By the same authors

From the same journal

Analysis of collagen preservation in bones recovered in archaeological contexts using NIR Hyperspectral Imaging

Research output: Contribution to journalArticlepeer-review


  • Damien Vincke
  • Rebecca Miller
  • Edith Stassart
  • Marcel Otte
  • Pierre Dardenne
  • Matthew Collins
  • Keith Wilkinson
  • John Stewart
  • Vincent Baeten
  • Juan Antonio Fernández Pierna


Publication details

DatePublished - 1 Jul 2014
Number of pages8
Pages (from-to)181-8
Original languageEnglish


The scope of this article is to propose an innovative method based on Near Infrared Hyperspectral Chemical Imaging (NIR-HCI) to rapidly and non-destructively evaluate the relative degree of collagen preservation in bones recovered from archaeological contexts. This preliminary study has allowed the evaluation of the potential of the method using bone samples from the Early Upper Palaeolithic, Mesolithic and Neolithic periods at the site of Trou Al׳Wesse in Belgium. NIR-HCI, combined with chemometric tools, has identified specific spectral bands characteristic of collagen. A chemometric model has been built using Partial Least Squares Discriminant Analysis (PLS-DA) to identify bones with and without collagen. This enables the evaluation of the degree of collagen preservation and homogeneity in bones within and between different strata, which has direct implications for archaeological applications (e.g., taphonomic analyses, assemblage integrity) and sample selection for subsequent analyses requiring collagen. Two archaeological applications are presented: comparison between sub-layers in an Early Upper Palaeolithic unit, and evaluation of the range of variability in collagen preservation within a single Holocene stratum.

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Copyright © 2014 Elsevier B.V. All rights reserved.

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