A Multidisciplinary Non-Invasive Approach for the Examination of a Wooden Panel Painting
Abstract
1. Introduction
2. Materials and Methods
2.1. Methodology of the Non-Destructive Monitoring
2.2. Experimental Set-Up
2.2.1. Infrared Thermography
2.2.2. Multispectral Imaging
2.2.3. MA-XRF
3. Results and Discussion
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Colombini, M.P.; Andreotti, A.; Bonaduce, I.; Modugno, F.; Ribechini, E. Analytical Strategies for Characterizing Organic Paint Media Using Gas Chromatography/Mass Spectrometry. Acc. Chem. Res. 2010, 43, 715–727. [Google Scholar] [PubMed]
- Marengo, E.; Manfredi, M.; Zerbinati, O.; Robotti, E.; Mazzucco, E.; Gosetti, F.; Bearman, G.; France, F.; Shor, P. Development of a technique based on multi-spectral imaging for monitoring the conservation of cultural heritage objects. Anal. Chim. Acta 2011, 706, 229–237. [Google Scholar] [PubMed]
- Issa, Y.M.; Abdel-Maksoud, G.; Ibrahim, M.; Magdy, M. A combination of analytical methods to evaluate the effect of humidity aging on the painting materials of icon models. Vib. Spectrosc. 2020, 107, 103010. [Google Scholar]
- Tavakolian, P.; Shokouhi, E.; Sfarra, S.; Gargiulo, G.; Mandelis, A. Non-destructive imaging of ancient marquetries using active thermography and photothermal coherence tomography. J. Cult. Herit. 2020, 46, 159–164. [Google Scholar]
- Laureti, S.; Colantonio, C.; Burrascano, P.; Melis, M.; Calabrò, G.; Malekmohammadi, H.; Sfarra, S.; Ricci, M.; Pelosi, C. Development of integrated innovative techniques for paintings examination: The case studies of The Resurrection of Christ attributed to Andrea Mantegna and the Crucifixion of Viterbo attributed to Michelangelo’s workshop. J. Cult. Herit. 2019, 40, 1–16. [Google Scholar]
- Trentelman, K.; Bouchard, M.; Ganio, M.; Namowicz, C.; Patterson, C.S.; Walton, M. The Examination of Works of Art Usingin SituXRF Line and Area Scans. X-Ray Spectrom. Int. J. 2010, 39, 159–166. [Google Scholar]
- Borg, B.; Dunn, M.; Ang, A.; Villis, C. The application of state-of-the-art technologies to support artwork conservation: Literature review. J. Cult. Herit. 2020, 44, 239–259. [Google Scholar]
- Yao, Y.; Sfarra, S.; Ibarra-Castanedo, C.; You, R.; Maldague, X. The multi-dimensional ensemble empirical mode decomposition (MEEMD). J. Therm. Anal. Calorim. 2017, 128, 1841–1858. [Google Scholar]
- Alexakis, E.; Delegou, E.T.; Mavrepis, P.; Rifios, A.; Kyriazis, D.; Moropoulou, A. A novel application of deep learning approach over IRT images for the automated detection of rising damp on historical masonries. Case Stud. Constr. Mater. 2024, 20, e02889. [Google Scholar]
- Wu, D.; Busse, G. Lock-in thermography for nondestructive evaluation of materials. Rev. Générale Therm. 1998, 37, 693–703. [Google Scholar]
- Grinzato, E. IR Thermography Applied to the Cultural Heritage Conservation. Recent Advances in Non-Destructive Inspection. In Proceedings of the 18th World Conference on Nondestructive Testing, Durban, South Africa, 16–20 April 2012. [Google Scholar]
- Ambrosini, D.; Daffara, C.; Di Biase, R.; Paoletti, D.; Pezzati, L.; Bellucci, R.; Bettini, F. Integrated reflectography and thermography for wooden paintings diagnostics. J. Cult. Herit. 2010, 11, 196–204. [Google Scholar]
- Mercuri, F.; Cicero, C.; Orazi, N.; Paoloni, S.; Marinelli, M.; Zammit, U. Infrared Thermography Applied to the Study of Cultural Heritage. Int. J. Thermophys. 2015, 36, 1189–1194. [Google Scholar]
- Mercuri, F.; Zammit, U.; Orazi, N.; Paoloni, S.; Marinelli, M.; Scudieri, F. Active infrared thermography applied to the investigation of art and historic artefacts. J. Therm. Anal. Calorim. 2011, 104, 475. [Google Scholar]
- Mercuri, F.; Buonora, P.; Cicero, C.; Helas, P.; Manzari, F.; Marinelli, M.; Paoloni, S.; Pasqualucci, A.; Pinzari, F.; Romani, M.; et al. Metastructure of illuminations by infrared thermography. J. Cult. Herit. 2018, 31, 53–62. [Google Scholar]
- Mercuri, F.; Orazi, N.; Paoloni, S.; Cicero, C.; Zammit, U. Pulsed Thermography Applied to the Study of Cultural Heritage. Appl. Sci. 2017, 7, 1010. [Google Scholar]
- Gavrilov, D.; Maeva, E.; Grube, O.; Vodyanoy, I.; Maev, R. Experimental Comparative Study of the Applicability of Infrared Techniques for Non-destructive Evaluation of Paintings. J. Am. Inst. Conserv. 2013, 52, 48–60. [Google Scholar]
- Yao, Y.; Sfarra, S.; Lagüela, S.; Ibarra-Castanedo, C.; Wu, J.-Y.; Maldague, X.P.V.; Ambrosini, D. Active thermography testing and data analysis for the state of conservation of panel paintings. Int. J. Therm. Sci. 2018, 126, 143–151. [Google Scholar]
- Kordatos, E.Z.; Exarchos, D.; Matikas, T.E.; Stavrakos, C.; Moropoulou, A. Application of IR thermography to damage characterization of structures and the diagnosis of historic monuments. In Emerging Technologies in Non-Destructive Testing V, Proceedings of the 5th Conference on Emerging Technologies in NDT, Ioannina, Greece, 19–21 September 2011; Routledge: London, UK, 2011; pp. 77–81. [Google Scholar]
- Kordatos, E.Z.; Exarchos, D.A.; Stavrakos, C.; Moropoulou, A.; Matikas, T.E. Infrared thermographic inspection of murals and characterization of degradation in historic monuments. Constr. Build. Mater. 2013, 48, 1261–1265. [Google Scholar]
- Varfi, G.T.; Asvestas, A.; Exarchos, D.A.; Farmaki, S.; Mastrotheodoros, G.; Anagnostopoulos, D.F.; Matikas, T.E. Nondestructive Assessment of Post-Byzantine Icon. In Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage; Osman, A., Moropoulou, A., Eds.; Springer Proceedings in Materials; Springer: Cham, Switzerland, 2022; Volume 16. [Google Scholar]
- Varfi, G.T.; Farmaki, S.; Gerodimos, T.; Exarchos, D.A.; Mastrotheodoros, G.; Anagnostopoulos, D.F.; Matikas, T.E. Nondestructive Assessment of Hidden Information in a Post-Byzantine Icon. In Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage; Osman, A., Moropoulou, A., Lampropoulos, K., Eds.; TMM 2023; Springer Proceedings in Materials; Springer: Cham, Switzerland, 2024; Volume 33. [Google Scholar] [CrossRef]
- Exarchos, D.; Farmaki, S.; Tragazikis, I.; Mpalaskas, A.; Mitsikostas, A.; Vasios, A.; Papadopoulou, V.; Matikas, T.E. Development of innovative 3D representation techniques and nondestructive evaluation tools for the sustainability of antiquities. In Proceedings of the SPIE 12046, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems, Long Beach, CA, USA, 6 March–11 April 2022. [Google Scholar]
- Exarchos, D.A.; Farmaki, S.G.; Tragazikis, I.K.; Mpalaskas, A.C.; Vasios, A.; Papadopoulou, V.; Matikas, T.E. Documenting Artifacts Using 3D Representation and Nondestructive Evaluation Tools. In Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage; Osman, A., Moropoulou, A., Eds.; Springer International Publishing: Cham, Switzerland, 2022. [Google Scholar]
- Bonizzoni, L. ED-XRF analysis for Cultural Heritage: Is quantitative evaluation always essential? J. Phys. Conf. Ser. 2015, 630, 012001. [Google Scholar]
- Andrić, V.; Gajić-Kvaščev, M.; Korolija Crkvenjakov, D.; Marić-Stojanović, M.; Gadžurić, S. Evaluation of pattern recognition techniques for the attribution of cultural heritage objects based on the qualitative XRF data. Microchem. J. 2021, 167, 106267. [Google Scholar]
- Ha, J.-W.; Lee, S.-J. Identification of natural inorganic pigments used on 18th century Korean traditional mural paintings by using a portable X-ray fluorescence. J. Ind. Eng. Chem. 2015, 28, 328–333. [Google Scholar]
- Galli, A.; Gargano, M.; Bonizzoni, L.; Bruni, S.; Interlenghi, M.; Longoni, M.; Passaretti, A.; Caccia, M.; Salvatore, C.; Castiglioni, I.; et al. Imaging and spectroscopic data combined to disclose the painting techniques and materials in the fifteenth century Leonardo atelier in Milan. Dye. Pigment. 2021, 187, 109112. [Google Scholar]
- Kokiasmenou, E.; Caliri, C.; Kantarelou, V.; Karydas, A.G.; Romano, F.P.; Brecoulaki, H. Macroscopic XRF imaging in unravelling polychromy on Mycenaean wall-paintings from the Palace of Nestor at Pylos. J. Archaeol. Sci. Rep. 2020, 29, 102079. [Google Scholar]
- Molari, R.; Appoloni, C.R. A PXRF and TXRF study of The Portrait of a young gentleman (1539), by Lucas Cranach the Elder. Radiat. Phys. Chem. 2019, 165, 108413. [Google Scholar]
- Molari, R.; Appoloni, C.R. Pigment analysis in four paintings by Vincent van Gogh by portable X-ray fluorescence (pXRF). Radiat. Phys. Chem. 2021, 181, 109336. [Google Scholar]
- Stratis, J.A.; Makarona, C.; Lazidou, D.; Gómez Sánchez, E.; Koutsoudis, A.; Pamplona, M.; Pauswein, R.; Pavlidis, G.; Simon, S.; Tsirliganis, N. Enhancing the examination workflow for Byzantine icons: Implementation of information technology tools in a traditional context. J. Cult. Herit. 2014, 15, 85–91. [Google Scholar]
- Kriznar, A.; Muñoz, M.d.V.; de la Paz, F.; Respaldiza, M.Á.; Vega, M. Non-destructive XRF analysis of selected Flemish panel paintings in the Fine Arts Museum of Seville. J. Inst. Conserv. 2014, 37, 136–151. [Google Scholar]
- Hoffmann, P.; Flege, S.; Ensinger, W.; Wolf, F.; Weber, C.; Seeberg, S.; Sander, J.; Schultz, J.; Krekel, C.; Tagle, R.; et al. MA-XRF investigation of the Altenberg Retable from 1330. X-Ray Spectrom. 2018, 47, 215–222. [Google Scholar]
- Alberti, R.; Frizzi, T.; Gironda, M.; Occhipinti, M.; Parsani, T.; Seccaroni, C.; Tatì, A. From noise to information. Analysing macro-XRF mapping of strontium impurities in Raphael’s Baglioni Entombment in the Galleria Borghese, Rome. J. Cult. Herit. 2022, 58, 130–136. [Google Scholar]
- Mastrotheodoros, G.P.; Asvestas, A.; Gerodimos, T.; Tzima, A.; Papadopoulou, V.; Anagnostopoulos, D.F. MA-XRF investigation of a 17th century icon by the renowned painter Theodoros Poulakis. J. Archaeol. Sci. Rep. 2024, 53, 104313. [Google Scholar]
- Gerodimos, T.; Asvestas, A.; Mastrotheodoros, G.P.; Chantas, G.; Liougos, I.; Likas, A.; Anagnostopoulos, D.F. Scanning X-ray Fluorescence Data Analysis for the Identification of Byzantine Icons’ Materials, Techniques, and State of Preservation: A Case Study. J. Imaging 2022, 8, 147. [Google Scholar] [CrossRef]
- Mastrotheodoros, G.P.; Anagnostopoulos, D.F.; Beltsios, K.G. Cleaning Old Icons: The Effect of Varnishes on the XRF Analysis of Portable Panel Paintings. In Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage; Springer Nature: Cham, Switzerland, 2024. [Google Scholar]
- Mastrotheodoros, G.P.; Asvestas, A.; Gerodimos, T.; Anagnostopoulos, D.F. Revealing the Materials, Painting Techniques, and State of Preservation of a Heavily Altered Early 19th Century Greek Icon through MA-XRF. Heritage 2023, 6, 1903–1920. [Google Scholar] [CrossRef]
- Jones, C.; Duffy, C.; Gibson, A.; Terras, M. Understanding multispectral imaging of cultural heritage: Determining best practice in MSI analysis of historical artefacts. J. Cult. Herit. 2020, 45, 339–350. [Google Scholar]
- Li, H.; Li, G.; Ye, Y.; Lin, L. A high-efficiency acquisition method of LED-multispectral images based on frequency-division modulation and RGB camera. Opt. Commun. 2021, 480, 126492. [Google Scholar]
- Moropoulou, A.; Delegou, E.T.; Vlahakis, V.; Karaviti, E. Digital processing of SEM images for the assessment of evaluation indexes of cleaning interventions on Pentelic marble surfaces. Mater. Charact. 2007, 58, 1063–1069. [Google Scholar]
- Simon Chane, C.; Mansouri, A.; Marzani, F.S.; Boochs, F. Integration of 3D and multispectral data for cultural heritage applications: Survey and perspectives. Image Vis. Comput. 2013, 31, 91–102. [Google Scholar]
- Hain, M.; Bartl, J.; Jacko, V. Multispectral analysis of cultural heritage artefacts. Meas. Sci. Rev. 2003, 3, 9–12. [Google Scholar]
- Havermans, J.; Aziz, H.A.; Scholten, H. Non Destructive Detection of Iron Gall Inks by Means of Multispectral Imaging Part 1: Development of the Detection System. Restaur. Int. J. Preserv. Libr. Arch. Mater. 2003, 24, 55–60. [Google Scholar]
- Elias, M.; Mas, N.; Cotte, P. Review of several optical non-destructive analyses of an easel painting. Complementarity and crosschecking of the results. J. Cult. Herit. 2011, 12, 335–345. [Google Scholar]
- Cosentino, A. Identification of pigments by multispectral imaging; a flowchart method. Herit. Sci. 2014, 2, 8. [Google Scholar]
- Alexakis, E.; Delegou, E.T.; Lampropoulos, K.C.; Apostolopoulou, M.; Ntoutsi, I.; Moropoulou, A. NDT as a monitoring tool of the works progress and the assessment of materials and rehabilitation interventions at the Holy Aedicule of the Holy Sepulchre. Constr. Build. Mater. 2018, 189, 512–526. [Google Scholar]
- Avdelidis, N.P.; Moropoulou, A. Applications of infrared thermography for the investigation of historic structures. J. Cult. Herit. 2004, 5, 119–127. [Google Scholar]
- Avdelidis, N.P.; Moropoulou, A. Emissivity considerations in building thermography. Energy Build. 2003, 35, 663–667. [Google Scholar]
- Avdelidis, N.P.; Moropoulou, A.; Delegou, E. A thermographic study for the assessment of historic structures. In Proceedings of the 7th Quantitative Infrared Thermography Conference (QIRT), Brussels, Belgium, 1 January 2004. [Google Scholar]
- Moropoulou, A.; Avdelidis, N.P.; Koui, M.; Delegou, E.T.; Tsiourva, T. Infrared Thermographic Assessment of Materials & Techniques for the Protection of Cultural Heritage. In Proceedings of the SPIE—The International Society for Optical Engineering, Wuhan, China, 25 September 2001; Volume 4548, pp. 313–318. [Google Scholar] [CrossRef]
- Moropoulou, A.; Labropoulos, K.C.; Delegou, E.T.; Karoglou, M.; Bakolas, A. Non-destructive techniques as a tool for the protection of built cultural heritage. Constr. Build. Mater. 2013, 48, 1222–1239. [Google Scholar]
- Varfi, G.T.; Farmaki, S.; Moschovas, D.; Exarchos, D.A.; Matikas, T.E. Evaluation of Materials and Techniques of a Nineteenth Century Hieratic Manuscript. In Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage; Osman, A., Moropoulou, A., Lampropoulos, K., Eds.; TMM 2023; Springer Proceedings in Materials; Springer: Cham, Switzerland, 2024; Volume 33. [Google Scholar]
- Mastrotheodoros, G.P.; Beltsios, K.G.; Bassiakos, Y.; Papadopoulou, V. On the Metal-Leaf Decorations of Post-Byzantine Greek Icons. Archaeometry 2018, 60, 269–289. [Google Scholar]
- Eastaugh, N.; Walsh, V.; Chaplin, T.; Siddall, R. Pigment Compendium: A Dictionary of Historical Pigments, 1st ed.; Routledge: Abingdon, UK, 2004. [Google Scholar] [CrossRef]
- Feller, R.L. Barium Sulfate—Natural and Synthetic. In Artists’ Pigments: A Handbook of Their History and Characteristics; Feller, R.L., Ed.; National Gallery of Art: Washington, DC, USA, 1986; Volume 1, pp. 47–64. [Google Scholar]
- Mastrotheodoros, G.P.; Beltsios, K.G.; Bassiakos, Y. On the Red and Yellow Pigments of Post-Byzantine Greek Icons*. Archaeometry 2021, 63, 753–778. [Google Scholar]
- Mastrotheodoros, G.P.; Beltsios, K.G.; Bassiakos, Y. On the blue and green pigments of post-Byzantine Greek icons. Archaeometry 2020, 62, 774–795. [Google Scholar]
- Mactaggart, P.; Mactaggart, A. Practical Gilding; Archetype; Archetype Publications: London, UK, 2002. [Google Scholar]
- Mastrotheodoros, G.P.; Beltsios, K.G. Pigments—Iron-based red, yellow, and brown ochres. Archaeol. Anthropol. Sci. 2022, 14, 35. [Google Scholar]
- Mastrotheodoros, G.P.; Beltsios, K.G. The Balpis Expansion of the Technical Part of the Hermeneia Painting Manual by Dionysius of Fourna. Stud. Conserv. 2024, 69, 425–451. [Google Scholar]
- Dionysios of Fourna; Hetherington, P. The ‘Painter’s Manual’of Dionysius of Fourna: An English Translation with Commentary of Cod. Gr. 708 in the Saltykov-Shchedrin State Public Library, Leningrad; Oakwood Publications: Torrance, CA, USA, 1996. [Google Scholar]
- Feller, R.L. (Ed.) Artists’ Pigments: A Handbook of Their History and Characteristics; National Gallery of Art: Washington, DC, USA, 1986. [Google Scholar]
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Varfi, G.T.; Farmaki, S.; Mastrotheodoros, G.P.; Exarchos, D.A.; Asvestas, A.; Anagnostopoulos, D.F.; Matikas, T.E. A Multidisciplinary Non-Invasive Approach for the Examination of a Wooden Panel Painting. Heritage 2025, 8, 271. https://doi.org/10.3390/heritage8070271
Varfi GT, Farmaki S, Mastrotheodoros GP, Exarchos DA, Asvestas A, Anagnostopoulos DF, Matikas TE. A Multidisciplinary Non-Invasive Approach for the Examination of a Wooden Panel Painting. Heritage. 2025; 8(7):271. https://doi.org/10.3390/heritage8070271
Chicago/Turabian StyleVarfi, Georgia T., Spyridoula Farmaki, Georgios P. Mastrotheodoros, Dimitrios A. Exarchos, Anastasios Asvestas, Dimitrios F. Anagnostopoulos, and Theodore E. Matikas. 2025. "A Multidisciplinary Non-Invasive Approach for the Examination of a Wooden Panel Painting" Heritage 8, no. 7: 271. https://doi.org/10.3390/heritage8070271
APA StyleVarfi, G. T., Farmaki, S., Mastrotheodoros, G. P., Exarchos, D. A., Asvestas, A., Anagnostopoulos, D. F., & Matikas, T. E. (2025). A Multidisciplinary Non-Invasive Approach for the Examination of a Wooden Panel Painting. Heritage, 8(7), 271. https://doi.org/10.3390/heritage8070271