Abstract
This paper presents the application of an established XRF-MC (X-ray fluorescence-Monte Carlo) protocol to evaluate for the first time the thickness of pictorial layers in illuminated manuscripts. A previously investigated, sixteenth-century book printed in Paris (BPE, Inc. 438) was chosen as the case study: multiple analysis spots were scanned in selected areas (painted and unpainted) with p-XRF (hand-held XRF); later, the obtained spectra were compared against Monte Carlo simulations. Two pathways of MC simulations emerged: a three-layer model for the painted areas (stratigraphic sequence, from outer to inner: pictorial layer–underdrawing–parchment) and a two-layer model for the unpainted areas (underdrawing–parchment). Also, the calculated thickness of each simulated layer was compared against the thickness of micro-samples from Inc. 438. The results proved the protocol to provide quantitative compositional and stratigraphic data, yet with limitations. Results encourage the future research to elaborate a protocol.
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References
R. Johnston-Feller, Color Science in the Examination of Museum Objects, 1st edn. (Getty Publications, Los Angeles, 2001), pp. 15–98
J. Dong et al., Sci. Rep. (2018). https://doi.org/10.1038/s41598-017-15069-2
M. Gil et al., Xray Spectrom. (2008). https://doi.org/10.1002/xrs.1024
L. Brizi et al., Magn. Reson. Chem. (2020). https://doi.org/10.1002/mrc.5054
S. Prati et al., Anal. Bioanal. Chem. (2013). https://doi.org/10.1007/s00216-012-6435-3
S. Prati et al., Appl. Phys. A (2016). https://doi.org/10.1007/s41061-016-0025-3
M. Clarke, Stud. Conserv. (2001). https://doi.org/10.1179/sic.2001.46.Supplement-1.3
A.N. Shugar, J.L. Mass, Handheld XRF for Art and Archaeology (Leuven University Press, Leuven, 2012)
R.H. Tykot, Appl. Spectrosc. (2016). https://doi.org/10.1177/0003702815616745
L. Bonizzoni et al., Appl. Phys. A (2007). https://doi.org/10.1007/s00339-008-4482-6
L. Bonizzoni et al., Xray Spectrom. (2008). https://doi.org/10.1002/xrs.930
S. Pessanha et al., Xray Spectrom. (2014). https://doi.org/10.1002/xrs.2518
R.P. Gardner, J.M. Doster, X-Ray Spectrom. (1982). https://doi.org/10.1002/xrs.1300110409
R.P. Gardner, J.M. Doster, X-Ray Spectrom. (1982). https://doi.org/10.1002/xrs.1300110410
J.E. Fernandez, Comput. Phys. Commun. (1989). https://doi.org/10.1016/0010-4655(89)90083-0
T. Schoonjans et al., Spectrochim. Acta Part B (2012). https://doi.org/10.1016/j.sab.2012.03.011
V. Scot et al., Nucl. Instrum. Methods Phys. Res. B (2007). https://doi.org/10.1016/j.nimb.2007.04.205
J. Baro et al., Nucl. Instrum. Methods Phys. Res. Sect. B (1995). https://doi.org/10.1016/0168-583X(95)00349-5
X. Llovet et al., Surf. Interface Anal. (2005). https://doi.org/10.1002/sia.2096
S. Agostinelli et al., Nucl. Instrum. Methods Phys. Res. Sect. A (2003). https://doi.org/10.1016/S0168-9002(03)01368-8
S. Guatelli et al., IEEE Trans. Nucl. Sci. (2007). https://doi.org/10.1109/TNS.2007.896214
J. Hendricks et al., Appl. Radiat. Isot. (2000). https://doi.org/10.1016/S0969-8043(00)00231-1
T. Schoonjans et al., Spectrochim. Acta B (2013). https://doi.org/10.1016/j.sab.2012.12.011
L. Vincze et al., Spectrochim. Acta B (1993). https://doi.org/10.1016/0584-8547(93)80060-8
L. Vincze et al., Spectrochim. Acta B (1995). https://doi.org/10.1016/0584-8547(95)01361-X
L. Vincze et al., Spectrochim. Acta B (1999). https://doi.org/10.1016/S0584-8547(99)00094-4
U. Bottigli et al., Spectrochim. Acta B (2004). https://doi.org/10.1016/j.sab.2004.03.016
B. Golosio et al., Comput. Phys. Commun. (2014). https://doi.org/10.1016/j.cpc.2013.10.034
T. Schoonjans et al., Spectrochim. Acta Part B (2011). https://doi.org/10.1016/j.sab.2011.09.011
A. Brunetti et al., At. Spectrosc. Spectrochim. Acta Part B (2015). https://doi.org/10.1016/j.sab.2015.03.014
W. Giurlani et al., Coatings (2019). https://doi.org/10.3390/coatings9020079
L. Angeli et al., J. Archaeol. Sci. Rep. (2019). https://doi.org/10.1016/j.jasrep.2019.01.008
C. Bottaini et al., Spectrochim. Acta B (2015). https://doi.org/10.1016/j.sab.2014.10.015
C. Bottaini et al., Appl. Spectr. (2018). https://doi.org/10.1177/0003702817721934
C. Bottaini et al., Archaeol. Anthropol. Sci. (2018). https://doi.org/10.1007/s12520-017-0501-x
C. Bottaini et al., Eur. Phys. J. Plus (2019). https://doi.org/10.1140/epjp/i2019-12894-4
S. Pessanha et al., Spectrochim. Acta Part B At. Spectrosc. (2019). https://doi.org/10.1016/j.sab.2019.04.006
M. Alfeld et al., J. Anal. At. Spectrom. (2011). https://doi.org/10.1039/C0JA00257G
M. Alfeld et al., J. Anal. At. Spectrom. (2013). https://doi.org/10.1039/C3JA30341A
M. Alfeld et al., Appl. Phys. A (2013). https://doi.org/10.1007/s00339-012-7526-x
A.T. da Silva et al., Herit. Sci. (2017). https://doi.org/10.1186/s40494-017-0150-5
F.P. Romano et al., J. Anal. At. Spectrom. (2017). https://doi.org/10.1039/C6JA00439C
S. Saverwyns et al., Microchem. J. (2018). https://doi.org/10.1016/j.microc.2017.10.008
S. Lins et al., Res. J. Appl. Sc. (2020). https://doi.org/10.3390/app10103582
S. Lins et al., Front. Chem. (2020). https://doi.org/10.3389/fchem.2020.00175
C. Miguel et al., J. Raman Spectrosc. (2009). https://doi.org/10.1002/jrs.2350Citations:38
L. de Viguerie et al., Herit. Sci. (2018). https://doi.org/10.1186/s40494-018-0177-1
P. Ricciardi et al., Microchem. J. (2016). https://doi.org/10.1016/j.microc.2015.10.020
W. Faubel et al., Spectrochim. Acta Part B (2007). https://doi.org/10.1016/j.sab.2007.03.029
M. Manso et al., Appl. Phys. A (2015). https://doi.org/10.1007/s00339-014-8924-z
S. Legrand et al., Microchem. J. (2018). https://doi.org/10.1016/j.microc.2018.01.001
G.I. Serhrouchni et al., Eur. Phys. J. Plus (2019). https://doi.org/10.1140/epjp/i2019-12896-2
S. Pessanha et al., Spectrochim. Acta Part B (2018). https://doi.org/10.1016/j.sab.2018.04.021
D.V. Thompson, The Materials and Techniques of Medieval Painting, 2nd edn. (Dover Publications, New York, 1956)
P. Renouard, J. Veyrin-Forrer, B. Moreau, Brigitte, Répertoire Des Imprimeurs Parisiens, 1st edn. (Paris-Abbeville, Imprimerie F. Paillart, 1965), pp. 197–198
J. Müller, Dictionnaire Abrégé Des Imprimeurs, 1st edn. (Heitz, Paris, 1970), p. 76
M.B. Winn, Papers. Bibliographical Society of. America 103, 2 (2009)
H. Tenschert, I. Nettekoven, C. Zöhl, Horae BMV, 1st edn. (Antiquariat Bibermühle, Ramsen, 2003-2015)
I. Cid, Incunábulos da Biblioteca Pública e Arquivo Distrital de Évora(Biblioteca e Arquivo Distrital, Évora, 1988)
M.-L. Polain, Marques des imprimeurs, 1st edn. (Slatkine, Paris, 1926), no. 103
P. Renouard, Les Marques Typographiques Parisiennes (Champion, Paris, 1928), pp. 134–135
I. Nettekoven, Der Meister Der Apokalypsenrose Der Saint Chapelle (Brepols, Turnhout, 2004), p. 534
C. Miguel et al., J. Cul. Herit. (2019). https://doi.org/10.1016/j.culher.2019.05.014
S. Bottura Scardina et al., Ge-conservación (2020). https://doi.org/10.37558/gec.v18i1.825
C. Tibúrcio et al., Microchem. J. (2020). https://doi.org/10.1016/j.microc.2019.104455
A. Brunetti et al., Spectrochim. Acta Part B At. Spectrosc. (2004). https://doi.org/10.1016/j.sab.2004.03.014
T. He et al., Nucl. Instrum. Methods Phys. Res. (1990). https://doi.org/10.1016/0168-9002(90)90805-G
E. Tomasini, G. Siracusano, M.S. Maier, Microchem. J. (2012). https://doi.org/10.1016/j.microc.2011.11.005
M.E. Fleet, Biomaterials (2009). https://doi.org/10.1016/j.biomaterials.2008.12.007
B.R. Singh et al., Proc. SPIE Biomol. Spectroscopy (1993). https://doi.org/10.1117/12.145242
V. Balan et al., Materials (2019). https://doi.org/10.3390/ma12182884
N. Kourkoumelis et al., Clin. Rev. Bone Miner. Metab. (2019). https://doi.org/10.1007/s12018-018-9255-y
A. Schönemann, H.G. Edwards, Anal. Bioanal. Chem. (2011). https://doi.org/10.1007/2Fs00216-011-4855-0
R.J. Meilunas, J.G. Bentsen, A. Steinberg, Stud. Conserv. (1990). https://doi.org/10.1179/sic.1990.35.1.33
M. Lazzari, O. Chiantore, Oscar Polym. Degrad. Stab. (1999). https://doi.org/10.1016/S0141-3910(99)00020-8
J. Mallégol, J.-L. Gardette, J. Lemaire, J. Am. Oil Chem. Soc. (2000). https://doi.org/10.1007/s11746-000-0042-4
I.A. Balakhnina et al., J. Appl. Spectr. (2011). https://doi.org/10.1007/s10812-011-9444-7
J.D. van Den Berg et al., J. Sep. Sci. (2004). https://doi.org/10.1002/jssc.200301610
S. Boyatzis, E. Ioakimoglou, P. Argitis, J. Appl. Polym. (2002). https://doi.org/10.1002/app.10117
Z.O. Oyman, W. Ming, R.R. van der Linde, Prog. Org. Coat. (2005). https://doi.org/10.1016/j.porgcoat.2005.06.004
L. De Viguerie et al., Prog. Org. Coat. (2016). https://doi.org/10.1016/j.porgcoat.2015.12.010
G. Ruscelli, Secreti del Reverendo Donno Alessio Piemontese (Venezia, 1555)
A. Stijnman, Engraving and Etching (Brill-Hes & De Graaf, London, 2012)
D. Scalarone, M. Lazzari, O. Chiantore, J. Anal. Appl. Pyrolysis (2002). https://doi.org/10.1007/s00216-016-9772-9
T.A. Cahill et al., Archaeometry (1984). https://doi.org/10.1111/j.1475-4754.1984.tb00312.x
H. Mommsen et al., Archaeometry (1996). https://doi.org/10.1111/j.1475-4754.1996.tb00782.x
C.S. Tumosa, M.F. Mecklenburg, Stud. Conserv. (2005). https://doi.org/10.1179/sic.2005.50.Supplement-1.39
B.Z. Juita, E.M. Kennedy, J.C. Mackie, Fire Sci. Rev. (2012). https://doi.org/10.1186/2193-0414-1-3
C. Miguel et al., Chemom. Intell. Lab. Syst. (2012). https://doi.org/10.1016/j.chemolab.2012.09.003
S.M. Rousu et al., In Printing and Graphic Arts Conference (TAPPI Press, Atlanta, 2000), pp. 55–70
B. Lemière, J. Geochem. Explor. (2018). https://doi.org/10.1016/j.gexplo.2018.02.006
H.M. Szczepanowska, Conservation of Cultural Heritage: Key Principles and Approaches (Routledge, London-New York, 2013), p. 40
Acknowledgements
The research was supported by the Portuguese Foundation for Science and Technology (FCT) by National Funds under the projects UIDP/04449/2020 (HERCULES Laboratory), DL 57/2016/CP1372/CT0012 (Norma Transitória), UIDB/00057/2020 (CIDEHUS/UE) and UIDB/04042/2020 (CIEBA/UL). The authors express their gratitude to the Public Library of Évora for authorising the analysis on BPE, Inc. 438 and making the item available for the study. Silvia Bottura Scardina thanks personally the University of Lisbon to allow the present study through the financial support of the research grant BD-2017.
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This study was funded by DL 57/2016/CP1372/CT0012 (Norma Transitória), UIDP/04449/2020 (HERCULES Laboratory) and BD-2017 (Grant for doctoral studies).
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Antonio Brunetti, Carlo Bottaini and Catarina Miguel certify that they have no affiliation or involvement in any organisation or entity with any financial interest, or non-financial interest in the subject matter or materials discussed in this manuscript. Silvia Bottura Scardina certifies the involvement in the University of Lisbon for the attribution of the Ph.D. grant as the financial support of the project “The Technique of Illumination in the sixteenth-century Book of Hours—a Multidisciplinary Study of the Materials, Technique and Artistic Influences in Hardouyns’ Incunabula”
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CB planned and performed the p-XRF analysis; AB designed the MC model, the computational framework and carried out the MC simulations. SBS and CM interpreted the compositional data on the paints, and with AB analysed the data from the MC simulations. SBS wrote the manuscript with input from all authors. CB and CM conceived the study and SBS was in charge of overall direction.
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Bottura-Scardina, S., Brunetti, A., Bottaini, C. et al. On the use of hand-held X-ray fluorescence spectroscopy coupled to Monte Carlo simulations for the depth assessment of painted objects: The case study of a sixteenth-century illuminated printed book. Eur. Phys. J. Plus 136, 341 (2021). https://doi.org/10.1140/epjp/s13360-021-01326-x
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DOI: https://doi.org/10.1140/epjp/s13360-021-01326-x