Accepted Manuscript Roman coloured glass in the Western provinces: the glass cakes and tesserae from West Clacton in England Sarah Paynter, Thérèse Kearns, Hilary Cool, Simon Chenery PII:
S0305-4403(15)00228-9
DOI:
10.1016/j.jas.2015.07.006
Reference:
YJASC 4460
To appear in:
Journal of Archaeological Science
Received Date: 28 February 2015 Revised Date:
30 June 2015
Accepted Date: 7 July 2015
Please cite this article as: Paynter, S., Kearns, T., Cool, H., Chenery, S., Roman coloured glass in the Western provinces: the glass cakes and tesserae from West Clacton in England, Journal of Archaeological Science (2015), doi: 10.1016/j.jas.2015.07.006. This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
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Roman coloured glass in the Western provinces: the glass cakes and tesserae from West Clacton
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in England.
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Sarah Paynter1, Thérèse Kearns2, Hilary Cool3 and Simon Chenery4
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5 1. Historic England, Fort Cumberland, Fort Cumberland Road, Eastney, Portsmouth, PO4 9LD
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[email protected]
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02392 856782
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2. Historic England, Fort Cumberland, Fort Cumberland Road, Eastney, Portsmouth, PO4 9LD
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[email protected]
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3. Barbican Research Associates, 16 Lady Bay Rd, Nottingham, NGE 5BJ
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[email protected]
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4. British Geological Survey, Environmental Science Centre, Nicker Hill, Keyworth, Nottingham,
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NG12 5GG
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[email protected]
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1. Introduction
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Scientific analysis has been used to great effect to study the production, trade and use of ancient glass
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(Janssens 2013). For the Roman period, many analytical studies have concentrated on colourless or
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naturally coloured blue-green glass, which make up the vast majority of assemblages (Jackson and
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Paynter 2015; Jackson 2005; Foy et al. 2000a). For assemblages from Britain, there have been fewer
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analyses of contemporary strongly coloured glass, which was used for enamelling and making items
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of jewellery, gaming counters and tesserae, as well as certain glass vessels (Foster and Jackson 2005;
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Henderson 1991). More work has been done on Roman coloured glass from further afield however,
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may feature reused or recycled Roman glass (for example Galli et al. 2004, Gedzevičiūtė et al. 2009,
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Nenna and Gratuze 2009, Silvestri et al. 2012, van der Werf et al. 2009). The compositions of
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coloured glass are complex, as a range of elements can be introduced as part of the colourant,
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intentionally or not. A number of distinctive compositional groups have now been identified,
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depending on the colour and date of the glass (Henderson 1991); however there are still outstanding
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questions about how coloured glass production was organised in the Roman period.
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This paper sheds light on the subject of Roman coloured glass production by investigating two
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fragments from rounded cakes of strongly coloured Roman glass and a selection from over 200 glass
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tesserae that were excavated in 2007 at West Clacton Reservoir, Essex, in the UK, by Colchester
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Archaeological Trust (Brooks and Holloway 2007; Cool 2007). The glass was found within a pit
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where it had probably been deposited in a small textile or leather bag, and is likely to date from the
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2nd century AD based on comparable finds from elsewhere in the UK. These include a collection of
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over a thousand tesserae from London (A. Wardle pers. comm.) and others from Carlaeon
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(Zienkiewicz 1993, 105–106) and Castleford (Cool and Price 1998, 193), all dominated by opaque
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blue glass, coloured by cobalt oxide. At Romano-British sites in the UK, glass tesserae were
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occasionally used for highlights in mosaics, which were otherwise made from stone, and also as
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enamel for metal vessels or brooches (Cool 2007; Cool et al. 1995, 1592; Cool and Price 1998).
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This collection included 201 cubic tesserae in thirteen different colours, with a further 25 triangular
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fragments and flakes (Figure 1). The two cake fragments were both opaque blue; one turquoise and
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the other a deep blue shade. Although incomplete, the shape of the surviving fragments indicates that
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the cakes were originally several centimetres thick with smooth sides and upper surfaces, made from a
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gather of coloured glass that cooled on a flat surface, rather than in a container (Figure 2). Whilst blue
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glass is very common amongst tesserae assemblages from the UK, and also dominates this
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assemblage, opaque turquoise is rare, making the turquoise cake a particularly significant find. Of the
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tesserae and flakes, 107 were opaque dark to mid-blue, 39 were translucent dark to mid-blue (with
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some transparent), 7 were opaque red, 25 opaque yellow, 15 opaque yellow-green, 4 opaque
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turquoise, 19 opaque pale grey-blue, 8 opaque green, 1 opaque emerald green and 1 translucent
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emerald green.
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2.
Background
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2.1 Colourless and naturally coloured blue-green Roman glass
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Most glass used in the Romano-British period, for tableware, bottles, and windows, was either
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completely colourless or naturally coloured (i.e. with a weak blue-green or aqua hue). The bluish-
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green tint was due to small amounts of iron oxide that were introduced unintentionally with the raw
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materials. Studies of Roman colourless and naturally coloured (blue-green) glass have found that
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there were relatively few different glass compositions in circulation during the 1st to 3rd centuries AD
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(Jackson 2005; Nenna et al. 1997; Foy et al. 2000a and b). Decolourising compounds, such as
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antimony or manganese oxide, were added in order to make completely colourless glass, which was
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preferred for high status tableware. Mixed compositions were produced as a result of recycling the
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manganese and antimony decolourised glass together (Jackson and Paynter 2015).
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Large furnaces for primary glassmaking have been identified in the Wadi natrun area of Egypt dating
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to this period (Picon et al. 2008) but it is very likely that there are others still to be found; later
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examples are known from the Syro-Palestinian coast (Freestone et al. 2000). A fresh interpretation of
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contemporary accounts of glass production, particularly the description by Pliny (Eichholz 1962), has
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stemmed from these archaeological discoveries and analytical studies, in which a relatively small
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number of primary manufacturing centres made raw glass on a large scale. Chunks of raw glass were
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then transported to secondary workshops to be made into vessels (Foy et al. 2000a and 2000b), and
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broken glass was also collected and used as cullet for recycling.
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The glass was made using natron combined with sand (Sayre and Smith 1967), generally including
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calcium carbonate from shells (Wedepohl and Baumann 2000). Natron glass is therefore a type of
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soda-lime-silica glass, with characteristically low levels of potassium, magnesium and phosphorus
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oxides relative to Bronze Age glass for example, which was manufactured using plant ashes (Turner
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1956). The types of natron glass in use around the 2nd century AD, contemporary with the West
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Clacton assemblage, are dominated by a small number of compositional groups (Foy et al. 2000a and
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b; Jackson 1994 and 2005; Jackson and Paynter 2015); in this paper these are referred to as:
lime relative to other types, with 0.6-1.5wt% manganese oxide acting as a decolouriser.
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to lime, but with less than 0.6wt% manganese oxide.
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Sb glass: Consistently colourless glass, which has a high ratio of soda to lime and varying amounts of antimony decolouriser.
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Low-Mn glass: Blue-green glass, similar to high-Mn glass with a fairly low ratio of soda
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High-Mn glass: Colourless to blue-green glass, characterised by a low ratio of soda to
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Mixed Sb-Mn glass: Colourless to blue-green glass, produced when different glass types
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(mainly colourless Sb glass and high-Mn glass) were recycled together. It contains an
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intermediate ratio of soda to lime and a mixture of both antimony and manganese
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decolourisers.
The Mn-bearing glass types are in use prior to the Roman Conquest of Britain, and continue
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throughout the period of interest here, whereas the Sb decolourised glass is found mainly from the
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1st to 3rd centuries AD, becoming rare by the mid-4th century. The recycled Sb-Mn glass, which
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is made from a mixture of the antimony and manganese types, follows approximately the same
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chronological pattern, becoming rarer through the 4th century (Jackson and Paynter 2015).
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2.2 Strongly coloured Roman glass
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The compounds responsible for the colour and opacity of strongly coloured Roman glass have been
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established previously (for example Arletti et al. 2006; Henderson 1991; Gliozzo et al. 2012; van der
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Werf et al. 2009) but it has proved more difficult to determine the form in which they were added, or
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where the colourants came from (Mass et al. 2002; Rehren 2003). White calcium antimonate
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compounds Ca2Sb2O7 or CaSb2O6 are found in white glass and also in opaque turquoise and opaque
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opacifiers have been recreated experimentally by adding antimony compounds such as stibnite
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(antimony sulphide) or antimony oxide to replica soda-lime-silica glass (Foster and Jackson 2005),
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causing calcium antimonate crystals to form in situ through reaction with calcium from the glass
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itself. Alternatively Lahlil et al. (2010a and b) made calcium antimonate beforehand by reacting
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calcium and antimony compounds together, and then added this material to a ready-made glass.
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Many opaque glass colours spoil easily because the type, size and distribution of the opacifying
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particles must be controlled to obtain the desired colour. For example the yellow opacifier lead
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antimonate, used for opaque yellow and also in combination with copper oxide for some green
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colours, will start dissolving when added to a natron glass, with white calcium antimonate
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precipitating instead. This is demonstrated by white Roman cameo glass of the early Empire, which
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often contains more of both lead and antimony than the yellow glass analysed here, but is nonetheless
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white (Mass et al. 1998). To ensure a strong yellow colour, it was necessary for the glassworkers to
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make the lead antimonate colourant beforehand (Shortland 2002; Lahlil et al. 2008), and then add it to
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a base glass; using an excess of lead and limiting the duration and temperature of any subsequent
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glassworking would have helped to preserve the colour. Uniform red glass is also difficult to make
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and shape (Freestone et al. 2003, Stapleton et al. 1999) as it is coloured by crystals of cuprite (Cu2O)
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and metallic copper, formed under reducing conditions. During heating and working of the glass the
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size of the crystals may change, or the glass can oxidise and the copper-rich crystals dissolve, both of
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which alter the colour and opacity of the glass considerably.
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3.
Aims
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This study considers the types of colourant, opacifier and base glass that were used to produce
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strongly coloured Roman glass, and how they interacted with each other, to explain differences in the
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form of the opacifier found in particular glass colours. Factors such as the method of preparing the
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opacifier, or the subsequent heat treatment of the glass, have been considered previously in explaining
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plays an important role. This study combines ICP-MS macroscopic analysis of the glass, to obtain
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more detailed information about the chemical composition of the colourant and opacifier materials,
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with microscopic SEM-EDS examination, which reveals how these materials have interacted with the
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glass. The aims of this approach are:
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To determine whether particular base glass types were preferred for certain colours.
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To discuss how the composition of the base glass used may have affected the quality and
To ultimately establish a larger dataset for Roman coloured glass, with trace elements, for
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stability of the colour produced and the type of opacifying crystals formed.
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investigating regional and chronological variations.
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4.
Methods
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4.1 SEM-EDS
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34 small samples were removed from the tesserae and cakes, mounted in epoxy resin and polished to
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a 1µm finish for examination using an FEI-Inspect scanning electron microscope (SEM) with an
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attached energy dispersive spectrometer (EDS) (19 of these samples were also analysed by ICP-MS).
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The SEM conditions were an electron beam current of approximately 1nA and a voltage of 25 kV.
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The EDS data was quantified using Oxford Instruments INCA software. The accuracy and precision
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of the results was checked by analysing Corning and NIST glass standards (see Table 1). The SEM-
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EDS data have been used for the major and minor elements in this paper, as the accuracy was better
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than for the ICP-MS analyses. Averages of the results are given in Table 2 and the full dataset in
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Appendix A. These are bulk analyses of random areas of approximately 0.08mm2 of each sample,
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incorporating inclusions as well as the glass matrix in each case. A minimum of three analyses were
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completed for each sample in order to obtain a more representative result because the tesserae were
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heterogeneous, but larger samples were often analysed additional times. Crystalline phases and
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inclusions were identified using point analyses to determine the composition; for example Ca2Sb2O7
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and CaSb2O6 were differentiated based on the proportions of calcium and antimony oxides in each.
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4.2 ICP-MS
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24 glass samples were analysed by ICP-MS, with all but five of these also analysed using SEM-EDS.
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The samples were powdered and 0.25g of each was digested using a mixed acid attack of 2ml
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concentrated HNO3 acid followed by 2.5ml concentrated HF acid and 1ml concentrated HClO4 acid.
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The samples underwent a heating cycle, using a programmable hot block, to reach incipient dryness.
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When cool, 2.5ml of 50% v/v HNO3 acid was added and then 2.5ml concentrated H2O2, with each
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addition followed by a brief period of further warming. The resultant solution was transferred to
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LDPE storage bottles. 20ml of MQ quality water was used to rinse the original vials and added to the
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LDPE bottles to give a volume of 25ml.
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The determination of major and trace elements in stream waters was carried out using an Agilent
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7500cx series quadrupole inductively coupled plasma mass spectrometer (ICP-MS) with an octopole
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reaction system (ORS), in combination with a CETAC autosampler. The system was controlled by
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through dedicated software (Agilent 7500 ICP-MS Chemstation B.03.06 (U300-0132)), which also
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controlled the autosampler. A total acquisition time of 241s and a dwell time of 0.3ms were used.
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The instrument was calibrated at the beginning of every analytical run using at least three standards
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and a blank for each trace element and three standards and a blank for major elements. Multi-element
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quality control standards, containing the trace elements of interest at 25µg l-1 and a separate major
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elements quality control standard at varying element concentrations were analysed at the start and end
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of each run and after no more than every 25 samples. These data were compared to fixed limits but
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also charted and regularly reviewed. Each analytical run was independently verified by a different
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analyst, including post processing of the data for drift, dilution and collation. Glass standards of
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known composition were included in each run.
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hydrochloric acid blanks inserted at regular intervals during the analysis. The uncertainty associated
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with most ICP-MS measurements was ±10%. However, for, Na, Ca, Si, P, S, K, Fe, Zn, Sr and Ba,
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the overall uncertainty is of the order of ±15% and for Li, B and Al the overall uncertainty is of the
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order of ±20%. For quality control purposes each batch of samples typically contained 10% blanks,
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10% reference materials and 10% duplicate samples if available. These were prepared and analysed
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together with the rest of the glass samples. In this paper, the ICP data are used for the trace elements
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and some minor elements, as the detection limits were better than for the SEM-EDS analyses (Table
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1). The analytical data are shown in Appendix B.
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4.3 Comparability of SEM-EDS and ICP results
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The results for standards with known compositions are given in Table 1. Although the antimony oxide
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value for the ICP-MS analysis of the Corning D standard is anomalous, a comparison of the ICP-MS
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and SEM-EDS results for the other standards, and for samples analysed by both techniques shows that
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otherwise there is a consistent correlation in nearly all cases; Figures 3a, b and c show this correlation
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for lead oxide, antimony oxide and copper oxide. Where there is a discrepancy between the SEM-
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EDS and ICP-MS results, the sample in question is visually heterogeneous (for example the lead
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content of two of the lead antimonate opacified yellow-green tesserae and the antimony content of one
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turquoise and one mid-blue tesserae). These results are therefore likely to reflect real discrepancies
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between the compositions of different parts of the same tesserae, with the part analysed by ICP-MS
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containing a slightly different proportion of opacifier to the part analysed by SEM-EDS.
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4.4 Comparing the compositions of coloured glass against colourless and naturally coloured base
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glasses
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Clacton tesserae and cakes of coloured glass. To do this, the reduced composition of each glass was
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calculated (Brill 1999), which could then be compared against literature data (Jackson and Paynter
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2015) for contemporary colourless and naturally coloured (blue-green) Roman glass, which accounts
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for the vast majority of Roman glass assemblages (Section 2.1). Compositional data were also
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compared on graphs, but the presence of colourants and opacifiers in the coloured glass dilutes the
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concentrations of the other compounds present, sometimes considerably. This affect can be negated
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by plotting ratios of oxides or elements, preferably avoiding any that may have been introduced with
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the colourants, opacifiers or decolourisers, whether intentionally or not. Different combinations of
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element ratios were tested to ensure that the same base glass type was consistently identified in each
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case, and one example is shown in Figure 4.
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This process of identifying the probable base glass used for each sample was complicated by the fact
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that compounds such as antimony, manganese and iron oxides are present in varying amounts in the
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relevant base glass types as well as being common constituents of colourants and opacifiers. In
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addition, calcium opacifiers could potentially have been added ready formed, thereby adding extra
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calcium oxide, or additional flux could have been used to prepare colourants, thereby adding extra
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sodium oxide, and so on. To allow for any of these possibilities, more than one characteristic was
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used to identify the base glass composition in each case. The ratio of sodium to calcium oxides was
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used as the first indicator of the likely base glass composition, with the ratio highest for colourless Sb
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glass, lowest for the Mn family of glasses and intermediate for the mixed Sb-Mn glass (see Figure 4
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for the spread of Na2O/CaO ratios). Other key characteristics of the glass were then checked, for
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example the levels of phosphorus oxide and aluminium oxide tend to be lowest in colourless Sb-glass
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and highest in the Mn-glass types (Figure 4). Finally the amounts of manganese present were
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compared, as colourless Sb-glass does not contain any whereas mixed Sb-Mn glass contains
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intermediate amounts; the manganese content is also indicated on Figure 4 by the fill of each
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datapoint.
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Results
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15 samples (red: 20, 23, 25; emerald green: 17; blue: 82, 108, 147, 181; grey-blue: 65, 67; yellow: 61;
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green-yellow: 9, 11; turquoise: 13; transparent blue: 70) were analysed only by SEM-EDS, five
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samples (red: 21; green: 10, blue: 66; turquoise: 15; transparent blue: 19) only by ICP-MS and 19
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samples (emerald green: 18; green: 3, 6; blue: cake, 74, 78, 88, 102,166, 176, 179; grey-blue: 69,
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yellow: 51, 62, 64; yellow-green: 30, 35; turquoise: cake, 12) using both techniques. The
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compositions of the analysed glass cakes and tesserae are given in Appendices 1 and 2.
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These coloured glasses are soda-lime-silica types and although some contain high levels of lead oxide,
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for example the yellow and red tesserae, it is well established that the lead was added as a constituent
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of these colourants (Henderson 1991; Mass et al. 1998). The majority of colours were made using
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Roman natron glass as a base, with characteristically low levels of potassium, magnesium and
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phosphorus oxides (see Figure 5); the exceptions are some of the green tesserae and the opaque red
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tesserae, which are discussed in more detail in Section 6.2.
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5.1 Base glass
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Each of the calculated base glass compositions for most of the tesserae and both cakes were found to
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approximately match one of the dominant categories of colourless and naturally coloured glass in
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circulation in the 1st to 3rd centuries AD: Sb colourless, low-Mn, high-Mn or Sb-Mn mixed (Table 2)
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(Figure 4). The West Clacton coloured glass was therefore made by adding colourants to types of base
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glass that would have been widely available as raw glass chunks (Foy et al. 2000b) or cullet (Jackson
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and Paynter 2015; Silvestri et al. 2008), both of which are found in glass workshops and ship wrecks
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of the period.
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Figure 4 shows that the cobalt-coloured mid-blue glass cake and tesserae, some of the pale grey-blue
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tesserae and the majority of the analysed yellow-green tesserae, were made by adding colourants to
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Mn glass (bottom left of Figure 4). The low-Mn and high-Mn glass types are compositionally similar
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blue-green tint; this family of Mn compositions are thought to have been produced by long-lived and
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large scale manufacturing centres on the Syro-Palestinian coast but were circulated over a wide area
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(Foy et al. 2000a and 2000b). These Mn glass types are not particularly common in Roman Britain in
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the 2nd and 3rd centuries; instead recycled Sb-Mn glass was often used for blue-green vessels
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whereas Sb colourless glass was used for high status colourless tablewares (Jackson and Paynter
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2015).
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All of the copper-coloured turquoise glass, including the turquoise cake and three turquoise tesserae
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were probably made using recycled Sb-Mn glass as a base. Some of the pale grey-blue tesserae, and
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yellow-green tessera, may also be made from recycled Sb-Mn base glass.
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Two cobalt-coloured transparent blue chips, which were visually distinctive, were both made from Sb
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colourless glass of the type used for high quality tableware (Jackson 2005; Paynter 2006) to which a
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cobalt colourant was added, but no opacifier. These tesserae may have been cut from a recycled
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translucent blue vessel (Cool 2007) and plot at the top right of Figure 4.
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5.2 Colourant and opacifier reactions
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A complex range of phases were observed in many of the samples, including dissolving raw materials,
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transitional reaction products and precipitated crystals; there were also immiscible residues, rich in
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sodium, chlorine or sulphur, trapped in the glass. The colourants used were typical of the Roman
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period (Lahlil et al. 2008; 2010a and b; van der Werf et al. 2009; Henderson 1991).
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Cobalt oxide was responsible for the deep to mid-blue colour of one of the cakes and large numbers of
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tesserae (Table 2), with varying amounts of small, dispersed, euhedral crystals of calcium antimonate
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(Ca2Sb2O7) also present in the glass (identified by SEM-EDS spot analyses). All of the analysed blue
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opaque tesserae, ranging from dark blue to mid-blue, had been cut from the blue cake of glass; their
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common origins are indicated by the consistent correlations between the colourant and opacifier
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ACCEPTED MANUSCRIPT oxides (cobalt and antimony) and associated elements (iron, manganese, nickel and lead) (Figures 6a
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and 6b). There were also occasional larger crystals in these samples, which were again Ca2Sb2O7 but
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contained variable amounts of substituted cobalt, iron and manganese, and also some clusters of a
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different form of calcium antimonate (CaSb2O6), both of which appeared to be remnants from the
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reaction of colourant minerals with the base glass. The strong correlation observed between the
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concentrations of lead, copper, cobalt, nickel, arsenic and antimony in the bulk compositions of these
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tesserae and the cake suggest that the added colourant contained all of these elements, as well as iron
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and manganese (Figures 6a and 6b). Henderson (1991) also noted the correlated concentrations of iron
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and manganese oxides in cobalt coloured late Iron Age and Roman enamel, and identified two
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variants, one containing several weight percent lead oxide and the other containing very little,
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although the source of cobalt appears unchanged. Together these observations suggest that cobalt and
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antimony compounds (with associated gangue), from different sources, were combined in a
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concentrated form in advance of adding them to the glass, and that the lead may have been introduced
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with the antimony source. The colourant had been stirred in but it had not reached an even dilution
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throughout, and so the concentrations and depth of colour varied between these samples.
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Cobalt oxide was also responsible for the colour of the pale grey-blue tesserae but, relative to the cake
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and darker blue tesserae, these contained a far higher ratio of antimony to cobalt and very little lead
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(Figures 6a and 6b). There were at least two sources of pale grey-blue tesserae represented amongst
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the samples selected for analysis because two different compositions of base glass had been used.
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Finally the transparent deep blue chips were also coloured by cobalt oxide, but all of the antimony
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oxide in these samples was in solution.
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Copper oxide was responsible for the colour of the turquoise coloured tesserae and cake, together with
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calcium antimonate opacifiers. Although several of the analysed turquoise tesserae had been cut from
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the turquoise cake, indicated by their very similar compositions (13 and 15), others had not, for
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example sample 12 contained significantly more copper oxide and was also a slightly different shape
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and colour. As well as numerous small crystals of CaSb2O6 in the turquoise glass, identified by SEM-
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ACCEPTED MANUSCRIPT EDS spot analyses, there were also occasional larger crystals of alkali antimonate (Na,K)SbO3 with
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small amounts of substituted tin and calcium (Figure 7). These alkali antimonates again appear to be
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the remnants of reactions between the colourants / opacifiers with the base glass. Previously these
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were thought to indicate that alkalis were added to antimony compounds when the opacifier was
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prepared (Paynter and Kearns 2011) but more detailed examination suggests that the crystals are
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incorporating sodium and potassium from the melt. In the case of potassium, the resulting crystalline
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phases contain several percent more potassium than found in the glass overall; the presence of tin
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appears to favour the formation of these crystals. The concentrations of copper, tin and also antimony
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in the glass are broadly correlated, again suggesting that these elements were introduced together, for
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example using oxidised copper alloy as suggested in many previous studies (for example Frerickx et
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al. 2004).
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The yellow glass was produced using lead antimonate, crystals of which were identified throughout
321
the tesserae by SEM-EDS point analyses. The yellow tesserae also contained dissolving particles
322
comprising feldspar and iron-rich minerals (Figure 8), together with sulphide droplets and an
323
associated sodium alumina sulphate reaction product, nosean (Na8[Al6Si6O24]SO4) (Paynter and
324
Kearns 2011). The presence of these phases suggests that sulphide ores of lead or antimony were used
325
to make the colourant. The dissolving aluminium silicate particles may derive from ceramic crucibles
326
used to heat these compounds; the lead-rich crucible contents would react with the ceramic to produce
327
a glass in which yellow lead antimonate crystals precipitated (see for example Heck et al. (2003) for
328
the reactions of crucibles used in the preparation of lead stannate colourants). Elevated levels of tin
329
and iron oxides were detected in several samples, as also noted by Lahlil et al. (2008). A small droplet
330
containing silver was identified in one yellow tessera, which is consistent with a statement by Pliny
331
(NH XXXIII), that antimony ores were obtained from a mine exploited for its silver (Eichholz 1962).
332
Similarly many of the green tesserae were coloured by lead antimonate, but in combination with
333
copper oxide. A few of the green tesserae had been coloured differently however, for example sample
334
18 contained in excess of 2wt% iron oxide plus some partially dissolved particles of iron oxide,
335
indicating that iron oxide had been intentionally added as a colourant. There was also a subset of
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ACCEPTED MANUSCRIPT green samples, which were again coloured by copper oxide but contained varying amounts of a plant
337
ash component resulting in elevated levels of potassium, magnesium and phosphorus oxides (Figure
338
5); these are similar to the distinctive emerald green glass identified in contemporary monochrome
339
Roman vessels (Henderson 1996; Jackson and Cottam 2015; Lemke 1998) and also in polychrome
340
vessels and mosaic glass (Nenna and Gratuze 2009; Paynter and Schibille forthcoming), which are
341
discussed in more detail in Section 6.2.
342
The red tesserae contained high levels of lead and copper oxides, again with a plant ash component,
343
indicated by elevated levels of potassium, magnesium and phosphorus oxides (Figure 5), and were
344
coloured by metallic copper or cuprite; similar compositions have been reported in studies of Roman
345
enamel and other tesserae (Di Bella et al. 2014; Henderson 1991), as well as monochrome and
346
polychrome vessels (Nenna and Gratuze 2009; Paynter and Schibille forthcoming). The levels of lead
347
oxide varied amongst the red tesserae, and so again these appear to be from more than one source;
348
those with higher lead are glossy and those with lower levels more matt and vesicular. In each case,
349
correlations were noted between the active colourant compounds and the concentrations of some other
350
compounds present, such as tin oxide, indicating that they were added to the glass together, albeit not
351
necessarily intentionally; similar correlations have been noted in tesserae from elsewhere (for
352
example Lahlil et al. 2008; Di Bella et al. 2014). The red tesserae also contained clusters of calcium
353
tin magnesium silicates, and calcium tin silicates (identified by SEM-EDS spot analyses) formed from
354
the interaction of the glass with the added colourant. The colourant is therefore likely to have
355
contained tin and calcium in addition to the lead and copper compounds. A red slag containing these
356
characteristic components was produced as a by-product from the contemporary process of refining
357
debased silver alloys; the possibility of this slag being used as a colourant in red glass production is
358
explored further in section 6.2. The red tesserae also contained complex dissolving particles, made up
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of grains of feldspar, quartz and iron minerals, which might be remnants from the crucibles in which
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the red slag colourant formed.
361
6.
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Discussion
ACCEPTED MANUSCRIPT There are many available analyses of Byzantine and medieval tesserae, for which Roman material was
363
often reused or recycled. However several additional base glass compositions were introduced around
364
the 4th century AD (Jackson and Paynter 2015), which were then used in coloured glass production
365
(see for example Silvestri et al. 2012) and a number of different opacifiers were also adopted. These
366
complicating factors make comparison of later assemblages with the West Clacton tesserae more
367
complex and less informative. Therefore this section focuses on comparing the tesserae from West
368
Clacton to other published analyses for Roman coloured glass.
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6.1 The choice of natron base glass
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The type of base glass used to make opaque coloured glass varies chronologically reflecting what was
372
available at the time. For example, compositional data for strongly coloured Hellenistic or Late Iron
373
Age glass and glass of the early Empire are often consistent with the use of Mn-glass as a base, which
374
contains a lower ratio of sodium to calcium oxides plus some manganese (see the polychrome
375
Hellenistic glass in Gedzevičiūtė et al. 2009). Mn-glass continued to be used as a base for much
376
subsequent strongly coloured opaque glass, but from the mid-1st century AD a broader range of
377
natron glass types were available to use as a base, so which factors dictated the type of glass chosen to
378
make a particular colour? The availability and cost of the different glass types may have been
379
influential; the Mn-glass types in particular were produced and traded on a vast scale in this period,
380
and were widely available around the Mediterranean and in continental Europe (Foy et al. 2000b;
381
Jackson and Paynter 2015; Barag 1987). Recycled Sb-Mn glass was also used for high volume, lower
382
value items, like windows and bottles. In contrast the colourless Sb glass was reserved for high status
383
tableware. The specialists making strongly coloured glass may have simply used the most readily
384
available and least costly glass types as a base, since the Mn-glass and Sb-Mn glass appear to account
385
for most samples.
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A second factor however, is that the calcium-rich composition of the Mn glass types was well suited
387
to producing opaque glass because calcium was conducive to the formation of the calcium antimonate
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ACCEPTED MANUSCRIPT opacifier. The Mn family of glasses contain the highest proportion of calcium of any Roman glass,
389
therefore appear to require less antimony oxide to produce the desired opacification (0-2wt%),
390
making them intrinsically suitable for producing opaque glass. In contrast the colourless Sb-glass can
391
dissolve high concentrations of antimony oxide; some high quality colourless tableware contains in
392
excess of 3wt% (Paynter 2006), so may have been less suitable for making opaque strongly coloured
393
glass and seems to have been rarely used for that purpose. The only samples in this assemblage made
394
with colourless Sb-glass as a base were probably broken from a transparent cobalt blue vessel, and
395
were never intended to be fully opaque.
396
The intermediate Sb-Mn recycled glass composition was used as a base to make some of the opaque
397
glass in the West Clacton assemblage however, including all of the turquoise glass and possibly some
398
pale grey-blue and yellow samples. Potentially Sb-Mn glass may also have been used to make deep to
399
mid-blue opaque glass but, since all of the tesserae analysed from the West Clacton assemblage were
400
cut from the associated cake, this can’t be ascertained. The turquoise and pale grey-blue samples
401
made from an Sb-Mn base glass contain atypically high levels of antimony oxide overall (2-4wt%),
402
which will include the antimony that was originally dissolved in the base glass. The antimonate
403
crystals that have precipitated in the turquoise glass are forms containing less calcium, such as
404
CaSb2O6 instead of Ca2Sb2O7, as well as alkali antimonates and alkali antimony silicates. The high
405
ratio of sodium to calcium oxides in the melt appears to influence the type of opacifier that
406
precipitates, and also increases the solubility of these phases at a given temperature, so that distinct
407
euhedral crystals are less likely to form or persist as the melt homogenises. These glasses also tend to
408
contain more immiscible phases suggesting that the glassworking was minimised once the colourants
409
were added, perhaps to avoid further dissolving the opacifier.
410
A review of literature data suggests that turquoise tesserae were often made with an Sb-Mn base glass,
411
and possibly sometimes a colourless Sb-glass, indicated by a higher ratio of sodium to calcium oxides
412
and low levels of manganese oxide detected. The consistent use of the more sodium-rich base glass
413
types for this particular colour implies a deliberate choice. Examples are given by Lahlil et al. (2008),
414
who also observes the substitution of alkalis in the opacifiers in Roman turquoise tesserae; and
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ACCEPTED MANUSCRIPT Henderson (1991), where a higher ratio of sodium to calcium oxides (and less manganese oxide) was
416
detected in Roman turquoise brooch enamel relative to cobalt blue or white enamel. Since Ca2Sb2O7 is
417
reported as the dominant phase in most coloured opaque Roman glass, a number of authors have
418
noted when CaSb2O6 is present instead, which is generally in turquoise glass. Di Bella et al. (2014)
419
detected CaSb2O6 as the dominant phase in turquoise tesserae from Sicily dating to the late 3rd or
420
early 4th centuries AD (see also Brun et al. (1989)). Silvestri et al. (2012) observed CaSb2O6 in
421
Roman pale blue, copper oxide coloured tesserae from Italy; Gliozzo et al. (2012) report other
422
examples, also from Italy. In addition some of the 3rd-century blue tesserae analysed by Ricciardia et
423
al. (2009) were coloured by copper oxide and contained high ratios of sodium to calcium oxides and
424
very little manganese oxide.
425
One influential factor may be that the type of base glass used had a noticeable effect on the final
426
colour of the copper oxide. This is demonstrated by the greener hue of the plant ash type copper oxide
427
coloured tesserae amongst the West Clacton assemblage, because the colour produced is influenced
428
by the concentrations of other compounds in the glass, such as the oxides of iron, manganese and
429
magnesium. High concentrations of alkalis and lower working temperatures are reported to produce
430
bluer (as opposed to green) hues in glasses and glazes coloured by copper oxide (Weyl 1953; Jackson
431
and Cottam 2015). Therefore Sb-glass and recycled Sb-Mn glass may have been selected because
432
their composition, with a higher concentration of sodium oxide and lower levels of manganese oxide,
433
ensured a brighter turquoise hue.
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6.2 Green and red glass
436
The colourant used to make the West Clacton opaque red glass contained high levels of lead but, if
437
this is subtracted, the reduced composition is similar to the emerald green glass containing elevated
438
levels of potassium, magnesium and phosphorus oxides (Figure 5), which are indicative of a
439
contribution from plant ash (Turner 1956). Although soda-rich plant ashes were often used for glass
440
production in the past (Mirti et al. 2008; Sayre and Smith 1967), Roman red and green glass (Jackson
ACCEPTED MANUSCRIPT et al. 2009), as well as some other colours, such as black (Cagno et al. 2014) are distinctive, and
442
contain considerably more phosphorus oxide and a higher ratio of soda to potassium and magnesium
443
oxides than typical plant ash glasses (Jackson and Cottam 2015; Henderson 1996; Lemke 1998). The
444
first observation suggests that a different type of plant ash was used in the production of these colours
445
whereas the second may indicate that the glass also contains a natron component. The reasons for
446
including plant ashes are unclear but fresh plant ash glass has been shown to play an important role in
447
the production of medieval red glass because remnants of carbonaceous matter help to maintain
448
reducing conditions (Kunicki-Goldfinger et al. 2014). Figure 5 illustrates the elevated levels of
449
potassium and magnesium oxides in the base glass compositions of the red, and some green, tesserae
450
relative to the other colours from West Clacton; contemporary emerald green vessel glass or red glass
451
also contains elevated levels of these oxides (Henderson 1996; Lemke 1998; Paynter and Schibille
452
forthcoming).
453
Although lumps and strips of red glass have been found elsewhere in the UK (Bayley 2001 and 2005)
454
these are compositionally similar to earlier types of red glass dating to the Iron Age (Henderson 1991,
455
type 1), which contain considerably more lead oxide than the West Clacton red tesserae. The lower
456
lead composition of the West Clacton red glass (Henderson 1991, type 2) is typical for the Romano-
457
British period and consistent with the suspected 2nd century AD date of the assemblage. The very
458
lead-rich red glass typical of the British Iron Age, mentioned above (Henderson 1991), is reused red
459
slag from silver refining (Stapleton et al. 1999). Red slag was produced during certain stages of silver
460
refining in the Roman period and could potentially have been used as a colourant to make opaque red
461
glass (Mass et al. 1998); the composition of the slag differed depending on the type of alloy being
462
refined, the composition of the hearth used and any additional fluxes added. Analysed samples of
463
silver refining slag from Roman Xanten contained high concentrations of lead, copper and calcium
464
oxides with elevated tin and zinc oxides (Rehren and Kraus 1999), consistent with the traits identified
465
for the red tesserae analysed here. Red glass, matching the West Clacton composition, could be
466
produced by adding red slag from silver refining to a plant ash type base glass, similar to that used for
467
emerald green vessel glass, in a ratio of about 1:4 (slag to glass) by weight. Experimental work
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ACCEPTED MANUSCRIPT 468
(Roman glassmakers 2002) has demonstrated the benefits of preparing a red colourant first, then
469
adding it to the glass, rather than trying to produce the red colour in situ (Kunicki-Goldfinger et al.
470
2014).
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7.
Conclusions
473
The glassworkers making this strongly coloured glass generally made use of existing supplies of
474
transparent natron glass, predominantly the naturally coloured (blue green) types, to which they added
475
the required colourants and opacifiers. Whilst there is documentary and archaeological evidence for
476
the production of Roman colourless and naturally coloured glass (Picon et al. 2008; Eichholz 1962),
477
mainly in the Eastern Mediterranean near to the required raw materials, there is little to suggest where
478
strongly coloured glass was made. The small size of the cakes of coloured glass produced for trade,
479
and the less frequent occurrence of strong colours in glass assemblages (Price and Cottam 1998), both
480
suggest that coloured glass was made and used on a much smaller scale than either colourless or
481
naturally coloured glass, potentially at specialist workshops. The ability of a workshop to produce
482
strongly coloured glass was dependent on whether the glassworkers had the necessary expertise, and
483
access to the raw materials required to make the colourants and opacifiers; sources of glass to use as a
484
base would have been easily obtained in comparison. Although copper and lead would have been
485
plentiful, antimony and cobalt minerals were more limited. For many colours, such as yellow and
486
probably red, the colourant was prepared first, and then added to the base glass. The opacifiers were
487
varyingly soluble in the glass, and the glass would have been worked as little as possible to preserve
488
the colour.
489
This study has highlighted differences in the types of glass used as a base for particular colours and
490
also the variable crystalline form of the opacifiers resulting in each case. Although different forms of
491
calcium antimonate opacifer have been identified previously in turquoise glass, the ratio of sodium to
492
calcium oxides in the base glass has not previously been considered as an important factor. The high
493
concentrations of calcium oxide in the manganese bearing glass types (high-Mn and low-Mn), and
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ACCEPTED MANUSCRIPT their widespread availability in the period of interest, made them intrinsically suitable for producing
495
calcium antimonate opacified colours. In contrast the high ratio of sodium to calcium oxides in the
496
antimony colourless (Sb) glass made it less suitable for opaque colours, although it was used to
497
striking effect to produce brilliant transparent cobalt blue vessel glass, some of which was reused to
498
make tesserae here. The mixed Sb-Mn glass with an intermediate composition was also used for
499
opaque glass however, most often for turquoise but also for pale grey-blue and yellow. Regional and
500
chronological variations in the availability of different glass types to use as a base may have played a
501
part, but it appears that glassworkers preferred certain base glass types for turquoise glass in particular
502
because similar trends have been identified amongst enamels and tesserae from a number of different
503
sites; these possibilities can be investigated further as more data becomes available.
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8.
Acknowledgments
506
We would like to thank Colchester Archaeological Trust, and also Dr Caroline Jackson and Professor
507
Jennifer Price for sharing their expertise on Roman opaque coloured glass. Thank you also to
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anonymous referees for suggesting additional references to broaden the scope of the paper.
509
510
9.
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Arletti, R., Quartieri, S., Vezzalini, G., 2006. Glass mosaic tesserae from Pompeii: an archaeometric
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al investigation. Per Mineral 76, 25–38.
513
Barag, D., 1987. Recent Important Epigraphic Discoveries Related to the History of Glassmaking in
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the Roman Period. In: Annales de l’Association Internationale pour l’Histoire du Verre v. 10, Madrid
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and Segovia, 1985. AIHV, 109–116.
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Bayley, J., 2001. Evidence for the production and use of opaque red glass in Roman Britain. In:
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Annales du 15e Congrès de l’Association Internationale pour l’Histoire du Verre. AIHV, 45–8.
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Paynter, S., Schibille, N., forthcoming. The polychrome glass from Roman Chester. In: Edwards, J.,
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Paynter, S. (Eds.), Recent research and new discoveries in glass and ceramics: proceedings of the
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conference in memory of Sarah Jennings. MPRG Occasional Paper, MPRG, London.
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Picon, M., Thirion-Merle, V., Vichy, M., 2008. Les verres au natron et les verres aux cendres du Wadi
619
Natrun (Egypte). Bulletin de l’Association Française pour l’Archéologie du Verre, 36–41.
620
Price, J., Cottam, S., 1998. Romano-British glass vessels: a handbook. Practical Handbooks in
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Archaeology No. 14, CBA, York.
622
Rehren, Th., Kraus, K., 1999. Cupel and crucible: the refining of debased silver in the Colonia Ulpia
623
Traiana, Xanten. Journal of Roman Archaeology 12, 263–272.
624
Rehren, Th., 2003. Comments on J. L. Mass, M. T. Wypiski and R. E. Stone, ‘Malkata and Lisht
625
glassmaking technologies: towards a specific link between second millennium BC metallurgists and
626
glassmakers’. Archaeometry 45, 185–198.
627
Ricciardia, P., Colombana, P., Tourniéa, A., Macchiarolab, M., Ayedc, N., 2009. A non-invasive
628
study of Roman Age mosaic glass tesserae by means of Raman spectroscopy. Journal of
629
Archaeological Science 36(11), 2551–2559.
630
Roman Glassmakers, 2002. Sealing wax red. Unpublished Newsletter 3,
631
http://www.romanglassmakers.co.uk/
632
Sayre, E.V., Smith, R.W., 1967. Some materials of glass manufacturing in Antiquity. In: Levey, M.,
633
(Ed.), Archaeological chemistry. University of Pennsylvania Press, Pennsylvania, pp. 279–311.
634
Shortland, A., J., 2002. The use and origin of antimonate colorants in early Egyptian glass.
635
Archaeometry 44(4), 517–530.
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ACCEPTED MANUSCRIPT Silvestri, A., Molin, G. and Salviulo, G., 2008, The colourless glass of Iulia Felix, Journal of
637
Archaeological Science, 35, 331-341.
638
Silvestri, A., Tonietto, S., Molin, G., Guerriero, P., 2012. The palaeo-Christian glass mosaic of St.
639
Prosdocimus (Padova, Italy): archaeometric characterisation of tesserae with antimony- or
640
phosphorus-based opacifiers. Journal of Archaeological Science 39(7), 2177–2190.
641
Stapleton, C.P., Freestone, I.C., Bowman, S.G.E., 1999. Composition and origin of early mediaeval
642
opaque red enamel from Britain and Ireland. Journal of Archaeological Science 26, 913–921.
643
Turner, W.E.S., 1956. Studies in ancient glasses and glassmaking processes, part V: raw materials and
644
melting processes. Glass Technology 40, 277–300.
645
van der Werf, I., Mangone, A., Giannossa, L.C., Traini, A., Laviano, R., Coralini, A., Sabbatini, L.,
646
2009. Archaeometric investigation of Roman tesserae from Herculaneum (Italy) by the combined use
647
of complementary micro-destructive analytical techniques. Journal of Archaeological Science 36,
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2625–2634.
649
Vicenzi, E. P., Eggins, S., Logan, A., Wysoczanski, R., 2002. Microbeam characterization of Corning
650
archaeological reference glasses: new additions to the Smithsonian microbeam standard collection.
651
Journal of Research of the National Institute of Standards and Technology 107, 719–727.
652
Wedepohl, K.H., Baumann, A., 2000. The use of marine molluskan shells for Roman glass and local
653
raw glass production in the Eifel area (Western Germany). Naturwissen 87(3), 129–132.
654
Weyl, W., 1953. Coloured glasses. Society of Glass Technology, Sheffield.
655
Zienkiewicz, J.D., 1993. Excavations at the Scamnum Tribunorum at Caerleon: the Legionary
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Museum Site, 1983–5. Britannia 24, 27–140.
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Captions
ACCEPTED MANUSCRIPT 659
Tables
661
Table 1: SEM-EDS analyses of glass standards (wt%), average of 5 analyses, and ICP-MS analyses of
662
standards (wt% and ppm), bd = below detection limit, compared with reported values (Vicenzi et al.
663
2002).
RI PT
660
664
Table 2: Composition of tesserae and cakes (wt%), average of at least 3 SEM-EDS, analyses of bulk
666
areas, bd = below detection
SC
665
667
Appendix A: SEM-EDS data for the tesserae in wt%, normalised, with probable base glass: Mn, Sb,
669
Sb-Mn or PA (plant ash component).
670 671
Appendix B: ICP-MS data for selected tesserae, ppm
Figures
674
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672 673
M AN U
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Figure 1: Some of the analysed tesserae, clockwise from top left: samples 24 and 20 (opaque red), 18
676
(translucent emerald green), 17 (opaque emerald green), 6 (mid-green), 51 (opaque yellow), 12 and 14
677
(opaque turquoise), 67 (opaque pale grey-blue), 19 (transparent dark blue) and 176 (opaque dark to
678
mid-blue).
679
Figure 2: The fragments of the opaque dark to mid-blue and turquoise cakes of glass (left and right
680
respectively) and one each of the tesserae cut from the cakes (bottom centre).
681
Figures 3a, b and c: Plots of the ICP-MS results (ppm) and average SEM-EDS results (wt% oxides)
682
for lead, copper and antimony respectively for the West Clacton samples analysed by both techniques.
AC C
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ACCEPTED MANUSCRIPT Figure 4: Plot comparing the average bulk compositions of the West Clacton cakes and tesserae to the
684
three main types of raw Roman natron glass, and the mixed Sb-Mn glass resulting from recycling
685
(data from Jackson and Paynter 2015). The hollow circle is the translucent dark blue tesserae 19, with
686
<0.05wt% MnO (made with Sb base glass), the grey-filled circles are tesserae and cakes containing
687
0.05-0.3wt% MnO (turquoise cake and tesserae 15 and 12, and yellow tessera 64, all made with Sb-
688
Mn base glass) and the solid circles contain the most MnO, >0.3wt% (cobalt blue tesserae and cake,
689
yellow and green tesserae, made with Mn base glass).
690
Figure 5: A plot showing the potassium and magnesium oxide concentrations in the West Clacton
691
tesserae (reduced compositions) compared to emerald green vessel glass (from Henderson 1996 and
692
Lemke 1998).
693
Figure 6a: A plot showing the correlation between the concentrations of antimony, arsenic and lead in
694
the cobalt coloured glass (ppm by ICP-MS, wt% oxides based on average composition by SEM-EDS).
695
Solid symbols are for opaque blue glass, grey-filled symbol is pale grey-blue glass, and hollow
696
symbol is transparent blue glass.
697
Figure 6b: A plot showing the correlation between the concentrations of cobalt, copper and nickel in
698
the cobalt coloured glass (ppm by ICP-MS). Solid symbols are for opaque blue glass, grey-filled
699
symbol is pale grey-blue glass, and hollow symbol is transparent blue glass.
700
Figure 7: SEM image of an opaque turquoise tessera showing large potassium antimonate crystals
701
(white), voids (black) and scattered small calcium antimonate CaSb2O6 crystals (white flecks).
702
Figure 8: An SEM image of a dissolving mixed mineral inclusion in a yellow tessera, including many
703
feldspar grains (dark grey), with increased concentrations of lead in the vicinity of the inclusion (light
704
grey areas) and small lead antimonate crystals (white flecks) surrounding it.
705
AC C
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ACCEPTED MANUSCRIPT
1.20 Na2O 14.12 14.30 16.20 17.00 14.80 14.39
K2 O 2.56 2.84 1.18 1.00 13.92 11.30 K2O 3.05 2.87 1.17 1.00 0.43 0.41
CaO 4.64 5.07 10.02 8.56 18.30 14.80 CaO 5.30 5.03 8.96 8.56 7.29 7.11
TiO2 0.81 0.79 0.09 0.09 0.31 0.38 TiO2 0.88 0.79 0.13 0.09 0.02 0.02
MnO bd 0.82 0.26 0.25 0.56 0.55 MnO 1.06 1.00 0.25 0.25 <0.1 -
Fe2O3 0.27 0.34 0.33 0.34 0.40 0.52 Fe2O3 1.02 1.09 0.31 0.34 <0.1 0.04
CoO 0.19 0.18 0.05 0.05 0.02 0.02 CoO 0.17 0.17 <0.1 0.05 <0.1 -
RI PT
Known SEM-EDS Corning A Measured Known Corning B Measured Known NIST 620 Measured Known
SO3 <1.2 0.10 1.43 0.50 <1.2 0.30 SO3 0.20 0.10 0.65 0.50 0.27 0.28
SC
17.00
P2O5 0.06 0.14 0.68 0.82 4.15 3.93 P2O5 0.15 0.13 0.85 0.82 <0.1 bd
M AN U
Known
Corning D Measured 1.74
SiO2 nm 34.87 nm 61.55 nm 55.24 SiO2 66.84 66.56 60.38 61.55 72.43 72.08
TE D
1.07
Al2O3 0.74 0.87 5.02 4.36 6.49 5.30 Al2O3 0.96 1.00 4.14 4.36 1.90 1.80
EP
Known
Corning B Measured 20.63
MgO 2.42 2.76 1.24 1.03 5.06 3.94 MgO 2.71 2.66 1.01 1.03 3.84 3.69
AC C
Na2O
ICP-MS
Corning C Measured 1.02
CuO 1.17 1.13 2.83 2.66 0.37 0.38 CuO 1.25 1.17 2.79 2.66 <0.1 -
SnO2 0.17 0.19 0.01 0.04 0.02 0.10 SnO2 0.29 0.19 <0.2 0.04 <0.2 -
Sb2O5 0.00 0.03 0.24 0.46 0.20 0.97 Sb2O5 1.92 1.75 0.62 0.46 <0.2 -
BaO 11.77 11.40 0.09 0.12 0.34 0.51 BaO 0.46 0.56 <0.2 0.12 <0.2 -
PbO 39.45 36.70 0.53 0.61 0.25 0.48 PbO <0.2 0.12 0.51 0.61 <0.2 -
ACCEPTED MANUSCRIPT
0.14 0.05 0.14 0.04 <0.1 0.17 0.03 0.17 0.04 0.24 0.05 0.14 0.02 0.13 0.03 0.14 0.03 0.21 0.06 0.15 0.01 0.15 0.05 0.10 0.05 0.15 0.02 0.17 0.06
0.27 0.07 0.33 0.03 0.34 0.06 0.32 0.09 0.29 0.06 0.34 0.02 0.45 0.07 0.34 0.10 0.31 0.13
1.23 0.02 1.05 0.03 1.07 0.02 1.10 0.04 1.34 0.03 1.18 0.04 1.12 0.03 0.90 0.03 1.16 0.03 1.14 0.02 1.23 0.05 1.20 0.03 1.23 0.05 1.09 0.02 1.15 0.06 1.17 0.05 1.15 0.07 1.08 0.03 0.75 0.02 1.03 0.01 1.04 0.15
<0.1 -
TiO2
CaO 2.11 0.02 2.00 0.06 2.07 0.06 0.63 0.02 0.71 0.04 0.62 0.02 0.73 0.03 0.59 0.03 0.64 0.03 0.69 0.03 0.72 0.04 0.64 0.04 0.59 0.03 0.67 0.01 0.71 0.05 0.65 0.03 0.62 0.03 0.65 0.03 0.63 0.03 0.67 0.03 0.65 0.05
7.17 0.02 6.95 0.13 7.05 0.10 4.80 0.04 5.50 0.13 5.65 0.28 6.71 0.05 6.35 0.08 6.87 0.09 6.59 0.08 6.52 0.07 6.82 0.04 6.71 0.06 7.27 0.04 7.05 0.22 7.21 0.08 7.04 0.12 7.18 0.16 6.37 0.07 7.08 0.05 7.27 0.31
MnO 0.21 0.04 0.17 0.05 0.19 0.02 0.13 0.01
<0.1 0.13 0.02 <0.1 -
FeO
0.13 0.02
<0.1 -
0.13 0.02
<0.1 <0.1 <0.1 <0.1 <0.1 -
0.11 0.00 0.13 0.01 <0.1 <0.1 <0.1 <0.1 -
0.93 0.03 0.90 0.06 0.90 0.03 0.47 0.06 0.24 0.01 0.44 0.06 0.58 0.02 0.83 0.02 0.31 0.03 0.45 0.04 0.60 0.02 0.44 0.06 0.44 0.04 0.65 0.03 0.53 0.05 0.69 0.04 0.47 0.08 0.58 0.04 0.72 0.04 0.69 0.04 0.57 0.13
1.69 0.05 1.55 0.07 1.61 0.03 0.94 0.07 0.61 0.05 0.67 0.09 0.66 0.03 0.57 0.03 0.53 0.03 0.64 0.04 0.52 0.06 0.59 0.03 0.61 0.05 0.70 0.03 0.55 0.04 0.64 0.06 0.56 0.09 0.69 0.06 0.87 0.01 0.67 0.06 0.68 0.13
CoO <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 -
CuO
RI PT
<0.1 <0.1 -
K2 O
Cl 0.28 0.04 0.28 0.07 0.27 0.04 0.30 0.06 0.47 0.11 0.30 0.04 0.27 0.08 0.30 0.05 0.22 0.03 0.31 0.01 0.27 0.04 0.21
SC
SO3 1.18 0.02 1.10 0.09 1.08 0.01
M AN U
P2O5 53.69 0.28 61.19 0.45 61.48 0.13 60.63 0.48 61.95 0.24 64.18 1.45 63.89 0.36 58.04 0.21 66.95 0.24 64.06 0.28 68.77 0.12 66.58 0.57 66.96 0.43 67.07 0.13 68.35 0.45 67.61 0.27 67.85 0.60 66.80 0.32 63.30 0.38 67.01 0.25 66.85 1.56
TE D
SiO2 2.14 0.03 2.21 0.04 2.18 0.01 1.96 0.08 2.58 0.19 2.07 0.06 2.27 0.08 2.52 0.07 2.42 0.01 2.25 0.06 2.21 0.16 2.20 0.11 2.14 0.07 2.25 0.03 2.38 0.06 2.29 0.05 2.32 0.08 2.29 0.06 2.16 0.04 2.30 0.07 2.26 0.07
EP
Na2O Al2O3 MgO 13.30 2.79 0.19 0.07 15.60 2.71 0.37 0.00 15.34 2.61 0.16 0.11 15.97 0.49 0.09 0.06 16.85 0.46 0.39 0.04 15.99 0.48 0.42 0.06 15.48 0.57 0.11 0.04 13.47 0.51 0.05 0.03 15.74 0.45 0.14 0.03 15.21 0.45 0.17 0.09 15.99 0.61 0.12 0.04 15.18 0.41 0.10 0.06 14.78 0.41 0.07 0.04 15.85 0.45 0.07 0.06 16.11 0.49 0.32 0.02 16.20 0.47 0.13 0.05 17.20 0.51 0.29 0.04 16.58 0.51 0.18 0.04 15.48 0.42 0.08 0.02 16.42 0.52 0.08 0.03 16.31 0.51 0.49 0.03
AC C
Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev
<0.1 <0.1 <0.1 0.34 0.03
<0.1 <0.1 -
<0.1 <0.1 <0.1 -
ZnO 2.11 0.04 1.80 0.03 1.79 <0.1 0.02 <0.1 <0.1 <0.1 2.61 <0.1 0.05 1.65 <0.1 0.04 1.12 <0.1 0.15 0.97 <0.1 0.01 0.15 <0.1 0.05 0.74 <0.1 0.05 0.35 <0.1 0.04 0.13 <0.1 0.04 0.12 <0.1 0.01 <0.1 <0.1 <0.1 0.46 <0.1 0.02 0.13 <0.1 0.02 0.11 <0.1 0.00 -
SnO2 0.14 0.05 0.11 0.02
Sb2O5 0.84 0.15 0.42 0.15 0.46 0.05
<0.2 0.23 0.04 <0.2 0.41 0.08 <0.2 <0.2 0.24 0.03 <0.2 0.28 0.01 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 -
PbO 0.39 0.06 0.39 0.04 0.21 0.00 1.48 0.06 1.12 0.20 0.83 0.20 0.49 0.09 1.16 0.09 0.25 0.03 0.52 0.14 0.30 0.09 0.36 0.06 0.29 0.06 1.81 0.22 1.24 0.34 1.44 0.13 0.96 0.44 1.63 0.27 5.70 0.27 1.67 0.16 1.76 0.99
9.96 0.13 1.63 0.11 1.62 0.12 10.93 0.46 7.87 0.43 7.23 1.90 4.16 0.32 12.80 0.09 2.90 0.31 6.27 0.22 1.64 0.10 4.22 0.62 5.10 0.61 1.45 0.10 0.69 0.17 0.95 0.14 0.67 0.36 1.36 0.11 2.05 0.09 1.18 0.06 1.34 0.82
ACCEPTED MANUSCRIPT
0.13 0.04 0.19 0.04 0.15 0.02 0.15 0.02 0.17 0.04 0.17 0.07 0.46 0.01 0.15 0.01 <0.1 <0.1 <0.1 <0.1 -
0.32 0.07 0.33 0.06 0.28 0.00 0.33 0.03 0.54 0.06 0.53 0.06 0.47 0.07 0.24 0.03 0.24 0.03 0.40 0.09 0.59 0.06 0.36 0.05 0.42 0.04
1.19 0.04 1.18 0.09 1.20 0.02 1.13 0.02 1.02 0.06 0.97 0.02 0.91 0.02 1.22 0.03 1.23 0.02 1.56 0.02 1.05 0.03 1.54 0.03 1.40 0.04
0.61 0.01 0.63 0.03 0.57 0.04 0.66 0.03 0.67 0.04 0.62 0.03 0.65 0.01 1.11 0.02 0.68 0.04 0.57 0.02 0.61 0.02 0.62 0.03 0.54 0.06
7.00 0.05 7.63 0.20 7.68 0.04 7.02 0.05 6.16 0.16 5.94 0.04 6.50 0.08 6.86 0.04 7.16 0.08 5.68 0.04 5.15 0.04 5.73 0.06 5.59 0.07
<0.1 <0.1 <0.1 <0.1 <0.1 0.12 0.03 0.09 0.04 0.12 0.01 0.14 0.03 0.15 0.01 0.11 0.01 0.15 0.02 0.12 <0.1 0.03 -
0.42 0.02 0.51 0.13 0.48 0.02 0.68 0.04 0.29 0.02 0.24 0.02 0.46 0.04 0.93 0.02 0.38 0.02 0.22 0.02 0.09 0.04 0.20 0.03
0.56 0.03 0.49 0.11 0.46 0.04 0.63 0.07 0.69 0.03 0.67 0.03 0.62 0.02 0.67 0.05 2.56 0.07 0.56 0.02 0.53 0.01 0.54 0.08 0.63 0.04
<0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 -
RI PT
<0.1 -
SC
67.64 0.32 68.83 0.99 69.30 0.16 66.96 0.17 65.94 0.25 65.62 0.19 66.04 0.19 65.66 0.24 67.63 0.21 65.66 0.15 64.20 0.22 65.62 0.09 68.89 0.35
M AN U
2.29 0.04 2.37 0.07 2.42 0.05 2.25 0.09 2.28 0.03 2.24 0.04 2.34 0.09 2.17 0.05 2.36 0.07 2.10 0.03 2.10 0.08 2.13 0.07 1.82 0.04
TE D
0.51 0.03 0.47 0.05 0.48 0.02 0.50 0.04 0.52 0.05 0.58 0.06 0.47 0.05 1.25 0.04 0.52 0.06 0.53 0.04 0.42 0.04 0.54 0.03 0.34 0.03
EP
17.30 0.15 15.43 0.32 16.00 0.07 16.39 0.10 17.80 0.11 18.46 0.10 17.05 0.05 16.47 0.08 16.61 0.15 19.05 0.26 18.37 0.20 19.13 0.11 18.50 0.17
AC C
Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev Avg StDev
<0.1 0.11 0.01 0.17 <0.1 0.13 0.03 <0.1 <0.1 <0.1 1.96 0.04 <0.1 0.97 0.05 2.79 0.04 0.98 0.05 0.14 0.03
<0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 -
<0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 -
1.08 0.21 1.00 0.64 0.42 0.03 1.71 0.14 3.43 0.19 3.44 0.16 3.98 0.14 0.21 0.22 0.34 0.20 2.28 0.03 3.57 0.26 2.05 0.03 1.09 0.09
0.70 0.07 0.77 0.59 0.37 0.04 1.24 0.09 0.32 0.11 0.28 0.07 0.18 0.08 0.41 0.11 0.09 0.08 0.20 0.08 0.23 0.09 0.29 0.05 0.25 0.11
AC C
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140000
100000 80000
TE D
60000 40000 20000
0
EP
0 2
AC C
Pb (ICP-MS ppm)
120000
4
6
8
PbO (wt% SEM-EDS)
10
12
14
SC
RI PT
ACCEPTED MANUSCRIPT
M AN U
25000
15000
5000 0 0.0
EP
TE D
10000
0.5
AC C
Cu (ICP-MS ppm)
20000
1.0
1.5 CuO (wt% SEM-EDS)
2.0
2.5
3.0
ACCEPTED MANUSCRIPT
RI PT
25000
SC M AN U
15000
TE D
10000
EP
5000
0 0
AC C
Sb (ICP-MS ppm)
20000
1
2
3 Sb2O5 (wt% SEM-EDS)
4
5
6
AC C
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ACCEPTED MANUSCRIPT Highlights Transparent blue-green (aqua) glass was used as the base for most opaque colours.
•
Changes in base glass composition affect the formation of opacifying crystals.
•
Mixed Sb-Mn (and possibly colourless antimony) glass was used for opaque turquoise.
•
Colourless antimony glass was used to make transparent deep blue glass.
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•
ACCEPTED MANUSCRIPT
WC23
Red
PA
WC62
Yellow
Sb-Mn
WC64
Yellow
Sb-Mn
WC30
Yellow/ Green
Mn
WC3
Green
Mn
WC6
Green
Mn
WC9
Green/ Yellow
Mn
WC11
Green/ Yellow
Mn
WC35
Yellow/ Green
Mn
WC51
Yellow/ Green
Mn
SiO2 53.34 53.61 53.81 54.00 61.05 60.83 61.69 61.43 61.33 61.51 61.63 60.85 60.88 59.91 60.87 61.84 61.74 61.92 62.28 64.11 63.92 64.52 65.07 65.86 61.6 64.19 64.18 63.45 63.73 57.9 58.39 58.09 57.94 57.9 66.67 67.24 66.9 66.98 63.85 64.47 64.03 63.9 68.71 68.65 68.93 68.79 66.02 66.39
P2O5 1.18 1.18 1.16 1.21 1.17 1.00 1.12 1.08 1.09 1.08 1.08 <0.1 <0.1 <0.1 <0.1 0.08 0.12 <0.1 <0.1 <0.1 0.1 <0.1 <0.1 0.17 <0.1 <0.1 0.16 0.11 <0.1 <0.1 <0.1 <0.1 0.13 <0.1 0.15 0.16 0.16 0.22 0.22 0.14 0.13 0.18 0.28 0.19 <0.1 0.26 0.13 0.14
SO3 <0.2 0.25 0.31 <0.2 0.21 0.35 0.29 0.3 0.28 0.2 0.28 0.29 0.22 0.32 0.36 0.57 0.55 0.33 0.42 0.26 0.32 0.29 0.34 0.25 0.34 <0.2 <0.2 0.21 0.32 0.34 0.33 0.25 0.24 0.34 0.21 0.25 0.2 <0.2 <0.2 <0.2 0.3 0.31 0.23 0.27 0.3 <0.2 0.21 <0.2
Cl 1.21 1.22 1.23 1.25 1.06 1.07 1.01 1.07 1.09 1.05 1.06 1.14 1.06 1.09 1.12 1.38 1.32 1.30 1.35 1.15 1.22 1.20 1.17 1.23 1.13 1.15 1.12 1.09 1.10 0.93 0.86 0.88 0.91 0.93 1.12 1.17 1.16 1.20 1.14 1.17 1.14 1.12 1.17 1.25 1.29 1.2 1.17 1.24
K2O 2.13 2.13 2.09 2.09 2.00 1.95 2.06 2.05 2.04 2.16 2.02 0.61 0.65 0.64 0.61 0.75 0.69 0.73 0.66 0.62 0.63 0.61 0.60 0.65 0.60 0.74 0.69 0.73 0.75 0.60 0.54 0.59 0.61 0.60 0.67 0.60 0.63 0.65 0.68 0.68 0.66 0.72 0.69 0.69 0.75 0.76 0.59 0.66
CaO 7.18 7.14 7.17 7.19 6.99 6.81 7.06 7.12 7.13 7.04 6.92 4.76 4.84 4.76 4.82 5.64 5.37 5.41 5.57 5.44 5.63 5.83 5.75 6.01 5.23 6.68 6.78 6.66 6.72 6.29 6.48 6.38 6.3 6.29 6.94 6.95 6.81 6.77 6.55 6.52 6.69 6.61 6.45 6.48 6.54 6.61 6.76 6.82
TiO2 0.25 0.23 0.18 0.18 0.19 0.12 0.21 0.17 0.19 0.21 0.19 0.12 0.11 0.14 0.13 0.14 <0.1 <0.1 <0.1 0.15 0.14 0.12 0.14 0.12 0.10 <0.1 0.10 <0.1 <0.1 0.12 <0.1 0.11 0.15 0.12 0.1 <0.1 <0.1 <0.1 <0.1 0.14 0.1 0.14 0.1 0.1 <0.1 <0.1 <0.1 <0.1
MnO 0.98 0.93 0.92 0.9 0.97 0.87 0.86 0.92 0.89 0.92 0.86 0.42 0.45 0.44 0.55 0.23 0.23 0.24 0.25 0.55 0.43 0.42 0.4 0.45 0.41 0.57 0.60 0.59 0.55 0.84 0.85 0.83 0.81 0.84 0.3 0.32 0.33 0.27 0.48 0.48 0.41 0.42 0.63 0.58 0.58 0.59 0.46 0.41
FeO 1.61 1.71 1.71 1.71 1.62 1.49 1.54 1.6 1.57 1.6 1.65 0.95 0.96 1.01 0.84 0.55 0.64 0.66 0.6 0.55 0.77 0.67 0.64 0.59 0.78 0.62 0.67 0.7 0.66 0.57 0.53 0.55 0.62 0.57 0.56 0.48 0.53 0.53 0.60 0.62 0.66 0.69 0.48 0.6 0.51 0.47 0.62 0.57
RI PT
PA
Al2O3 2.16 2.13 2.17 2.11 2.2 2.25 2.18 2.17 2.20 2.18 2.17 2.00 2.05 1.88 1.92 2.45 2.84 2.61 2.42 1.99 2.13 2.05 2.11 2.12 2.02 2.21 2.21 2.37 2.3 2.54 2.41 2.59 2.51 2.54 2.41 2.44 2.43 2.41 2.22 2.17 2.30 2.30 2.14 2.45 2.13 2.11 2.21 2.18
SC
Red
MgO 2.85 2.84 2.77 2.69 2.71 2.71 2.71 2.62 2.70 2.66 2.46 0.47 0.42 0.51 0.55 0.48 0.46 0.48 0.40 0.61 0.43 0.47 0.47 0.47 0.45 0.62 0.56 0.54 0.55 0.48 0.51 0.55 0.52 0.48 0.42 0.45 0.48 0.44 0.45 0.57 0.39 0.38 0.65 0.58 0.57 0.63 0.44 0.36
M AN U
WC25
Na2O 13.41 13.51 13.12 13.15 15.62 15.96 15.23 15.43 15.22 15.18 15.51 15.95 16.07 15.99 15.85 17.21 16.33 16.77 17.07 15.93 16.18 15.88 16.07 16.57 15.30 15.57 15.4 15.38 15.58 13.51 13.39 13.45 13.51 13.51 15.71 15.88 15.82 15.55 15.15 15.03 15.21 15.44 15.95 16.17 15.9 15.94 15.11 15.08
TE D
Base PA
EP
Colour Red
AC C
Sample WC20
CoO <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.1 <0.1 <0.1 <0.1 <0.1
CuO 2.07 2.10 2.11 2.16 1.77 1.80 1.82 1.77 1.76 1.80 1.81 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 2.59 2.67 2.64 2.55 1.63 1.64 1.71 1.62 1.63 1.13 0.93 1.30 1.10 0.96 0.96 0.97 0.98 0.18 0.1 0.12 0.2 0.77 0.78
ZnO <0.1 <0.1 0.18 0.19 <0.1 0.11 0.13 <0.1 <0.1 <0.1 0.1 <0.1 0.15 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.13 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.11 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1
SnO2 1.06 0.74 0.81 0.74 0.45 0.55 0.25 0.41 0.50 0.51 0.41 <0.2 <0.2 <0.2 <0.2 0.2 <0.2 0.25 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 0.4 0.32 0.4 0.51 <0.2 <0.2 <0.2 0.21 <0.2 <0.2 0.22 <0.2 <0.2 0.26 <0.2 0.21 0.24 0.24 <0.2 <0.2 0.2 <0.2 0.28
Sb2O5 0.43 0.35 <0.2 <0.2 0.41 0.36 <0.2 0.21 <0.2 <0.2 0.21 1.41 1.45 1.55 1.5 1.12 1.26 1.26 0.84 0.91 0.89 0.72 0.75 0.56 1.15 0.46 <0.2 0.41 0.59 1.23 1.07 1.06 1.22 1.23 0.25 0.21 0.26 0.29 0.69 0.35 0.47 0.56 0.4 0.22 0.34 0.23 0.36 0.42
PbO 9.87 9.84 10.1 10.04 1.53 1.75 1.61 1.45 1.71 1.71 1.6 10.89 10.52 11.58 10.73 7.24 8.23 7.94 8.05 7.35 7.12 6.96 6.3 4.97 10.69 3.91 4.15 4.61 3.95 12.83 12.82 12.89 12.65 12.83 3.18 2.59 2.66 3.15 6.41 6.39 6.32 5.95 1.67 1.48 1.7 1.69 4.9 4.31
ACCEPTED MANUSCRIPT
WC108
MidMn translucent blue
WC102
Mid(trans) blue
Mn
WC166
Midblue
Mn
WC147
Midblue
Mn
WC179
Midblue
Mn
WC88
Mid(trans) blue
Mn
WC176
Midblue
Mn
WC82
Pale blue Mn cloudy
1.2 1.19 1.15 1.26 1.26 1.24 1.06 1.11 1.09 1.10 1.14 1.13 1.23 1.10 1.11 1.23 1.19 1.15 1.15 1.15 1.27 1.23 1.11 1.18 1.2 1.06 1.12 1.11 1.07 1.05 1.11 1.07 0.75 0.78 0.74 0.74 1.05 1.02 1.03 1.02 0.81 1.06 0.89 1.18 1.13 1.15 1.15 1.23 1.21 1.18
0.64 0.67 0.54 0.62 0.6 0.58 0.65 0.67 0.67 0.67 0.7 0.74 0.65 0.75 0.64 0.65 0.69 0.62 0.64 0.64 0.62 0.55 0.64 0.61 0.61 0.67 0.6 0.61 0.64 0.67 0.62 0.66 0.61 0.63 0.67 0.62 0.69 0.66 0.7 0.64 0.7 0.67 0.7 0.62 0.6 0.61 0.6 0.62 0.61 0.62
6.84 6.85 6.8 6.7 6.65 6.7 7.28 7.26 7.32 7.22 7.32 6.91 7.12 6.84 7.28 7.26 7.17 7.11 6.94 7.06 7.06 7.23 7.14 7.08 7.23 6.88 6.97 6.99 6.88 7.2 7.33 7.02 6.44 6.32 6.29 6.41 7.1 7.01 7.12 7.09 7.14 7.23 7.06 7.1 7.88 7.19 7.01 6.99 7.06 6.94
<0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.10 <0.1 <0.1 0.13 <0.1 <0.1 <0.1 0.11 <0.1 <0.1 0.11 0.11 <0.1 <0.1 <0.1 0.12 <0.1 0.12 0.14 0.12 0.13 <0.1 <0.1 <0.1 0.11 <0.1 0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.1 <0.1 <0.1 <0.1 0.11 <0.1 0.1 <0.1 0.17 <0.1 <0.1
0.37 0.5 0.38 0.45 0.46 0.45 0.65 0.65 0.67 0.61 0.51 0.6 0.5 0.5 0.7 0.67 0.66 0.74 0.56 0.5 0.44 0.64 0.43 0.41 0.37 0.51 0.41 0.47 0.46 0.62 0.55 0.57 0.74 0.73 0.75 0.67 0.67 0.71 0.73 0.65 0.73 0.64 0.67 0.51 0.40 0.47 0.41 0.41 0.45 0.42
0.57 0.61 0.54 0.61 0.63 0.65 0.66 0.69 0.73 0.73 0.55 0.6 0.51 0.54 0.63 0.6 0.59 0.72 0.65 0.58 0.46 0.42 0.51 0.46 0.54 0.67 0.62 0.59 0.64 0.66 0.65 0.75 0.86 0.86 0.88 0.88 0.68 0.74 0.59 0.65 0.87 0.6 0.79 0.57 0.56 0.69 0.6 0.53 0.54 0.56
RI PT
Mn
<0.2 <0.2 <0.2 0.32 <0.2 0.22 0.33 0.34 0.36 0.28 0.36 0.31 0.41 0.28 0.4 0.24 0.24 0.38 0.33 0.24 0.28 0.22 0.36 0.32 0.18 0.31 0.34 0.29 0.34 0.35 0.34 0.32 0.38 0.52 0.5 0.4 0.32 0.27 0.48 0.27 0.51 0.25 0.44 0.2 0.23 0.21 0.38 0.35 0.23 0.30
SC
Midblue
0.12 0.17 0.13 0.12 0.1 0.17 <0.1 0.16 0.14 0.11 <0.1 <0.1 0.16 0.25 0.16 <0.1 <0.1 0.14 0.11 0.23 0.1 <0.1 <0.1 <0.1 <0.1 0.18 0.11 0.19 0.11 0.11 0.14 0.04 0.13 0.14 0.15 0.18 0.22 0.18 <0.1 0.1 <0.1 0.2 0.1 <0.1 <0.1 <0.1 <0.1 0.23 <0.1 <0.1
M AN U
WC181
66.55 67.36 67.49 67.09 66.49 66.75 66.95 66.96 67.17 67.18 67.75 68.46 68.84 68.36 68 67.56 67.44 67.44 67.13 67.68 68.58 68.49 67.94 68.50 68.60 67.29 67.46 67.59 67.11 66.96 67.01 66.43 63.33 63.35 63.71 62.79 66.66 67.24 67.07 67.08 64.85 67.03 65.00 68.36 68.24 67.61 67.27 67.58 68.04 67.68
TE D
Mn
2.08 2.34 2.20 2.13 2.18 2.04 2.27 2.27 2.24 2.20 2.37 2.39 2.31 2.46 2.26 2.29 2.36 2.26 2.25 2.35 2.40 2.35 2.38 2.35 2.35 2.36 2.37 2.13 2.25 2.26 2.35 2.25 2.18 2.21 2.13 2.13 2.22 2.37 2.34 2.26 2.19 2.27 2.21 2.38 2.27 2.23 2.25 2.32 2.26 2.34
EP
Yellow/ Green
0.48 0.35 0.45 0.44 0.37 0.39 0.53 0.39 0.44 0.44 0.52 0.47 0.50 0.47 0.53 0.47 0.46 0.41 0.51 0.59 0.51 0.47 0.47 0.55 0.47 0.46 0.56 0.51 0.56 0.55 0.51 0.47 0.41 0.44 0.39 0.44 0.54 0.55 0.48 0.52 0.53 0.53 0.48 0.46 0.50 0.55 0.55 0.48 0.51 0.51
AC C
WC61
15.25 15.27 14.89 14.75 14.73 14.76 15.84 15.75 15.90 15.89 16.19 15.76 16.50 15.98 16.04 16.34 16.16 16.24 17.18 17.32 17.50 17.86 17.12 16.81 17.20 16.90 17.15 17.02 17.19 16.44 16.53 16.78 15.45 15.40 15.47 15.58 16.40 16.32 16.48 16.48 15.76 16.22 15.89 16.77 16.22 17.00 17.30 17.18 17.20 17.51
<0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.11 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.10 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.10 <0.1 <0.1 0.10 <0.1 <0.1 0.31 0.37 0.36 0.33 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.1 <0.1 <0.1 <0.1
0.71 0.68 0.35 0.39 0.30 0.36 <0.1 <0.1 0.10 0.16 0.11 0.13 <0.1 0.11 0.01 0.05 0.05 0.11 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.10 0.15 0.14 0.11 <0.1 <0.1 <0.1 0.49 0.45 0.45 0.45 0.13 0.16 0.12 0.12 0.11 0.11 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1
<0.1 0.11 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.12 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1
0.27 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 0.20 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 0.29 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2
0.30 <0.2 0.33 <0.2 0.24 <0.2 2.05 1.95 1.64 1.60 1.46 1.42 0.74 1.32 1.32 1.34 1.55 1.55 1.44 0.79 0.49 0.20 0.89 0.93 0.55 1.69 1.08 1.14 1.35 1.62 1.37 1.9 5.64 5.70 5.40 6.06 1.87 1.55 1.53 1.73 3.13 1.60 2.85 0.98 0.91 1.06 1.38 0.97 0.93 1.03
4.27 3.39 4.44 4.78 5.81 5.35 1.32 1.47 1.44 1.57 0.89 0.69 0.47 0.71 0.77 1.1 0.94 0.97 0.97 0.69 0.16 0.02 0.77 0.62 0.36 0.72 0.75 1.08 1.19 1.34 1.26 1.48 2.17 1.95 2.01 2.05 1.26 1.14 1.18 1.12 2.38 1.41 2.28 0.54 0.66 0.78 0.68 0.75 0.76 0.61
ACCEPTED MANUSCRIPT
WC65
Pale grey- Sb-Mn blue
WC67
Pale grey- Sb-Mn blue
WC69
Pale grey- Mn blue
WC17
Emerald green
PA
WC18
Emerald (trans) green
Mn
WC13
Turqu’se
Sb-Mn
WC12
Turqu’se
Sb-Mn
Cake
Turqu’se
Sb-Mn
WC70
Deep
Sb
Mn
<0.1 <0.1 0.1 <0.1 0.16 0.24 0.17 0.16 0.19 0.15 <0.1 0.17 0.14 0.13 <0.1 0.16 <0.1 0.13 <0.1 <0.1 0.17 <0.1 <0.1 0.14 0.22 0.22 <0.1 0.12 <0.1 0.46 0.47 0.45 0.44 0.15 <0.1 <0.1 0.14 <0.1 <0.1 0.13 <0.1 <0.1 <0.1 <0.1 0.11 0.14 <0.1 <0.1 <0.1 <0.1
0.38 <0.2 <0.2 0.27 0.33 <0.2 0.28 0.28 <0.2 0.31 0.34 0.30 0.36 0.58 0.52 0.59 0.46 0.50 0.65 0.52 0.57 0.57 0.51 0.47 0.48 0.37 0.51 0.49 0.51 0.23 0.22 0.27 <0.2 0.26 <0.2 <0.2 0.22 0.50 0.43 0.30 0.36 0.64 0.62 0.60 0.51 0.42 0.38 0.35 0.30 0.41
1.07 1.21 1.26 1.26 1.11 1.21 1.18 1.18 1.23 1.12 1.15 1.15 1.11 1.03 0.96 0.99 1.1 0.95 0.98 0.99 0.96 1.01 0.97 0.96 0.94 0.93 0.91 0.92 0.88 1.25 1.19 1.23 1.2 1.24 1.23 1.23 1.2 1.59 1.56 1.55 1.54 1.03 1.05 1.09 1.02 1.54 1.53 1.59 1.51 1.37
0.61 0.67 0.64 0.61 0.62 0.63 0.54 0.55 0.57 0.68 0.62 0.66 0.66 0.66 0.71 0.63 0.69 0.64 0.58 0.61 0.63 0.61 0.67 0.61 0.59 0.66 0.65 0.64 0.63 1.08 1.14 1.1 1.11 0.68 0.64 0.73 0.65 0.59 0.54 0.58 0.57 0.63 0.60 0.59 0.62 0.61 0.63 0.58 0.66 0.47
7.5 7.86 7.82 7.57 7.4 7.68 7.67 7.73 7.63 6.94 7.03 7.04 7.06 6.13 6.39 6.08 6.03 5.92 5.98 5.94 5.9 5.88 5.97 5.97 5.95 6.58 6.46 6.41 6.56 6.84 6.85 6.92 6.82 7.04 7.2 7.21 7.17 5.67 5.72 5.71 5.63 5.11 5.12 5.18 5.18 5.71 5.77 5.78 5.65 5.63
<0.1 <0.1 <0.1 0.13 <0.1 0.13 <0.1 <0.1 0.13 <0.1 <0.1 0.11 <0.1 0.13 <0.1 <0.1 0.13 0.10 0.17 0.10 <0.1 0.11 0.11 0.14 0.11 0.05 0.15 0.07 0.07 0.12 0.13 0.12 0.11 0.13 0.17 0.11 0.14 0.14 0.15 <0.1 0.16 0.11 0.10 <0.1 0.11 0.16 0.17 0.13 0.14 0.11
0.66 0.48 0.39 0.38 0.64 0.47 0.47 0.51 0.47 0.71 0.72 0.65 0.63 0.3 0.27 0.3 0.27 0.21 0.24 0.22 0.26 0.26 0.25 0.25 0.24 0.4 0.48 0.49 0.48 0.95 0.91 0.91 0.94 0.38 0.41 0.37 0.37 0.22 0.24 0.20 0.20 0.03 0.12 0.10 0.10 0.24 0.20 0.16 0.19 <0.1
0.62 0.35 0.42 0.46 0.59 0.51 0.43 0.44 0.47 0.72 0.6 0.64 0.56 0.68 0.66 0.68 0.73 0.65 0.69 0.66 0.71 0.65 0.63 0.66 0.69 0.61 0.63 0.65 0.6 0.73 0.66 0.68 0.62 2.59 2.46 2.58 2.61 0.54 0.59 0.55 0.54 0.54 0.53 0.53 0.52 0.54 0.43 0.56 0.61
RI PT
Midblue
67.92 69.39 69.89 69.31 67.62 69.43 69.44 69.12 69.21 66.78 66.92 67.19 66.94 65.91 66.07 66.18 65.6 65.78 65.40 65.29 65.67 65.55 65.70 65.79 65.77 66.25 65.94 65.83 66.15 65.3 65.82 65.78 65.74 67.57 67.57 67.93 67.46 65.82 65.53 65.52 65.75 64.03 64.53 64.11 64.14 65.56 65.72 65.53 65.65 69.49
SC
Cake
2.31 2.47 2.37 2.42 2.30 2.48 2.42 2.38 2.39 2.38 2.18 2.19 2.24 2.25 2.31 2.25 2.31 2.31 2.27 2.19 2.25 2.27 2.18 2.23 2.23 2.46 2.35 2.26 2.30 2.20 2.10 2.17 2.19 2.35 2.27 2.43 2.39 2.07 2.10 2.14 2.09 2.12 2.17 2.13 1.98 2.04 2.14 2.21 2.11 1.85
M AN U
Pale blue Mn cloudy
0.53 0.49 0.49 0.42 0.40 0.46 0.50 0.50 0.46 0.45 0.51 0.50 0.54 0.48 0.48 0.59 0.54 0.54 0.50 0.60 0.63 0.67 0.58 0.52 0.56 0.42 0.50 0.52 0.45 1.23 1.20 1.28 1.27 0.54 0.49 0.45 0.59 0.59 0.51 0.50 0.51 0.44 0.42 0.37 0.45 0.54 0.51 0.53 0.58 0.38
TE D
WC74
15.21 15.63 15.23 15.89 15.18 15.90 15.99 16.06 16.05 16.47 16.25 16.44 16.39 17.79 17.74 17.70 17.95 18.49 18.48 18.39 18.26 18.47 18.57 18.42 18.57 16.99 17.06 17.05 17.10 16.42 16.41 16.47 16.58 16.83 16.54 16.51 16.56 18.72 19.01 19.33 19.13 18.63 18.37 18.15 18.34 19.24 19.02 19.20 19.04 18.31
EP
Pale blue Mn cloudy
AC C
WC78
<0.1 <0.1 <0.1 <0.1 0.14 <0.1 0.11 <0.1 <0.1 0.13 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.1
0.12 <0.1 <0.1 <0.1 0.10 <0.1 0.17 <0.1 <0.1 0.10 0.14 0.12 0.17 <0.1 0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 1.92 1.98 1.94 2.01 <0.1 <0.1 <0.1 <0.1 0.90 0.99 0.97 1.00 2.76 2.74 2.80 2.84 0.93 0.99 0.94 1.04 <0.1
<0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.12 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 0.14 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1 <0.1
<0.2 0.23 0.3 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 0.3 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 0.34 0.32 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2 <0.2
1.56 0.53 0.42 0.68 1.81 <0.3 <0.3 0.44 0.40 1.69 1.83 1.52 1.81 3.60 3.33 3.20 3.57 3.34 3.47 3.68 3.52 3.53 3.48 3.26 3.20 3.80 4.04 4.12 3.96 0.51 0.22 0.07 0.03 0.11 0.46 <0.3 0.45 2.26 2.32 2.29 2.25 3.45 3.29 3.65 3.88 2.03 2.08 2.06 2.01 1.01
1.31 0.26 0.34 0.43 1.49 0.33 0.36 0.42 0.37 1.27 1.33 1.22 1.12 0.23 0.22 0.37 0.44 0.26 0.37 0.26 0.25 0.17 0.21 0.34 0.36 0.15 0.15 0.3 0.12 0.36 0.32 0.39 0.57 0.05 0.17 0.15 0 0.3 0.21 0.15 0.13 0.23 0.22 0.34 0.11 0.28 0.23 0.29 0.36 0.2
ACCEPTED MANUSCRIPT
<0.1 <0.1 0.10 <0.1
0.46 0.45 0.44 0.35
1.42 1.34 1.44 1.43
0.56 0.55 0.62 0.49
5.50 5.59 5.54 5.67
0.16 0.10 <0.1 <0.1
<0.1 <0.1 <0.1 <0.1
0.64 0.56 0.64 0.67
SC
RI PT
68.84 68.86 68.63 68.63
M AN U
1.83 1.78 1.77 1.85
TE D
0.34 0.31 0.36 0.32
EP
18.36 18.59 18.54 18.71
AC C
(trans) blue
<0.1 <0.1 <0.1 0.12
0.16 0.15 0.10 0.14
<0.1 <0.1 <0.1 <0.1
0.23 <0.2 0.29 <0.2
1.16 1.09 0.98 1.20
0.1 0.28 0.38 0.29
ACCEPTED MANUSCRIPT
12 15 18
Co 16307 39142 117867 40110 41141 15862 82853 104803 63066 2000 8115 4521 3659 11709 11930 9374 7235 10295 12857 18023 808 1545 1774 1769 265
Cu 34 12 7 41 15 11 8 6 9 383 167 180 145 397 422 317 226 411 544 2358 120 17 3 18 8
V 13980 19955 12074 3316 126 1217 5628 68 136 485 259 280 383 903 974 722 527 615 789 3460 309 7528 20830 8094 63
Cr 31.8 17 21.8 16 13.1 15.8 14.8 17.4 16 4 14.8 17.1 15.6 16.6 16.6 17 13.9 14.8 16 8.9 16.8 12.1 10.1 13.1 15.1
Ni 18.6 12.4 13 12.9 10.9 10.7 13.1 14.7 13.6 7.3 12.8 11.1 12.3 11.9 12.3 11.4 9.9 11.2 12 13.8 11.7 11.4 10.3 12.8 11.9
Zn 24.2 17.5 16.5 11.3 11.4 10.6 9.9 9.6 10.5 12.5 14 15.3 13.2 22.4 24.1 19.9 17.1 22.7 27.9 91.7 10.6 7.8 7.8 11.9 9.7
As 447 138 34 88 265 27 23 24 24 24 26 17 19 28 34 27 29 24 24 24 27 31 108 34 22
Rb 14.1 31 32.4 54.9 15.7 13.7 23.3 118.2 15.9 15.8 15.5 5.8 4.4 14.7 14 13.5 10.2 10.9 14.5 34.7 29 17.5 50 18.2 7.1
Sr 8.4 10.3 12.4 8 7.7 6.8 9.6 10.1 10.5 4.8 10.2 7 7.9 8.5 9.7 8.7 6.9 8.3 8.4 7.1 9.4 8.1 10.6 8.6 9.6
Y 577 419 439 397 400 394 363 331 326 393 453 449 452 444 452 444 369 420 448 361 418 382 317 389 417
Zr 6.4 7 7.2 5.5 6.5 6 6.2 5.9 5.7 4.8 7.2 7.1 7.2 6.7 6.9 6.9 5.4 6.4 6.5 5.8 6.9 6.4 5.3 6.4 6.9
Nb 7 26 42 7 23 7 35 36 47 26 28 22 19 92 44 44 31 44 42 8 54 65 158 70 27
Mo 0.9 1.3 1.6 0.9 1.1 1 1.9 2.1 1.9 1.1 1.6 1.9 1.4 1.6 1.6 1.5 1.3 1.5 1.4 1 2 2.4 1.8 <0.4 2.3 1.7
Ag Ba 3.3 5.9 1.9 12.9 2.4 10.4 1.5 5.3 1.4 9 1.8 2.5 1.2 6.5 0.9 7.4 1.4 5.2 0.2 <0.8 1.3 <0.8 3.9 11.7 3 7.6 2.4 1.5 2.5 4.2 2.5 3.5 2.2 2.5 1.9 1.8 2.1 1.8 1.3 2.3 1.3 <0.8 0.6 1.7 9 0.7 3.6 1.4 <0.8
La 307 238 271 211 260 240 213 183 203 141 257 285 283 268 259 257 230 250 253 227 239 184 202 266 256
Ce 7 7 7.3 5.5 6.2 6 6.4 6.8 6 4.9 6.7 6.8 6.4 6.7 6.6 6.1 5.5 6.2 6.2 5.3 7 6.8 6.5 7.5 6.9
RI PT
Pb 405 3056 5849 2000 2059 1226 7050 7341 6118 4035 8170 2827 2472 11234 11374 9630 7779 7035 8166 18038 22890 12425 14673 12053 1919
SC
Cake
Sb 325 1278 814 255 691 78 671 429 325 24 25 6 14 60 65 55 43 26 19 117 15 106 506 88 18
M AN U
88 102 108 166 176 179 69
Sn 889 388 415 502 320 369 524 695 608 220 369 329 311 419 366 366 293 344 330 212 430 667 529 691 426
TE D
Cake
Colour P Ti Red 4739 Green 473 Green 494 Green /yellow 1404 Yellow green 667 Yellow green 971 Yellow 592 Yellow 375 Yellow (chips) 431 Deep blue (trans) 71 Pale blue 595 Pale cloudy blue 631 Pale cloudy blue 502 Mid-blue 716 Mid-blue (trans) 705 Mid-blue (trans) 645 Mid-blue (trans) 576 Mid-blue 757 Mid-blue 581 Mid-blue 592 Pale grey-blue 511 Turquoise 384 Turquoise 438 Turquoise 431 Emerald (trans) 548
EP
21 3 6 10 30 35 51 62 64 19 66 74 78
AC C
Sample
Nd 13.8 12.4 12.1 10.2 11.2 10.9 12.5 12.6 11.6 9.4 12.6 12.1 12.1 11.9 11.9 11.1 10.1 10.9 11.1 8.6 12.5 12.7 11.7 13.2 13.1
Hf 6.5 7.4 6.6 5.4 5.9 5.5 6.8 5.7 5.5 4.5 6.6 6.4 5.9 6.4 6.5 6.4 5.6 6.2 5.9 4.6 6.4 6.4 6 6.7 6.9
0.1 2.5 1.1 0.1 0.4 0.2 0.7 0.6 1.1 0.7 0.7 0.8 0.3 1.2 1.3 1.3 0.8 1.3 1.3 0.2 1.4 1.7 1.4 1.3 0.7
Au <0.3 <0.3 <0.3 <0.3 <0.3 <0.3 <0.3 <0.3 <0.3 <0.3 <0.3
Tl
2 1.8 <0.3 0.8 0.7 0.7 0.5 0.5 <0.3 <0.3 <0.3 1.7 <0.3 <0.3
Bi 7 17.6 50 16.9 17.6 6.8 34.8 42.5 25.9 0.8 3.4 2.2 1.8 4.9 5.2 4.1 3.1 4.4 5.5 7.4 0.4 0.6 0.7 0.7 0.1
Th 1 1.1 1 1.8 0.8 0.9 0.9 0.2 0.6
<0.04 0.1 <0.04 0.1 0.4 0.6 0.6 0.4 0.2 0.2 0.2 <0.04 <0.04 0.2 <0.04 <0.04
Li 0.3 2.1 1.6 0.3 0.7 0.2 1 1.1 1.1 0.4 0.5 1.5 1.1 1 1.5 1.5 0.9 1.5 1.2 0.1 1.3 1.3 1.5 1.1 0.7
Be 5.7 4.1 6.4 4.6 2.9 4.3 4.6 5 5 2 5.8 5 5.3 4.8 4.2 4.7 3.9 5 4.4 2.3 2.8 4.8 3.9 4.5 4.5
0.3 0.9 <0.1 0.3 0.3 0.2 0.2 0.2 0.2 <0.1 0.4 0.6 0.5 0.2 0.4 0.2 <0.1 0.3 0.4 <0.1 0.4 0.3 <0.1 0.3 0.2