Automatizing the comparison of NMR depth profiles. (11th December 2017)

• Record Type: Journal Article
• Authors: Rehorn, C.; Kehlet, C.; Del Federico, E.; Zia, W.; Meldrum, T.; Blümich, B.
• Is Part Of: Strain. Volume 54:Number 3(2018:Jun.)
• Page Start: n/a
• Page End: n/a
• Publication Date: 2017-12-11
• Subjects: compact NMR -- Herculaneum -- pattern recognition; Strains and stresses -- Measurement -- Periodicals; 624.176
• DOI: 10.1111/str.12254
• Languages: English
• ISSNs: 0039-2103

Abstract

Abstract: A MATLAB‐based graphical user interface for simplified comparisons of nuclear magnetic resonance depth profiles or other 1‐dimensional datasets was developed. It allows for the application and combination of 3 statistical methods for computing and visualising similarities. The methods included in the program are principal component analysis, linear discriminant analysis, and dynamic time warping. The toolkit was utilised to analyse affinity and differences between depth profiles of ancient Roman wall paintings on stratified mortar backings. Whereas principal component analysis and linear discriminant analysis serve to characterise similarities in a single class or multiple classes, respectively, differences in mortar‐layer thickness can be corrected with the help of dynamic time warping.