. Method validation for the spectrophotometric procedure showed a detection limit of 0.09 mg/L and a precision of 4.2–8.2% CV. In total, 132 samples (26%) contained formaldehyde with an average of 0.27 mg/L (range 0–14.4 mg/L). The highest incidence occurred in tequila (83%), Asian spirits (59%), grape marc (54%), and brandy (50%). Our survey showed that only 9 samples (1.8%) had formaldehyde levels above the WHO IPCS tolerable concentration of 2.6 mg/L.


2009 ◽  
Vol 344 (15) ◽  
pp. 2014-2022 ◽  
Author(s):  
Tina Salomonsen ◽  
Henrik Max Jensen ◽  
Flemming Hofmann Larsen ◽  
Stefan Steuernagel ◽  
Søren Balling Engelsen

2008 ◽  
Vol 22 (9) ◽  
pp. 482-490 ◽  
Author(s):  
Howland D. T. Jones ◽  
David M. Haaland ◽  
Michael B. Sinclair ◽  
David K. Melgaard ◽  
Mark H. Van Benthem ◽  
...  

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