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[[File:Colorsamples.jpg|350px|right|Colorant samples]]
[[File:Colorsamples.jpg|350px|thumb|Figure 1. Some reference yellow, blue and pink/red colorants printed on Japanese paper]]
Visual inspection of each print was carried out, as well as examination under ultraviolet illumination and several non-invasive analytical techniques were used to identify the colorantsThese included: X-ray fluorescence spectroscopy (XRF), excitation emission matrix fluorescence spectrophotometry (EEM), fiber optics reflectance spectroscopy (FORS), and in some instances reflectance imaging spectroscopy (RIS).  To serve as references, colorant samples were formulated and printed using organic and inorganic materials traditionally believed to have been used during the Edo period (1603–1868).  The non-invasive techniques used to compile this database permit hypothetical identifications of the colorants in different areas of a given print, but strictly speaking cannot provide certain identifications, which would require analysis of samples. This database is meant to be a beginning point for continuing targeted research on the specific types of colorants found in Edo period Japanese prints.
Visual inspection of each print was carried out under a stereobinocular microscope, as well as examination under ultraviolet illumination using a handheld ultraviolet lamp.  Based on these observations, points were chosen for analysis by one or more non-invasive techniques.  Typically, less than a dozen points on a given print were analyzed, with points chosen to include all colorants or mixtures of colorants visible in the printReference samples for each of the colorants (for example, fig.1) as well as the mixtures were formulated and printed using organic and inorganic materials traditionally believed to have been used during the Edo period (1603–1868). [<ref>* 1. Michele Derrick, Richard Newman, and Joan Wright, "Characterization of Yellow and Red Natural Organic Colorants on Japanese Woodblock Prints by EEM Fluorescence Spectroscopy" in ''JAIC'', 2017 [https://doi.org/10.1080/01971360.2016.1275438 Link] </ref><ref>* 2. Michele Derrick, Joan Wright, and Richard Newman, "Plant Dye Identification in Japanese Woodblock prints" in ''Arnoldia'' 74/3, February 2017. [https://arboretum.harvard.edu/stories/plant-dye-identification-in-japanese-woodblock-prints/ Link] </ref>]Near the end of the Edo period, synthetic organic pigments (or dyes) first became available to woodblock printers [<ref>* 3. Anna Cesaratto, Yan-Bing Lueo, Henry D. Smith II, and Marco Leona, 'A timeline for the introduction of synthetic dyestuffs in Japan during the late Edo and Meiji periods', Heritage Science 6, 22 (2018) [https://www.nature.com/articles/s40494-018-0187-0 Link] </ref>]. In the rare instances that any of these colorants were suspected, they have been tentatively identified using previously published data rather than lab standards.


==Analytical Methods==
This database contains hypothetical identifications of the colorants in each print, but strictly speaking identifications are not certain since no samples were removed for unequivocal characterization. As a result of the limited number of points analyzed on a given print, the results may not include all colorants that are actually present in the print.  Two (perhaps even more) colorants were sometimes mixed together, and other times, one colorant was overprinted onto another. Combinations of colorants can be challenging to characterize. This database is intended to be a beginning point for continuing targeted research on the specific types of colorants found in Edo period Japanese prints.
This section provides an overview of the individual analytical techniques, followed by an “In More Detail” section with additional information on interpretation of the data and potential limitations in the accuracies of the identifications shown in the tables in the database.


==== ----------------------------------------What is XRF?------------------------------- ====
Woodblock prints were a type of mass medium, and a given print exists in many copies, beginning with those from the initial printing, often followed by numerous later printings from the original blocks, or even prints from later, newly carved blocks. Most often, in this database, only single prints were examined, and the relationship of the particular print examined to other versions of the same print has not been explored. [<ref>* 4. Capucine Korenberg, Michele Derrick, Lucía Pereira Pardo, and Ryoko Matsuba, 'Establishing the production chronology of the iconic Japanese woodblock print ‘Red Fuji’', 2021 [https://www.openscience.fr/IMG/pdf/iste_artsci21v5n1_2.pdf Link] </ref><ref>*5. Marc Vermeulen, Lucia Burgio, Nathalie Vandeperre, Elyse Driscoll, Madeleine Viljoen, Janie Woo, and Marco Leona, ‘Beyond the connoisseurship approach: creating a chronology in Hokusai prints using non-invasive techniques and multivariate data analysis,’ Heritage Science 8, 62 (2020). </ref>]
[[File:MFA XRF instrument.jpg|thumb|XRF analysis using an open architecture Bruker ARTAX]]
 
==Non-invasive and analytical procedures==
The examinations included in this database were carried out over a period of years, with some prints being examined more than once.  The core analytical techniques, described in more detail below, were X-ray fluorescence spectrometry (XRF), fiber optics reflectance spectroscopy (FORS), and fluorescence spectrometry (specifically, excitation-emission matrix, or EEM, fluorescence spectrometry).  All analyses of a given type were carried out with the same instrument.  A few prints have also been examined with a hyperspectral camera (reflectance imaging spectroscopy, or RIS). 
In the following sections, each analytical technique is described, with an example of data from the technique.  More detailed information on each technique and its limitations can be accessed by the “more info” link in each section.
 
==What is XRF?==
[[File:11.14704-Pt1 ceiling 2014.jpg|thumb|<small>Figure 3. XRF analysis of a yellow area, showing arsenic and sulfur; probably indicating the presence of orpiment</small>]]
{|style="float:left; margin-right: 10px;"
{|style="float:left; margin-right: 10px;"
|[[File:11.14704-Pt1 ceiling 2014.jpg|160px|XRF spectrum of yellow area exhibiting major Arsenic peak]]
|[[File:XRF with scroll.png|180px|Figure 2. Bruker Artax XRF open architecture instrument]]
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|<small>XRF spectrum of yellow area<br>exhibiting major Arsenic peak</small>
|<small>Bruker Artax XRF open <br> architecture instrument</small>
|}  
|}  
[[X-ray_fluorescence_(XRF) spectroscopy|X-ray fluorescence (XRF) spectroscopy]] is a nondestructive analytical method used to determine the elemental composition of materials. When excited by X-rays, each element emits secondary or fluorescent X-rays that have energies unique to the element. The XRF instrument used in this research, a Bruker Artax micro-XRF spectrometer, cannot detect elements lighter than silicon, thus organic colorants (which mainly consist of carbon, oxygen, and hydrogen) cannot be identified.
[[X-ray_fluorescence_(XRF) spectroscopy|X-ray fluorescence spectroscopy (XRF)]] determines the elemental composition of materials. When excited by X-rays, nearly all elements emit secondary or fluorescent X-rays that have energies unique to the element. The XRF instrument used in this research, a Bruker Artax µ-XRF spectrometer (fig.2), cannot detect elements lighter than silicon, thus organic colorants (which mainly consist of carbon, oxygen, and hydrogen) cannot be characterized.


For this database, XRF was used to tentatively identify inorganic colorants and metals based on the element(s) detected. For example, if XRF detects the elements arsenic and sulfur in a yellow area, the pigment is most likely to be orpiment (arsenic trisulfide), the most common natural yellow colorant that contains arsenic.  
XRF was used to tentatively identify inorganic colorants and metals based on the element(s) detected. For example, if XRF detects the elements arsenic and sulfur in a yellow area (fig.3), the pigment is most likely to be orpiment (arsenic trisulfide), the most common natural yellow colorant that contains arsenic. While chemical elements can suggest specific pigments, from a scientific point of view other techniques not used in this study are required to identify pigments with certainty (such as Raman spectroscopy or X-ray diffraction).  
<div class="toccolours mw-collapsible mw-collapsed" style="width:1450px; overflow:auto;"><div style="font-weight:bold;line-height:1.6;">XRF in more detail:</div><div class="mw-collapsible-content">While chemical elements can suggest specific pigments, from a scientific point of view other techniques not used in this study are required to identify pigments with certainty (such as Raman spectroscopy or X-ray diffraction). In the case of yellows that contain arsenic, orpiment is the most likely pigment, but there are two other possibilities.  In the later part of the Edo Period, a synthetic pigment of the same chemical composition was manufactured, and this artificial pigment cannot be distinguished from the natural mineral by XRF alone.  There is also another yellow-colored arsenic sulfide, pararealgar, but to date this compound has not been specifically identified in Japanese prints.  Thus identifications of orpiment, based on detection of arsenic, while probably correct, should be considered tentative. 
[[XRF analysis of Ukiyo-e prints|More info]]
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Other examples:
==What is EEM?==
* Detection of iron in a red or red-brown area likely indicates the presence of red earth or ochre;
[[File:Figure 5a-c EEM 1113642.png|250px|thumb|<small>Figure 5a. Woman Under Maple and Ginkgo Leaves, from the series Comparison of Beauties (Bijin awase), Utagawa Toyokuni I, 1811 (MFA 11.13642)<br> Figure 5b. EEM spectrum for pink banner<br>Figure 5c. EEM spectrum for yellow leaf</small>]]
* Detection of copper and zinc in a metallic-looking area likely indicates the use of ground brass metal
* Detection of lead in an orange-red area probably indicates red lead, while detection of lead in a white area probably indicates lead white.  }}</div>
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==== ----------------------------------------What is EEM?------------------------------ ====
[[File:MFA EEM.jpg|thumb|EEM analysis using an Agilent Cary Eclipse Spectrometer with a fiber optic probe]]
{|style="float:left; margin-right: 10px;"
{|style="float:left; margin-right: 10px;"
|[[File:Derrick Fluorescence reds max.jpg|150px|Excitation and emission maxima for safflower, madder, and sappanwood]]
|[[File:MFA EEM instrument.jpg|180px|Figure 4. Agilent Cary Eclipse fluorescence spectrophotometer with a fiber optic probe]]
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|<small>Excitation and emission maxima<br>of the three red colorants</small>
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|[[File:MFA EEM reds on print.jpg|150px|3-dimensional EEM spectra of three red colorants]]
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|<small>3D EEM plots of reds</small>
|<small>Figure 4. Agilent Cary Eclipse<br>fluorescence spectrophotometer<br>with a fiber optic probe</small>
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|}
Some organic colorants used in Japanese woodblock prints can be characterize based on their ability to fluoresce when exposed to ultraviolet (and even visible) illumination. [[Excitation emission matrix (EEM)]] fluorescence spectrophotometry measures emission (fluorescence) of a material (in the visible range) as a function of the wavelength to which the material is exposed (in the ultraviolet as well as visible range). The typical display of results is a color contour map with excitation wavelength on the y-axis and emission wavelength on the x-axis. These maps can allow for (at least tentative) identification of some materials if the contour maps are visibly different for each of the potential materials. Even the lack of fluorescence, which indicates the material is non-fluorescent, may provide a key piece of information for identification of certain colorants. For this research, an Agilent Cary Eclipse Spectrometer with a fiber optic probe was used.
Some red and yellow organic colorants used in Japanese woodblock prints can be characterized based on their ability to fluoresce when exposed to ultraviolet (and even visible) illumination. Excitation-emission matrix fluorescence spectrometry (EEM) measures emission (fluorescence) of a material (in the visible range of the electromagnetic spectrum) as a function of the wavelength to which the material is exposed (in the ultraviolet as well as visible range). Results are typically displayed as color contour maps, with excitation wavelength on the y-axis and emission wavelength on the x-axis. These maps can allow for (at least tentative) identification of fluorescent materials if the contour maps are visibly different for each potential material. Even the lack of fluorescence may provide a key piece of information for identification of certain colorants. For this research, an Agilent Cary Eclipse fluorescence spectrophotometer with an external fiber optic probe was used.  EEM maps always show an oblique line at which excitation and emission wavelengths are identical, saturating the detector.  The regions of strongest fluorescence and maximum excitation are red, areas of weakest detectable fluorescence and excitation are light blue.  Colors in a given plot are a function of the fluorescence of a given material as well as the setting of the detector for the specific analysis.


The excitation and emission maxima of the red colorants, safflower, madder, and sappanwood are similar but not identical (see left). The emission maxima for safflower is in the yellow-orange region, madder is in the orange region, and sappanwood is in the orange-red region.  (Viewing these colorants side by side under ultraviolet illumination would show the subtle differences in tone.)
The example in fig. 5 a-c shows some of the EEM measurements from MFA 11.13642, an 1811 print by Utagawa Toyokuni I. The fluorescence of the pale pink banner (fig.5b) is at its maximum excitation wavelength of about 530nm and emission wavelength of about 560nm, typical of safflower.
The relative intensity of the absorption or emission is indicated by the color with dark red representing highest intensity. The oblique bar on the plot is where the excitation and emission wavelengths are identical, thus the detector is saturated at these points.  


Some of the yellows in ''ukiyo-e'' prints also fluoresce. For example, the strongly-fluorescing turmeric is easily identifiable by EEM. However, other organic yellow colorants such as Japanese pagoda tree (''enju'') and gardenia (''kuchinashi''), which belong to a general chemical class known as flavonoids, exhibit relatively little fluorescence, and while their presence can be hypothesized by EEM, they are impossible to differentiate from one another.  
Some of the yellows in ukiyo-e prints also fluoresce. The strongly-fluorescing turmeric is easily identifiable by EEM (see fig 5c). However, other organic yellow colorants such as Japanese pagoda tree (enju) and gardenia (kuchinashi), which belong to a general chemical class known as flavonoids, exhibit relatively little fluorescence, and while their presence can be hypothesized by EEM, they are impossible to differentiate from one another. [[EEM analysis of Ukiyo-e prints|More info]]
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==What is FORS?==
[[File:Three blue overlay FORS MFA.png|thumb|Figure 7. FORS spectra for blue colorants.]]
{|style="float:left; margin-right: 10px;"
|[[File:Ocean Optics FORS2.jpg|180px|Ocean Optics FORS components for reflective analysis]]
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| <small>Figure 6. Ocean Optics visible/<br>near infrared spectrometer, light<br>source and fiber optics probe.</small>
|}
[[Fiber optics reflectance spectroscopy (FORS)|Fiber Optics Reflectance spectroscopy (FORS)]], of the type used in compiling this database, records reflectance of a point on an object across the visible and near infrared region (about 400-1000 nm). For this research, an Ocean Optics miniature spectrometer was used (fig.6).  Spectra are often plotted using a white tile reference.  This permits ready comparison of spectra acquired from similar but not identical equipment.  For our research, an area of bare paper from the print was used as reference. The spectra will not be identical in shape to those acquired using a white tile reference since the paper usually has a slight yellowish or beige tint. 
Reflectance spectra can distinguish between some colorants, most notably the three common blue colorants used in Japanese woodblock prints (dayflower, indigo, and Prussian blue; see fig. 7). Mixtures of Prussian blue and indigo, used in regions of some late Edo prints, can also be identified.  Greens were usually made from a combination of a blue and a yellow colorant, while purples were usually made from a combination of a blue and a red colorant. The blue colorants in these mixtures can usually be determined by FORS analysis. FORS is not usually useful for identifying yellow colorants but can sometimes be useful for the organic reds. 
[[FORS analysis of Ukiyo-e prints|More info]]
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<div class="toccolours mw-collapsible mw-collapsed" style="width:1450px; overflow:auto;"><div style="font-weight:bold;line-height:1.6;">EEM in more detail:</div><div class="mw-collapsible-content">As noted above, specific red or yellow dyestuffs may display characteristic EEM graphs that can be used to compare with graphs from prints to identify different dyestuffs.  However, the fluorescence of specific materials can be affected by concentration of the dye, mixture with other dyestuffs or pigments, or unknown differences in the preparation of the dye for use as an ink on the print and the preparation of the reference dyes.  Thus not every example of a specific dyestuff will produce exactly the same EEM contour map.  In addition, while analyses of reference samples prepared in the lab suggest that the major reds – safflower, madder, and sappanwood, should be able to be distinguished, this is not always the case.  As an aid in characterization, excitation and emission spectra can be extracted from the EEM data file.  These better show the excitation and emission of a material than the 3D contour maps.  Analyses sometimes show spectra that do not very well match reference spectra from any of the three known organic reds that could have been used in the prints.  In some instances, reds bleed through the paper during printing, and EEM data from front and back of a red area can be acquired.  When these differ from one another (usually in a subtle fashion), it seems possible that a mixture of two main reds was probably used, one of which bleeds through the paper more easily than the other. 
One example illustrates the complexities, and potential uncertainties, in interpretations of fluorescence data from organic reds in Japanese prints.   
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==== ----------------------------------------What is FORS?----------------------------- ====
==What is RIS?==
[[File:Ocean Optics FORS.jpg|thumb|Ocean Optics FORS components for reflective analysis]]
[[File:Figure 9 RGB and RIS combo.png|320px|thumb|<small> Figure 9. Left: False RGB image of part of Tokokuni print, MFA 11.30331, reconstructed from the hyperspectral camera datacube. Right: Location of areas that have very similar reflectance spectra, using the yellow fabric at back of monkey’s robe as the reference </small>]]
{|style="float:left; margin-right: 10px;"
{|style="float:left; margin-right: 10px;"
|[[File:MFA FORS Blue spectra.jpg|150px|FORS spectra for indigo and dayflower]]
|[[File:Figure 8. Nireos NERA camera.jpg|180px|Figure 8. Nireos HERA visible/near infrared hyperspectral camera and lights.]]
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| <small>FORS spectra for indigo<br>and dayflower
|<small>Figure 8. Nireos HERA visible/<br>near infrared hyperspectral <br>camera and lights.</small>
|} [[Fiber optics reflectance spectroscopy (FORS)|Fiber Optics Reflectance spectroscopy (FORS)]] measures the reflectance of a point on an object across the visible and near infrared region (about 400-1000 nm).  FORS uses a fiber optic probe and a high intensity halogen light source to examine very small spots, minimizing the interference from ambient light. For this research, an Ocean Optics miniature spectrometer was used.  
|}
 
While FORS measures reflectance at a spot, reflectance imaging spectroscopy (RIS) provides a map of reflectance across a selected region, which could include an entire print. The RIS data, acquired with a hyperspectral camera, consists of individual spectra recorded at adjoining points that are usually well under 0.1 mm in diameter. The instrument used here is Nireos HERA visible/near infrared hyperspectral camera (measuring in the 400-1000 nm range).  


Reflectance spectra can distinguish between some colorants. For example, the three common blue colorants used in Japanese woodblock prints (dayflower, indigo, and Prussian blue) can be easily identified by FORS.  Greens were usually made from a combination of a blue and a yellow colorant, while purples were usually made from a combination of a blue and a red colorant. The blue colorants in these mixtures can usually be determined by FORS analysis. FORS is not usually useful for identifying yellow colorants, but can sometimes be useful for the organic reds. <div class="toccolours mw-collapsible mw-collapsed" style="width:1450px; overflow:auto;"><div style="font-weight:bold;line-height:1.6;">FORS in more detail:</div>
RIS data are typically evaluated by highlighting areas of the object that was scanned which show identical or very close to identical reflectance spectra. Thus, the data can be a means of indicating where a specific colorant is present over an entire print. For the example in Fig.9, the image at right shows that all the yellows in this print are identical in composition. An actual colorant identification can be tentatively made by comparing spectra from the object with those in a reference library.  
<div class="mw-collapsible-content">Reflectance spectra for the three common blues are show below, along with spectra of each blue from a print.  The paper used in the prints typically has a slight yellowish tint, thus for the FORS analysis, an area of bare paper is used to acquire a background spectrum, which is then subtracted from the spectrum of the colored area.  In principal, this gives spectra which should be more directly comparable between standards prepared in the lab and areas on prints. </div>
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==== ----------------------------------------What is RIS?----------------------------- ====
[[RIS analysis of Ukiyo-e prints|More info]]
While FORS measures reflectance at a spot, RIS maps reflectance across an area, which could include an entire print.  The RIS data consists of individual spectra recorded at adjoining points that are usually well under 0.1 mm in diameter.  The instrument used here is a Nerios HERA visible/near infrared hyperspectral camera (measuring in the 400-1000 nm range). 
 
RIS data are typically evaluated by highlighting areas of the object that was scanned which show identical or very close to identical reflectance spectra.  Thus the data can be a means of indicating where a specific colorant is present over an entire print. For example, the images below show where two different blue pigments are distributed in one print.
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File:11.30331 RGB projection from hyperspectral data.png| RGB projection of hyperspectral data<br> [https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]  
File:11.30331 SAM 430-800nm yellow.png|RIS points similar to yellow selection<br>[https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]  
File:11.30331 SAM 430-800nm blue1.png|thumb|RIS points spectrally similar to blue 1 selection<br>[https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]
File:11.30331 SAM 430-800nm blue2.png|thumb|RIS points spectrally similar to blue 2 selection<br>[https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]
File:11.30331 SAM 430-800nm pink.png|thumb|RIS points spectrally similar to pink selection (safflower) <br>[https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]
File:11.30331 SAM 430-800nm red.png|thumb|RIS points spectrally similar to red selection (madder)<br>[https://collections.mfa.org/objects/226206/actor-arashi-kitsusaburo-i-rikan-as-the-monkey-trainer-sa?ctx=2b8d85e3-bd40-4bac-b699-2edfca1d2fc9&idx=0 MFA# 11.30331]
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<div class="toccolours mw-collapsible mw-collapsed" style="width:1450px; overflow:auto;"><div style="font-weight:bold;line-height:1.6;">RIS in more detail:</div>
<div class="mw-collapsible-content"> Each individual spectrum from a RSI scan can be viewed.  One of these or a group of adjoining spectra from a print can be selected as a “reference” spectrum.  An algorithm (Spectral Angle Mapper, or SAM) is used to examine all spectra in the scan and determine which ones most closely match the reference spectrum.  With appropriate further data processing, the map of the results will accurately show areas of the print that contain the same colorant (or mixture of colorants) as the “reference” spectrum (or group of spectra).  The specific colorant or mixture of colorants in the “reference” spectrum or spectra are identified by comparison with spectra from reference materials or from data obtained by other analyses (such as EEM). 
The value of this technique is that it can indicate where a specific colorant, which may have only been identified or hypothesized in one small area by one of the point analysis techniques, is present within the entire print.  The points analyzed by XRF, FORS and EEM spectroscopy on a print are chosen to include all distinct colorants that appear by close visual examination to be present on the print, but the points may not always have included all colorants, and the points do not show the distribution of a colorant over the entire print.
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==How to look at the results==
==How to look at the results==
The results presented in this database are based on the three (or sometimes four) methods mentioned described above. XRF was run on all data points, but FORS and EEM were utilized according to the visual color, as well as speculated (original) color if fading or other alteration is suspected to have occurred. For example, FORS was run where blue was speculated (i.e. blues, greens, purples, and faded variations), but would not have typically been run on yellows or reds. Also, at this time other analytical or photographic methods that can also aid in the identification of colorants have not been used. Therefore, the results are not all-encompassing and/or definitive.
The results presented in this database for a specific print are based on the three (or sometimes four) methods described above. XRF was run on all data points, FORS and EEM were utilized according to the color, as well as speculated (original) color if fading or other alteration is suspected to have occurred. As an example of the latter, FORS was carried out where blue was speculated (i.e. blues, greens, purples, and faded variations), but FORS typically would not be carried out on yellows or reds. RIS has only been carried out on some prints, and, when used in conjunction with XRF and EEM data, it may provide a more certain view of the distribution of specific colorants or mixtures of colorants in a print than can the point analyses. There are some other non-invasive techniques or minimally invasive techniques (requiring very small samples) that have been used in published studies of Japanese prints which can provide more certainty in colorant identifications.


===Results===
===Results===
Shown below is an example of the tables that occur on eah of the print pages.  These table include images of the analysis locations as well as a list of the techniques and their resultant interpretations.
Shown below is an example of the tables that occur on each of the print pages.   


{| class="wikitable" style="float:left; margin-right: 30px;"
{| class="wikitable" style="float:left; margin-right: 40px;"
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! Analysis point !! Image !! Method !! Results
! Analysis point !! Image !! Method !! Results
Line 96: Line 90:
| Pt 5 || [[File:11.17878-pt1.jpg|link=|50px|center]] || XRF, FORS || indigo
| Pt 5 || [[File:11.17878-pt1.jpg|link=|50px|center]] || XRF, FORS || indigo
|}
|}
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'''Tabular information:'''
'''Tabular information:'''
* Analysis point: Each point corresponds to its circle on the print image, which is where the data was collected using the specified analytical methods.
 
* Analysis point: Each point corresponds to its circle on the print image where the data was collected using the specified analytical methods.
 
* Image: This is a 10x image collected by the XRF spectrometer that shows the region of analysis.
* Image: This is a 10x image collected by the XRF spectrometer that shows the region of analysis.
* Method: This indicates which analytical methods were used on the region of analysis.
* Method: This indicates which analytical methods were used on the region of analysis.
* Results:<br>-The colorants are interpreted from the collected data in conjunction with visual inspection. For example, if arsenic is detected in a yellow area, it is interpreted as  orpiment (arsenic trisulfide).


:-If more than one colorant is identified, they are listed in alphabetical order.  
* Results: The colorants are listed in alphabetical order if more than one was present at a point.  Identifications are based on visual examination and analyses, but are in many instances hypothetical and cannot be considered definitive.  "Inconclusive" indicates that the data collected could not be used to hypothesize colorants.  In some cases, additional analysis is planned, as indicated in the “results” column.


:-"Inconclusive" indicates that the data collected was not conclusive enough to identify a colorant.


:-The additional comment, for example in Pt 1 and Pt 4, indicates that the specified analytical method is scheduled to be conducted in the future. Additionally, Pt 4 is visually a purple color which suggests that it was most likely created from a red and blue colorant but only a red color is listed. This is because FORS which is used to identify blue colorants has not be run; hence the comment, (FORS to be run). If FORS is run in the future and a blue colorant is identified, the result will be updated, but if a blue colorant cannot be identified, the result will only reflect the identified colorant, safflower. For more detail, please see "faded colors" below.
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===What colors are difficult to identify?===
* Faded colors present a challenge.  Although visual observation may give a clue to the colorant or colorants in such regions, only the results from the analytical methods are given. Therefore, if only one colorant of a mixture/overprinting was detected although visually the color is identifiable as a mixture/overprinting, only the detected color is presented in the results. In most cases, XRF, EEM, and FORS may provide useful information on faded colorants, but all three techniques are restricted by their detection limits.
* The group of organic yellow colorants containing [[:Category:Flavonoids: Ukiyo-e colorant|Flavonoids]] cannot be reliably distinguished from one another with the three analytical methods used in this research.
* As a result of degradation, [[:Category:Dayflower: Ukiyo-e colorant|Dayflower]] can shift to a greenish blue, yellow, or tan. Fortunately, faded dayflower can usually be visually distinguished from flavonoids, which may have a similar color, and often FORS analysis can still detect its presence.
* [[:Category:Red lead: Ukiyo-e colorant|Red lead]]/[[:Category:Lead white: Ukiyo-e colorant|Lead white]] is a combination which is often listed, based on the XRF identification of the element lead and the visual coloration of 'pink' in the region. 
* [[:Category:Carbon black:Ukiyo-e colorant|Carbon black]] cannot de easily detected by the three non-invasive techniques used above.  Carbon black used as a color (black, gray, or blue gray) or mixed with another color is not identified in this database.
* Identifications of [[:Category:Orpiment: Ukiyo-e colorant|Orpiment]] in yellow areas may not be correct, as there are other yellow arsenic sulfides that could be present instead of or in addition to orpiment, but these cannot be distinguished through the analytical techniques used to compile this database.
* [[:Category:Mica: Ukiyo-e colorant|Mica]] is surmised based on its visual appearance as well as its XRF spectrum.
* [[:Category:Gamboge: Ukiyo-e colorant|Gamboge]] has been listed when a yellow-colored region is non-fluorescent and its XRF spectrum does not show the presence of arsenic (indicating orpiment) or iron (indicating iron oxide yellow).  In some cases, inspection of the region clearly showed a shiny resinous appearance that implicated gamboge, but this was not always the case.


===Raw data===
==Japanese terms for color and materials==
The below spectra and pattern are examples of the raw data collected by each analytical method. These data are interpreted by conservation scientists experienced in the particular analytical technique to identify the colorant. As such, only the interpreted results, not the raw data, are given for each print.
Throughout history, many of the colors and materials have had multiple names and still may have multiple names associated with them. For example, orpiment (石黄) ''sekiō'' is also commonly called ''kiō''. It has also been called ''yūō'' (雄黄) which is actually the Chinese word for realgar, while the Chinese term for orpiment, 雌黄 (''shiō'' in Japanese) has been also used to describe orpiment as well as gamboge.
 
<gallery mode="packed" heights="200px" style="text-align:left;">
Slide4 FC334.PNG|<center>XRF spectrum of Orpiment</center>
Safflower color.PNG|<center>3D EEM pattern of Safflower</center>
Indigo FORS.JPG|<center>FORS spectrum of Indigo</center>
</gallery>
 
===What colors cannot be identified?===
*Faded colors are a challenge and at times not all colors can be fully detected. Although visual observation may give a clue to the colorant or colorants present, only the results from the analytical methods are given. Therefore, if only one colorant of a mixture/overprinting was detected although visually the color is identifiable as a mixture/overprinting, only the detected color is presented in the results. In most cases, XRF, EEM, and FORS still pick up faded colors, but all three techniques are restricted by their detection limits as well as the presence of any fillers and fluorescence in the paper itself.
 
*[[Flavonoid|Flavonoids]] are also a challenge. This group of organic yellow colorants containing flavonoids cannot be reliably distinguished from one another with the three analytical methods used in this research. While FTIR reflection spectroscopy has been used to differentiate the flavonoids (see [[Bibliography]]) this analytical method was not carried out for this research. <br>Dayflower which can shift to a greenish blue, yellow, or tan, also has a similar EEM fluorescence to the flavonoids once it discolors. Luckily, most times the presence of dayflower can be visually distinguished from the other flavonoids and/or FORS analysis can still detect its presence.
 
*red lead/lead white
 
*[[Carbon black]] cannot be detected via the three analytical methods and was not actively pursued during this research. Therefore, carbon black used as a color (black, gray, or blue gray) or mixed with another color is not identified in this database.
 
*[[Orpiment]] can have different structural forms due to the way it is prepared; directly by grinding the mineral orpiment (natural orpiment) or by heat treating to create a mixture of crystalline and amorphorus form (processed orpiment), and synthetic orpiment. The mineral orpiment and synthetic orpiment both have been found in ''ukiyo-e'' prints (see [[Bibliography]]). The identification of these different structural forms of orpiment requires the use of [[Raman spectroscopy]] which was not conducted for this research.


*[[Mica]] While XRF spectroscopy and visual inspection is used to determine the presence of mica,
In the database tables, the most commonly-used English names for the colorants are used.  On the pages that discuss individual colorants, nomenclature is described in more detail, including Japanese terminology.


==Japanese terms for color and materials==
== Citations ==
Throughout history, many of the colors and materials have had multiple names and still may have multiple names associated with them. For this database, we have tried to use the most common currently-used name for the raw material used to produce the color. For example, orpiment (石黄) ''sekiō'' is also commonly called ''kiō''. It has also been called ''yūō'' (雄黄) which is actually the Chinese word for realgar, while the Chinese term for orpiment, 雌黄 (''shiō'' in Japanese) has been also used to describe orpiment as well as gamboge.




[[File:Colorwheel2.png|40px|link=Ukiyo-e Print Colorant Database]] [[Ukiyo-e Print Colorant Database]]
[[Category: Ukiyo-e Print Colorant Database]]

Latest revision as of 13:42, 2 October 2025

Figure 1. Some reference yellow, blue and pink/red colorants printed on Japanese paper

Visual inspection of each print was carried out under a stereobinocular microscope, as well as examination under ultraviolet illumination using a handheld ultraviolet lamp. Based on these observations, points were chosen for analysis by one or more non-invasive techniques. Typically, less than a dozen points on a given print were analyzed, with points chosen to include all colorants or mixtures of colorants visible in the print. Reference samples for each of the colorants (for example, fig.1) as well as the mixtures were formulated and printed using organic and inorganic materials traditionally believed to have been used during the Edo period (1603–1868). [[1][2]]. Near the end of the Edo period, synthetic organic pigments (or dyes) first became available to woodblock printers [[3]]. In the rare instances that any of these colorants were suspected, they have been tentatively identified using previously published data rather than lab standards.

This database contains hypothetical identifications of the colorants in each print, but strictly speaking identifications are not certain since no samples were removed for unequivocal characterization. As a result of the limited number of points analyzed on a given print, the results may not include all colorants that are actually present in the print. Two (perhaps even more) colorants were sometimes mixed together, and other times, one colorant was overprinted onto another. Combinations of colorants can be challenging to characterize. This database is intended to be a beginning point for continuing targeted research on the specific types of colorants found in Edo period Japanese prints.

Woodblock prints were a type of mass medium, and a given print exists in many copies, beginning with those from the initial printing, often followed by numerous later printings from the original blocks, or even prints from later, newly carved blocks. Most often, in this database, only single prints were examined, and the relationship of the particular print examined to other versions of the same print has not been explored. [[4][5]]

Non-invasive and analytical procedures

The examinations included in this database were carried out over a period of years, with some prints being examined more than once. The core analytical techniques, described in more detail below, were X-ray fluorescence spectrometry (XRF), fiber optics reflectance spectroscopy (FORS), and fluorescence spectrometry (specifically, excitation-emission matrix, or EEM, fluorescence spectrometry). All analyses of a given type were carried out with the same instrument. A few prints have also been examined with a hyperspectral camera (reflectance imaging spectroscopy, or RIS). In the following sections, each analytical technique is described, with an example of data from the technique. More detailed information on each technique and its limitations can be accessed by the “more info” link in each section.

What is XRF?

Figure 3. XRF analysis of a yellow area, showing arsenic and sulfur; probably indicating the presence of orpiment
Figure 2. Bruker Artax XRF open architecture instrument
Bruker Artax XRF open
architecture instrument

X-ray fluorescence spectroscopy (XRF) determines the elemental composition of materials. When excited by X-rays, nearly all elements emit secondary or fluorescent X-rays that have energies unique to the element. The XRF instrument used in this research, a Bruker Artax µ-XRF spectrometer (fig.2), cannot detect elements lighter than silicon, thus organic colorants (which mainly consist of carbon, oxygen, and hydrogen) cannot be characterized.

XRF was used to tentatively identify inorganic colorants and metals based on the element(s) detected. For example, if XRF detects the elements arsenic and sulfur in a yellow area (fig.3), the pigment is most likely to be orpiment (arsenic trisulfide), the most common natural yellow colorant that contains arsenic. While chemical elements can suggest specific pigments, from a scientific point of view other techniques not used in this study are required to identify pigments with certainty (such as Raman spectroscopy or X-ray diffraction). More info


What is EEM?

Figure 5a. Woman Under Maple and Ginkgo Leaves, from the series Comparison of Beauties (Bijin awase), Utagawa Toyokuni I, 1811 (MFA 11.13642)
Figure 5b. EEM spectrum for pink banner
Figure 5c. EEM spectrum for yellow leaf
Figure 4. Agilent Cary Eclipse fluorescence spectrophotometer with a fiber optic probe
Figure 4. Agilent Cary Eclipse
fluorescence spectrophotometer
with a fiber optic probe

Some red and yellow organic colorants used in Japanese woodblock prints can be characterized based on their ability to fluoresce when exposed to ultraviolet (and even visible) illumination. Excitation-emission matrix fluorescence spectrometry (EEM) measures emission (fluorescence) of a material (in the visible range of the electromagnetic spectrum) as a function of the wavelength to which the material is exposed (in the ultraviolet as well as visible range). Results are typically displayed as color contour maps, with excitation wavelength on the y-axis and emission wavelength on the x-axis. These maps can allow for (at least tentative) identification of fluorescent materials if the contour maps are visibly different for each potential material. Even the lack of fluorescence may provide a key piece of information for identification of certain colorants. For this research, an Agilent Cary Eclipse fluorescence spectrophotometer with an external fiber optic probe was used. EEM maps always show an oblique line at which excitation and emission wavelengths are identical, saturating the detector. The regions of strongest fluorescence and maximum excitation are red, areas of weakest detectable fluorescence and excitation are light blue. Colors in a given plot are a function of the fluorescence of a given material as well as the setting of the detector for the specific analysis.

The example in fig. 5 a-c shows some of the EEM measurements from MFA 11.13642, an 1811 print by Utagawa Toyokuni I. The fluorescence of the pale pink banner (fig.5b) is at its maximum excitation wavelength of about 530nm and emission wavelength of about 560nm, typical of safflower.

Some of the yellows in ukiyo-e prints also fluoresce. The strongly-fluorescing turmeric is easily identifiable by EEM (see fig 5c). However, other organic yellow colorants such as Japanese pagoda tree (enju) and gardenia (kuchinashi), which belong to a general chemical class known as flavonoids, exhibit relatively little fluorescence, and while their presence can be hypothesized by EEM, they are impossible to differentiate from one another. More info

What is FORS?

Figure 7. FORS spectra for blue colorants.
Ocean Optics FORS components for reflective analysis
Figure 6. Ocean Optics visible/
near infrared spectrometer, light
source and fiber optics probe.

Fiber Optics Reflectance spectroscopy (FORS), of the type used in compiling this database, records reflectance of a point on an object across the visible and near infrared region (about 400-1000 nm). For this research, an Ocean Optics miniature spectrometer was used (fig.6). Spectra are often plotted using a white tile reference. This permits ready comparison of spectra acquired from similar but not identical equipment. For our research, an area of bare paper from the print was used as reference. The spectra will not be identical in shape to those acquired using a white tile reference since the paper usually has a slight yellowish or beige tint.

Reflectance spectra can distinguish between some colorants, most notably the three common blue colorants used in Japanese woodblock prints (dayflower, indigo, and Prussian blue; see fig. 7). Mixtures of Prussian blue and indigo, used in regions of some late Edo prints, can also be identified. Greens were usually made from a combination of a blue and a yellow colorant, while purples were usually made from a combination of a blue and a red colorant. The blue colorants in these mixtures can usually be determined by FORS analysis. FORS is not usually useful for identifying yellow colorants but can sometimes be useful for the organic reds. More info

What is RIS?

Figure 9. Left: False RGB image of part of Tokokuni print, MFA 11.30331, reconstructed from the hyperspectral camera datacube. Right: Location of areas that have very similar reflectance spectra, using the yellow fabric at back of monkey’s robe as the reference
Figure 8. Nireos HERA visible/near infrared hyperspectral camera and lights.
Figure 8. Nireos HERA visible/
near infrared hyperspectral
camera and lights.

While FORS measures reflectance at a spot, reflectance imaging spectroscopy (RIS) provides a map of reflectance across a selected region, which could include an entire print. The RIS data, acquired with a hyperspectral camera, consists of individual spectra recorded at adjoining points that are usually well under 0.1 mm in diameter. The instrument used here is Nireos HERA visible/near infrared hyperspectral camera (measuring in the 400-1000 nm range).

RIS data are typically evaluated by highlighting areas of the object that was scanned which show identical or very close to identical reflectance spectra. Thus, the data can be a means of indicating where a specific colorant is present over an entire print. For the example in Fig.9, the image at right shows that all the yellows in this print are identical in composition. An actual colorant identification can be tentatively made by comparing spectra from the object with those in a reference library.

More info



How to look at the results

The results presented in this database for a specific print are based on the three (or sometimes four) methods described above. XRF was run on all data points, FORS and EEM were utilized according to the color, as well as speculated (original) color if fading or other alteration is suspected to have occurred. As an example of the latter, FORS was carried out where blue was speculated (i.e. blues, greens, purples, and faded variations), but FORS typically would not be carried out on yellows or reds. RIS has only been carried out on some prints, and, when used in conjunction with XRF and EEM data, it may provide a more certain view of the distribution of specific colorants or mixtures of colorants in a print than can the point analyses. There are some other non-invasive techniques or minimally invasive techniques (requiring very small samples) that have been used in published studies of Japanese prints which can provide more certainty in colorant identifications.

Results

Shown below is an example of the tables that occur on each of the print pages.

Analysis point Image Method Results
Pt 1
53.21-pt1.png
XRF orpiment (EEM to be run)
Pt 2
53.21-pt2.png
XRF, EEM inconclusive
Pt 3
53.21-pt3.png
XRF, EEM orpiment, turmeric
Pt 4
11.14267-pt2.jpg
XRF, EEM safflower (FORS to be run)
Pt 5
11.17878-pt1.jpg
XRF, FORS indigo


Tabular information:

  • Analysis point: Each point corresponds to its circle on the print image where the data was collected using the specified analytical methods.
  • Image: This is a 10x image collected by the XRF spectrometer that shows the region of analysis.
  • Method: This indicates which analytical methods were used on the region of analysis.
  • Results: The colorants are listed in alphabetical order if more than one was present at a point. Identifications are based on visual examination and analyses, but are in many instances hypothetical and cannot be considered definitive. "Inconclusive" indicates that the data collected could not be used to hypothesize colorants. In some cases, additional analysis is planned, as indicated in the “results” column.







What colors are difficult to identify?

  • Faded colors present a challenge. Although visual observation may give a clue to the colorant or colorants in such regions, only the results from the analytical methods are given. Therefore, if only one colorant of a mixture/overprinting was detected although visually the color is identifiable as a mixture/overprinting, only the detected color is presented in the results. In most cases, XRF, EEM, and FORS may provide useful information on faded colorants, but all three techniques are restricted by their detection limits.
  • The group of organic yellow colorants containing Flavonoids cannot be reliably distinguished from one another with the three analytical methods used in this research.
  • As a result of degradation, Dayflower can shift to a greenish blue, yellow, or tan. Fortunately, faded dayflower can usually be visually distinguished from flavonoids, which may have a similar color, and often FORS analysis can still detect its presence.
  • Red lead/Lead white is a combination which is often listed, based on the XRF identification of the element lead and the visual coloration of 'pink' in the region.
  • Carbon black cannot de easily detected by the three non-invasive techniques used above. Carbon black used as a color (black, gray, or blue gray) or mixed with another color is not identified in this database.
  • Identifications of Orpiment in yellow areas may not be correct, as there are other yellow arsenic sulfides that could be present instead of or in addition to orpiment, but these cannot be distinguished through the analytical techniques used to compile this database.
  • Mica is surmised based on its visual appearance as well as its XRF spectrum.
  • Gamboge has been listed when a yellow-colored region is non-fluorescent and its XRF spectrum does not show the presence of arsenic (indicating orpiment) or iron (indicating iron oxide yellow). In some cases, inspection of the region clearly showed a shiny resinous appearance that implicated gamboge, but this was not always the case.

Japanese terms for color and materials

Throughout history, many of the colors and materials have had multiple names and still may have multiple names associated with them. For example, orpiment (石黄) sekiō is also commonly called kiō. It has also been called yūō (雄黄) which is actually the Chinese word for realgar, while the Chinese term for orpiment, 雌黄 (shiō in Japanese) has been also used to describe orpiment as well as gamboge.

In the database tables, the most commonly-used English names for the colorants are used. On the pages that discuss individual colorants, nomenclature is described in more detail, including Japanese terminology.

Citations

  1. * 1. Michele Derrick, Richard Newman, and Joan Wright, "Characterization of Yellow and Red Natural Organic Colorants on Japanese Woodblock Prints by EEM Fluorescence Spectroscopy" in JAIC, 2017 Link
  2. * 2. Michele Derrick, Joan Wright, and Richard Newman, "Plant Dye Identification in Japanese Woodblock prints" in Arnoldia 74/3, February 2017. Link
  3. * 3. Anna Cesaratto, Yan-Bing Lueo, Henry D. Smith II, and Marco Leona, 'A timeline for the introduction of synthetic dyestuffs in Japan during the late Edo and Meiji periods', Heritage Science 6, 22 (2018) Link
  4. * 4. Capucine Korenberg, Michele Derrick, Lucía Pereira Pardo, and Ryoko Matsuba, 'Establishing the production chronology of the iconic Japanese woodblock print ‘Red Fuji’', 2021 Link
  5. *5. Marc Vermeulen, Lucia Burgio, Nathalie Vandeperre, Elyse Driscoll, Madeleine Viljoen, Janie Woo, and Marco Leona, ‘Beyond the connoisseurship approach: creating a chronology in Hokusai prints using non-invasive techniques and multivariate data analysis,’ Heritage Science 8, 62 (2020).