Skip to main content
Log in

Chemometrics applied to cathodoluminescence images: a new approach to classify pre-Columbian artefacts from northern Peru

  • Art and Cultural Heritage
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

In most archaeological researches, ceramic cathodoluminescence images are conventionally exploited in a descriptive way (paste colour, inclusions). In this study, a new approach was employed: image’s RGB histograms were used in order to differentiate several ceramics recently discovered at the archaeological site of San José de Moro located in northern Peru. Cathodoluminescence coupled with chemometric methods appears as a good method to characterize and particularly to produce a systematic classification of complex materials such as archaeological ceramics. Our results were compared with the archaeological and classical background knowledge and this allowed confirming that Mochica Fine Line and Mochica Polychrome were the most similar archaeological groups, at Mochica times, because of the use of the same raw material for production. However, Highland Cajamarca is the most different ceramic group from the other studied ones due to the use of different raw materials from Cajamarca valley located 100 km east of San José de Moro site.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • André M (1991) An introduction to image processing. Chapman and Hall, London

    Google Scholar 

  • Boggs S, Krinsley D (2006) Application of cathodoluminescence imaging to the study of sedimentary rocks. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Castillo LJ (2000) La presencia Wari en San José de Moro. In: Kaulicke P, Isbell WH (eds) Huari y Tiwanaku: modelos vs. evidencias, Boletín de Arqueología PUCP IV. Pontificia Universidad Católica del Perú, Lima, pp. 143–179

    Google Scholar 

  • Castillo LJ (2003) Los últimos mochicas en Jequetepeque. In: Uceda S, Mujica E (eds) Moche: hacia el final del milenio. Actas del segundo coloquio sobre la cultura moche (1–7 agosto 1999). Pontificia Universidad Católica del Perú/Universidad Nacional de Trujillo, Lima, pp. 65–123

    Google Scholar 

  • Castillo LJ (2008) Prácticas funerarias de élite en San José de Moro. In: Makowski K (ed) Los Señores de los reinos de la luna. Banco de Crédito del Perú, Lima, pp. 288–293

    Google Scholar 

  • Chapoulie R, Cazenave S, Cerepi A (2005b) Apport de la cathodoluminescence à haute résolution à l’étude de la diagenèse météorique dans les formations sédimentaires carbonatées. C R Geosciences 337:337–346

    Article  CAS  Google Scholar 

  • Chapoulie R, Déléry C, Daniel F, Vendrell-Saz M (2005a) CuerdaSeca ceramics from al-Andalus, Islamic Spain and Portugal (10th-12th C. AD). Investigation with SEM-EDX and cathodoluminescence. Archaeometry 47(3):519–534

    Article  CAS  Google Scholar 

  • Chapoulie R, Daniel F (2007) Cathodoluminescence: recherches sur une méthode d’analyse en archéométrie. British Archaeological Reports BAR S1700:1–16

    Google Scholar 

  • Chapoulie R, Cazenave S, Duttine M (2007) Laser cleaning of historical limestone buildings in Bordeaux. Appraisal using cathodoluminescence and electron paramagnetic resonance. Env Sci Pollut Res 15(3):237–243

    Article  Google Scholar 

  • Chapoulie R, Robert B, Casenave S (2016) The cathodoluminescence phenomenon used for the study of ancient ceramics and stones. International Journal on Culture and Heritage at Risk – cities of memory, Edifir Florence 1(1):53–72

    Google Scholar 

  • Del Solar N (2015) Contribution des sciences archéologiques à la connaissance des choix techniques Mochica et Cajamarca: Étude des matériaux céramiques du site de San José de Moro (VIIIe-Xe s. apr. J.-C., Pérou). Dissertation, Université Bordeaux Montaigne

  • Druc I (2011) Tradiciones alfareras del valle de Cajamarca y cuenca alta del Jequetepeque, Perú. Bulletin de l’Institut Français d’Études Andines 40(2):307–331

    Article  Google Scholar 

  • Druc I, Inokuchi K, Shen Z (2013) Análisis de arcillas y material comparativo por medio de Difracción de rayos X y Petrografía para Kuntur Wasi, vol 26. Arqueología y Sociedad, Cajamarca, pp. 91–110

    Google Scholar 

  • Gary N (2012) Applications of cathodoluminescence spectroscopy and imaging in the characterisation of pharmaceutical materials. Eur J Pharm Sci 45:19–42

    Article  Google Scholar 

  • Götze J (2012) Application of cathodoluminescence microscopy and spectroscopy in geosciences. Microsc Microanal 18(6):1270–1284

    Article  Google Scholar 

  • Hunt AMW (2013) Development of quartz cathodoluminescence for the geological grouping of archaeological ceramics: firing effects and data analysis. J Archaeol Sci 40:2902–2912

    Article  CAS  Google Scholar 

  • Picouet P (1999) Cathodoluminescence spectroscopy of quartz grains as a tool for ceramic provenance. J Archaeol Sci 26:943–949

    Article  Google Scholar 

  • Roque C, Guibert P, Vartanian E, Bechtel F (2004) Changes in luminescence properties induced by thermal treatments; a case study at Sipan and Trujillo Moche sites (Peru). Radiat Meas 38:119–126

    Article  CAS  Google Scholar 

  • Weiss C, Köster M, Japp S (2016) Preliminary characterization of pottery by cathodoluminescence and SEM–EDX analyses: an example from the Yeha region (Ethiopia). Archaeometry 58(2):239–254

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Faten Ammari.

Additional information

Responsible editor: Philippe Garrigues

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ammari, F., Del-Solar-Velarde, N., Chapoulie, R. et al. Chemometrics applied to cathodoluminescence images: a new approach to classify pre-Columbian artefacts from northern Peru. Environ Sci Pollut Res 24, 2205–2209 (2017). https://doi.org/10.1007/s11356-016-7992-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-016-7992-3

Keywords

Navigation