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    Ceramic production and provenience at Gordion, Central Anatolia

    Peter Grave a,*, Lisa Kealhofer b, Ben Marsh c, G. Kenneth Sams d, Mary Voigt e, Keith DeVries f

    aArchaeology & Palaeoanthropology, University of New England, C02 Building, Armidale NSW, AustraliabAnthropology/Environmental Studies Institute, Santa Clara University, Santa Clara, CA, USAc Geography and Environmental Studies, Bucknell University, Lewisburg, PA, USAd Department of Classics, University of North Carolina, Chapel Hill, NC, USAeAnthropology, College of William and Mary, Williamsburg, VA, USAfUniversity of Pennsylvania Museum of Archaeology & Anthropology, Philadelphia, PA, USA

    a r t i c l e i n f o

    Article history:

    Received 2 February 2009

    Received in revised form

    22 May 2009

    Accepted 28 May 2009

    Keywords:

    Turkey

    Political economy

    NAA

    Anatolian Iron Age ceramics project

    a b s t r a c t

    Phrygian Gordion was the political center of an influential Iron Age polity that extended across west

    central Anatolia during the first half of the 1st millennium BC. Though the borders of this polity remain

    vague a characteristic of the Phrygian footprint is the distribution of highly distinctive ceramics. Theextent to which Gordion potters were the originators of these wares remains uncertain. In this paper weuse Neutron Activation Analysis (NAA) to establish the local signature of predominantly Iron Age

    ceramics for this site by combining samples from several decades of excavation with an extensiveregional sediment sequence. We also compare previous NAA work at Gordion to suggest that the

    formative stages of the Phrygian state appears to have involved a more extensive network of non-localspecialist producers than previously thought.

    Crown Copyright 2009 Published by Elsevier Ltd. All rights reserved.

    1. Introduction

    Understanding the political and economic organization of theIron Age state of Phrygia in central Anatolia requires data related tolocal production as well as regional exchange patterns. In this paperwe seek to characterize local ceramic production at Gordion, the

    capital of the Phrygian state, so that we can better understand thecomplexity of both local and regional exchange patterns in relationto the Phrygian political economy (Fig. 1). To achieve this we useNeutron Activation Analysis (NAA) to compositionally compare

    a relatively large sample of sediments from the Gordion regionwithexcavated ceramics from the site.

    Establishing local production for ceramics (or additive tech-nologies) is often not as straightforward as establishing prove-

    nience for raw materials like obsidian. Social, economic, andtechnological variables combine to alter the geo-chemical finger-print of the clay sources potters used. In addition, the identificationof the original quarries in this case clay beds is often impossible,

    given both erosional and depositional processes in what arecommonly highly altered landscapes. In this paper, we define localproduction through a systematic sampling of the baseline geology,

    a bottom up ceramic sampling strategy, and through assumptionsbased on relative group sizes.

    A previous NAA study of Gordion ceramics (Henrickson andBlackman, 1996) defined not only local production, but provided

    a set of interpretations about the changing production andeconomic trajectories at Gordion from the Late Bronze Age into theIron Age. Here, we re-analyze these datasets in relation to ourgeologically established local. Combining these two large NAA

    datasets provides a new perspective on the nature of productionand exchange during the Iron Age in Phrygia.

    2. Background

    2.1. Gordion

    The archaeological site of Gordion (modern Yasshoyuk),100 km

    SW of Ankara in central Turkey, has a long sequence of occupation,from at least the Early Bronze Age through to the Medieval period

    (Fig.1). By theearly1st millennium BC, Gordion becamethe politicalbase for the emerging state of Phrygia, which controlled much ofinland western Anatolia over the first half of the 1st millennium BC

    (Sams, 1995; Voigt and Henrickson, 2000). The largest scale settle-ment at the site occurred during the Iron Age and the subsequentHellenistic period. Best known historicallyas the seat of King Midas,the Gordion landscape includes an impressive array of more than

    100 burial mounds of Phrygian and later Hellenistic elites.Gordion lies on the floodplain of the Sakarya River within

    a broad valley system (Fig. 1b). Tertiary evaporites and pale silts* Corresponding author.

    E-mail address: [email protected] (P. Grave).

    Contents lists available at ScienceDirect

    Journal of Archaeological Science

    j o u r n a l h o m e p a g e : h t t p : / / w w w . e l s e v i e r . c o m / l o c a t e / j a s

    0305-4403/$ see front matter Crown Copyright 2009 Published by Elsevier Ltd. All rights reserved.

    doi:10.1016/j.jas.2009.05.029

    Journal of Archaeological Science 36 (20 09) 21622176

    mailto:[email protected]://www.sciencedirect.com/science/journal/03054403http://www.elsevier.com/locate/jashttp://www.elsevier.com/locate/jashttp://www.sciencedirect.com/science/journal/03054403mailto:[email protected]
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    dominate the landscape near the site and into the inhospitablelands to the west (Erentoz, 2002). Toward the east, the geologyshifts to Tertiary continental clastics, and later basalts in the

    uplands. Locally some sediments are heavily altered by hydro-thermal processes. Heavily weathered soils and pediments overlaythe bedrock. Much of this material was removed by erosion,beginning by the Early Bronze Age, that redeposited sediments

    within the small stream floodplains. The Sakarya River has aggra-ded deeply since the Bronze Age with pale silts.

    The site has had three major phases of excavation. The earliest

    wasby the Korte brothers at the turn of the 20th century (Korte andKorte, 1904). The second phase followed World War II, when

    Rodney Young re-initiated excavations both of the Citadel Moundand of adjacent tumuli (Young,1951). On the mound, Youngfocused

    on the Palace Area, and ultimately exposed a Destruction Levelthat he believed dated to the time of the Kimmerian invasion andcaused the collapse of Phrygia. Youngs excavations ended abruptly

    after his death in 1974. The third and latest phase began in the late1980s, when excavations and survey resumed at Gordion underProject Director G. Kenneth Sams and Field Director Mary Voigt(Voigt, 1994; Voigt, DeVries, et al., 1997). Voigts goals were to

    betterdefine the stratigraphic sequence at the site, establish a morerefined absolute chronology, explore non-elite areas of the site, andgenerally gain a greater understanding of the domestic andindustrial side of Gordions occupations.

    The most recent phase of excavation included systematic study

    of local ceramic productionfrom the Late Bronze Agethrough to theHellenistic period (Henrickson, 1993, 1994, 1995; Henrickson and

    Blackman, 1996; Henrickson, Vandiver, et al., 2002). An importantcomponent of that work was the comparison of large scale ceramicproduction at the site for the Late Bronze Age (YHSS 9-8, c. 14001200 BC) and the Early Phrygian period (YHSS 6B, 950800 BC).

    This was done using elemental data (NAA) for a comparatively largesample of ceramics excavated by Voigt from well defined archae-ological contexts as well as samples of clay from the local region(Henrickson and Blackman, 1996). Henrickson and Blackman

    documented a major shift in resource use between the two periodsand flagged the character of local production at Gordion as highlycomplex. One of the more surprising aspects of their study was theidentification of compositional groups as either Late Bronze or Early

    Phrygian with little overlap between the two periods.

    In 2003 we commenced a large scale assessment of non-local

    ceramics at Iron Age sites across Western Anatolia (Anatolian IronAge ceramics project (AIA): http://aia.une.edu.au). The project goalsfocused on understanding exchange and emulation during the IronAge, as new political economies emerged after the collapse of the

    Late Bronze Age empires in the eastern Mediterranean, particularlyAnatolia. Gordion, as one of the best excavated Iron Age sites in theregion, provided a foundation for developing a more nuancedunderstanding of emerging regional polities. In addition, we were

    able to build on a settlement and landscape survey project whichprovided a detailed geological and geomorphological backgroundfor defining local sediments and their ancient distribution

    (Kealhofer, 2005; Marsh, 2005).This paper has two aims. The first is to present the results of our

    first phase of ceramic analyses for Gordion (20032005), andspecifically to define the pattern of non-local and locally madeceramics. A broad methodological goal of the AIA project is to

    incorporate legacy NAA datasets to extend the scale and research

    Fig. 1. a: map of Turkey showing location of Gordion (Yassihoyuk); b: composite map of geology and topography for Gordion and hinterland with locations of sediment samples and

    compositional group attributions as discussed in text and presented in Table 2a and b.

    Fig. 2. Histogram of the Gordion sample population by chronological phase (EPEarly

    Phrygian:- 10th9th c. BCE; MPMiddle Phrygian:- 8thmid 6th. c. BCE; LP Late

    Phrygian:- mid 6thmid 4th. c. BCE; Hellenistic:- mid 4thearly 2nd c. BCE; Roman:-

    1st BCE3rd c. CE).

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 21622176 2163

    http://aia.une.edu.au/http://aia.une.edu.au/
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    depth of our analytic program. Given the previous extensive NAAdataset of Henrickson and Blackman (1996), a further aim of thepresent study is to compare and contrast the analysis and inter-pretations of both NAA datasets. Together this extensive corpus of

    material, from both Young (this study) and Voigt excavations(Henrickson and Blackman, 1996 and this study), provides theplatform for more detailed, future analyses of exchange and

    emulation during the Phrygian periods.

    3. Methodology

    Understanding trade and exchange is predicated on the possi-bility of differentiating between local and non-local production. To

    achieve this we employ two strategies. First, we work closely withsite ceramicists with long experience with the local and non-localassemblages to target ceramics defined as local, non-local, andunknown based on typological and fabric criteria. Second, the

    geomorphology of the region is studied, and the regionalsedimentary sequences are differentiated. In this case, prior workby project geomorphologist, both in relation to the site and thefloodplain and in relation to the regional catchments, provided an

    in-depth understanding of the ancient regional environments and

    sediment sequences (Marsh, 1999, 2005).In 2003, the ceramics available for analysis included a limited

    numberof samplebags savedfrom specificYoungexcavation contexts

    that hadnot been registered, aswellas a much larger array of samplesfrom the more recent Voigt excavations (although a smaller array ofPhrygian period material). With the aid of Keith DeVries, Ken Sams,

    and Robert Henrickson an assemblage of ceramics from these twoexcavations was sampled (Fig. 2). Of this set, 146 Young excavationsamples and 133 Voigt excavation samples were chosen for analysishere (n 279). Most samples were chosen specifically because they

    were thought to be non-local. Some samples, however, were includedas a measure of what ceramicists identified as local.

    A total of 73 sediment samples were also chosen for analysis, 24from stream sediment cores and 49 from different geological

    sediments around the region (Fig. 1b, Table 2a). Rather than

    attempting to find ancient clay beds, most likely buried in thisheavily eroded landscape, the focus here is on characterizing the

    entire geological and sedimentary variability in a w20 km radiusaround the site.

    Elsewhere we have detailed our sampling, processing, andanalysis procedures (Grave, Kealhofer et al., 2008; Kealhofer, Grave,

    et al., in press). In summary, ceramic and sediment samples arephotographed and recorded in the field, and prepared at the

    University of New England for NAA. Comparatively large (1 g)samples are submitted for NAA, with the advantage of minimizing

    measurement distortions due to sample heterogeneity, a particularconcern in the analysis of sediments and coarse ceramics. The NAAdataset, composed of twenty three elements with good counting

    statistics are then processed through an iterative multivariateroutine of Principal Components Analysis (PCA) and CanonicalVariates Analysis (CVA), identifying and removing outliers, identi-fying and removing non-local groups, and ultimately differenti-

    ating the range of locally produced geo-chemical groups.

    3.1. Standards

    We routinely include replicates of three NIST standards (SRM

    679, SRM 1633b, and SRM 2711) in the NAA sample runs both asquality control checks for individual datasets and for individual

    elements, and as an important element in published NAA datasetsto enable long term comparison and correction by future studies(Table 1).

    3.2. Sediment fitting

    Our approach assumes that geologically comprehensive sedi-ment collection will contain samples that approximate the

    elemental profile of the local ceramic signature (see also Kealhofer,Grave, et al., in press). However, sediments are not the same asclays; minimally, they will have a coarser rock component andexhibit a greater degree of compositional heterogeneity. Typically,

    summed NAA results for each sediment sample are up to 30%

    Table 1

    NAA results for three standard reference materials (SRM 697, 2711 and 1633b), National Institute for Standards and Technology, Washington D.C. Table shows experimental

    resultsfor replicates measured duringthe analysis of the Gordionceramic samplepresentedin this paper. Results aregivenas mean valueswith % coefficient of variation (C.V.)

    alongside certified/published values for each element and the deviation of theexperimental mean from the certified/published values (% recovery). Elements reported as parts

    per million (ppm) unless otherwise indicated.

    SRM 1633b (n4) SRM 679 (n4) SRM 2711 (n5) ppm SRM 1633b SRM 679 SRM 2711

    Avg. C.V. Avg. C.V. Avg. C.V. Cert/pub % Recovery Cert/pub % Recovery Cert/pub % Recovery

    Ba 667.50 9.02 442.09 8.08 684.67 3.31 Ba 709.00 94.15 432.20 102.29 726.00 94.31

    Ca% 1.95 22.18 2.81 11.42 Ca% 1.51 128.97 0.16 2.88 97.71Ce 181.40 2.07 102.48 0.95 72.38 5.30 Ce 190.00 95.47 105.00 97.60 69.00 104.89

    Co 48.94 3.56 25.77 2.19 10.07 7.87 Co 50.00 97.88 26.00 99.12 10.00 100.68

    Cr 203.90 4.59 109.06 2.53 47.58 6.62 Cr 198.20 102.87 109.70 99.42 47.00 101.23

    Cs 10.31 2.68 9.65 7.22 6.57 4.29 Cs 11.00 93.75 9.60 100.52 6.10 107.67

    Eu 3.96 1.71 1.82 6.67 1.09 3.39 Eu 4.10 96.52 1.90 95.92 1.10 99.27

    Fe% 7.79 2.43 9.06 1.01 2.88 2.62 Fe% 7.78 100.10 9.05 100.08 2.89 99.72

    Hf 6.78 2.58 4.18 3.72 7.61 1.41 Hf 6.80 99.71 4.60 90.82 7.30 104.27

    K% 2.01 35.02 2.81 18.07 K% 1.95 2.43 82.61 2.45 114.78

    La 87.86 1.27 50.55 0.97 37.63 2.69 La 94.00 93.47 40.00 94.08

    Lu 1.02 8.98 0.53 7.70 0.45 4.65 Lu 1.20 84.58

    Na 0.20 0.00 0.13 0.00 0.88 55.98 Na 0.20 99.50 0.13 99.69 1.14 77.19

    Rb 132.09 18.72 177.09 10.57 109.02 9.19 Rb 140.00 94.35 190.00 93.20 110.00 99.11

    Sb 5.07 3.47 0.78 1.18 19.61 3.64 Sb 6.00 84.50

    Sc 40.08 1.13 22.42 9.21 9.27 1.52 Sc 41.00 97.76 22.50 99.64 9.00 102.98

    Sm 18.26 1.62 9.03 0.76 5.93 2.42 Sm 20.00 91.28 5.90 100.47

    Ta 2.25 26.01 1.31 22.54 1.59 23.67 Ta 1.80 125.00 2.47 64.29

    Tb 2.71 4.54 1.25 12.89 0.81 12.48 Tb 2.60 104.23 Th 25.13 1.44 13.92 3.02 13.41 2.81 Th 25.70 97.78 14.00 97.60 14.00 95.79

    U 8.05 11.27 2.12 16.06 2.58 7.80 U 8.79 91.52 2.60 9 9.31

    Yb 7.26 2.21 3.63 3.72 3.00 4.61 Yb 7.60 95.56 2.70 111.04

    Zn 186.88 14.57 112.81 8.36 349.17 4.26 Zn 210.00 88.99 150.00 69.50 350.40 99.65

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 216221762164

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    below summed values for ceramic samples. This difference reflects

    the diluting effects of dominant but non-measured elements (i.e.silicon and magnesium in basalts and clastics, and sulphur inevaporites). The compositional differences between ceramic andsediment profiles can be expressed as the % difference between

    elemental averages (Table 3). The majority of elements are moreconcentrated in the ceramics but are not equally weighted. Toaccommodate this variability the multivariate sediment centroid ismade equivalent to the multivariate ceramic centroid1:

    Ceramicavg=Sedimentavg

    *Sedimentsample

    This fitting technique, effectively aligning both datasets inmultivariate space facilitates matching likely sediment sources forlocal ceramics around a common multivariate centroid withoutdistorting multivariate structural differences between sediment

    and ceramic groups.

    4. Results

    Prior to comparing the ceramics with sediments both datasets

    were analyzed separately using a standard multivariate protocoldetailed elsewhere (Grave, Kealhofer et al., 2008). For the initial

    ceramic dataset two broad groups were identified with different

    Table 2a

    Description, and UTM locations for Gordion sediments used in this study and identified in Fig. 1b.

    Grp# AIA # Description Field numbers UTM zone UTM E UTM N

    i 305 Silty core @ 80 cm Suluklu floodplain 01-3-1 36 416842 4388284

    i 310 Silt bank @ 45 cm, marl & basalt sed 01-5-1 36 416853 4382199

    i 318 Silty core @ 225 cm basaltic sed near river 01-7-7 36 413966 4396129

    i 319 Silty core @ 295 cm basaltic sed near river 01-7-10 36 413966 4396129

    i 320 Sandy core @ 250 cm near basalt mts 01-8-5 36 421170 4388782

    i 2341 Surface sample, BA mound wash 06_34 36 422164 4387735i 2342 Sandy silt sed below pediment 06_35 36 422263 4387101

    i 2346 Sandy loam basaltic pediment sed, dark 06_39 36 420728 4386516

    i 2361 Dark clay surface loam Sabanozu plain 06_54 36 416681 4396202

    i 3972 Sand-sized basalt small stream sed @ Sabanozu G6 36 422898 4397314

    ii 307 Silty core @ 308 cm Suluklu floodplain 01-3-11 36 416842 4388284

    ii 308 Gravelly bank, @ 85 cm basaltic sed 01-4-4 36 420953 4387884

    ii 321 Sandy core @ 530 cm near basalt mts 01-8-11 36 421170 4388782

    ii 2350 Pediment sed in low-basalt catchment 06_43 36 417099 4383634

    ii 2353 Silt-loam basalt-rich sed below Upinar 06_46 36 421455 4380644

    ii 2354 Light-colored silt-loam sed below Upinar 06_47 36 421634 4380797

    iii 306 Silty core @ 165 cm Suluklu floodplain 01-3-2 36 416842 4388284

    iii 322 Sandy core @ 775 cm near basalt mts 01-8-15 36 421170 4388782

    iii 323 Silt-sand core @ 255 cm, near tumulus MM 01-9A-1 36 415166 4390094

    iii 324 Silt-sand core @ 360 cm, near tumulus MM 01-9A-4 36 415166 4390094

    iii 325 Silt-sand core @ 470 cm, near tumulus MM 01-9A-8 36 415166 4390094

    iii 326 Pale silt core @ 165 cm below marl banks 01-12-4 36 408846 4392693

    iii 2332 Red expansive clay in Suluklu fan at river 06_25 36 412977 4389945

    iii 2338 Fresh sandy basaltic sediment below ekerdeksz 06_31 36 418663 4386573

    iii 2343 Sandy basaltic pediment sed 06_36 36 422164 4386594

    iii 2352 Weather basalt near Dua Dag Rd. 06_45 36 419407 4384078

    iii 2355 Silty BA mound material at ekerdeksz 06_48 36 418889 4388170

    iii 2359 Silt-clay stream bottom below Sabanozu 06_52 36 419865 4396518

    iv 311 Silt bank @ 155 cm, marl & basalt sed 01-5-7 36 416853 4382199

    iv 312 Silt bank @ 230 cm, marl & basalt sed 01-5-11 36 416853 4382199

    iv 313 Silty core @ 160 cm deep silty floodplain 01-6-3 36 416460 4392478

    iv 314 Silty core @ 245 cm deep silty floodplain 01-6-6 36 416460 4392478

    iv 315 Silty core @ 330 cm deep silty floodplain 01-6-9 36 416460 4392478

    iv 316 Silty core @ 560 cm deep silty floodplain 01-6-18 36 416460 4392478

    iv 317 Silty core @ 75 cm basaltic sed near river 01-7-1 36 413966 4396129

    iv 2351 Clay-rich soil, continental clastics 06_44 36 417293 4383902

    v 2331 Brick wash in Middle Phrygian layer, Citadel mound 06_24 36 412266 4389533

    v 2356 Silty surface sed Suluklu tributary 06_49 36 419793 4389132

    v 2357 Silt from deep historic sedimentation T4 area 06_50 36 418410 4390761

    v 2358 Pale silt low pediment SW Sabanozu 06_51 36 418395 4395482

    v 2360 Silty abandoned plain Sabanozu stream 06_53 36 417169 4394758

    v 2370 Silty M Phrygian brick wash S edge Citadel mound 06_63 36 412428 4389361

    vi 327 Pale silt core @ 265 cm below marl banks 01-12-8 36 408846 4392693

    vi 328 Pale silt core @ 360 cm below marl banks 01-12-12 36 408846 4392693

    vi 329 Silty core @ 308 cm Suluklu floodplain 01-3-7 36 416842 4388284

    vi 2333 Silt Sakarya R. sed N of mound @ 200 cm 06_26 36 412246 4389805

    vi 2334 Silt Sakarya R. sed N of mound @ 400 cm 06_27 36 412246 4389805

    vi 2335 Gleyed silt-clay in Sakara R. dredge pile 06_28 36 412012 4389442

    vi 2336 Silt Sakarya sed S. of mound @100 cm 06_29 36 411799 4389049

    vi 2367 Clay Porsuk floodplain dredgings at Kiranharman 06_60 36 411645 4392510

    vi 2369 Silt Sakarya sed 300 cm 06_62 36 412279 4389836

    vi 3969 Marly slope wash G2 36 413799 4392952

    1 Where Ceramicavg is the average of all of the datasets value for an individual

    element, and Sedimentavg is the average of all of the sediment datasets values for

    the same element. Sedimentsample is the value of a single sample for the same

    element.

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 21622176 2165

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    trajectories in the multivariate projections. These were thenanalyzed iteratively with outer groups and outliers identified andremoved until only a core cluster of 106 samples remained. This

    group could be decomposed intotwo major subgroups(YH A and B)that in turn contained smaller internal clusters and outliers(Table 4).

    4.1. Sediments establishing local

    Of the 73 sediment samples analyzed, 21 were removed fromfurther analysis due to their relatively impoverished compositional

    profiles. The remaining 52 samples separated into six composi-tional groups, YH ivi (Fig. 3a; Table 2b). An important methodo-logical step in the sediment analysis is to establish overallcompositional trajectories in multivariate projections that relates

    the sediment groups to landscape locales.

    Compositional distinctions between these six groups reflecteda discontinuous trajectory from basalt to marl. This can be mostreadily expressed in a bi-variate plot of calcium and iron showing

    how groups vary between calcium rich marl-type compositions toiron rich basalts (Fig. 3b). YH i and ii are basalt-derived sediments,with YH ii revealing more chemical weathering. YH iii and v are

    dominated by pediment soils derived from the clastic lake depositsrocks, with YH iii located closer to the basaltic uplands. YH iv and viare floodplain deposits from deep, silt-rich sections. YH vi is heavilymarl-dominated. The basalt groups are defined by relatively higher

    concentrations of iron, scandium, zinc, cobalt and are depleted incalcium, rubidium, and cesium. YH vi has more calcium, cesium,thorium, uranium, and chromium. While a clear trajectory frommarls to basalts is evident in the YH sediments, mapping individual

    members of these groups back into the landscape reveals theYH

    v(n

    6)

    Avg.

    288

    8.7

    3

    34.8

    15.8

    142

    6.4

    7

    0.7

    5

    2.8

    6

    2.3

    5

    1.7

    8

    17.6

    0.1

    9

    0.5

    6

    53.3

    0.6

    5

    9.4

    2

    2.9

    4

    0.7

    0.2

    5.6

    2

    .17

    1.2

    8

    47.8

    646

    C.V.

    7.7

    3

    17.8

    10.5

    6.2

    1

    15.2

    15.5

    13.1

    9.7

    5

    5.2

    1

    51

    9.4

    3

    9.4

    2

    47.3

    12.1

    12.9

    8.6

    9

    9.1

    7

    18.1

    155

    10

    30

    .6

    7.6

    6

    16.7

    vi

    327

    410

    10

    33

    18

    260

    9.3

    0.6

    4

    2.4

    9

    2.5

    1.1

    19.5

    0.1

    9

    0.3

    2

    55

    1

    8.8

    2.9

    0.6

    0.4

    7.6

    1

    .7

    1.3

    36

    882

    vi

    328

    250

    10

    34

    20

    284

    11

    0.7

    2.8

    6

    2.4

    1.4

    19

    0.2

    1

    0.3

    3

    63

    0.9

    10

    3

    0.7

    0.4

    7.2

    2

    .1

    1.3

    49

    774

    vi

    329

    260

    9.2

    34

    23

    384

    14

    0.6

    6

    2.9

    8

    2.7

    1.1

    20

    0.2

    2

    0.3

    8

    69

    1.1

    10.3

    3.1

    4

    0.7

    0.4

    8.1

    2

    .2

    1.4

    49

    898

    vi

    2333

    320

    9.4

    44

    18

    197

    13

    0.8

    6

    3.3

    8

    3

    1.7

    22.3

    0.2

    4

    0.4

    6

    71

    1

    11.6

    3.7

    0.8

    0

    7.4

    1

    .8

    1.5

    54

    786

    vi

    2334

    240

    11

    38

    15

    291

    13

    0.7

    7

    2.5

    7

    3.1

    1.4

    19.8

    0.2

    0.6

    9

    63

    0.8

    9.1

    3.3

    5

    0.7

    0

    6.7

    2

    .3

    1.4

    40

    764

    vi

    2335

    260

    11

    34

    12

    288

    11

    0.5

    9

    2.0

    9

    2.7

    1.2

    17.4

    0.1

    9

    0.6

    4

    49

    0.7

    7.2

    2.8

    4

    0

    0

    6.2

    2

    1.2

    38

    748

    vi

    2336

    310

    9.4

    40

    20

    273

    9.4

    0.8

    3.3

    6

    2.7

    2.1

    20.5

    0.2

    3

    0.8

    1

    66

    0.9

    11.4

    3.4

    9

    0.7

    0.6

    7.2

    2

    .8

    1.5

    58

    845

    vi

    2367

    250

    7.5

    42

    20

    431

    22

    0.7

    7

    3.0

    9

    2.8

    1.5

    21.8

    0.2

    1

    0.4

    3

    74

    1

    10.9

    3.2

    7

    0.6

    0.5

    8.9

    3

    .2

    1.4

    55

    962

    vi

    2369

    260

    13

    36

    15

    188

    22

    0.7

    9

    2.6

    4

    2.4

    0

    18.3

    0.2

    0.4

    7

    66

    0.9

    9.4

    3.0

    9

    0.6

    0

    6.7

    1

    .8

    1.4

    51

    700

    vi

    3969

    280

    10

    39

    15

    126

    18

    0.7

    3

    2.5

    7

    2.2

    1.5

    20.5

    0.1

    6

    0.3

    1

    76

    1.3

    8.4

    1

    2.9

    4

    1

    0.4

    7.4

    4

    .9

    1.1

    54

    673

    YH

    vi

    (n

    10)

    Avg.

    284

    10.1

    37.4

    17.6

    272

    14.3

    0.7

    3

    2.8

    2.6

    5

    1.3

    19.9

    0.2

    1

    0.4

    8

    65.2

    0.9

    6

    9.7

    1

    3.1

    7

    0.6

    4

    0.2

    7

    7.3

    4

    2

    .48

    1.3

    5

    48.4

    803

    C.V.

    18.1

    14.3

    10.2

    18.8

    33

    33.6

    11.4

    14.6

    10.6

    42

    7.4

    7

    11.1

    35.7

    12.7

    17.2

    14.4

    8.7

    7

    39.8

    89.1

    10.4

    39

    .2

    9.4

    16

    Table 3

    To compensate for a systematic offset between sediments and the ceramics

    compositions they most closely match (i.e. and therefore presumed to be local)

    a fitting factor is calculated as discussed in the text. This table shows the combined

    means of thegeneralceramicgroups YH A and YH B,and of sediment groups (YHivi)

    (note the lower S for the sediment mean), and the factor ((Ceramicavg/Sed-

    imentavg) Sedimentsample)) to combine the sediments and YH A/B ceramics over

    the same (ceramic sample) centroid.

    YH A & B YH sed. (ivi) (Ceramicavg/Sedimentavg)

    Sedimentsample

    Avg. Avg. Fitting factor

    Ba 374.10 320.21 1.1683

    Ca% 8.02 6.89 1.1632

    Ce 49.58 39.79 1.2459

    Co 28.40 20.88 1.3607

    Cr 286.48 195.90 1.4624

    Cs 7.17 7.44 0.9633

    Eu 1.16 0.95 1.2275

    Fe% 4.80 3.76 1.2761

    Hf 3.70 2.90 1.2766

    K% 2.70 1.85 1.4561

    La 25.77 21.19 1.2162

    Lu 0.27 0.23 1.1712

    Na% 0.98 0.78 1.2572

    Rb 83.63 62.32 1.3419

    Sb 0.92 0.74 1.2294Sc 16.99 12.59 1.3495

    Sm 4.47 3.63 1.2330

    Ta 0.98 0.88 1.1109

    Tb 0.58 0.41 1.4056

    Th 8.74 6.48 1.3492

    U 1.69 1.60 1.0519

    Yb 1.90 1.54 1.2303

    Zn 96.71 54.72 1.7672

    P1009.73 767.69

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    sedimentary complexity of the local region, both in space and overtime (Fig. 1b).

    To define the local component of the ceramic assemblage, thesediment groups are compared with the largerceramic assemblage.Prior to applying the sediment fitting procedure both sediments

    and ceramics are analyzed together. Reassuringly, this combinedanalysis showed that the large core ceramic group of 106 sampleswas the most proximate to the sediments. Following sedimentfitting to the multivariate centroid of the core ceramic group,

    a partial match between sediment and ceramic groups highlightedthe fact that notall sediments in the environsof the sitewould havebeen suitable for ceramic production (Fig. 3c). The clastic-derived

    YH sediments iiiand v match with the YHA ceramics, whilebasaltic

    YH sediments i and ii match with the YH B ceramics. The remaining

    floodplain sediments (iv and vi) are without ceramic matches.

    4.2. Defining the non-local ceramics

    Correlation of local sediments with ceramics was used toidentify the most probable local component of the ceramic sample.

    Beyond the local ceramics, multivariate analysis identified a struc-turally complex suite composed of small groups and singletons.When compared with other Iron Age sites in the region, the PCAprojection of the non-local component of the Gordion sample

    (Fig. 3d, Table 5) is both large and highly diverse reflecting their

    Table 4

    Summary statistics for the local component of the Gordion NAA dataset identified organized by the two major compositional groups: marl (YH A) and basaltic (YH B) and their

    subsets givinggroup identification, numberof samples in each group,average value and % coefficient of variation (C.V.). Belowdetection limit measurements marked with .

    YH A 1 (n 20) 1.1 (n17) 1.2 (n4) 1.3 (n 3) 1.4 (n3) 1.5 (n3)

    Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V.

    Ba 317.50 21.51 447.47 24.95 227.50 29.46 299.67 25.22 266.00 34.03 284.67 10.26

    Ca% 10.55 15.89 8.98 29.60 11.50 11.23 14.47 8.89 8.09 5.34 5.81 6.90

    Ce 44.09 11.12 49.16 10.03 31.00 7.90 41.83 5.39 54.75 4.26 40.57 5.96

    Co 24.88 17.04 19.27 21.73 24.25 11.36 16.10 10.26 30.15 3.99 27.43 56.43Cr 273.80 27.67 266.29 33.63 341.25 18.27 222.33 12.76 298.50 3.55 231.00 13.93

    Cs 7.45 24.76 7.11 36.23 6.08 19.91 11.21 44.78 12.14 28.66 6.76 16.37

    Eu 1.02 14.41 1.05 12.18 0.79 10.49 0.74 17.57 1.15 19.14 1.15 19.39

    Fe% 4.08 10.85 3.44 10.91 3.56 10.38 2.79 8.92 4.62 4.59 4.55 19.27

    Hf 3.56 18.75 3.71 15.92 2.03 16.32 3.02 8.41 4.09 6.06 3.21 12.15

    K% 2.45 24.20 2.73 26.08 3.15 12.83 2.09 34.71 2.31 11.96 2.05 15.34

    La 22.95 9.63 26.38 10.13 16.55 3.61 20.73 6.07 28.85 8.58 21.07 3.56

    Lu 0.26 8.58 0.25 9.44 0.20 8.65 0.14 86.90 0.26 0.00 0.32 9.45

    Na% 1.06 27.79 0.96 20.83 0.81 22.87 0.65 6.97 0.78 2.74 1.38 24.98

    Rb 65.50 27.44 65.81 20.18 53.50 6.38 66.80 16.48 104.25 24.08 34.60 87.06

    Sb 0.82 20.73 0.86 22.15 0.70 11.66 0.90 22.22 0.97 6.59 3.13 67.53

    Sc 13.52 13.20 11.78 8.56 13.43 5.88 9.97 8.99 16.90 5.02 21.20 12.68

    Sm 4.01 8.72 4.19 9.12 2.87 3.08 3.47 1.80 4.59 5.55 3.89 8.88

    Ta 1.11 48.98 0.90 71.30 0.73 68.85 0.80 106.80

    Tb 0.35 104.65 0.58 50.64 0.15 200.00 0.42 88.19 0.75 9.43 0.75 5.53

    Th 7.52 21.18 8.41 9.09 5.43 10.89 7.28 10.99 11.05 4.48 8.96 15.18

    U 1.66 81.52 1.89 63.35 2.50 36.22 1.30 108.51 1.34 141.42 0.47 173.21Yb 1.77 10.64 1.64 9.71 1.33 7.23 1.43 10.66 1.97 0.36 2.37 2.32

    Zn 88.56 17.60 73.44 13.39 97.00 16.47 73.50 30.60 94.55 11.14 87.53 6.58P898.48 1006.29 846.27 801.64 948.03 792.86

    YH B 2 (n30) 2.05 (n3) 2.1 (n8) 2.3 (n3)

    Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V.

    Ba 432.63 27.24 414.00 9.40 294.75 48.22 305.00 9.97

    Ca% 5.96 17.01 5.79 41.76 6.29 10.25 2.54 15.82

    Ce 57.00 6.83 51.50 2.39 47.70 5.37 49.33 3.10

    Co 34.57 17.65 37.63 15.53 30.04 9.77 39.53 21.14

    Cr 300.03 10.89 338.33 13.33 266.88 5.66 364.00 20.53

    Cs 6.14 14.15 8.06 11.02 8.87 8.52 5.01 25.69

    Eu 1.39 13.13 1.13 10.89 1.15 7.21 1.36 17.54

    Fe% 5.94 8.00 6.07 7.28 5.47 5.65 6.33 8.29

    Hf 3.94 9.57 4.06 5.49 3.87 8.86 4.17 1.46

    K% 2.92 20.17 3.00 24.35 2.56 22.04 2.51 37.64

    La 29.22 7.07 25.93 6.79 24.45 3.23 26.67 1.32Lu 0.30 7.56 0.31 1.84 0.35 5.62 0.32 6.25

    Na% 0.98 20.79 0.90 7.12 0.99 15.34 1.19 17.22

    Rb 104.13 23.47 109.83 18.34 108.66 23.24 78.77 20.49

    Sb 1.08 15.06 1.12 23.77 0.84 20.92 0.61 26.56

    Sc 20.90 7.67 21.97 3.92 21.58 4.14 22.57 8.08

    Sm 5.25 6.87 4.76 3.18 4.36 7.60 4.80 1.70

    Ta 1.18 53.23 0.39 173.21 0.54 149.20 1.68 15.85

    Tb 0.76 40.57 0.54 87.21 0.58 62.18 1.07 21.04

    Th 9.83 8.08 10.02 7.74 9.71 2.87 7.67 4.91

    U 1.60 86.83 1.58 86.99 2.01 45.59 0.97 93.87

    Yb 2.06 9.92 2.18 7.12 2.36 9.97 2.10 8.25

    Zn 113.74 15.09 110.67 7.52 97.84 16.32 122.10 22.04P1141.57 1159.76 941.85 1050.29

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    compositional and geological heterogeneity (see Grave, Kealhofer,et al., 2008; Kealhofer, Grave, et al., in press).

    4.3. Characterising the ceramic assemblage

    A total of 10 local (YH 1-2.3 and local outliers; n106) and 29non-local groups (YH 3-2000 and non-local outliers; n173) were

    identified (Tables 4, 5 and 6). Outliers include 12 local and 17 non-local samples. All outliers were removed from further analysis.

    4.3.1. Local ceramics (n106)

    Local ceramics are defined both by their abundance and their

    matches with local sediment samples (Fig. 3c). YH A includes YH 1and its subgroups, while YH B is composed of YH 2 and itssubgroups. Of these two clusters, YH 1 and its subgroups aremarginally larger (n 50). The subgroups, within both local clus-

    ters, may reflect shifts in clay source location within a similargeology or shifts in processing over time. In general, both local YHclusters are common in all periods. The local YH 2 cluster (includingsubgroups) is proportionally about one-half as common as the

    local YH 1 cluster over time. The one main exception is during the

    Late Phrygian (LP), when YH 2 is nearly as abundant as YH 1 (seeTable 6). This suggests considerable continuity in local ceramicproduction.

    Both of the main local groups have different chronologicaltrajectories (Table 6). YH 1 is first used in the Middle Phrygian (MP)period, and is most common at that time; however its usecontinues into the Hellenistic period. YH 1.1 and 1.2 begin in the

    Early Phrygian (EP) period, but 1.1 follows a similar trajectory to YH1, while 1.2 is last used in the LP. YH 1.4 and 1.5 were only used inthe MP and LP.

    YH 2 is used throughout the periods studied, but is most

    common during the LP, overshadowing any other group at anyother time. In the Roman period it is the only local YH group rep-resented. YH 2.1 and 2.3 are used only during the Phrygian periods,and only YH 2 and 2.3 date earlier than the MP. Additional, rare,

    local sources are used throughout the sitesoccupation (singletons).However, these patterns are based on small group sample sizes andtherefore may not be representative.

    The trajectories of YH 1 and 2 suggest a shift in importance

    between YH 1 and YH 2, which could relate either to shifting sourceavailability or to changing clay preferences (in relation to forms andstyles).

    In the MP, the greatest number of local groups was represented(9), while eight were found in LP. All of the groups found in the LPwere used in the MP, suggesting a very strong continuity in bothclay sources and in clay processing. Both before and after these

    periods four different local clay types were in use, and there is lessoverlap in clay types (only 2 shared: 1.1 and 2).

    4.3.2. Non-local ceramics (n173; 29 groups plus 17 outliers)While the number of local groups is large, the number of non-

    local groups is even greater2 (Table 6). We expect that observed

    compositional diversity will increase with increasing group size(Rhode, 1988) but relative to their size, the Late Phrygian samplehas an unusually high number of non-local groups and the Helle-nistic sample a comparatively low number of non-local groups

    (Fig. 4 inset; Table 6). The LP includes not only the most non-localsamples, but also the greatest number of non-local groups (20).Four groups (YH 10, 600, 900 and 2000) accountfor>5%each of the

    non-local assemblage, while the remainder (16 groups) have 2% of the non-local assemblage are represented in at leasttwo periods. All of the groups with 5% or more of the non-localsample have samples from at least as early as the MP. Nine groupsbegin in or after the LP (all 24% of non-local samples). In general

    terms, there appears to be considerable continuity in exchangepatterns through the Phrygian period, although a significantnumber of new sources were added in the LP. Non-local outliers are

    present in low frequencies in every period. There is one major

    exception to this. During the Hellenistic period, one source standsout as the most dominant non-local source for any period (YH 10).This group includes mainly black glazed wares, and first occurs in

    the Middle Phrygian period.

    5. Henrickson and Blackman 1996

    Based on NAA of 289 samples from Gordion including bothexcavated ceramics and clays, Henrickson and Blackman (1996)identified five compositional clusters (here labeled as HB AE) thatcould be statistically decomposed into 13 sub-clusters (Table 7).

    Explicitly aware of the probabilistic character of inferring ceramicprovenance from compositional data (Henrickson and Blackman,1996, p73 note 35) they defined a set of empirical criteria from

    which to infer local production: a) compositional matches betweenclay and pottery samples; b) compositional groups with a large n;c) large n groups that also contain a wide range of types; d)inclusion of heavy, large or cumbersome types most readilyproduced locally; e) compositional groups that contain samples

    from multiple periods (1996: p. 76). They considered the presenceof only a small number of large groups in their dataset indicative oflarge scale local production both for the LBA and EP periods atGordion. The largest group in this dataset, HB B (n159), repre-

    sents more than 50% of the total sample and is largely restricted toLate Bronze Age samples. While considerably smaller, HB A (n69)is predominantly Early Phrygian. HB CE are even smaller (Table 7).Henrickson and Blackman matched HB B sampleswith local sediments.

    While Henrickson and Blackman did not find a local sediment

    match for HB A groups they assumed that these groups were alsolocal because they included comparatively large subgroups anddominated the entire Early Phrygian sample.

    With the likely signatures of local and non-local samples for ourGordion Iron Age sample now identified we can compare ourdataset with that of Henrickson and Blackman. There are two major

    concerns for this type of comparison. In order to integrate the twodatasets each must be reduced to a common set of elements (in this

    case 21). Reduction of the number of elements used in a multivar-iate analysis has a direct impact on the level of resolution that canbe achieved (Grave, Lisle, et al., 2005). We therefore relax the

    resolution requirements of the comparison by restricting it togroup mean values for the local YH A and B, non-local YH groups,and the published BH mean values. The combined dataset is also

    decompressed for multivariate analysis by removing the more

    2 The high proportion of non-local groups as well as of non-local ceramics in the

    sample reflects the well-informed selection of non-local samples by site

    ceramicists,

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    Fig. 3. Multivariate analysis of the present studys (YH) and Henrickson and Blackman (1996) (HB) NAA datasets. Point projections are combined with conventional normal

    distribution ellipses (2s) but also with non-parametric density contours to highlight the probabilistic complexity inherent in multivariate modeling of this dataset: a) PCA projection

    showing multivariate relationship for sediment groups YH iYH vi. In this projection the YH sediment centroid has been fitted to the centroid of the two clay groups of Henrickson

    and Blackman (1996) (labeled HB Clay 1 and Clay 2) as discussed in text to indicate a high level of correspondence between the basaltic and marl sediments and clays of the two

    datasets; b) bi-variate plot of calcium % and iron % for the sediments showing the negatively correlated compositional trajectory (arrow) moving from marl (YH vi) to basaltic (YH i)

    compositions. Discontinuous and non-linear character of data (consistent with the discrete geological origins of the samples) highlighted by non-parametric density contours (each

    contour accounts for 5% of the sample) and comparison of linear and exponential fits; c) PCA of the Gordion local dataset composed of two general ceramic groups YH A and YH B

    and the sediment groups that have been fitted to the YH A and B multivariate centroid (note this project excludes sediment groups that remain outliers after fitting (YH iv and vi); d)

    PCA of the ceramic dataset showing orientation of YH local and YH non-local compositions outliers removed. The local compositional trajectory is indicated by the yellow arrow

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 216221762170

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    compositionally exotic non-local groups identified in the separateYH and the HB analysis (HB CE).

    A second potential problem is the possibility of an offsetbetween NAA measurements from different facilities. As the stan-dards used in the Henrickson and Blackman (1996) paper are eitherno longer available (SRM 1633) or published in a way that is not

    amenable to offset calculations, we could not directly identify orcorrect potential differences between the NAA datasets. However,their published standards data indicate an overall high level ofabsolute precision and accuracy for the HB dataset comparable to

    ours. In addition, from our previous experience in combiningdifferent uncorrected NAA datasets of ceramics for a single site NAAmeasurement offsets are small, particularly at the relatively coarselevel employed here of distinguishing between local and non-local

    elemental profiles (Grave, Kealhofer, et al., 2008).Multivariate analysis (PCA, CVA, Hierarchical Cluster) of the

    combined dataset shows it to be composed of three groups (Fig. 3e& f). The first of these captures all groups identified as local (YHA,

    B and BH B, C and Clays). The second group is composed of non-localYH500, 600, 800 and 900 and it is with these that the Henricksonand Blackman groups HB (local) A1-4 most closely correspond.

    A third group is exclusively composed of YH non-local groups. The

    presence of non-local groups from YH that are not replicated in theHB dataset is likely to reflect the very different archaeologicalcontexts from which the samples were taken (Voigt vs. Young

    excavations) as well as the sampling regime of Henrickson andBlackman focusing on what were thought to be predominantlylocal ceramics.

    This apparent contradiction in the interpretation of the HB A

    series allows three possible explanations: the HB A seriesrepresents a local compositional profile not sampled for ouranalysis; HB samples collected from the destruction level weresignificantly compositionally altered by fire; HB A samples are

    non-local. We suggest that a non-local origin offers a best-fitinterpretation.

    The first alternative, that we did not identify a local composi-

    tional profile, seems the least likely. Our sediment sampling wascomprehensive and designed to represent the geological range inthe Gordion catchment within a 1520 km radius. All of theretained sediment samples fall within the local YH A and B clusterof ceramics suggesting that we had captured the range of local

    compositional variability. Our ceramic sampling was also a broadspectrum approach designed to encompass the range of likely localand non-local wares present in the Iron Age levels. From thecomparison of the sediment and ceramic data we could clearly

    identify both local and non-local elemental packets.The second alternative, in-situ compositional alteration

    through burning, while possible, does not match the elementaldata profiles. Notwithstanding the explicit selection criteria

    employed by Henrickson and Blackman to exclude obviously fire-

    affected samples (1996: p. 70 note 19), the high temperatureconflagration of the Destruction Level (one source for the Hen-rickson and Blackman Early Phrygian samples) provides the

    potential for systematic volatilization of temperature sensitiveelements (Grave, 2009). However, this scenario is not supportedas HB A is enriched in several elements with particularly low

    melting and boiling points relative to its potentially unalteredequivalent HB B (i.e. Cs, Rb, K, and Zn which melt below 500 Cand boil below 1000 C).

    The third alternative, that, HB A1-4 are non-local, is supported

    by the matches between them and the YH non-local groups whosemultivariate trajectory suggests a distinct geological origin relativeto the local YH A and B packet.

    6. Discussion

    Through the definition of local vs. non-local ceramics we have

    identified several unusual patterns in ceramic production atGordion, particularly during the Early Phrygian period. While theceramic sample chosen for our analyses was focused on non-localsamples, at most other Anatolian sites locally produced (stylisti-

    cally non-local) ceramics usually dominate our sample. AtGordion, however, the non-local sample was substantially largerthan the local. This partly reflects the expertise of the siteceramicists in non-local sample selection and their long experi-

    ence at the site, and partly the prominence of imports at thisinland site, particularly in the early stages of Phrygian politicaldevelopment. Non-local groups are not strongly patterned byperiod in our sample (except the Hellenistic period black glazed

    samples of YH 10).The importance of our definition of the local and non-local

    sample at Gordion is more strongly highlighted when wecompare it to the Henrickson and Blackman (1996) dataset that

    explicitly targeted local ceramics. When re-analyzed in relation toour local sediment groups their Early Phrygian assemblageappears to be ca. 80% non-local and belongs to one of the threebroad packets of non-local samples in our analysis. The archaeo-

    logical context of the HBA samples, within the Palace Area of theCitadel Mound, undoubtedly plays a strong role in this distribu-tion. When compared to their dominantly local LBA sample, thiseven more strongly supports a dramatic change in the organiza-

    tion of the political economy at Gordion than originally suggested

    by Henrickson and Blackman. While these contexts, and thesesamples, provide no data about the range of (non-ceramic) goodsthat may or may not have been imported to the site in the EarlyPhrygian period, the diversity of non-local proveniences and the

    range of jugs, jars, and bowls represented in the EP assemblagesuggests that elite food practices, potentially feasting, usingvessels brought from a broad region, were a significant factor inEarly Phrygian political dynamics. The inflow of vessels into the

    Palace Area runs counter to a view that political centers were alsoplaces for production of exports into the larger region. The natureof economic relationships and production is substantiallydifferent from LBA patterns at Gordion.

    The comparison of the two NAA datasets underscores thedifficulties in obtaining archaeological ceramic samples that are

    both well contextualized and broadly representative. Whilerelatively large in number, the limited geographic extent of the

    sediments used by Henrickson and Blackman constrained theirability to differentiate non-local groups, with their conservativeinterpretation erring on the side of an undefined local. Thoughspecific, their selected archaeological contexts, as noted above,

    running from marl (YH A) to basaltic (YH B) compositions. Note the relatively compact character of the YH local compared to the multivariate extent of the two YH non-local groups

    reflecting the geological heterogeneity of the non-local samples; e) PCA projection of group means for the YH dataset and the HB NAA dataset based on 21 common elements.

    Colored circles mark the local group means for YH A (red) and YH B (green); colored squares mark clay means for HB Clay 1 (blue) and HB Clay 2 (red). Solid circles mark the HB

    ceramic group means. Note only the major YH local and non-local groups are used for this comparison. Red ellipse separating local from non-local groups is a 3D rendering of the

    red demarcation line shown in f; f) Two dimensional projection (Hierarchical Cluster Analysis - Wards algorithm) of the same dataset and symbols of e. HB group B sub-clusters are

    confined to the YH local groups (red); HB group A sub-clusters are confined to a subset of YH non-local groups (green), with the remaining YH non-local groups (yellow). Red line

    separating local and non-local groups equates with 3D red ellipse of e.

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    YH1200 (n2) YH1300 (n3) YH1400 (n 5) YH1500 (n4) YH1600 (n 3) YH1700 (n 3) YH1800 (n6) YH1900 (n

    Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C

    Ba 831.00 12.08 676.33 7.47 657.40 58.50 642.50 22.46 428.00 31.39 614.33 10.90 449.00 23.68 454.00

    Ca% 4.71 5.70 0.90 22.14 2.45 1 11.89 2.60 47.73 5.72 41.67 4.53 10.06 9.11 31.56 5.94 1

    Ce 91.50 3.86 112.33 8.27 84.72 11.51 98.75 19.24 71.17 5.21 98.67 3.10 83.92 4.67 65.60

    Co 12.00 23.57 31.50 35.35 24.90 24.74 53.00 21.07 28.80 34.98 15.47 11.30 19.80 24.58 75.40 1

    Cr 78.70 12.04 67.77 3.36 100.82 47.65 127.25 7.16 219.33 10.54 104.67 4.90 112.00 9.47 304.00

    Cs 19.55 3.26 13.40 6.84 4.32 27.68 10.43 30.62 46.83 25.13 17.53 7.33 25.82 21.64 8.26 2

    Eu 1.77 5.21 1.64 6.42 1.46 16.98 1.58 13.09 1.35 11.06 1.24 4.45 1.37 18.62 1.42 1

    Fe% 3.22 11.86 3.92 1.88 3.93 9.72 5.29 14.87 4.96 14.20 4.25 0.62 4.13 9.90 6.44

    Hf 8.76 12.27 8.00 6.57 6.44 11.76 10.05 13.14 5.68 15.73 5.57 13.43 4.95 9.19 10.60

    K% 2.73 3.89 4.75 6.14 3.33 20.96 3.50 8.41 2.85 12.46 4.59 13.97 2.83 13.42 2.34 5La 51.95 3.13 58.67 6.73 47.12 10.28 52.55 17.33 37.63 7.59 52.30 0.96 44.28 9.68 32.54

    Lu 0.48 1.49 0.67 2.29 0.23 56.15 0.41 18.94 0.41 9.78 0.57 1.01 0.33 6.20 0.34 1

    Na% 1.10 13.56 0.93 6.59 1.30 43.16 0.81 69.03 0.44 5.76 0.31 17.58 0.80 45.99 0.82

    Rb 138.50 8.68 236.33 3.60 98.02 32.29 160.00 13.50 181.00 34.11 228.33 3.34 134.50 11.82 120.00 1

    Sb 4.80 8.70 2.11 1.80 0.52 63.01 1.63 45.88 2.74 64.89 3.38 8.40 1.79 25.17 0.90 3

    Sc 15.30 11.09 20.73 2.66 12.26 30.56 18.05 27.39 20.00 3.04 16.47 4.60 13.23 10.68 22.92

    Sm 7.67 0.65 8.90 6.73 6.06 19.81 7.44 29.05 6.48 4.03 8.60 2.59 6.23 4.80 5.74

    Ta 1.36 5.74 3.75 36.83 2.10 47.89 5.35 20.62 1.17 97.15 1.88 15.56 1.04 85.72 4.88 4

    Tb 0.97 24.79 1.38 11.26 0.91 34.42 0.30 2 00.00 1.00 12.70 1.52 15.58 1.01 15.39 0.72 9

    Th 17.85 6.73 26.10 4.00 16.44 31.49 19.10 18.37 16.67 23.05 25.30 5.82 17.23 3.51 10.40

    U 4.03 32.64 5.03 15.74 2.48 25.47 2.58 34.79 1.49 87.85 3.63 3.91 2.77 53.09 2.44 3

    Yb 3.10 8.91 4.68 5.76 1.99 18.27 3.10 20.91 2.98 11.61 3.85 2.40 2.43 4.09 2.44

    Zn 92.70 7.17 198.00 10.44 77.26 16.58 130.00 10.88 100.93 15.63 84.63 12.68 89.53 23.71 124.00 P1393.71 1487.81 1156.48 1356.24 1187.64 1301.63 1028.11 1262.14

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    did not provide a systematic sample of the overall range of

    ceramics during the Early Phrygian period. While the strength oftheir sampling was both the contextual and chronologicalcontrol of the archaeological contexts, this also limited thesample assemblage to a highly specific and specialized Early

    Phrygian sample. The diversity of proveniences and styles in theEarly Phrygian assemblage, suggests that Henrickson andBlackmans arguments for standardization and local massproduction in both the LBA and Early Phrygian periods at Gor-

    dion may need to be reevaluated.

    7. Conclusion

    In this paper we specifically aimed at characterizing localproduction and distinguishing imports during the Iron Age at

    Gordion. In conjunction with a comparison with earlier NAA workof Henrickson and Blackman we could address two issues, onemethodological and one substantive. Methodologically, incorpo-

    ration of legacy NAA datasets into recent NAA analyses allows us,

    and others, to integrate a wide field of data, leading not only toreinterpretations, as suggested here, but also to much more

    comprehensive understandings of individual sites and theirregional contexts. Care must be taken, however, to considerdifferences in sampling framework and analytic regime when

    evaluating differences in interpretation. Cross comparison of thenumerous legacy datasets for Turkey and the wider Aegean offersthe opportunity for a more appropriate large scale understanding ofproduction and exchange dynamics across the region.

    Substantively, the combined datasets from the Henrickson and

    Blackman study and the current AIA work demonstrate theremarkable transition in political economic relationships thatoccurred during the formation of the Phrygian state at Gordion.This is revealed in the apparent shift from locally made, yet highly

    standardized ceramics of the LBA identified by Hendrickson andBlackman, to the import (at least into the elite Palace Area) of(relatively?) standardized ceramics from a geographically widerange of non-local sources during the Phrygian periods. Despite the

    loss of political hegemony during the later Middle and Late Phry-

    gian period (Lydian, Persian incursions), the ceramic assemblagessuggest a strong continuity in the use of sources/technologies.Preferences shift among local sources (from YH 1 to YH 2), but both

    remain in use. The strength of external influences at Gordion in theLP is seen both in the abundance of non-local groups and thediversity of groups represented. This economic and exchange

    florescence, in the midst of political change, suggests that while thecontrol of Phrygia may have been wrested from Gordion, the cityremained an important center. Subsequent increases in thefrequency of imports, alongside a decline in the number of import

    sources, suggest a substantial change in both the political andeconomic composition of the site during the Hellenistic period. Thetwo Hellenistic phases at the site (YHSS 3a and 3b), however, needto be more carefully evaluated. While ceramic stylistic evidence

    suggests a similar trajectory, documenting the changing pattern

    Fig. 4. Chronological comparison of YH local and non-local samples by chronolog-

    ical phase (EPEarly Phrygian:- 10th9th c. BCE; MP Middle Phrygian:- 8thmid

    6th c. BCE; LP Late Phrygian:- mid 6thmid 4th c. BCE; Hellenistic:- mid 4thearly

    2nd c. BCE; Roman:- 1st BCE3rd c. CE). Note for comparison both local and non-

    local components recalculated to sum to 100. Inset shows the % of non-local groups

    by % sample size as a measure of import diversity for each chronological phase. The

    Late Phrygian sample has an unusually high number of non-local groups and the

    Hellenistic sample a comparatively low number of non-local groups relative to their

    sample size.

    Table 6

    Counts of YH local and non-local groups by chronological phase.

    Y H loca l EP M P MP & L P LP L P/Hell . Hel l. R oman U NIDP

    YH A 1 10 2 3 3 2 20

    1.1 2 4 1 4 2 3 1 17

    1.2 1 1 2 4

    1.3 1 1 1 3

    1.4 3 3

    1.5 1 1 1 3YH B 2 1 4 3 12 4 2 3 1 30

    2.05 1 1 1 3

    2.1 5 3 8

    2.3 1 1 1 3

    Outlier 1 3 2 1 3 2 12

    P6 33 10 28 13 8 3 5 106

    Y H non-loca l EP M P M P & LP L P L P/Hell . Hell . R oman U NIDP

    3 1 1 1 3

    3.1 2 1 3

    3.2 2 2

    10 1 1 2 25 29

    11 1 4 5

    11.5 2 2

    12 1 1 2

    100 1 1 2 1 1 6150 1 1 2

    200 2 2 1 5

    300 1 5 1 7

    400 2 1 2 5

    500 1 1 2 1 5

    550 2 2

    600 2 5 1 1 1 10

    700 1 1 2

    800 1 1 1 3

    900 2 1 1 2 1 2 9

    1000 2 2

    1100 3 1 1 1 6

    1200 1 1 2

    1300 3 3

    1400 1 2 1 1 5

    1500 1 3 4

    1600 1 2 3

    1700 3 3

    1800 2 1 3 6

    1900 2 3 5

    2000 1 4 6 1 3 15

    Outlier 3 1 2 3 3 3 2 17

    P18 18 18 38 12 46 12 11 173

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 216221762174

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    of non-local sources with the future potential of identifying

    sources will be essential for betterunderstanding the dynamics ofthe political economy of Phrygia and Gordion.

    Acknowledgments

    This research was funded by the Australian Research Council(DP0558992) and National Science Foundation (0410220). We

    thank anonymous reviewers for their comments and suggestions.Sadly, co-author Keith DeVries passed away before the comple-tion of this manuscript. His insights and acumen will be sorelymissed.

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    Table 7

    Henrickson and Blackman (1996, appendix 2, p 83) NAA data, giving group identification, number of samples in each group, average value and % coefficient of variation (C.V.).

    Below detection limit measurements marked with .

    HB A-1 (n27) HB A-2 (n11) HB A-3 (n 9) HB A-4 (n22) HB B-1 (n7) HB B-2 (n 8) HB B-3 (n 78) HB B-4 (n49)

    Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V.

    Ba 477 24.5 490 21.5 600 22 458 27.3 5 36 21.3 595 15.9 367 21.8 371 31

    Ca% 6.16 38.4 6.05 23 6.12 25 7.7 22.7 13.9 24.2 7.46 22.7

    Ce 95.4 8.2 90.2 13.9 79.9 8.8 70.6 10.7 55.5 7.9 64.2 7.2 49.9 7.7 58.5 7.7

    Co 26 9 22.1 18.3 20.5 18.3 15.2 11.8 19.4 12.1 20.6 5.5 22.3 16.3 27.9 8.6Cr 266 15.7 148 11.6 128 15.6 1 46 10.4 155 17.8 200 8.2 272 17.5 429 26.1

    Cs 9.91 22 6.69 17 9.71 12.8 7.33 14.1 7.12 9.5 5.57 6.3 11.6 21.8 7.38 11.3

    Eu 1.43 8.6 1.42 1 1.5 1.31 12.9 1.23 8.1 1.07 7.1 1.13 6 0.97 10.3 1.11 7.5

    Fe% 5.24 5.5 5.16 8.7 4.34 10.8 4.4 7.8 4.17 5.7 4.19 4.8 4.03 16.3 4.89 7.3

    Hf 6.17 7.4 6.7 12.7 5.28 9.8 5.07 8.6 4.32 16.2 4.05 19.3 3.67 12.2 3.99 9.1

    K% 2.5 9.5 2.16 9 2.6 14 2.51 12.4 2.57 12.4 2.21 12.6 2.2 17.7 2.36 10.1

    La 51.1 6.6 49.8 13.5 45.4 8.7 39.3 9 31.5 5.8 38.4 9.3 28.5 7.2 33.8 8.2

    Lu 0.46 12.2 0.51 24.3 0.41 11.4 0.32 13.2 0.26 24.1 0.26 16.6 0.28 15 0.3 16.4

    Na% 1.11 19.3 0.69 47.4 0.83 27.3 0.93 33.9 1.33 15.9 1.52 14.6 0.84 28.4 0.97 12.5

    Nd 36.3 8.9 36.8 17.2 34.3 9.4 29.6 14.6 24 10.5 26.1 7.5 20.8 17.1 24.3 12.4

    Rb 156 11.5 122 22 145 10.5 125 10.4 107 12.7 91.7 4.1 98 13.4 114 11.6

    Sc 18.5 6.7 17.6 9.3 16.6 14.9 14.8 11.9 12.8 7.9 13.7 5.2 14.2 18 17.3 8.6

    Sm 7.22 6.8 7.21 13.1 6.39 11.4 5.66 10 4.35 8.9 4.79 5.2 4.19 8.7 4.73 8.5

    Ta 1.36 10.7 1.46 10.3 1.13 6.5 1.29 8.9 0.86 12.3 1.03 14 0.94 10.4 1.07 13

    Tb 0.95 10.5 0.99 22.9 0.91 13.8 0.75 14.3 0.64 12 0.6 15.5 0.61 14.5 0.69 13.8

    Th 14.9 11.2 16.7 11.8 14.6 6.7 10.4 9.4 9.41 9 11.7 4.9 8.27 11.9 11.3 10.8

    Yb 3.4 10.4 3.49 26.5 2.82 8.1 2.3 14 1.76 14.6 1.92 15 1.95 10.1 2.13 10.6Zn 101 10.2 90.9 16.7 103 10.2 78.9 19.7 91.3 7.5 94.5 12 83.7 19.2 101 10.7P

    1282 1121 1229 1026 1076 1191 1010 1225

    HB B-5 (n11) HB B-6 (n 6) HB C-1 (n7) HB D-1 (n 13) HB E- 1 (n 3) HB Clay 1 (n25 ) HB C lay 2 (n13)

    Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V. Avg. C.V.

    Ba 371 26.4 454 25.2 380 17.6 698 24.7 411 16.2 370 15.2

    Ca% 9.34 13.4 9.67 18.5 15.8 16.7 5.75 34.4 2.22 42 8.59 20.6 21.2 34.5

    Ce 46.7 5.2 58.4 5.6 39.1 8 83.5 5.7 64 4.1 59.2 5.1 43.6 9

    Co 24.6 1 1.6 2 6.6 6.3 1 9.3 11.9 9.6 8.4 47.9 6.2 27 6 17.5 13.7

    Cr 357 27.4 322 12 281 25.5 62 8.9 324 10.7 192 9.3 230 22.8

    Cs 5.88 17.8 3.36 7.7 8.91 12.2 6.64 7.4 3.25 5.8 8.36 15.7 18.3 13.3

    Eu 0.95 5.8 1.03 7.5 0.74 7.6 1.26 7.3 1.89 3.2 1.26 5.2 0.81 9.5

    Fe% 4.36 10.9 4.14 5.7 3.3 11 2.89 4.2 8.8 3.3 5.12 6.2 3.11 11.5

    Hf 3.3 5 3.52 4.5 2.67 1 1.4 6.04 7.2 5.58 2.6 3.89 6.3 3.24 16.7

    K% 2.32 8.4 1.54 6.7 1.93 16.9 2.38 9.2 1.76 4.7 2.45 21.4 1.81 22.5

    La 26.5 5.3 31.8 8.2 22.3 7.6 49.4 6 33.1 1.5 33.5 4.7 25.1 9.4

    Lu 0.24 10.4 0.23 9.1 0.24 28.7 0.29 13.8 0.27 11.4 0.32 13.7 0.27 10.6Na% 0.89 18.1 1.28 11.6 0.64 20.7 2.01 10.1 2.01 8.2 1.14 33 0.74 30.3

    Nd 20 7.7 23.1 17.3 15.9 15.9 33.3 7.6 27.8 8.5 24.8 16.1 18.5 17.3

    Rb 97.1 11.2 64.6 19.4 81.2 121 118 9.1 66.8 5.5 93.5 15 99.3 13.6

    Sc 15 9.9 13.1 6.9 11.6 11.2 8.5 3.3 28.5 4.7 16.5 6.8 11.1 10.8

    Sm 3.94 4.7 4.31 6.1 3.27 5 5.89 5.1 6.46 4.9 5.05 5.1 3.71 11.4

    Ta 0.96 8.9 0.88 8.1 0.74 11.3 0.89 7.4 2.39 4.4 1.1 7.9 0.87 12.7

    Tb 0.62 21.6 0.62 11.9 0.49 15.9 0.7 8.1 0.85 7.1 0.72 13 0.52 20.3

    Th 8.13 6.1 7.69 6 7.25 7.9 15.8 6.4 5.55 4.8 9.1 8.3 8.8 12

    Yb 1.75 3.7 1.83 7.1 1.71 20.5 2.23 13.8 2.06 10.8 2.25 5 1.74 13.2

    Zn 88.3 6.8 73.4 17.4 75.5 10.3 91 39.7 135 17.1 85.1 10.2 67.1 15.9P1089 1107 973.6 1206 770.2 992 947.3

    P. Grave et al. / Journal of Archaeological Science 36 (2009) 21622176 2175

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