ASTM Lightfastness Testing for Oil Paints
Methodological Issues and the Effect of White Pigments on Fading

Introduction
Lightfastness is usually reported in a single word or number—a simple answer for artists questioning a color’s permanence. Although lightfastness ratings are straightforward, lightfastness assessment is actually fairly complex, and a variety of factors can influence both laboratory and real-world lightfastness outcomes. To tackle the challenging issue of lightfastness, many artist paint manufacturers, including Golden Artist Colors, use ASTM International’s standards as a framework for lightfastness ratings and testing. The ASTM lightfastness standards comprise ratings for individual pigments in oil, watercolor, and acrylic media, as well as methods for determining the lightfastness of unrated pigments in these media.
Footnote: ASTM International is a standards organization composed of industry, independent-expert, and consumer volunteers, all concerned with the quality of the products and processes in their area of expertise. D01.57, the ASTM Artist Paints and Related Materials Subcommittee, is responsible for a variety of standards relating to artist paints, including lightfastness standards.
Much effort has gone into understanding lightfastness, but even the most tried materials can be brought into question by new research. As a result of recent findings, the ASTM Artist Paints and Related Materials subcommittee, on which GOLDEN serves, is researching the oil paint lightfastness standard, D4302. The subcommittee’s primary concern is variability in lightfastness resulting from the use of different mixing whites, as experiments performed by our lab and others have shown that some colors are less lightfast when mixed with certain white paints. In independent work, the GOLDEN Research & Development Lab found that Pyrrole Orange (PO73) is one of these colors (Image 1).

Image 1. Previous results with Williamsburg Pyrrole Orange. Sarah Sands presented these results at the 2018 ISCC Annual Meeting in Boston. Pyrrole Orange was mixed with different white paints and tested for lightfastness in Arizona using the D4302 protocol.
To better understand this issue as it applies to our products, GOLDEN carried out a study of Williamsburg Artist Oil Colors, screening for adverse interactions between colors and white paints. In addition to the color/white screening, we investigated several methodological parameters of D4302, including light exposure methods and aspects of sample preparation. We had two reasons for this additional research direction: most importantly, we wanted to gather more comprehensive information about the color/white issue; and secondly, we were seeking ways to simplify lightfastness testing without sacrificing accuracy—which is important for larger-scale studies, such as the work presented here. In the end, we produced approximately 5,000 samples, which received a cumulative 5,500,000 hours of exposure time, and generated 8,000 color measurements.
We found that several colors did fade substantially in certain contexts, but most of the pigments we tested performed at their established lightfastness rating with at least one white. Oil painters shouldn’t have many lightfastness surprises when using titanium or titanium-zinc whites for making tints, especially when the binder oil is linseed. Other whites, like lead or zinc whites and whites made with safflower oil, reduced the lightfastness of certain colors, and caution may be necessary when working with these materials. For more specific information about the lightfastness of color/white combinations, refer to Table 3, Table 6 and the Results: Lightfastness section.
Technical readers will be interested in our findings regarding lightfastness testing methodology. Our results suggest that the 40% reflectance criterion, which swells the burden of sample preparation, could be replaced with a simpler, ladder-style approach. Similarly, the absence of a substrate primer did not significantly affect sample integrity or lightfastness. We also came to some interesting results via experiments with light exposure protocols, which may be useful in the process of revising D4302.
Our primary motivation for studying ASTM standard D4302 is to improve our understanding of oil paint lightfastness, powering our mission to offer the best products and technical services (GOLDEN, WB) available. However, it is also essential that any manufacturer make the best use of its resources by streamlining research or development projects whenever possible. Thus, our secondary motivation in studying D4302 was to ensure the accuracy and comprehensiveness of our lightfastness testing while simplifying, as much as possible, our testing protocols. By finding easier ways to do lightfastness testing, we hope to enable artist materials manufacturers to test more of their products more often, increasing transparency for consumers.
Lightfastness is a property belonging to pigments, but fading is situational. Factors like binding medium, application method, and raw material variations all affect the chemical and physical properties of a paint film, changing the way pigments stand up to lighting—which is itself another variable. It is unfortunate that we need to lengthen the list of concerns by adding white paints, but it is our hope that a better understanding of this phenomenon will help artists, art conservators, manufacturers, and others to mitigate or prevent the worst lightfastness results. Inversely, deeper engagement from the industry, especially from manufacturers, would be beneficial to our collective knowledge of lightfastness. Ask the manufacturers of your art materials whether they perform ASTM lightfastness testing with their products, and about their ASTM involvement.
Method
Footnote: For a background on lightfastness testing, which is not given in complete detail here, please check out LF testing at GAC and Delta E: A Key to Understanding Lightfastness Readings.

† “ASTM (Safflower)” refers to the tinting medium described in the ASTM standard for oil paint lightfastness testing. This white oil paint was made by the GOLDEN lab according to ASTM protocol.
Our primary objective was to screen Williamsburg colors for compatibility with Williamsburg whites, but another, major portion of this project was an independent study of ASTM lightfastness testing methodology. We investigated the correlation of different exposure methods, the influence of color saturation (or pigment concentration) on lightfastness, the necessity of priming aluminum panel substrates, and the relationship between color change and exposure time or intensity.
Our materials included an array of thirty-four Williamsburg colors and eleven white oil paints from both inside and outside the Williamsburg line. A list of materials is presented in Table 1. Our preparations of these materials fall into three categories: 40%-tints for each color/white combination, a three-rung ladder of concentrations for each color mixed with Williamsburg Titanium White, and the masstones (colors without any added white and whites without any added color) of each material.
First, we determined the appropriate color-to-white ratios for the 40%-tints required for ASTM lightfastness testing. For these mixes, ASTM D4302 stipulates that the sample’s reflectance spectrum, in the range of 420 to 620nm, contains a minimum within 40±5% reflectance. Next, we scaled-up the 40% recipes and applied 0.15mm (6mil) films of these tints to unprimed aluminum panels and industry-standard lacquered drawdown cards. Tints made with the ASTM white medium were also applied to aluminum panels primed (via HVLP spray gun) with a basecoat made to the specifications of D4302, so that the effect of the primer could be determined. All samples were allowed to cure for six months in intermittent office lighting. After curing, we began exposure testing, which took between three weeks and three months depending on the exposure method.
Our exposure methods followed ASTM specifications, and included outdoor testing in Arizona and Florida (1260MJ/m2 cumulative intensity) performed by Atlas Material Testing Technology, LLC, as well as indoor testing using a xenon arc chamber (510kJ/m2). These methods both employ a protective glass window for filtering light before it reaches the samples, simulating the exposure conditions of paintings hung indoors. We also used a fluorescent lamp QUV chamber, where the light is unfiltered. We typically use this method for coatings that will be used outside, since it is higher energy and better represents long-term outdoor exposure. All outdoor and xenon arc tests were performed in triplicate: three aluminum panels were sent to Arizona or Florida, and three test strips were cut from each drawdown card for xenon testing. The outdoor samples were staggered so that three sets of samples were sent out over late fall to early spring, while the xenon samples were tested in a series of subsequent runs. We did not send every mix to Florida, since the entrained dirt and humidity-induced softening of the returned samples complicated the interpretation of color change.
We experimented with two exposure methods using the QUV: constant light exposure for 1,600 hours, measuring color change every 400 hours; and periodic light exposure for a net total of 1,600 hours, programming the lamps to turn off for 8 hours each night for 100 days. Periodic exposure has been reported to induce catalytic activity in titanium dioxide, and we wanted to test for this effect in our materials3. The continuous QUV tests were run in duplicate, while the discontinuous tests were run singly and selectively, as this testing restricted instrument time available for other projects.
Following exposure, we collected reflectance spectra and calculated the color distance (?E* in CIEL*a*b* 76) between the exposed samples and the unexposed controls (UECs). Our instruments for measuring reflectance included a non-contact spectrophotometer and a benchtop spectrophotometer from X-Rite. We used the non-contact instrument for measuring pre-mixes, and the traditional spectrophotometer for all other readings.
Footnote: Obtaining a suitable reflectance spectrophotometer is one of the greatest barriers to performing lightfastness testing and other advanced colorimetry tasks, so we would like to mention that there are currently affordable, portable instruments available that seem to have good accuracy: we have been experimenting with the Spectro 1™ from Variable™.
There was a UEC for each combination of color, white, substrate, ground (if any), and colorant concentration, which were stored in the R&D Lab at Golden Artist Colors under intermittent office lighting to prevent dark yellowing. Color measurements of each UEC were made just before the first corresponding sample returned from exposure testing. The UEC measurements were not repeated, and were used to calculate color change for all corresponding samples.

Results
Results: Lightfastness
This section deals primarily with the lightfastness of individual oil paints, while the Results: Method section contains our findings about test method. Note that, unless otherwise specified, only Arizona and xenon exposure results were used to calculate average color change. For a more detailed comparison of all the exposure types, including QUV and Florida, see Results: Method.
For ease of comparison, we use the lightfastness categories of Table 2 to describe color change in a broad range of samples. It is technically inaccurate to, for instance, call a color’s masstone LF I, since in the strictest sense only pigments themselves can be designated with an LF categorization (with respect to a specific medium—oil paint in this case)—following testing with a tinting medium at 40% reflectance.
Tints
As described in Method, there were two categories of tints prepared and tested: the first was a ladder of increasingly saturated tints in Williamsburg Titanium White, and the second was an array of 40%-tints. Some of the findings from the tint ladder experiments have more bearing on method than on the lightfastness of the tested oil paints, but certain pertinent results are included in this section.
Williamsburg Titanium White Ladder
Each color was mixed with Williamsburg Titanium White in a ratio of 1.00g color to 10.00g white (9.1% color by weight). Two additional tint ratios were then chosen such that the most- and least-saturated of the three flanked the 40%-tint required for ASTM testing. As often as possible, a fixed set of concentrations were used to compose the remaining rungs in the tint ladder: concentrations of 0.1, 0.4, 4.8, and 28.6% were the most common, with stronger-tinting colors (like Phthalo Blue) more often appearing in dilute mixtures, and weaker-tinting colors (like Ultramarine Violet) in those more concentrated.

From left to right: Alizarin Crimson masstone (100% color by weight); Alizarin Crimson tints in Williamsburg Titanium White: 0.1%, 3.7%, 4.8%, and 9.1% (percent color by weight). The three rectangular pieces at the bottom of each color were tested in the xenon chamber, while the top section was the unexposed control (UEC) for each.
Alizarin Crimson (PR83) was the most dramatic example of a color with concentration-dependent lightfastness. As the concentration of Alizarin Crimson increased, its lightfastness decreased, so that its tints returned ?E* values spanning LF II to LF IV categories (Figure 1). Combined with Alizarin Crimson’s LF I result in the masstone, this data complicates the official LF III rating from ASTM.
The Williamsburg colors’ concentration dependence was most notable for the few colors that were LF II or worse when mixed with Titanium White. Like Alizarin Crimson, Permanent Yellow Light (PY3) faded more as concentration increased, but the relationship was weaker: the higher-concentration tints performed worse (low-LF II) and the less saturated tints kept their color better (LF I). By contrast, Green Gold’s (PY129) tint ladder led down, rather than up: as concentration increased, lightfastness improved from LF II to LF I. The majority of colors, however, didn’t convincingly tend towards better or worse lightfastness as concentration was varied (see Viridian Green (PG18) in Figure 1). From our results, we would expect that color/white combinations with poorer or inconsistent lightfastness will exhibit functionally important concentration-dependent fading, while colors that are generally lightfast will probably not show a strong relationship between fading and concentration.

Figure 1. Concentration-dependent fading of mixes with Titanium White.
The data points are labeled with concentration of color (percent weight),
and the black horizontal lines indicate the maximum ?E* for the first three lightfastness categories. The gray bar is the region tested by ASTM D4302.
Exposure type can also have an effect on concentration-dependent fading—see Results: Method – Color Concentration.
Combination Testing
The tints reported in this section were made up to 40% minimum reflectance, as described in Method. However, some tints conforming to the ASTM standard’s minimum reflectance criterion no longer met this requirement after curing for six months. The most common reason for this color change was yellowing—though yellowing was not the only explanation (see Results: Reactivity of Lead Whites for an extreme case). About 15% of the UECs drifted out of range while curing (most are in the 30-50% minimum reflectance range—see Table A.1). We have included all of the tints, both in-spec and out, in this report.
The white paints used in this study can be grouped by two primary components: pigment and oil. A variety of standard white pigments were studied, including lead (PW1), titanium (PW6), zinc (PW4), and lithopone (PW5). Most of the white paints contained linseed oil, but some were safflower-based.

From left to right: Pyrrole Orange tinted with Flake White, ASTM mixing white, and Flake White Safflower. With the ASTM mixing white (center), Pyrrole Orange underwent barely any color change during exposure testing. When tinted with Flake White (left), Pyrrole Orange underwent significant yellowing, but did not fade to a high degree. Flake White Safflower (right) caused Pyrrole Orange to fade dramatically, and yellow noticeably.
Effect of Oil Type
Generally, the white paints lost some of their yellowness over exposure testing (see Table 5), a process referred to here as de-yellowing. De-yellowing may be interpreted as forced curing, or the reversal of natural yellowing. In any case, its influence on overall color change is an unavoidable artifact of oil paint lightfastness testing. Paints that yellow more as they cure are likely to exhibit greater color change during light exposure as that yellowing is undone, which has the effect of increasing the measured ?E*—and reducing apparent lightfastness. One way to mitigate yellowing is to use safflower oil, as explained in Williamsburg’s New Safflower Colors.

Green, yellow, and red dots indicate LF categories I, II, and III or greater. Most of the tints represented in this table conformed to the 40% minimum reflectance criterion, or were just a bit outside the allowable range (see Table A.1). Some combinations with Flake White absent from this table are discussed in Reactivity of Flake White.
By reducing yellowing (and consequently reducing de-yellowing in exposure testing), safflower oil improved the apparent lightfastness of many colors in this study. However, a few colors faded drastically in safflower oil, ranking far outside of their normal lightfastness category with the safflower-based lead or titanium whites. The colors that faded more in Titanium White Safflower than in linseed Titanium White also tended to fade more in Flake White Safflower than in linseed Flake White. An example of a color that faded substantially with safflower oil was Pyrrole Orange: the ?E* with Titanium White Safflower was 4.9 units greater than with linseed Titanium White, and the Flake White Safflower ?E* was 10.7 units greater than the linseed Flake White ?E*.
Footnote: Numerically, whenever the Titanium White Safflower ?E* was at least 4.0 units greater than the linseed Titanium White ?E*, it was implied that the Flake White Safflower ?E* was similar to (within 5% of) or greater than the linseed Flake White ?E*. This was true for every Williamsburg color we tested.
Green Gold (PY129), Cobalt Yellow (PY40), and Pyrrole Orange (PO73) all faded with safflower-based Williamsburg whites, but were acceptably lightfast with ASTM safflower white. The ASTM white results make it clear that, even for these safflower-sensitive colors, choice of binding oil is not the sole determinant of lightfastness. In fact, the lightfastness results of the ASTM white tints were most similar to those of the Williamsburg Titanium-Zinc White tints: these two white formulations include the same primary white pigments (in different amounts), but are distinguished by oil type.
Effect of White Pigment
Porcelain White Safflower, Williamsburg’s lithopone (PW5) white, was not directly compared to a linseed counterpart; but by comparing the lightfastness of tints made with other safflower-based whites to those made with Porcelain White, we were able to glean some insights about lithopone. Every color that faded appreciably more in Titanium White Safflower than linseed Titanium White also faded in Porcelain White, suggesting that, unlike the ASTM safflower white, Porcelain White did not overcome the deleterious effect of safflower oil. In fact, there were a few instances when mixes with Porcelain White were less lightfast than corresponding mixes with other safflower whites. The existence of this group—composed of Permanent Green Light (PG7/PY3), Ultramarine Blue (PB29), Permanent Yellow Light (PY3), Egyptian Violet (PV23), and Fanchon Red (PR112)—suggests that lithopone (in safflower oil) may reduce the lightfastness of certain pigments. It’s also notable that Green Gold (PY129) faded about twice as much with Porcelain White as with Titanium White Safflower, though both tints exhibited relatively low lightfastness.
Zinc White produced some of the least lightfast tints. Not only did many samples fatally embrittle—often to the point of falling off of the substrate—in QUV and xenon testing, but the survivors tended to chalk or turn gray. Of the intact samples, most were at best LF II. A few colors were particularly prone to fading when mixed with Zinc White: tints with Fanchon Red (PR112), Green Gold (PY129), Permanent Green Light (PG7/PY3), and Permanent Yellow Light (PY3) were all ranked LF IV, and the ?E* of the tint with Alizarin Crimson (PR83) was near the upper limit of the LF III range. Most of these colors had relatively poor lightfastness with one or more of the other whites, so we suspect that Zinc White may exacerbate lightfastness issues, rather than cause new ones.


Left: The Zinc White tint of Permanent Yellow Light (PY3) faded significantly, though chalking was not detected in this case.
Right: The Zinc White tint of Egyptian Violet (PV23) cracked and fell off of the substrate during testing.
Though Zinc White performed poorly in lightfastness testing, Titanium-Zinc White was among the best tinting whites, and was comparable to linseed Titanium White. In some cases, Titanium-Zinc White was actually more color protective than Titanium White, but the differences were mostly small and inconsistent. Because of past results, we had somewhat expected to see a marked improvement in lightfastness with Titanium-Zinc White over Titanium White, but our experiments did not provide sufficient support for this hypothesis. It may, however, be noteworthy that Alizarin Crimson’s ?E* was significantly lower with Titanium-Zinc White than with Titanium White.
Similarly, de-yellowing did not differentiate Titanium-Zinc White and Titanium White. As mentioned elsewhere on Just Paint (e.g., Update on Zinc), adding a small amount of zinc to Titanium White decreases yellowing, so the effect of de-yellowing on the apparent color change of exposed samples should be somewhat reduced in certain cases. This difference was, however, immaterial after color had been added to these two whites. The ?b* and the proportion of ?b* to overall color change were compared on a color-by-color basis for Titanium White and Titanium-Zinc White tints, and we did not find a significant difference.

From left to right: Alizarin Crimson (PR83) tinted with Williamsburg Titanium White, Williamsburg Titanium-Zin White, and the ASTM safflower mixing white. The fading of Alizarin Crimson is noticeably reduced when zinc accompanies titanium in the mixing white.
There were few notable discrepancies between Titanium White and Titanium-Zinc White LF categorizations, with most colors finishing in the range of LF I or II. Some of the cobalt-containing colors and synthetic inorganics (enumerated in Results: Lightfastness – Masstones) appeared in the low end of the LF II range with one or both of these white mediums, but this is partly due to the sensitivity of these materials to xenon arc exposure. A few organic colors ranked LF II with Titanium White and LF I with Titanium-Zinc, and even fewer exhibited the inverse relationship, but these differences were small enough to elicit some skepticism about repeatability. It may be the case that the lightfastness of these colors is concentration-dependent (the concentration of Alizarin Crimson, for example, in Titanium-Zinc was about half its concentration in Titanium, since zinc oxide is more transparent than titanium oxide—see Table A.1), or that test variation is responsible. While these whites may have performed similarly for lightfastness, it is important for artists to keep in mind film brittleness when using zinc, since even titanium-zinc blends are notably more brittle than titanium white.

Phthalo Green (PG7) and Quinacridone Magenta (PR122) tints chalked significantly in QUV testing. On the left,the unexposed control (UEC) shows the initial color of the tints, and the exposed samples (right) demonstrate the chalking that was sometimes seen with Flake White or Flake White Safflower tints. This degree of color change was not observed when these colors were tinted with whites not containing lead.
The final two Williamsburg whites included in this survey were Flake White and Flake White Safflower. As mentioned above, Flake White Safflower tints were, on aggregate, more color-stable than tints with linseed Flake White. In the more extreme cases, like Phthalo Blue (PB15:3) and Indanthrone Blue (PB60), the Flake White tint is LF III while the Flake White Safflower tint is LF I or low-LF II. On the other hand, there were some colors that were especially fugitive with lead that did not display a preference for safflower or linseed oil, such as Fanchon Red (PR112), Permanent Green Light (PG7/PY3), and Permanent Yellow Deep (PY65). These results suggest that the lead white pigment, regardless of binder oil, can reduce the lightfastness of certain colors. Additionally, many Flake White and Flake White Safflower tints yellowed dramatically, and significant chalking was seen in some cases, especially in QUV testing.

Cobalt Blue (PB28) tints from left to right: Titanium-Zinc tint tested in Arizona, Titanium White tint tested in QUV, Flake White tint tested in Arizona. The Flake White tint yellowed dramatically in Arizona testing. Each of these tints began with a hue close to that of the Titanium-Zinc tint (left).
We also included three lead-based whites from other manufacturers: Brand X’s Cremnitz White (PW1), and Brand Y’s lead-zinc (PW1/PW4) and lead-only (PW1) whites. We were able to test each of the Williamsburg colors in Table 1 with the Cremnitz, and found that, probably because of this white’s high degree of yellowing (see Results: lightfastness – Masstones), most combinations resulted in a rating of LF II. Permanent Green Light (PG7/PY3) and Alizarin Crimson (PR83) ranked LF III with Cremnitz, but these colors’ tendency to fade was demonstrated broadly with the other white mediums. Interestingly, the colors that performed the worst with Flake White didn’t exhibit particularly bad lightfastness with Brand X’s Cremnitz. For example, Green Gold (PY129) faded excessively in Flake White but not in Cremnitz. Finally, when we tested Prussian Blue (PB27) and Alizarin Crimson with Brand Y’s lead-based whites, we found that the lead-zinc mixes were somewhat more color-stable than the lead-only mixes (Table 4).

The ASTM mixing white’s lightfastness was similar to that of Williamsburg Titanium-Zinc White. Only a few colors ranked LF II or worse with the ASTM white medium, and these were colors with moderate-to-poor lightfastness in other white paints.
Footnote: The ASTM white is not available to consumers. For reasons including tint strength, shelf stability, and certain working properties, we do not use this formula for any of our whites. The ASTM white has been considered useful in lightfastness testing because it provides historical continuity and is not biased towards any one art materials manufacturer, but it is in some ways impractical: it does not simulate many of the white paints on the oil paint market, and it adds an extra layer of difficulty to ASTM lightfastness testing, since it is required that the group doing the testing must manufacture (and have the resources to manufacture) this paint.
Masstones
Whites
The color change of the white masstones can be mostly explained by de-yellowing. The lead white masstones, however, tended not only to de-yellow, but also to gray. The graying and de-yellowing of the linseed-based lead whites increased the magnitude of their color shift, causing them to group, along with Zinc White, in the LF II-to-low-LF III range. This group was also more susceptible to color change in QUV exposure than the other whites (see Table 6). Interestingly, Brand X’s Cremnitz White did not gray much (possibly because of the source of lead white) and only ranked LF III because of its high degree of de-yellowing.


In the masstone, Flake White Safflower underwent significantly less color change (LF I in most tests) than the standard linseed product, and this may be related to the binders’ unequal propensities to yellow. Since some yellowing is reversed by UV exposure, paints that yellow more quickly, or to a greater extent, will appear to change color more dramatically over lightfastness testing. Safflower oil should yellow less than linseed when used in analogous contexts, and indeed the linseed Flake White UEC was yellower than the Flake White Safflower UEC after curing (between the two UECs, ?b* = 1.11). Only Porcelain White, another safflower paint, de-yellowed less than Flake White Safflower.
Colors
The masstones of Williamsburg colors were less affected by de-yellowing—their average ?b* was -2.4 while the whites’ averaged -4.0—but negative ?b* values were still a dominant part of each color’s ?E* (Table 5, Table 6). Because the blue pigments themselves tended to become less blue (more yellow in CIEL*a*b* space) over exposure testing, their apparent color change included less de-yellowing. In fact, of all the masstones, only Phthalo Blue (?b* = 0.80) shifted appreciably in the yellow direction. De-yellowing should (and these results suggest that it probably does) reduce net color change for bluer colors, and increase net color change for yellower colors.

QUV and xenon arc exposure tended to be very damaging to the cobalt colors, which include Cobalt Blue (PB28), Blue Deep (PB28 variation), Violet Light (PV49), and Yellow (PY40); as well as Cerulean Blue Genuine (PB35), which contains cobalt and tin oxides (Table 6). When grouping by exposure method, the emerging pattern of fading isn’t quite uniform. For the most part, QUV was more damaging than xenon, which was more damaging than Arizona; Florida was exceptionally bad for Cobalt Yellow, a touch better for Cobalt Blue and Violet Light, and practically harmless for Cerulean Blue and Cobalt Blue Deep. Cobalt Yellow’s reactivity is well known1, and previous testing has made us aware that humidity can cause problems for Cobalt Yellow, but it was interesting that only some of the other cobalt colors had poor colorfastness in Florida. Similarly, we did not expect the cobalt-containing colors to perform so unevenly in xenon testing, with Cobalt Blue (due to chalking) and Cobalt Yellow ranking LF IV and LF I, respectively.
The especially reactive synthetic-inorganic Ultramarine (Blue—PB29, Pink—PV15, and Violet—PV15) and Prussian Blue (PB27) pigments also exhibited non-uniform failures in exposure testing (Table 6). Like the Cobalt colors, these pigments generally underwent the most fading in QUV, then xenon arc, then Arizona. Florida exposure caused unpredictable fading: Ultramarine Violet came back transformed by more than 20.0 CIE L*a*b* units, while Ultramarine Blue and Pink maintained their color. In QUV and xenon testing, the Ultramarines all faded about as badly as fluorescent pigments in acrylic paint, finishing to a cool, chalky gray. Because of these problems, it may be necessary to test samples with high proportions of a cobalt or ultramarine pigment only in Arizona; or at least to pair artificial light exposure testing with Arizona testing, giving more weight to the latter.

Results: Method
Color Concentration
As discussed in Results: Lightfastness, certain colors’ lightfastness was concentration-dependent, meaning that more saturated tints faded to a different extent than less saturated tints. Therefore, testing lightfastness at only one concentration may result in misleading conclusions for some colors.
For most of the relatively lightfast (LF I or II) colors, a 1-to-10 tint with Titanium White would have been sufficient to characterize lightfastness, but the use of multiple concentration levels was still needed to rule out significant concentration dependence. As an estimate of the color change variability due to concentration, we calculated the range of ?E* values for the tints of each color across the tested concentration levels—this was the maximum ?E* minus the minimum ?E* for all concentration levels of each color in Titanium White. For example, the ?E* range for Alizarin Crimson was calculated as 12.2, since the maximum ?E* was 19.2 for the 9.1%wt tint and the minimum ?E* was 6.0 for the 0.4%wt tint.
Figure 2a shows that half of the colors exhibited a ?E* range of less than 2.0, and three-quarters spanned less than 4.0. The colors corresponding to the upper 25% of ?E* ranges in Figure 2a were necessarily more fugitive, with results spanning at least lightfastness categories I and II. Some of these were the Ultramarine and Cobalt colors, which had inconsistent chalking and fading issues in xenon testing, escalating test variability without necessarily suggesting concentration-dependent fading.
Colors with a wider range of lightfastness results did not always have a clear relationship between concentration and fading. Practically, however, the ?E* of each color’s 9.1% (1-to-10) tint decently approximated the maximum ?E* across all concentrations of that color (Fig. 2), and could be used as a short-cut for testing lightfastness—especially in the context of a restricted quality control process. Testing at only one concentration will be misleading for certain colors (it might reduce Alizarin Crimson’s apparent lightfastness, and increase Green Gold’s) but this method could be a useful expedient for certain well-characterized pigments—at least as informative as the 40%-tint. Still, we would not recommend this simplification for the initial characterization of a material, or for testing pigments that have exhibited variable lightfastness; in these situations, multiple concentrations should be evaluated.

The amount of color change, ?E*, varied with concentration for colors tinted with Williamsburg Titanium White. Figure 2A: To determine the amount of variation in color change due to changes in concentration, we computed the range of ?E* for each color—the maximum ?E* minus the minimum ?E*. The distribution of these ranges is displayed in a box plot. Figure 2B: For several colors, the 1-to-10 tint (9.1%wt color) exhibited the most fading. Other colors performed well at that concentration, and poorly at some other concentration. The maximum color change has been plotted against the color change of the 1-to-10 tint, showing that for most colors, the latter captures the worst-case fading. The blue field encompasses the zone where the maximum ?E* is within three units of the 1-to-10 ?E*.
The above analysis of concentration dependence deals only with data averaged over Arizona and xenon testing. When looking at the exposure methods individually, we found that exposure method can sometimes have an important influence on concentration dependence. Some of the more striking examples are included in Table 7. A peculiar result is the reversed concentration dependence of Green Gold (PY129), a phenomenon most prominent in xenon and QUV testing. Permanent Yellow Light (PY3) had a negligible concentration dependence in Arizona testing but, similar to Green Gold, thi
