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An overview of Principal Components Analysis approaches in Raman studies of cultural heritage materials
16 references·4 citing·40 second hop
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References

  • 2006Raman identification of glassy silicates used in ceramics, glass and jewellery: a tentative differentiation guide289 cited
  • 2015Raman spectroscopy for the investigation of carbon‐based black pigments251 cited
  • 2014Characterisation of metal carboxylates by Raman and infrared spectroscopy in works of art237 cited
  • 2012Micro‐Raman spectroscopy of carbon‐based black pigments186 cited
  • 2015Analytical chemistry in the field of cultural heritage158 cited
  • 2016Raman Spectroscopy of cultural heritage Materials: Overview of Applications and New Frontiers in Instrumentation, Sampling Modalities, and Data Processing129 cited
  • 2007Raman Spectra of Proteinaceous Materials Used in Paintings: A Multivariate Analytical Approach for Classification and Identification98 cited
  • 2011The first spectroscopic analysis of Ethiopian prehistoric rock painting71 cited
  • 2013Classification of iron‐based inks by means of micro‐Raman spectroscopy and multivariate data analysis61 cited
  • 2012Analytical Archaeometry61 cited
  • 1998Chemometrics and cultural heritage59 cited
  • 2008The analysis of naturally and artificially aged protein‐based paint media using Raman spectroscopy combined with Principal Component Analysis57 cited
  • 2015Identification of artistic materials in paintings and drawings by Raman spectroscopy: some challenges and future outlook53 cited

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2013
Advanced discriminating criteria for natural organic substances of Cultural Heritage interest: Spectral decomposition and multivariate analyses of FT-Raman and FT-IR signatures
52 cited
  • 2008Micro-Raman and X-ray fluorescence spectroscopy data fusion for the classification of ochre pigments51 cited
  • 2001Evaluation of a Principal Components-Based Searching Algorithm for Raman Spectroscopic Identification of Organic Pigments in 20th Century Artwork51 cited
  • Cited by

    • 2024A Review of Non-Destructive Raman Spectroscopy and Chemometric Techniques in the Analysis of Cultural Heritage36 cited
    • 2025Application of spectroscopy technique in cultural heritage: systematic review and bibliometric analysis13 cited
    • 2025Development Trend in Non-Destructive Techniques for Cultural Heritage: From Material Characterization to AI-Driven Diagnosis12 cited
    • 2024Look but don't touch: Non-invasive chemical analysis of organic paint binders – A review11 cited