Artifacts
by Scott G. Ortman
1
                        This chapter synthesizes information on portable artifacts collected
                        during the Crow Canyon Archaeological Center's test excavations at Yellow
                        Jacket Pueblo (Site 5MT5). It also presents several intrasite analyses
                        of Yellow Jacket Pueblo artifacts and compares these artifacts with those
                        from other Pueblo sites in the Mesa Verde region of southwest Colorado.
                        The tables and figures presented in this chapter were produced using the
                        artifact databases as they existed in November 2001. I am not aware of
                        any provenience changes that have been made since that time, but slight
                        discrepancies between the data discussed in this chapter and those contained
                        in the database may develop over time as errors in the database are discovered
                        and corrected. However, it is likely that any such changes will be minor
                        and will not affect the conclusions presented here.
Processing and Disposition of Materials from Yellow Jacket Pueblo
2
                        All objects collected during Crow Canyon's excavations at Yellow Jacket
                        Pueblo were processed and classified into various stone, bone, pottery,
                        vegetal, or other categories according to the standard procedures described
                        in Crow Canyon's laboratory
                            manual.
3
                        As of this writing, all artifacts, ecofacts, other samples, and original
                        documentation, with the exception of wood samples submitted for tree-ring
                        dating, are housed at the Anasazi
                            Heritage Center, 27501 Hwy. 184, Dolores, Colorado, USA, for permanent
                        curation. The collections are indexed to artifact databases, which are
                        curated at both Crow Canyon and the Heritage Center and are accessible
                        through The
                                Yellow Jacket Pueblo Database and the research
                            database on Crow Canyon's Web site. Tree-ring samples that produced
                        dates, along with samples that might be datable in the future, are curated
                        at the Laboratory of
                            Tree-Ring Research, University of Arizona, Tucson, Arizona, USA. All
                        human remains uncovered during excavations were dealt with in accordance
                        with Crow Canyon's policy on the treatment of human remains (see the field
                            manual). The analysis of these remains is described in detail by Bradley
                        in the chapter titled "Human
                            Skeletal Remains."
4
                        A few artifacts from Yellow Jacket Pueblo have undergone destructive
                        analysis. We removed small portions from a sample of rim sherds of white
                        ware bowls and corrugated gray jars for use in temper identification.
                        A small number of rim sherds from white ware bowls were also subjected
                        to instrumental neutron activation analysis to determine their chemical
                        composition. Finally, samples submitted for tree-ring dating that possessed
                        little dating potential were discarded by the Laboratory of Tree-Ring
                        Research. 
Additional Studies of Yellow Jacket Pueblo Artifacts
5
                        In addition to the analyses reported here, several additional studies
                        using artifact data from Yellow Jacket Pueblo have been conducted. Ortman
                            et al. (2000*1) present proportions of decorated pottery types by
                        architectural block in their preliminary assessment of the occupational
                        history of Yellow Jacket Pueblo. Ortman
                            (2000*1) examines painted designs on white ware sherds from the great
                        tower complex (Block 1200) at Yellow Jacket and from numerous other Pueblo
                        II and Pueblo III sites in the Mesa Verde region. Temper, rim-arc, and
                        rim-eversion data collected from the pottery assemblage from the great
                        tower complex are presented for comparative purposes in the Castle Rock
                        Pueblo and Woods Canyon Pueblo reports (Ortman
                            2000*2, 2002*1). Finally,
                        Arakawa (2000*1) studied the
                        chipped-stone tools and manufacturing debris from Yellow Jacket and presents
                        several summaries of these materials.
Organization and Use of This Chapter
6
                        This chapter is organized into sections and subsections, a list of which
                        can be viewed by selecting the expanded table
                            of contents at the beginning of the chapter. Selecting a heading in
                        the table of contents will take you directly to the section of interest.
                        When you link to a table, figure, or reference in the text, a new browser
                        window will open and display the selected information. You can move back
                        and forth between the chapter text and the data window by keeping both
                        windows open, overlapping them (that is, not viewing them full screen),
                        and selecting one window at a time. The data window will be updated each
                        time a new link for a table, figure, or reference is selected in the narrative
                        text window; the text window will maintain your place in the longer document.
                        In many subsections, contextual information taken from the field provenience
                        database is provided in addition to analysis information for selected
                        artifacts. Explanations of field provenience categories can be found in
                        the field
                            manual.
7
                        More than 66,000 unmodified pottery sherds, weighing more than 300 kg
                        in total, were collected during excavations at Yellow Jacket Pueblo. Each
                        sherd was analyzed according to Crow Canyon's standard procedures, which
                        are described in the Crow Canyon laboratory
                            manual. Most were identified as locally made, Mesa Verdetradition
                        white and gray wares. Several summaries of the basic sherd data are presented
                        below.
Sherds by Ware and Type
8
                        The sherds collected from Yellow Jacket are tabulated in Table
                            1 according to pottery type (for type definitions, see the Crow Canyon
                        laboratory
                            manual). The list of pottery types is arranged according to the more
                        general ware category to which each belongs. Unknown gray, white, and
                        red ware sherds are listed separately because such sherds may or may not
                        represent local wares. For each pottery type, the count, weight, and percentages
                        by count and weight are presented. Pierce
                            and Varien (1999*1) discuss the relative merits of counts vs. weights
                        as measures of abundance.
9
                        Comparison of the counts and weights in Table
                            1 shows that the relative abundance of a specific pottery type in
                        the assemblage varies depending on the measure of abundance used. This
                        is especially clear for the formal white ware typesfor example,
                        Mesa Verde, McElmo, and Mancos black-on-whitewhich are much more
                        abundant by weight than by count. In contrast, the relative abundance
                        of Pueblo III White Painted, a more general type, is approximately equal
                        by count and weight. Consistency in the relative frequency of a type for
                        both count and weight probably indicates that sherds assigned to that
                        type tend to be of average size for the collection overall. Greater relative
                        frequency by count indicates that the mean weight of sherds assigned to
                        that type is less than the mean weight of all sherds, whereas greater
                        frequency by weight indicates that the mean weight of sherds assigned
                        to that type is greater than average. It is expected that many sherds
                        assigned to formal types will be larger than average because the classification
                        of local white ware sherds relies heavily on identifying specific painted
                        designs that are often difficult to identify on small sherds.
10
                        A few sherds were assigned to early (Basketmaker III and Pueblo I period)
                        typesthat is, Chapin Gray, Chapin Black-on-white, Moccasin Gray,
                        Mancos Gray, Indeterminate Neckbanded Gray, Early White Painted, Early
                        White Unpainted, Abajo Red-on-orange, and Bluff Black-on-red. The presence
                        of these sherds suggests some human activity in the site area between
                        A.D. 600 and 900. However, these sherds are too infrequent at the site
                        to suggest significant early occupation in areas investigated by Crow
                        Canyon. Nevertheless, Basketmaker III houses have been identified from
                        excavations near Yellow Jacket Pueblo (Lange
                            et al. 1986*1), so it is possible that habitations dating from the
                        Basketmaker III or Pueblo I periods, or both, remain undiscovered in areas
                        of the site that were not investigated during this project.
11
                        The vast majority of sherds recovered from test excavations at Yellow
                        Jacket are of types manufactured during the late Pueblo II and Pueblo
                        III periods, between A.D. 1000 and 1300. The large number and weight of
                        sherds datable to these time periods suggest that the primary occupation
                        of the site spanned more than two centuries. A detailed analysis of the
                        occupational history of Yellow Jacket Pueblo is presented in the discussion
                        of pottery dating (paragraphs 2370) and in
                        "Chronology."
Sherds by Ware and Form
12
                        As indicated above, all sherds collected from Yellow Jacket were assigned
                        to one of six basic ware categories: plain gray ware, corrugated gray
                        ware, white ware, red ware, nonlocal wares, and unknown. Sherds were also
                        assigned to one of four basic form categories: bowl, jar, other, and unknown.
                        Table 2 presents total counts,
                        total weights, and percentages by count and weight for these various ware-form
                        combinations. The percentages by count and weight are fairly comparable
                        for most ware-form combinations, but some differences are apparent: corrugated
                        jars and "unknown" white ware forms are slightly more abundant by count,
                        indicating that these sherds tend to be smaller than average; white ware
                        bowls and jars and "other" white ware forms are slightly more abundant
                        by weight and thus are larger than average.
13
                        Sherds of these ware-form combinations have been found in roughly the
                        same proportions in other Pueblo III sites in southwest Colorado that
                        have been interpreted as permanent, year-round habitations (Pierce
                            and Varien 1999*1). For example, at both Castle Rock (Ortman
                            2000*2:Table 2) and Woods Canyon pueblos (Ortman
                            2002*1), sherds from corrugated jars are most common, followed by
                        sherds from white ware bowls, and then by sherds from white ware jars.
                        This suggests that the Yellow Jacket pottery assemblage resulted from
                        a set of domestic activities that produced sherds of various wares and
                        forms at a relatively consistent rate across habitation sites. This inference
                        is supported by the fact that nonhabitation sites possess strikingly different
                        proportions of these ware-form categories in their sherd assemblages (e.g.,
                        Wilshusen et al. 1997*1).
White Ware Sherds by Type and Finish
14
                        "Finish" refers to specific surface treatments on decorated (red and white
                        ware) pottery. For red ware vessels and sherds, "finish" refers to the
                        presence or absence of slip; for white ware vessels and sherds, it refers
                        to the presence or absence of paint and, if present, to the type of paint.
                        Two kinds of paint are identifiable on sherds from decorated white ware
                        vessels of the Mesa Verde region. Mineral paint derives from ground iron,
                        manganese, or copper-rich rock that is held in liquid suspension. Carbon
                        paint is believed to derive from the condensed extract of certain plants,
                        such as Rocky Mountain beeweed (Cleome serrulata) and tansymustard
                        (Descurainia richardsonii). Table
                            3 presents counts and weights of painted white ware sherds assigned
                        to various type and finish categories. Table
                            4 presents the percentage of sherds of each type assigned to the various
                        finish categories, as well as the percentage of each type among all white
                        wares, regardless of presence, absence, or type of paint.
15
                        The data in Table 4 clearly
                        show that the use of mineral paint declined over time at Yellow Jacket
                        Pueblo. This pattern has been documented in numerous studies of pottery
                        from the Mesa Verde region (e.g., Breternitz
                            et al. 1974*1; Rohn 1977*1).
                        The proportion of Pueblo IIItype sherds (McElmo Black-on-white,
                        Mesa Verde Black-on-white, and Pueblo III White Painted) with mineral-painted
                        designs is also consistent with results of previous studies, which have
                        identified a southeast-to-northwest trend in the use of mineral paint
                        during the Pueblo III period. These studies have found that mineral-painted
                        designs are more common on sherds from Pueblo III sites in the northwestern
                        portion of the central Mesa Verde region, toward the Abajo Mountains in
                        southeast Utah (Ortman 2002*1:Table
                        7; Wilson 1988*2:Table A.19),
                        than they are on sherds from contemporaneous sites to the southeast, toward
                        Ute Mountain and Mesa Verde proper (Ortman
                            2000*2:Table 3; Varien et al.
                            1992*1:Table 5.3). The proportion of decorated sherds exhibiting mineral-painted
                        designs at Yellow Jacket Pueblo fits neatly into this spatial pattern,
                        and thus supports results of previous studies.
Rim Sherds by Ware and Type
16
                        Rim sherds usually provide better estimates of the proportions of vessels
                        of various traditional types used during an occupation than do body sherds,
                        because rim sherds usually preserve more diagnostic attributes and therefore
                        tend to be classified more precisely. Table
                            5 presents counts, weights, and percentages (by count and weight)
                        of rim sherds by pottery ware and type in the Yellow Jacket assemblage.
                        Comparison of these data with the data in Table
                            1 clearly shows that specific, named types are more prevalent among
                        rim sherds alone than they are in the entire sherd assemblage.
17
                        As was the case for the overall sherd assemblage, notable differences
                        in the relative frequencies of different types by count and weight probably
                        relate to the average sizes of rim sherds assigned to each type. As an
                        example, Mesa Verde Black-on-white is much more abundant by weight than
                        by count, whereas Pueblo III White Painted and Indeterminate Local Corrugated
                        Gray are more abundant by count than by weight. These patterns indicate
                        that rim sherds assigned to specific traditional types tend to be larger
                        than average, whereas rim sherds assigned to generic types tend to be
                        smaller than average. The higher frequencies of specific types among rim
                        sherds indicate that rims were assigned to these specific types more often
                        than were body sherds.
18
                        The distribution of formal types among rim sherds generally supports
                        the site chronology suggested on the basis of all sherds. In both cases,
                        differences in the representation of formal white ware types are more
                        apparent by weight than by count. However, by weight, the rank order in
                        the relative frequency of specific, named pottery types is different for
                        rim sherds alone than for all sherds. Although Mesa Verde Black-on-white
                        is most common in both datasets, McElmo Black-on-white is more common
                        than Mancos Black-on-white among rim sherds only, whereas the rank order
                        is reversed for all sherds. Thus, rim sherds emphasize the Pueblo III
                        occupation of Yellow Jacket more so than do all sherds.
Rim Sherds by Ware and Form
19
                        Rim sherds often can be assigned to more-specific form classes than can
                        body sherds, and when it was apparent during analysis that a rim sherd
                        came from a ladle, canteen, mug, or kiva/seed jar, this was recorded in
                        a "comments" field in the database. Ladle rims inscribe tighter arcs than
                        do bowl rims and possess either distinctive use wear on the outside edge
                        of the rim or evidence of a handle attachment. Small jar rims with very
                        tight curvature are from canteens. Mug rims are flat and almost always
                        upright (rarely everted); they usually possess intricate painted decorations
                        on their exteriors, and they may also preserve evidence of a handle attachment
                        near the rim. Finally, kiva and seed jars are slightly larger than canteens,
                        do not have necks, and, in the case of kiva jars, have a distinctive lip
                        that is designed to hold a lid in place.
20
                        Table 6 summarizes the wares
                        and forms of rim sherds in the Yellow Jacket assemblage by count and by
                        weight. The more-specific vessel forms of kiva jar, seed jar, ladle, and
                        mug are subdivided in this table on the basis of information recorded
                        in the comments field of the pottery analysis database. For this table,
                        white ware rims with no additional comments recorded in the file are assumed
                        to be from large storage jars, or ollas. As is the case for the overall
                        assemblage, rim sherds show relatively little variation in relative abundance
                        by count vs. weight when classified in terms of ware-form combinations.
                        This suggests that sherd size does not significantly affect the ability
                        of analysts to assign rim sherds to wares and forms. Also, as was the
                        case for the entire sherd assemblage, the three most common vessel forms
                        represented among the rim sherds are corrugated jars, white ware jars,
                        and white ware bowls. The relative frequencies of these three forms, however,
                        are strikingly different when rim sherds alone are considered. White ware
                        bowls are by far the most common ware-form combination among rim sherds
                        only, whereas corrugated jars are by far the most common among all sherds.
21
                        These differences relate to the typical shapes of the original vessels
                        and to differences in the relative numbers of rim and body sherds produced
                        by vessels of different forms. White ware bowls are open forms with large
                        rim circumferences; when they break, they produce numerous rim sherds
                        and a relatively high ratio of rim to body sherds. Corrugated and white
                        ware jars are taller, closed forms, usually with smaller rim circumferences,
                        that produce far fewer rim sherds per vessel than do white ware bowls.
                        As a result, the best way to estimate the relative number of vessels of
                        different ware-form classes in a pottery assemblage is to compare the
                        total degrees of arc encompassed by the rim sherds of various ware-form
                        classes.
22
                        Such data were considered by Pierce
                            and Varien (1999*1) in their study of assemblages from the Sand Canyon
                        Archaeological Project Site Testing Program. They found that raw counts
                        of rim sherds, though less precise than degree-of-arc measurements, nevertheless
                        give a closer approximation of the relative numbers of vessel ware-form
                        classes than do raw counts of all sherds. Thus, using raw counts of rim
                        sherds as a guide, it appears that white ware bowls were the most common
                        vessel form at Yellow Jacket, followed by corrugated jars and then white
                        ware jars and white ware ladles. Canteens, mugs, and kiva/seed jars were
                        all relatively rare.
23
                        A primary research goal of archaeological testing at Yellow Jacket Pueblo
                        was to reconstruct the occupational history of this large and complex
                        site using pottery assemblages. Because of the limited testing strategy,
                        the widely varying occupation spans of architectural blocks, and the stratigraphic
                        mixing that resulted from ancient and recent disturbances, achieving this
                        goal presents a significant methodological challenge. In the following
                        sections, I (1) discuss the pottery assemblages collected from each architectural
                        block tested at Yellow Jacket Pueblo, (2) develop methods appropriate
                        for estimating occupation spans and periods of occupation from these assemblages,
                        and (3) apply these methods to block-level pottery assemblages to reconstruct
                        the occupational history of the site.
Pottery Assemblages from Architectural Blocks at Yellow Jacket Pueblo
24
                        The testing strategy used at Yellow Jacket Pueblo was designed to be consistent
                        with the goals of conservation archaeology (Lipe
                            1974*1). The number and location of test units were tailored to disturb
                        subsurface deposits as little as possible while allowing us to recover
                        sufficient pottery samples for dating purposes. The resultant strategy,
                        used everywhere except in Architectural Block 1200, was to identify midden
                        (trash) deposits adjacent to each architectural block and to excavate
                        up to seven 1-x-1-m test units in each of these areas. These excavations
                        were limited to the portions of the site that we had permission to test.
                        In most test units, excavators found midden deposits that are spatially
                        associated with specific architectural blocks.
25
                        In addition to these artifact-focused units, a 1-x-2-m unit was placed
                        along the exterior face of the north wall of each architectural block
                        to examine stratigraphic relationships between the latest architectural
                        features identified on the modern ground surface and those from earlier
                        occupations. In many of these units, bedrock or undisturbed native sediment
                        was discovered directly underneath the architecture visible on the modern
                        ground surface, which suggests little or no prior habitation of these
                        areas (see "Chronology"). However, several
                        test units located along the north walls of architectural blocks in the
                        central area of the site did expose structures, features, and other cultural
                        deposits underneath the latest architectural features. This evidence indicates
                        that the initial Pueblo occupation of certain areas predates construction
                        of architectural features visible on the modern ground surface. Evidence
                        of earlier occupations may also exist in other areas of the site but was
                        not detected by our limited testing.
26
                        The sampling strategy followed at the great tower complex (Block 1200)
                        was different from that used in other architectural blocks because many
                        of the rooms and kivas of this complex had been excavated previously (see
                        paragraphs 3132 in "Architecture").
                        During these previous excavations, the excavated fill from one structure
                        was used to backfill a previously excavated structure, and some complete
                        artifacts were collected; however, many sherds, flakes, ground-stone tools,
                        and other artifacts were left behind. Thus, the excavation and screening
                        of this backdirt had the potential to yield an essentially unbiased sample
                        of sherds and chipped-stone artifacts from the great tower complex and
                        to expose architectural features without disturbing intact stratigraphy.
                        We therefore decided to excavate test units inside several previously
                        excavated structures in Block 1200. Due to the larger number of units
                        excavated in this block, the artifact assemblage from the great tower
                        complex is much larger than the assemblages from other architectural blocks.
                        Also, because this complex was built directly on bedrock, its entire artifact
                        assemblage can be confidently associated with structures visible on the
                        modern ground surface.
27
                        In other architectural blocks, however, the possibility of buried cultural
                        features means that pottery assemblages cannot be associated with visible
                        structures so directly. Test pits were placed in middens to obtain pottery
                        samples for dating adjacent buildings visible on the modern ground surface,
                        and it is likely that much of the pottery collected from these excavations
                        was indeed generated by activities in these buildings. However, if a given
                        area was occupied before the buildings visible on the modern ground surface
                        were constructed, a portion of the pottery assemblage from this area could
                        have been associated with activities that predated the construction of
                        those buildings. Midden deposits at Yellow Jacket were likely disturbed
                        during the Pueblo occupation through trampling and the excavation of graves,
                        and many have been disturbed in historic times by nonprofessional diggers
                        looking for burials with complete vessels. As a result, midden stratigraphy
                        cannot be used to confidently distinguish sherds that postdate the construction
                        of buildings visible on the modern ground surface from sherds that predate
                        these buildings. Therefore, the most conservative and consistent interpretation
                        of the pottery sample from each architectural block is that it represents
                        the entire occupational history of that area. These samples are also biased
                        toward activities associated with buildings visible on the modern ground
                        surface because architecture visible on the modern ground surface guided
                        the placement of test pits.
28
                        With these assumptions and limitations in mind, in the following sections
                        I use pottery assemblage data from architectural blocks at Yellow Jacket
                        Pueblo to (1) estimate the total occupation span of each architectural
                        block area and (2) define the time periods during which each of these
                        blocks was occupied.
Estimating the Occupation Spans of Architectural Blocks
29
                        It is clear from our excavations that the occupation spans of the architectural
                        blocks tested at Yellow Jacket Pueblo were highly variable in length.
                        For example, evidence suggests that Block 1200 was occupied for fewer
                        than 35 years: it was built directly on bedrock sometime after A.D. 1254,
                        and it is believed that all ancestral Pueblo people had left southwest
                        Colorado by about A.D. 1290 (Lipe
                            1995*1). In contrast, Block 200 appears to have had a complex and
                        lengthy use history: the test unit in the roomblock revealed a full height,
                        pecked-block masonry wall underneath the pecked-block masonry wall visible
                        on the modern ground surface. 
30
                        In this section I estimate the occupation spans of architectural blocks
                        at Yellow Jacket using (1) middle-range theory that relates artifact accumulation
                        to site population and occupation span and (2) data from the Site Testing
                        Program (Varien 1999*1, 1999*2)
                        that relate occupation-span estimates to the mean weight of corrugated
                        pottery in midden test units. There is a long tradition of research that
                        attempts to relate artifact accumulations to the person-years of occupation
                        at archaeological sites (for a recent review, see Varien
                            and Mills [1997*1]). The underlying logic of such research is that
                        artifacts wear out and are discarded as they are used and that the number
                        of times an artifact can be used before wearing out is predictable; that
                        is, a histogram summarizing the number of times a particular kind of tool
                        or utensil can be used before wearing out will be unimodal, with a mean
                        number of uses and a standard deviation. As a result, artifacts used in
                        routine domestic activities should accumulate on a site in proportion
                        to the use life of the artifact type, the number of people who used this
                        artifact type on a routine basis, and the time span over which the activities
                        that required this artifact type occurred.
31
                        All 1-x-1-m test units (sampling columns) excavated in midden areas at
                        Yellow Jacket have the same surface area. Because of this, the total number
                        of artifacts recovered in a midden sampling column should vary in accordance
                        with the depth and density of the trash deposit in that column. If a consistent
                        proportion of the artifacts used in routine domestic activities was discarded
                        in middens associated with each architectural block, the total accumulation
                        of such artifacts in a sampling column should be proportional to the number
                        of households contributing material to that column and the time span over
                        which the trash was deposited. The mean accumulation of artifacts across
                        sampling columns in a midden area, then, should provide a relative measure
                        of the household-years of deposition represented by each midden.
32
                        Figure 1 presents the
                        mean accumulation of chipped-stone manufacturing debris and corrugated
                        cooking pottery across midden sampling columns for each tested architectural
                        block. These measures have been found to correlate highly with household-years
                        of deposition in other ancestral Pueblo sites (Nelson
                            et al. 1994*1:128130). The substantial variation in these two
                        measures across architectural blocks and the strong, positive correlation
                        r = .88) between them support the theory that these measures reflect
                        variation in household-years of deposition rather than functional differences
                        among architectural blocks. The one clear exception to this pattern is
                        the assemblage from Block 2000, which lies farthest from the regression
                        line along which most block-level assemblages fall when characterized
                        using these two measures. This block does not contain surface rooms and
                        kivas, but instead is a large earthen depression that might have been
                        a reservoir or plaza. It is thus likely that the deposits in this area
                        did not result from typical domestic activities (also see paragraph
                            165).
33
                        To move from artifact accumulations to occupation spans for architectural
                        blocks, we need some way to translate measures of household-years of deposition
                        to measures of years of occupation only. In other words, we need to control
                        for the number of households that contributed artifacts to each excavated
                        sampling column. We cannot estimate the population history of Yellow Jacket
                        very precisely from existing data, because we have no way to determine
                        which architectural features were in use at any given time, nor can we
                        estimate the number of buried features. However, the architectural remains
                        of a typical household in the central Mesa Verde region encompass an area
                        of at least 50 m2 (estimate based on data in Lipe
                            [1989*1:Table 1]), so it is unlikely that more than one household
                        discarded trash on any particular square meter of midden at any given
                        point in time. It is therefore reasonable to assume that, on average,
                        artifact accumulation in a midden sampling column is the result of trash
                        deposition by one household at a time over the total occupation span of
                        that area. This assumption enables us to consider the mean accumulation
                        of artifacts across midden sampling columns as a relative indicator of
                        the mean number of years that households in each architectural block deposited
                        trash in associated middens.
34
                        The suitability of mean artifact deposition across midden sampling columns
                        as a relative measure of occupation span can be tested using excavation
                        data from the Site Testing Program (Varien
                            1999*1, 1999*2). In this
                        project, 13 small ancestral Pueblo sites in southwest Colorado, each with
                        architectural evidence of between one and 13 households, were tested using
                        stratified random sampling methods. The random samples were used to estimate
                        the total discard of corrugated pottery at each site. This figure was
                        divided by the number of households indicated by the architecture present
                        and a discard rate for cooking pot sherds derived from archaeological
                        and ethnographic data to estimate the occupation span of each site. One
                        of the six sampling strata defined for each tested site was midden areas
                        visible on the modern ground surface. Thus, we can calculate the mean
                        weight of corrugated pottery collected from 1-x-1-m test pits within middens
                        at each tested site and compare this figure to its estimated occupation
                        span.
35
                        Table 7 and Figure
                            2 examine the relationship between these two measures for the 13 sites
                        tested during the Site Testing Program. The corrugated gray sherd weights
                        from all 1-x-1-m units excavated within the midden sampling stratum at
                        each site were used to calculate the mean accumulation of corrugated pottery
                        in midden test units, with the exception of one unit (94N 133E) at Castle
                        Rock Pueblo that exposed an anomalous deep crevice filled with artifacts.
                        The relationship between these measures is close, positive, and linear
                        for 10 of the 13 tested sites, but three sites deviate from the pattern
                        suggested by the other 10. Two of these three sites, Roy's Ruin and Shorlene's
                        Site, contain less corrugated pottery per 1-x-1-m unit than their occupation-span
                        estimates suggest they should. A third site, Catherine's Site, contains
                        more corrugated pottery per test unit than one would expect from its estimated
                        occupation span. These deviations from linearity can be accounted for
                        by postdepositional processes and architectural interpretations.
36
                        The lower-than-expected mean weights of corrugated sherds in midden test
                        units at Roy's Ruin and Shorlene's Site are likely the result of recent
                        plowing associated with modern agricultural activities. Plowing tends
                        to spread pottery sherds across a larger area, thus reducing the amount
                        of material in any given sampling column. The higher-than-expected mean
                        weight in midden test units at Catherine's Site, on the other hand, may
                        be due to an inaccurate estimate of the occupation span for this site.
                        Varien's (1999*1:Table 5.3)
                        estimate assumes that the two kivas at this site were occupied contemporaneously,
                        based on similar abandonment stratigraphy in these kivas. Although the
                        roofs of both structures were dismantled at abandonment, one kiva had
                        been heavily remodeled before the roof was removed, whereas the other
                        exhibited no evidence of remodeling. If the use of these kivas was sequential
                        or partly overlapping instead of contemporaneous, the occupation span
                        of this site would have been longer and therefore closer to the value
                        predicted by the regression line in Figure
                            2. In other words, the total accumulation of corrugated pottery at
                        Catherine's Site indicates 67 household-years of deposition, which could
                        reflect occupation by two households for 33 years (Varien's estimate),
                        one household for 67 years, or some combination of these variables. The
                        mean weight of corrugated sherds in midden test units at the site suggests
                        that a longer occupation by one household is more likely.
37
                        If the two tested sites with plowed middens are excluded, and the longer
                        occupation span for Catherine's Site is used, then the mean weight of
                        corrugated gray sherds in midden test pits becomes a very good estimator
                        of occupation span for the tested sites, as is shown in Figure
                            3. The regression equation in Figure 3 enables one to estimate the
                        occupation span of these sites based on the mean weight of corrugated
                        sherds in midden test pits, with a standard error of +/- 5 years. This
                        regression equation can also be used to estimate the occupation spans
                        of architectural blocks at Yellow Jacket Pueblo.
38
                        Table 8 presents accumulation
                        data for corrugated sherds and the resultant estimates of years of occupation
                        for each tested architectural block at Yellow Jacket Pueblo. These data
                        suggest that the occupation spans of these areas were highly variable,
                        ranging from 7 to 230 years. It is also apparent from these data that
                        the occupation spans of Blocks 100700 and of Block 2000 were longer
                        than those of other architectural blocks. These eight blocks are all located
                        along the central, north-south "spine," or ridge, on which the pueblo
                        was constructed. These data thus suggest that areas along the central
                        spine were occupied for longer periods than areas to the east of the spine
                        and on the talus slopes below the canyon rim. Most of the buried cultural
                        features that predate buildings on the modern ground surface were also
                        found along this central spine (see the last column of Table
                            8). This spatial association between extensive midden deposits and
                        buried features thus supports the theory that accumulations of corrugated
                        sherds in midden sampling columns can be used to estimate the occupation
                        spans of architectural blocks.
Estimating the Periods of Occupation of Architectural Blocks
39
                        In this section, I present the pottery data used to estimate periods
                        of occupation for each architectural block tested at Yellow Jacket Pueblo,
                        and I illustrate why traditional seriation approaches are not suitable
                        for these data. I then develop an alternative method that combines a calibration
                        dataset with Yellow Jacket pottery data to calculate the probability
                        of occupation in each tested architectural block during each of seven
                        temporal phases.
Type and Attribute Data from Yellow Jacket Pueblo
40
                        An extensive literature addresses the relative value of traditional pottery
                        types and design attributes for pottery dating in the Southwest (Duff
                            1996*1; Hegmon 1991*1; LeBlanc
                            1975*1; Ortman 1995*1; Plog
                            and Hantman 1986*1). For this study, I used both design-attribute
                        data and traditional typological data derived from the analysis of rim
                        sherds from bowls. The decision to focus on bowl rims was based on several
                        factors: (1) a calibration dataset for design attributes had been developed
                        previously, using assemblages of bowl rim sherds from tree-ring-dated
                        sites with short occupation spans (Ortman
                            2000*1); (2) certain of these design attributes have more-restricted
                        temporal ranges than do traditional pottery types; (3) most of the decorated
                        pottery sherds that could be assigned to specific types in the Yellow
                        Jacket assemblage were from bowl rims; (4) I believe there is more consistency
                        in the classification of rim sherds than in the classification of body
                        sherds; and (5) the recording of attributes as well as types maximizes
                        the chronological information obtained from small pottery samples such
                        as those recovered during our testing of each architectural block.
41
                        Table 9 presents counts of
                        these pottery types and design attributes for decorated bowl rim sherds
                        from each tested architectural block at Yellow Jacket Pueblo. The following
                        "type" categories were tabulated: slipped and painted San Juan Red Ware
                        (Deadmans Black-on-red and Indeterminate Local Red Painted with slip),
                        Cortez Black-on-white and Pueblo II White Painted, Mancos Black-on-white,
                        McElmo Black-on-white, Mesa Verde Black-on-white, Pueblo III White Painted,
                        and Late White Painted. The attributes selected for recording are relatively
                        easy to identify and record consistently and are known from previous studies
                        (e.g., Hegmon 1991*1; Ortman
                            2000*1) to be chronologically sensitive. The presence, absence, or
                        indeterminate presence or absence of the following attributes was recorded
                        for each decorated rim sherd from a white ware bowl in the Yellow Jacket
                        assemblage:
Line painted on rim: a solid line around the vessel circumference at the rim
Ticked rim: discontinuous, repeating dots, dashes, or slashes on the rim
Xs and zig-zags painted on rim: continuous, repeating Xs or zig-zags on the rim
Undecorated rim: no painted decoration noted on the rim surface or edge
Corrugated exterior: unobliterated coils with patterned indentations on the exterior surface
Exterior band design: continuous painted design around the circumference of the vessel on its exterior surface
Thick and thin framing lines: parallel lines of varying thickness around the circumference of the vessel on its interior surface just below the rim
Dots between framing lines: dots, ticks, or "musical notes" painted in the spaces between framing lines on the interior of the vessel just below the rim
Mineral paint: use of mineral-based paint in any of the recorded designs
42
                        It is important to note that in design-attribute analysis, in contrast
                        to traditional typological analysis, not every attribute can be evaluated
                        on every sherd: on one sherd the exterior may be eroded but the rim present,
                        on a second sherd the interior will be encrusted but the exterior clean,
                        and so on. Thus, the effective sample sizethe number of times the
                        presence or absence of an attribute can be determinedwill vary from
                        attribute to attribute using the same sample of sherds. To produce accurate
                        estimates of attribute proportions in an assemblage, then, one must consider
                        the number of sherds on which the presence or absence of each attribute
                        could be determined, rather than the total number of sherds in the assemblage.
                        To this end, Table 10 presents
                        sample size data, or the number of determinate presence/absence observations
                        made for each attribute, for each architectural block.
43
                        Initial efforts to reconstruct the occupational history of Yellow Jacket,
                        conducted by Glowacki (1999*1),
                        used typological data like those presented in Table
                            9 in multivariate analyses to produce seriations. For a seriation
                        to represent a relative chronology, the ordered assemblages must have
                        accumulated over comparable time spans (Dunnell
                            1970*1). Glowacki attempted to create assemblages representing comparable
                        time spans by separating out sherds known, from stratigraphic evidence,
                        to have been deposited before roomblock construction. Unfortunately, the
                        absence of clear stratigraphy in most midden deposits made it impossible
                        for Glowacki to define midden assemblages representing comparable spans
                        of sherd deposition, despite evidence that these middens accumulated over
                        widely varying lengths of time (see the discussion of occupation-span
                        estimates, paragraphs 2938). Thus, there
                        is no means by which to consistently subdivide block-level pottery assemblages
                        into groups that represent comparable spans of sherd deposition. As a
                        result, the relative frequencies of types and attributes in block-level
                        pottery assemblages can be expected to vary in accordance with the overall
                        occupation span of each architectural block as well as with the mean occupation
                        date of each area.
44
                        Variation in deposition of corrugated sherds across architectural blocks
                        can be used to illustrate why it is difficult to interpret multivariate
                        analyses of block-level assemblages in chronological terms. Figure
                            4 examines the relationship between multivariate seriation results
                        and corrugated sherd deposition across architectural blocks. The x-axis
                        gives the first axis score from a correspondence analysis of type and
                        attribute counts for the rim sherds from decorated bowls from each architectural
                        block. This axis accounts for approximately one-half of the total inertia,
                        or variation, in this dataset. It is standard practice to assume that
                        most of this variation is due to the passage of time, and therefore, that
                        the axis that accounts for the greatest proportion of this variation captures
                        the chronological sequence for these assemblages. A noncutting tree-ring
                        date of A.D. 1254 from Block 1200 anchors the late end of this putative
                        seriation and suggests that assemblages with negative scores date from
                        the late years of the site occupation, whereas assemblages with positive
                        scores date from the early years of the occupation.
45
                        The y-axis plots the deposition of corrugated sherds in midden
                        test units as an estimate of the relative occupation span of each architectural
                        block. The resultant graphic shows that a chronological interpretation
                        is misleading in this case. All assemblages with more than 1,500 g of
                        corrugated pottery per midden test unit fall in the middle range of the
                        seriation suggested by the first axis of the correspondence analysis.
                        In contrast, all assemblages that fall at either end of the seriation
                        produced less than 1,500 g of corrugated pottery per midden sampling column.
                        That assemblages deriving from long deposition spans should fall in the
                        middle of a seriation makes some sense, since such assemblages are more
                        likely to contain pottery exhibiting characteristics of both the early
                        and late years of deposition. It also makes sense that assemblages exhibiting
                        predominantly early or late characteristics will tend to have been deposited
                        over shorter time spans. However, this analysis does not provide enough
                        information to determine the relative chronology of architectural blocks
                        inhabited for longer periods.
46
                        What we need to overcome this problem is a method of pottery dating that
                        (1) takes the relative span of sherd deposition in each roomblock area
                        into account and (2) allows for mixing of pottery from multiple periods
                        of occupation. Kohler and Blinman
                            (1987*1) used multiple regression analysis in combination with a calibration
                        dataset to apportion pottery from mixed assemblages to time periods. An
                        alternative approach developed here combines features of mean ceramic
                        dating (Christenson 1994*1),
                        assemblage-based dating (Wilson
                            and Blinman 1999*1), and composite ceramicdistribution dating
                        (Steponaitis and Kintigh 1993*1)
                        to estimate the occupational histories of architectural blocks using pottery
                        samples recovered in Crow Canyon's testing at Yellow Jacket. The following
                        sections present the calibration data, assumptions, and calculations of
                        this method, as well as the results generated from its application to
                        block-level pottery assemblages from Yellow Jacket Pueblo.
Calibration Dataset
47
                        A calibration dataset summarizes quantitatively the characteristics of
                        pottery assemblages from sites of known age. Using this information as
                        a gauge and employing a variety of statistical techniques, one can apportion
                        pottery assemblages like those from Yellow Jacket to various time periods.
                        The calibration dataset for this study consists of type and attribute
                        data for rim sherds from decorated bowls at 35 tree-ring-dated sites with
                        relatively short occupation spans. These assemblages have been analyzed
                        previously as part of a study of pottery painting in the Mesa Verde region
                        (Ortman 2000*1). The same analysts
                        examined both the Yellow Jacket Pueblo assemblage and the calibration
                        dataset assemblages, and the same types and attributes were recorded for
                        all sites. The information from these well-dated sites can be used to
                        develop a calibration data set that summarizes pottery design change over
                        time.
48
                        Twenty-nine of the sites in the calibration dataset contain a single occupational
                        component, and six contain two occupational components. In two-component
                        sites, sherds were assigned to one of the two components using provenience
                        information. At sites with two components separated by an occupational
                        hiatus, the type to which individual sherds were assigned was also used
                        when it was obvious that a sherd was not associated with the component
                        suggested by its provenience. At two-component sites with continuous occupations,
                        however, sherds were assigned to components using provenience information
                        only. Table 11 and Table
                            12 give counts and sample sizes, respectively, for types and attributes
                        recorded for each of the 41 components in the calibration dataset.
49
                        Because these components do derive from comparable spans of sherd deposition,
                        traditional seriation approaches can be used to test the suitability of
                        the recorded data categories for chronological study. This can be accomplished
                        by comparing a relative chronology suggested by multivariate analysis
                        of the pottery data with the absolute chronology of the tree-ring-dated
                        components. Figure 5
                        makes this comparison. The x-axis plots these components according
                        to the latest tree-ring date with which each is associated, regardless
                        of whether the date is a cutting or noncutting date. A certain amount
                        of error is unavoidable when placing these components in an absolute chronology
                        because of sampling and preservation issues, variable relationships between
                        tree-harvesting and construction and occupation, and differences in the
                        treatment of structure roofs at abandonment. As long as the chronological
                        relationship between the latest tree-ring date and sherd deposition is
                        basically similar across components, however, the tree-ring data should
                        provide a simple and straightforward way of estimating the absolute chronological
                        relationships among these components.
50
                        The y-axis gives the first axis score from a correspondence analysis
                        of type and attribute counts for tree-ring-dated assemblages of rim sherds
                        from decorated bowls in the calibration dataset. This axis accounts for
                        approximately three-quarters of the total inertia, or variation, in this
                        dataset. It is clear from the high correlation (r = .9616) between
                        the correspondence analysis results and the tree-ring data that the type
                        and attribute data recorded for the components in the calibration dataset
                        closely reflect the absolute chronology of these components. Thus, the
                        type and attribute categories tabulated in this dataset and in block-level
                        assemblages from Yellow Jacket Pueblo should be adequate for chronological
                        study.
51
                        On the basis of the latest associated tree-ring date, each of the 41 components
                        in this dataset was assigned to one of seven temporal phases. The seven
                        phases are A.D. 10201060, A.D. 10601100, A.D. 11001140,
                        A.D. 11401180, A.D. 11801225, A.D. 12251260, and A.D.
                        12601280. In a few multiple-component sites, only one of the two
                        components is associated with tree-ring dates. In such cases, the undated
                        component was assigned to a phase on the basis of architectural details
                        and pottery assemblage data.
52
                        For each of the seven temporal phases, Table
                            13 estimates the proportion of sherds that are of a given type or
                        that exhibit a given attribute. These estimates were derived using empirical
                        Bayesian statistical methods for proportions as described in Iversen
                            (1984*1:1833) and as applied to archaeological data by Robertson
                            (1999*1). Bayesian methods, in which prior information on a given
                        population parameter is combined with the sample data to produce a refined
                        estimate of that parameter, are an alternative to classical statistical
                        techniques. In this case, the proportion of sherds of a given type or
                        exhibiting a given attribute was estimated for each phase, using the calibration
                        dataset and Robertson's (1999*1:140)
                        techniques. The mean of the posterior probability-density function (µ'')
                        for each parameteran estimate of the proportion of sherds deposited
                        during a certain phase that exhibit a particular type or attributeis
                        given by equation 1:
| 
                                 x
                                        + a 
                             | 
                            ||
| µ'' = | 
                                 | 
                            , | 
| 
                                 n
                                        + a + b
                                     
                             | 
                            
where x = the number of presences of a given type or attribute in a given phase, n = the number of determinate observations for that parameter in the given phase, and a and b are derived as follows (equations 2 and 3, respectively):
| [ | µ' ( 1  µ' ) | ], | [ | µ' ( 1  µ' ) | ]. | |||||
| a = µ' | 
                                 | 
                             1 | and | b = ( 1  µ' ) | 
                                 | 
                             1 | ||||
| s' 2 | s' 2 | 
In equations 2 and 3, µ' and s'2 are parameters of the prior distribution derived from the sample data: µ' is the mean proportion of a given type or attribute across calibration dataset components dating from a given phase, and s'2 is the variance in these proportions. The resultant µ'' values are given in each cell of Table 13. Because a small amount of mixing is unavoidable among the components included in the calibration dataset, and also because it is likely that some analytical errors exist in the database, the estimates in Table 13 assume that (1) a given type or attribute did not appear until the phase during which it occurs on more than 2 percent of sherds and (2) the attribute or type disappeared by the phase during which it occurred on less than 1 percent of sherds in the calibration data.
53
                        Using the data in Table 13,
                        we can divide the value in each cellthe estimated proportion of
                        sherds showing a given type or attribute in each periodby the sum
                        of proportions for this type or attribute across phases to calculate the
                        probability that a sherd of a particular type or exhibiting a given attribute
                        dates to each of the seven phases. These probability distributions for
                        types and attributes across phases allow us to assess the chronological
                        significance of each sherd in assemblages that contain sherds deposited
                        during more than one phase. In like fashion, the chronological significance
                        of an entire assemblage can be assessed by adding together one associated
                        probability distribution (an array of seven numbers representing the probability
                        that a sherd of a given type or exhibiting a given attribute was deposited
                        during each of the seven phases) for each occurrence of a type or attribute
                        in the assemblage. This will produce a composite probability-density distribution
                        that summarizes the probability that sherds contributing to the assemblage
                        were deposited during each of the seven phases.
54
                        Phase probabilities for each type and attribute are given in Table
                            14. These values indicate, for example, that a rim sherd classified
                        as Mancos Black-on-white was almost certainly deposited sometime between
                        A.D. 1020 and 1180, and that its most probable single phase of deposition
                        was between A.D. 1100 and 1140, although deposition in earlier phases
                        was also reasonably likely. To make these phase probabilities more suitable
                        for composite probability-density analysis, they have been scaled to account
                        for biases that can be incorporated into this kind of analysis when several
                        attributes with correlated chronological distributions are recorded for
                        each sherd. For example, many rim sherds deposited during Phase 7, between
                        A.D. 1260 and 1280, will be classified as Mesa Verde Black-on-white and
                        will exhibit rim ticks, thick and thin framing lines, and exterior band
                        designs. Thus, one sherd exhibiting these characteristics will contribute
                        four probability distributions to a composite distribution. In contrast,
                        many rim sherds deposited during Phase 4, between A.D. 1140 and 1180,
                        will be classified as McElmo Black-on-white and will exhibit rim ticks
                        but no additional attributes. A sherd exhibiting these characteristics
                        will thus contribute only two probability distributions to the composite
                        distribution.
55
                        This example suggests that the estimates of type and attribute proportions
                        in Table 13 may be biased
                        in favor of certain phases and against others. One can gauge the extent
                        of this bias by summing the type or attribute probability for each phase.
                        The second to last column in Table
                            13 presents these phase probability totals, which illustrate that
                        these data are slightly biased against the middle phases of the time span
                        encompassed by the calibration dataset. This bias probably derives from
                        the analysis system used rather than from historical trends in occupation.
                        To take this bias into account, the phase probabilities in Table
                            14 have been weighted so that there is equal prior probability for
                        each time period across types and attributes. This was accomplished by
                        multiplying the raw phase probability for each type or attribute by a
                        ratio calculated for each phase; the ratio itself was calculated by dividing
                        the sum of probabilities for all types and attributes within that phase
                        by the mean of these values across all seven phases. As a result, certain
                        types and attributes contribute more total "probability" per occurrence
                        to the composite-probability distribution than others. The bottom row
                        of Table 14 gives the relative
                        weight given to each type or attribute in this analysis. If these phase
                        probability distributions had been left unweighted, each would have summed
                        to 1.000.
56
                        In the absence of a fairly complete calibration dataset like the one used
                        here, previous studies using composite probability distributions (e.g.,
                        Carlson 1983*1; Christenson
                            1994*1; Hurt 2001*1; Steponaitis
                            and Kintigh 1993*1) have assumed that the chronological distributions
                        of pottery types take the form of normal, bell-shaped curves. The scaled
                        phase probability distributions for pottery types and attributes derived
                        from the calibration dataset are plotted in Figure
                            6 and Figure 7; these
                        graphs show that this assumption is not realistic for these data. These
                        distributions are highly variable, and many more closely approximate an
                        S-shaped logistic curve than resemble a bell-shaped normal curve. In fact,
                        most studies on the diffusion of culture traits in living human populations
                        have found that logistic curves best capture the adoption dynamics of
                        such traits over time (Henrich 2001*1).
                        Thus, analyses using these empirically derived probability-density curves
                        are likely to produce more realistic results than approaches relying on
                        theoretical probability-density curves that do not in fact model the typical
                        dynamics of cultural transmission seen in empirical studies.
Probability-Density Analysis
57
                        The next step in the analysis is to use phase probability distributions
                        for types and attributes in conjunction with sample data to compute a
                        composite probability-density distribution for that sample. This is accomplished
                        in three steps: (1) the array of phase probabilities for each type or
                        attribute given in Table 14
                        is multiplied by the number of sherds of the corresponding type or with
                        the corresponding attribute in an assemblage (in this case, each assemblage
                        is a block-level pottery assemblage from Yellow Jacket given in Table
                            9); (2) the results are summed across all types and attributes; and
                        (3) the total probability for each phase is divided by the number of observations
                        in the assemblage to obtain the proportion of total probability assigned
                        to each phase. The resulting proportions are initial estimates of the
                        probability of occupation of each block during each of the seven phases.
                        These initial proportions are given for the block-level assemblages from
                        Yellow Jacket Pueblo in Table
                            15(A).
58
                        To produce Bayesian estimates of these proportions, we also need to calculate
                        the probability of actually obtaining the sample proportions of types
                        and attributes from each assemblage, on the assumption that each sample
                        was deposited during a particular phase with associated population proportions
                        given in the calibration dataset. The question asked in this step is,
                        What is the probability of obtaining the observed sample proportion of
                        a type or attribute if the sample were drawn from a given phase, given
                        the population proportion estimate for that type or attribute in that
                        phase in the calibration dataset? This figure can be obtained for each
                        period for each type or attribute in each assemblage using the assemblage
                        data, the calibration dataset, and the binomial distribution. For each
                        of the seven phases, the mean of these values across types and attributes
                        is taken as an estimate of the conditional probability that the sample
                        was drawn from that phase. The resulting array of conditional probabilities
                        for the block-level pottery assemblages from Yellow Jacket Pueblo is given
                        in Table 15(B). These data
                        indicate, for example, that the mean probability of obtaining the observed
                        sample of type and attribute proportions from Block 100, if it in fact
                        dated to Phase 1 (A.D. 10201060), is .08.
59
                        Finally, these conditional probabilities are combined with the initial
                        proportion estimates using Bayes' theorem to produce final estimates of
                        the probability of sherd deposition during each of the seven phases under
                        consideration. The version of Bayes' theorem used to calculate, for example,
                        the probability of sherd deposition during Phase 1 in Block 100 is shown
                        below in equation 4 (after Iversen
                            1984*1):
| Pprior (Ph1|B100) x Pcond (B100|Ph1) | |
| Ppost (Ph1|B100) = | 
                                 | 
                        
| S (for all i) [Pprior (Phi|B100) x Pcond (B100|Phi)]. | 
This equation reads, "the posterior probability of sherd deposition in Block 100 during Phase 1 equals the prior probability of sherd deposition in Block 100 during Phase 1, times the conditional probability of obtaining the Block 100 sample if it were deposited during Phase 1, divided by the sum, across Phases, of the prior probability for each Phase for Block 100, times the conditional probability for the Block 100 sample associated with each of the seven phases." The results of these calculations are given in Table 15(C). These final estimates are used below to assess the occupational histories of architectural blocks at Yellow Jacket.
A Test of the Method Using Sites from the Calibration Dataset
60
                        To my knowledge, the method of pottery dating presented in the above paragraphs
                        has not been attempted previously. Thus, it may prove useful to check
                        how well this method can predict periods of occupation at sites of known
                        age. Sites in the calibration dataset (Table
                            11 and Table 12) can
                        be used for this purpose. The analyzed assemblage from each site includes
                        one or two occupational components. Each component dates from only one
                        of seven time periods between A.D. 1020 and 1280, and most are associated
                        with tree-ring dates. At least one of the two components at every two-component
                        site is associated with tree-ring dates, and the relative chronological
                        relationships between components at two-component sites are clear in every
                        case. 
61
                        Table 16 presents Bayesian
                        posterior probability distributions for the sites in the calibration dataset.
                        These distributions were calculated using the same procedures applied
                        to the block assemblages from Yellow Jacket Pueblo (see the discussion
                        of the probability-density analysis, paragraphs 5759).
                        In this analysis, assemblages associated with each component at multiple-component
                        sites were aggregated to produce "mixed" assemblages. These whole-site
                        assemblages were used to determine whether the methods developed in this
                        report can (1) assign assemblages from sites of known age to their proper
                        temporal phases and (2) distinguish and date components from mixed assemblages.
                        The table entries in boldface type represent phases during which occupation
                        is known to have occurred for each of these sites (inferences based on
                        tree-ring dates). Underlined table entries indicate phases of occupation
                        suggested by the application of the following decision rules to the data
                        in the cells of the table: (1) if the site is known to be a single-component
                        site, the single most probable phase (or the mode of the posterior probability-density
                        distribution) was chosen as the phase of occupation; and (2) if the site
                        is known to have included two occupational components, the shape of the
                        probability distribution determined which two phases were chosen. If this
                        distribution was bimodal, the two modes were chosen; if it was unimodal,
                        the two most probable phases were chosen.
62
                        An important point raised by these decision rules is that, by themselves,
                        posterior probability distributions are insufficient for determining the
                        occupational histories of sites. One must also know something about the
                        occupation span of a site to interpret these distributions. In the absence
                        of this sort of ancillary information, other researchers working with
                        cumulative probability distributions have defined the occupation span
                        of a site by one of two standards: either as all phases above a certain
                        probability level (for example, .2 in Hurt
                            [2001*1]) or as the interval that encompasses a specified proportion
                        of the total area under the distribution, excluding the tails (for example,
                        75 percent in Steponaitis and Kintigh
                            [1993*1]). Application of such rules to the Bayesian posterior probability
                        distributions for the sites in the calibration dataset would produce imprecise
                        results and would overlook the bimodal probability distributions that
                        characterize sites with two discontinuous occupations separated by a period
                        of abandonment.
63
                        For example, using the posterior probability distribution for Saddlehorn
                        Hamlet (Table 16), we can
                        say that the likelihood that the artifacts at this site were deposited
                        between A.D. 1180 and 1280 is .92. Indeed, the probability of sherd deposition
                        during each phase in this interval is greater than .2. But this does not
                        necessarily mean that the actual occupation of Saddlehorn Hamlet was a
                        century in duration. In fact, accumulations of corrugated sherds (Table
                            7) suggest that the occupation span of this site was only about 23
                        years and therefore occurred during only one phase. In addition, the latest
                        tree-ring date from the site, a noncutting date of A.D. 1256, suggests
                        that this occupation occurred in the midA.D. 1200s. So in this case,
                        picking only the most probable phase in the site's probability-density
                        distribution, A.D. 12251260, yields an estimate of its occupational
                        history that is consistent with pottery accumulations and tree-ring data.
                        But we need to know how many phases to pick from the probability distribution
                        to arrive at this best estimate.
64
                        The components in the calibration dataset were defined in such a way that
                        each component would date from one, and only one, phase. If we interpret
                        posterior probability-density distributions for these sites using decision
                        rules that take this prior knowledge into account, the similarity between
                        phases suggested by the probability-density analysis (the underlined entries
                        in Table 16 ) and those suggested
                        by tree-ring data (the Table
                            16 entries in boldface type) shows that probability-density analysis
                        can accurately date sites with known occupation spans. Thirty of the 41
                        components in the calibration dataset are assigned to the same phase by
                        both tree-ring data and probability-density analysis. Furthermore, the
                        11 components that do not coincide are, in every case, assigned to adjacent
                        phases by the two methods. Figure
                            8 shows that discrepancies in these phase assignments are minor and
                        random. However, there is a slight tendency for assemblages tree-ring-dated
                        to Phase 2 or 3 to be assigned to an earlier phase by the probability-density
                        analysis. The assemblages from several of these sites are quite small
                        (Table 16), so it is possible
                        that sampling error is responsible for at least some of these discrepancies.
65
                        On one level these results are not surprising, because the components
                        in the calibration dataset and the site assemblages assigned to phases
                        in this test use sherds from the same sites. At a minimum, this test shows
                        that the method's calculations do not obscure the occupational histories
                        of these sites. The strongest possible test would be to use probability-density
                        analysis of "mixed" or total-site pottery assemblages to date the occupations
                        at multiple-component sites of known age that are not included in the
                        calibration dataset. It would be somewhat misguided, however, to conduct
                        such a test without using the best possible estimates of type and attribute
                        proportions for each phase, and to do so one would need to incorporate
                        information from as many appropriate contexts as is feasible in the calibration
                        dataset. It is also important to recognize that the calibration data
                        values are not simple proportions calculated by aggregating all components
                        dating from each phase into a single assemblage. Rather, they are estimates
                        of population parameters derived from several independent samples drawn
                        from the population of sherds deposited during a given phase. It is not
                        at all guaranteed that individual samples drawn from such a population
                        will be assigned to the proper phase through comparison with population
                        parameter estimates derived from numerous samples. That Bayesian probability-density
                        analysis can do so with an acceptable degree of accuracy suggests that
                        errors in assigning the sites in the calibration dataset to phases probably
                        derive more from shortcomings in the available data than from the mathematical
                        characteristics of the method.
Pottery Dating Synthesis, Yellow Jacket Pueblo
66
                        We are now in a position to combine occupation-span estimates with the
                        results of probability-density analysis to estimate the occupational history
                        of each investigated architectural block at Yellow Jacket Pueblo. Table
                            17(A) presents occupation-span estimates for each architectural block
                        derived using the regression equation developed from the Sand Canyon locality
                        tested sites (see paragraphs 2938). Table
                            17(B) presents the Bayesian posterior probability distribution for
                        each architectural block (see paragraphs 5759).
                        The phases during which sherd deposition (in most cases resulting from
                        habitation) is inferred for each architectural block are indicated by
                        the table entries in boldface type. The following decision rules were
                        used to allocate years of occupation in Table 17(A) to specific phases
                        in Table 17(B): (1) the single most probable phase was chosen, and the
                        number of years in this phase was subtracted from the occupation-span
                        estimate; (2) if the probability distribution was bimodal and the remaining
                        years to be allocated were more than half the number of years in the phase
                        corresponding to the secondary mode, the phase in which the secondary
                        mode occurs was chosen; (3) additional phases of occupation were chosen
                        in decreasing order of their relative probability, and the number of years
                        in each additional phase was subtracted from the remaining years of occupation
                        for that block, until the difference between the occupation-span estimate
                        and the number of years in the chosen phases of occupation was closest
                        to zero.
67
                        We can make several interpretations regarding the occupational history
                        of Yellow Jacket Pueblo on the basis of the table entries in boldface
                        type in Table 17(B). First,
                        we can say that the occupation of the site was continuous over approximately
                        220 years, because sherd deposition is likely to have occurred in multiple
                        architectural blocks during each period between A.D. 1060 and 1280. These
                        data also suggest that relatively few architectural blocks were occupied
                        between A.D. 1140 and 1180. This suggestion is consistent with evidence
                        of declining agricultural productivity (Van
                            West and Dean 2000*1), increased social conflict and violence (Billman
                            et al. 2000*1; Kuckelman et
                            al. 2000*1; Turner and Turner
                            1999*1), and declining construction activity (Varien
                            1999*1:188192) across the central Mesa Verde region during this
                        period. However, the calibration data are also weakest for this interval,
                        so it remains possible that this apparent decline in population is illusory.
                        Finally, these data suggest that the site population was greatest between
                        A.D. 1180 and 1225, that the population remained high between A.D. 1225
                        and 1260, and that the resident population declined slightly during the
                        final decades of occupation, between A.D. 1260 and 1280.
68
                        A more detailed model for the occupational history of Yellow Jacket Pueblo
                        can be developed by examining the spatial and temporal distribution of
                        architectural blocks occupied during various time periods. Figure 9, Figure 10, and
                        Figure 11 summarize the
                        spatial distribution and relative intensity of occupation in tested architectural
                        blocks during three stages of development: A.D. 10601140, A.D. 11801260,
                        and A.D. 12601280. Blocks that were not tested by Crow Canyon, including
                        structures on the southeast talus slope and those on the uplands outside
                        the Archaeological Conservancy boundary, are outlined but not labeled
                        on these maps. The relative intensity of occupation in each architectural
                        block during these three stages was determined by averaging the posterior-probability
                        values for each block over the phases in each stage, and ranking these
                        values in decreasing order of magnitude. Darker shading indicates a higher-ranked
                        intensity of occupation. It is likely that, for the most part, the architecture
                        of each block reached the form and extent recorded on the site map during
                        the stage in which it was occupied most intensively. However, no attempt
                        has been made to estimate the number and arrangement of architectural
                        features occupied during other stages. Thus, the current model simply
                        estimates times and places where sherd deposition resulting from occupational
                        activities occurred.
69
                        Although the available data offer only a broad-brush view, they suggest
                        several trends in the historical development of Yellow Jacket Pueblo.
                        First, the longest-occupied architectural blocks (Blocks 100700) cluster
                        along the central, north-south topographic "spine" on which the village
                        developed. Second, early occupation at the site, between A.D. 1060 and
                        1140, appears to have consisted of several habitations spaced along this
                        spine, including areas on the talus slope near the spring at the confluence
                        of the two drainages that define the "point" on which the site is located.
                        The Chaco-era great house and great kiva at the northern end of the site
                        were also probably constructed during this period. But, unfortunately,
                        these features are located in an area of the site that we were not granted
                        permission to test, so we do not have comparable pottery data with which
                        to support this hypothesis.
70
                        Third, the occupation of Yellow Jacket Pueblo was most extensive and intensive
                        between A.D. 1180 and 1260. During this period, the area along the central
                        spine filled in, and additional roomblocks were constructed east of the
                        spine and on the talus slope below the southwest canyon rim. For the most
                        part, the occupations of these more-peripheral roomblocks were shorter
                        than those of the central roomblocks. Finally, during the last 20 years
                        of occupation, roughly A.D. 1260 to 1280, the village population either
                        declined or coalesced into fewer architectural blocks (Figure
                            11). Several peripheral roomblocks were abandoned, and the settlement
                        contracted back toward the central spine. In addition, a major new construction,
                        the great tower complex (Block 1200), was undertaken along the canyon
                        rim at the northeast edge of the village. Kuckelman and Ortman incorporate
                        these pottery dating results with architectural and stratigraphic information
                        in a more synthetic discussion of the chronology of Yellow Jacket Pueblo
                        in "Chronology."
71
                        Rim-arc measurements were made on a sample
                        of rim sherds from white ware bowls and corrugated gray jars from Yellow
                        Jacket Pueblo. The radius of the parent vessel from which each rim sherd
                        derived was estimated by placing the rim face down on simplified radial
                        graph paper and comparing its curvature to a series of nested circles
                        drawn with radii at 3-cm intervals. Radius Interval 9 encompasses radii
                        that lie somewhere between 6 and 9 cm, Interval 12 encompasses radii that
                        lie somewhere between 9 and 12 cm, and so on. The degrees of arc encompassed
                        by the sherd was also estimated to the nearest 5 degrees, using the upper
                        boundary of the interval as a guide. In the analysis of bowl rims, an
                        attempt was made to identify sherds from the same vessel, and in such
                        cases, only the largest sherd from each vessel was included. No similar
                        attempt was made for rims from corrugated jars. However, because of the
                        much smaller number of rim sherds generated from a single corrugated jar
                        (compared with the number of rim sherds generated from a single bowl),
                        it is reasonable to assume that few of the jar rims analyzed derive from
                        the same original corrugated vessel. Thus, it is reasonable to assume
                        that these rim-arc data reflect rim-radius distributions for samples of
                        vessels rather than for samples of sherds per se.
72
                        Analyses of reconstructible vessels from Sand Canyon Pueblo, a late Pueblo
                        III village located approximately 15 km southwest of Yellow Jacket Pueblo,
                        indicate that, in general, rim diameters and volumes are correlated (Ortman
                            2000*2:par. 4446). This holds true for both white ware bowls
                        and corrugated gray jars. These analyses also suggest that the rim radius,
                        or the radius measured at the rim, of broken vessels can be estimated
                        with an acceptable degree of accuracy through rim-arc analysis (Ortman
                            2000*2:par. 49). Thus, distributions of rim-radius estimates should
                        reflect the size distributions of white ware bowls and corrugated gray
                        jars used and discarded at a site.
73
                        Rim-arc data were collected for white ware bowl rims from contexts that
                        could be assigned to one of two time groups on the basis of architectural,
                        stratigraphic, tree-ring, and pottery evidence. Sherds from the great
                        tower complex (Block 1200) can be securely dated to the final decades
                        of occupation, between A.D. 1260 and 1280; sherds from Blocks 700, 2200,
                        2600, and 3200, and from Structure 903, date from earlier periods, primarily
                        between A.D. 1100 and 1225. These two groups of sherds are labeled "Late"
                        and "Early," respectively.
74
                        In addition, every corrugated jar rim that was large enough to be measured
                        was analyzed. Pottery dating results were used to place these sherds into
                        four context groups. Rims from architectural blocks that were occupied
                        for 100 years or more, including the final decades of occupation (Blocks
                        100600, and 2000), were placed in the "Central" group. These blocks
                        are all located along the central, north-south "spine" of the village.
                        Rims from architectural blocks with occupations dating before A.D. 1180
                        ( Blocks 700, 2400, 2600, 3200, and 3300) were placed in the "Peripheral
                        Early" group; these blocks are scattered throughout the site. Rims from
                        architectural blocks with occupations that date from A.D. 1180 and later
                        (Blocks 800, 900, 1000, 1100, 2100, 2200, 2300, 2500, and 3400) were placed
                        in the "Peripheral Late" group; these blocks are located in various areas
                        of the site, but most are not along the central spine. Finally, rims from
                        Block 1200, the one block occupied between A.D. 1260 and 1280 only, were
                        assigned to the "Great Tower" group. Comparing the rim-arc data for white
                        ware bowls and corrugated gray jars in these time and context groups allows
                        us to examine changes in food preparation and serving activities over
                        the life of the village.
75
                        Figure 12 and Figure
                            13 present the results of rim-arc analysis for these various time
                        and context groups at Yellow Jacket Pueblo. Rims that encompass fewer
                        than 20 degrees of arc are excluded from these summaries because the accuracy
                        of rim-radius estimates derived from such sherds is questionable (Ortman
                            2000*2:par. 49). The total degrees of arc assigned to each radius
                        interval, rather than the count or weight of sherds assigned to each radius
                        interval, is used as the measure of abundance. This compensates for the
                        tendency of smaller-diameter vessels to break into fewer rim sherds that
                        encompass more degrees of arc than do larger-diameter vessels (Pierce
                            and Varien 1999*1).
76
                        The white ware bowl data in Figure
                            12 show that the distribution of radii in the Early group has a single
                        mode, whereas that in the Late group has two modes, at the 9- and 15-cm
                        intervals. The Late group also contains more large vessels than does the
                        Early group. These differences suggest that more large bowls, and bowls
                        of two distinct sizes, were used and discarded during the later years
                        of occupation at Yellow Jacket. Such changes in bowl size over time probably
                        relate to changes in the nature of meals served in the village. Rim-arc
                        data from sites in the Sand Canyon locality (Ortman
                            2000*2:par. 5354; Ortman
                            and Bradley 2002*1) and from Woods Canyon Pueblo (Ortman
                            2002*1) exhibit similar patterns.
77
                        Cowgill (1990*2:68) argues that
                        a bimodal size distribution for a group of artifacts likely reflects the
                        existence of a conceptual distinction between large and small versions
                        of that artifact type among their makers. Following this argument, it
                        is likely that bowls discarded at the great tower complex during the final
                        years of occupation at Yellow Jacket were conceived of as having two distinct
                        sizes. Additional analysis will be necessary to determine whether this
                        distinction was prevalent throughout the village during the final decades
                        of occupation or was restricted to bowls used and discarded at the great
                        tower complex only. Because bimodal size patterns are apparent in late
                        Pueblo III assemblages from Sand Canyon, Castle Rock, and Woods Canyon
                        pueblos, however, it is likely that similar food-serving and food-consumption
                        practices characterized several late Pueblo III villages in the central
                        Mesa Verde region.
78
                        Previous analyses of corrugated gray jar rims have also identified changing
                        patterns in vessel size associated with the development of late Pueblo
                        III villages. Data from sites in the Sand Canyon locality suggest that
                        more large-volume cooking pots were used and discarded at Sand Canyon
                        Pueblo than at smaller villages and earlier hamlets in the locality (Ortman
                            2000*2: par. 57). Because the sizes of households do not appear to
                        have changed over time, these data suggest that more communal meals were
                        prepared and consumed at Sand Canyon Pueblo than at smaller Sand Canyon
                        locality sites (Ortman 2000*2;
                        Ortman and Bradley 2002*1).
                        Rim-arc data for corrugated jar rims from Yellow Jacket Pueblo (Figure
                            13) also duplicate these results. The rim-radius distributions for
                        corrugated jars in the Peripheral Late group and for jars in the Great
                        Tower group clearly show that more large-volume corrugated jars were used
                        and discarded in these areas than in roomblocks in the Central and Peripheral
                        Early groups. Assemblages in the Central group contain a mixture of vessels
                        deposited early and late in the village's history, and thus they are not
                        suitable for illustrating time trends. Nevertheless, comparison of rim-radius
                        distributions for the remaining three context groups suggests that more
                        large meals were prepared and consumed at Yellow Jacket during the final
                        century of Pueblo occupation, when the site was a large village, than
                        in earlier times.
79
                        Classifications of corrugated gray ware pottery devised for chronological
                        purposes derive from the observation that rim eversion in corrugated jars
                        increased gradually over time. Wilson
                            and Blinman's (1999*1) classification includes three types, as follows:
Mancos Corrugated, for rims with eversion of less than 30 degrees (most common between A.D. 1025 and 1100)
Dolores Corrugated, for rims with eversion between 30 and 55 degrees (most common between A.D. 1100 and 1180)
Mesa Verde Corrugated, for rims with eversion greater than 55 degrees (most common between A.D. 1225 and 1280)
The classification system used by Crow Canyon, in contrast, recognizes only two types: Mancos Corrugated, for rims with eversion less than or equal to 30 degrees, and Mesa Verde Corrugated, for rims with eversion greater than 30 degrees. Dolores Corrugated is, in effect, subsumed by Mesa Verde Corrugated. In both systems, the degree of eversion is estimated visually by holding the sherd as it would have been oriented in the original vessel and examining its profile. Crow Canyon uses the simpler, two-type system to minimize interobserver variation in typing. An unfortunate result of this system is that most corrugated rim sherds deposited at Pueblo III sites are classified as a single type, Mesa Verde Corrugated, and thus are of little value for relative dating arguments.
80
                        Because variation in rim eversion in corrugated jars is continuous, an
                        alternative to typological classification for assessing the chronological
                        value of sherds from such vessels is to measure the eversion angle directly.
                        This has been attempted previously using samples of corrugated rim sherds
                        from Woods Canyon Pueblo and the Yellow Jacket great tower complex (Ortman
                            2002*1). Results of this previous study suggest that it is difficult
                        to calculate eversion angles directly from rim measurements, but that
                        both the horizontal width and the diagonal length of rims on corrugated
                        jars increased over time. This suggests that time-sensitive variation
                        in corrugated jar form might be captured more simply by measuring the
                        curvilinear distance from the inflection point marking the minimum orifice
                        diameter of the vessel out to the edge of the rim. A flexible ruler, graduated
                        in fiftieths of an inch, was used to record this measurement for all 257
                        corrugated jar rims in the Yellow Jacket assemblage on which both the
                        rim edge and the inflection point perpendicular to and below this edge
                        (marking the minimum orifice diameter) could be identified.
81
                        Figure 14 uses box plots
                        to summarize the distribution of these flare measurements across four
                        vessel-size categories and across the four context groups defined in paragraph
                            74. The four size categories are as follows: small (radius intervals
                        3 and 6), medium (radius interval 9), large (radius interval 12), and
                        extra-large (radius intervals 15 and 18). For each distribution, the shaded
                        box represents the midspread (middle 50 percent of cases); the thick,
                        horizontal line inside the box represents the median; and the tails illustrate
                        the range of values, up to 1.5 box lengths from the edges of the box.
                        Outliers are excluded from these charts.
82
                        Figure 14 shows that
                        the flare of corrugated rims is associated to some degree with both vessel
                        size, as estimated by rim-arc analysis, and time, insofar as it is captured
                        by the four context groups. The midspread of flare measurements increases
                        gradually with vessel size, and the median flare measurement increases
                        gradually across the four context groups. In contrast, evidence that variation
                        in rim-flare measurements is associated with occupation span is equivocal.
                        The midspread of measurements for the Central group assemblage, deposited
                        over a two-century period, is actually less than that for the Great Tower
                        group assemblage, which was deposited over the span of a few decades.
                        And although the range of flare measurements is greatest for the
                        Central group, this group also has the largest sample size.
83
                        It is therefore clear that some of the variation in flare measurements
                        results from the fact that larger vessels tend to have larger rims that
                        will produce larger measurements somewhat independent of the shape of
                        the rim. Because rim-arc data suggest that late assemblages from Yellow
                        Jacket Pueblo contain more large corrugated vessels than do early assemblages,
                        one might expect sherds from these late assemblages to possess larger
                        rim measurements overall. However, the pattern of increasing "flare" through
                        time appears to hold even when vessel size is taken into account. Figure
                            15 shows that, for the most part, the flare of corrugated jar rims
                        increased through time within individual size categories. Thus, the increase
                        over time in the degree of rim flare in corrugated jars observed in this
                        dataset appears to reflect both an inherent increase in the flare of rims
                        and an increase in the number of large vessels used and deposited at the
                        site. Additional studies using unmixed, single-component assemblages may
                        be necessary to identify chronological patterning in corrugated vessel
                        form more clearly.
84
                        A number of modified sherds and shaped sherds were collected during excavations
                        at Yellow Jacket Pueblo. Table
                            18 summarizes the pottery types of these sherds by count and weight
                        and also presents relative frequencies of different types by count and
                        weight. Modified sherds possess at least one abraded edge. In some cases
                        this modification may have resulted from scraping wet clay during pottery
                        making. However, no attempt was made to identify pottery scrapers among
                        the modified sherds recovered from Yellow Jacket Pueblo. Shaped sherds
                        have edges that were flaked, ground, or both, to make a specific shape.
                        Some larger shaped sherds may be pottery fragments that were used as containers
                        (called "sherd containers" in Crow Canyon's analysis system) or as pottery-molding
                        trays called pukis. Perforated sherds with shaped edges were classified
                        as sherd pendants and are discussed in paragraphs
                            155156. Sherds with shaped edges but lacking a perforation,
                        such as disks, triangles, and rectangles, were classified as shaped sherds
                        and are included here. These shaped sherds may have been pendant blanks,
                        gaming pieces, or other nonutilitarian items.
85
                        Table 19 summarizes modified
                        and shaped sherds according to the ware and form of the parent vessel
                        for each piece. A comparison of the percentages by count and weight shows
                        that relatively fewer modified or shaped sherds came from corrugated vessels,
                        but that these sherds tend to be larger than the modified or shaped sherds
                        from vessels of other wares. Corrugated sherds are not well suited for
                        use as pottery scrapers, because they have uneven surfaces, coarse paste,
                        and large temper inclusions, all of which make it difficult to create
                        a smooth scraping edge. However, several complete corrugated sherd containers
                        have been found in excavations at other sites, such as Sand Canyon Pueblo.
                        Most modified and shaped sherds at Yellow Jacket Pueblo are from white
                        ware vessels. White ware jar sherds were often of an appropriate size,
                        shape, and curvature for use as pottery scrapers. In contrast, sherds
                        from white ware bowls were typically more intricately painted and finely
                        finished and, therefore, were more suitable for shaping into gaming pieces
                        or pendant blanks.
86
                        Seventeen whole, partial, or reconstructible
                        vessels were collected from various contexts at Yellow Jacket Pueblo.
                        Ten of these are white ware bowls, four are corrugated jars, one is a
                        lid from a kiva jar, one is a mug, and one is a sherd container made from
                        the base of a corrugated jar. No nonlocal vessels were found.
87
                        Vessel type, form, and condition are recorded during analysis. In addition
                        to these data, specific vessel measurements and information about archaeological
                        context are presented in Table
                            20 and Table 21, respectively.
                        If a vessel has been reconstructed, you can click on its vessel number
                        in Table 20 or Table
                            21 to see a photograph of it. Vessel numbers 1118 were assigned
                        to pottery vessels from the excavations of "Square Mug House" (that is,
                        the great tower complex) by the Museum of Western State College in 1931
                        (Hurst and Lotrich 1932*1) and
                        are not considered here.
Pottery Production and Exchange
88
                        This section summarizes the direct and indirect evidence of pottery production
                        at Yellow Jacket Pueblo and examines the intraregional networks of pottery
                        exchange in which Yellow Jacket participated. Evidence of long-distance
                        pottery exchange is presented in the discussion of objects of nonlocal
                        materials (paragraphs 157159).
Direct Evidence of Pottery Production
89
                        Direct evidence of pottery production in the Yellow Jacket Pueblo assemblage
                        is summarized in Table 22.
                        Such evidence includes manufacturing tools such as polishing stones, raw
                        materials such as pottery clay and temper, and unfinished vessels such
                        as unfired sherds. A fourth potential type of direct evidence is pottery
                        scrapers made from sherds. Although pottery scrapers have been collected
                        from other sites in southwestern Colorado (e.g., Wilson
                            1988*2:Table A.6), no attempt was made to identify them in the Yellow
                        Jacket assemblage.
90
                        Prepared clays suitable for use in pottery making were found in several
                        locations at Yellow Jacket Pueblo. Igneous rock samples are also considered
                        to be raw material for pottery manufacture because this material was not
                        often made into stone tools, but was often ground for use as temper in
                        white ware and corrugated gray ware vessels. Because the closest major
                        source of igneous rock is the Dolores River valley, approximately 10 km
                        to the east, this material must have been brought to the site by humans.
91
                        Polishing stones are small, very smooth, and very hard stones or pebbles
                        that exhibit evidence of abrasive wear. Most polishing stones from Yellow
                        Jacket are of high-quality, fine-grained stone, including cherts, quartzites,
                        and agate/chalcedony. Although some of these stones might have been found
                        locally, many others were of rare materials that required some effort
                        to procure. Traces of clay found adhering to such stones from other sites
                        indicate that at least some polishing stones were used for polishing the
                        surfaces of unfired vessels during manufacture. Because surfaces of corrugated
                        gray ware vessels were not polished, polishing stones constitute direct
                        evidence of white ware manufacture only. It is unknown whether polishing
                        stones had other uses.
92
                        A number of clay objects that were clearly not pottery sherds were found
                        at Yellow Jacket. A few may have been appliques attached to pottery vessels,
                        but several appear to be remnants of manipulated pottery clay, leftover
                        from pottery making. Some of these objects had been fired. Because it
                        is unlikely that such items would have been traded, many probably represent
                        by-products of pottery manufacture.
93
                        Previous studies (e.g., Ortman 2002*1;
                        Pierce et al. 2002*1) have suggested
                        that production of corrugated gray ware pottery might have been more specialized
                        than production of white ware pottery in the central Mesa Verde region.
                        This inference is based on (1) the extreme rarity of unfired corrugated
                        sherds; (2) the absence of coarsely ground clay samples with large, chunky
                        temper; and (3) the more widespread distribution of igneous-tempered corrugated
                        vessels than igneous-tempered white ware vessels. No attempt was made
                        to determine whether the pottery clay samples and "other ceramic artifacts"
                        from Yellow Jacket are of white ware or corrugated gray ware pastes. However,
                        the presence of igneous rock samples in the assemblage does suggest that
                        potters living in the village had access to this temper material. Thus,
                        direct evidence of pottery making at Yellow Jacket does not indicate whether
                        corrugated gray ware vessels were produced in the village. Indirect evidence,
                        in the form of temper materials incorporated into white ware and corrugated
                        gray ware vessels deposited at the site, is discussed in paragraphs
                            98112.
94
                        Although the available data are insufficient
                        to determine the kinds of vessels produced in the village, the amount
                        and distribution of direct evidence for pottery making across architectural
                        blocks can be used to examine the overall organization of pottery production
                        at Yellow Jacket. If pottery making took place throughout the village,
                        direct evidence of such activity should be present in each architectural
                        block. On the other hand, if pottery production was centralized in certain
                        areas, one would expect the direct evidence of pottery making to be more
                        abundant in these areas.
95
                        Direct evidence of pottery making at Yellow Jacket Pueblo is tabulated
                        by architectural block in Table
                            23. The total weight of corrugated gray sherds recovered from each
                        block is also presented in the right-hand column as a measure of sample
                        size. This figure can be used to standardize pottery making against cooking,
                        a routine daily activity. Because Yellow Jacket Pueblo received only limited
                        testing, it is possible that there are concentrations of direct evidence
                        in contexts that were not excavated. Nevertheless, direct evidence of
                        pottery production was found in 15 of 22 sampled architectural blocks,
                        which suggests that pottery production was widespread across the village.
                        This pattern has been noted at numerous Pueblo sites in southwest Colorado
                        (Errickson 1993*1; Ortman
                            2000*2:par. 69, 2002*1;
                        Pierce and Varien 1999*1:Figure
                        15.16; Pierce et al. 2002*1;
                        Wilson 1988*2, 1991*1).
96
                        We can examine whether pottery making might have been more frequent in
                        certain areas by standardizing the direct evidence according to the total
                        recovery of corrugated pottery from each block. It is apparent from Figure
                            16 that the relationship between these two variables is basically
                        linear for most architectural blocks. However, the assemblage from Block
                        1200 clearly deviates from this pattern and contains far less direct evidence
                        of pottery making per gram of corrugated pottery than do assemblages from
                        other architectural blocks. Although this may indicate that pottery was
                        not made as often in Block 1200, sampling and preservational factors may
                        also be responsible for some, or all, of this deviation. Most excavation
                        units in Block 1200 were placed inside structures that had been excavated
                        and backfilled by Western State College in 1931, whereas few excavation
                        units in other architectural blocks exposed structure interiors. It may
                        be most informative to compare only those architectural blocks from which
                        we have comparable assemblages.
97
                        When Block 1200 is excluded from consideration, the abundance of direct
                        evidence of pottery making appears to be correlated with sample size,
                        but a few assemblages deviate notably from a linear relationship (Figure
                            17). Relative to sample size, the assemblages from Blocks 400, 600,
                        and 900 all contain more direct evidence of pottery making than do assemblages
                        from other blocks. Pottery dating estimates for Blocks 400, 600, and 900
                        indicate that the primary occupation of each dates to A.D. 1180 and later
                        [Table 17(B)]. These data
                        raise the possibility that pottery making became somewhat centralized
                        within a few architectural blocks during the final century of occupation.
                        This is a tentative hypothesis, however, because of the small quantity
                        of data collected, and because block- or site-level centralization of
                        pottery production has not been identified at other sites.
Indirect Evidence of Intraregional Pottery Production and Exchange
98
                        Available indirect evidence of intraregional pottery production and exchange
                        consists of temper data from white and gray ware sherds. In this section,
                        temper data from Yellow Jacket Pueblo are used to examine local pottery
                        exchange. This analysis builds on previous studies of local pottery exchange
                        in the Sand Canyon locality (Glowacki
                            1995*1; Glowacki et al. 1995*1,
                        1998*1; Pierce
                            et al. 2002*1) and other areas of southwestern Colorado. In these
                        studies, researchers examined instrumental neutron activation analysis
                        data (Glowacki et al. 1997*1)
                        and temper data (Blinman 1986*2;
                        Blinman and Wilson 1988*3, 1992*1,
                        1993*1; Ortman
                            2000*2:par. 7883) to identify distinct white ware manufacturing
                        tracts and modest levels of vessel movement between sites. Evidence for
                        long-distance, interregional pottery exchange is discussed in paragraphs
                            113119.
99
                        Temper analysis was performed on a sample of rims from white ware bowls
                        and corrugated gray jars in the Yellow Jacket Pueblo assemblage. Sherds
                        from the same time groups defined for the rim-arc analysis of white ware
                        bowls (see paragraph 73) were examined: those sherds
                        assigned to the Late group are from the great tower complex (Block 1200),
                        which is tree-ring dated to the final decades of occupation, between A.D.
                        1260 and 1280; those sherds assigned to the Early group are from Blocks
                        700, 2200, 2600, and 3200, and from Structure 903, all of which date from
                        earlier periods, primarily between A.D. 1100 and 1225. The corrugated
                        jar sherds included in this temper analysis are a subset of those examined
                        for the rim-arc analysis, and this subset was drawn from the same study
                        units chosen for the white ware rim-arc analysis.
100
                        Each rim from these contexts that was large enough to be nipped without
                        obliterating evidence of design or rim form was examined using a binocular
                        microscope. In the analysis of bowl rims, an attempt was made to identify
                        sherds that came from the same vessel, and in such cases only data from
                        the largest sherd from each vessel were included. No similar attempt was
                        made for corrugated jar rims. However, because of the much smaller number
                        of rim sherds that result from the breakage of a single corrugated jar,
                        it is reasonable to assume that few of the analyzed rims derive from the
                        same original corrugated vessel. Thus, it is reasonable to assume that
                        the temper data discussed below derive from a number of different vessels.
101
                        Each analyzed sherd was classified on the
                        basis of the most abundant type of nonplastic inclusion (that is, temper)
                        mixed with the clay during paste preparation. Most of the tempers identified
                        in these sherds were readily available in the immediate site area. The
                        exception is igneous rock, which originates in the intrusive volcanic
                        mountains of the Four Corners area, including the Sleeping Ute and San
                        Juan mountains in Colorado, the Abajo Mountains in Utah, and the Carrizo
                        and Chuska mountains in Arizona and New Mexico. Weathered igneous cobbles
                        suitable for use as pottery temper can be found on terraces along the
                        watercourses that drain these mountains. The closest known source of igneous
                        rock to Yellow Jacket Pueblo is the Dolores River valley, approximately
                        10 km northeast of the site.
102
                        Cross-cultural data compiled by Arnold
                            (1985*1:5156) suggest that potters in small-scale societies
                        tend to travel no more than 6 to 9 km to obtain temper for pottery making.
                        The closest major source of igneous rock is farther than 9 km from Yellow
                        Jacket Pueblo. This suggests that at least some of the igneous-tempered
                        pottery found at the site was not made by the residents of the pueblo.
                        However, the fact that igneous rock was found at Yellow Jacket leaves
                        open the possibility that this material was acquired for use as pottery
                        temper through exchange or during special collection trips to the sources.
White Ware Temper Data
103
                        Table 24 presents temper
                        data for a sample of white ware bowls from Early and Late contexts at
                        Yellow Jacket Pueblo. Four temper types were identified in the analysis:
                        crushed sandstone, crushed igneous rock, quartz sand, and crushed sherd.
                        The data indicate that most white ware vessels from the site were tempered
                        with crushed sherds. A temporal trend in the predominant type of temper
                        used is also suggested, with crushed sandstone becoming more common and
                        crushed igneous rock less common through time.
104
                        Because sandstone was more readily available than igneous rock in the
                        immediate site area, these data suggest that, over time, either white
                        ware vessels were exchanged less often or igneous rock was used less often
                        for tempering white ware pastes. Either or both possibilities could have
                        resulted from a decreased flow of people and goods across the central
                        Mesa Verde region during the final decades of Pueblo occupation. In either
                        case, the location of Yellow Jacket Pueblofar away from igneous
                        rock sourcesis clearly one factor that affected the prevalence of
                        igneous temper at the site. Within any particular time period, igneous
                        temper appears to have been more common at Mesa Verderegion sites
                        located close to sources of this material. For example, during the final
                        decades of occupation at Castle Rock Pueblo, a site located adjacent to
                        a major source of igneous rock, approximately 30 percent of white ware
                        vessels were igneous tempered (Ortman
                            2000*2:Table 21), whereas only 1 percent of white ware vessels were
                        igneous tempered in late contexts at Yellow Jacket Pueblo.
Corrugated Gray Ware Temper Data
105
                        Table 25 presents temper
                        data for a sample of corrugated jars from Early and Late contexts at Yellow
                        Jacket. Several distinct tempers were identified in these vessels. Crushed
                        sandstone, quartz sand, and crushed igneous rock are also present in white
                        ware sherds, but they have larger particle sizes in corrugated gray ware
                        pastes. Additional tempers in corrugated vessels were derived from some
                        form of weathered or decomposed sedimentary rock. Multilithic sands are
                        usually coarse, weathered, subangular grains with various colors and types
                        of rock included. They may derive from weathered conglomerate sandstone.
                        Weathered metamorphic rock temper appears to be crushed or cracked chunks
                        of rock having granular morphology, uniform texture and fluid colors.
                        These rocks probably derive from weathered chunks of silicified or metamorphosed
                        sandstone. Fractured quartz temper consists of uniformly white, crystalline,
                        angular quartz fragments.
106
                        As was observed for tempers in white ware bowls, the use of igneous rock
                        as a tempering agent in corrugated jars declined over time as the use
                        of various sedimentary rock tempers increased. In paragraph
                            78, it was also noted that more large corrugated vessels, as opposed
                        to small corrugated vessels, were deposited during the final century of
                        occupation at Yellow Jacket than in earlier times. Because the frequency
                        of both large vessels and sedimentary temper increased over time, it is
                        possible that differences in temper use relate more to vessel size than
                        to time period. Correlation coefficients, however, suggest the oppositethat
                        is, the use of sedimentary or igneous tempers (temper source) is in fact
                        more strongly correlated with time period (Early vs. Late group) than
                        with vessel size (rim-radius interval) (Table
                            26). This suggests that the increased use of sedimentary tempers in
                        corrugated jars over time is not related to the different functional requirements
                        of large vs. small cooking pots. The change is more likely to have been
                        related to a decline in the availability of igneous rock and vessels tempered
                        with igneous rock. This hypothesis could be examined further by comparing
                        rim-arc and temper-analysis results for cooking pots from a late Pueblo
                        III community center located closer to igneous rock sources.
Comparison of Temper in White Ware and Corrugated Gray Ware Vessels
107
                        There are many differences in the tempers
                        used in white ware and corrugated gray ware vessels at Yellow Jacket Pueblo.
                        Crushed sherd, the most common temper in white ware vessels, is completely
                        absent as a tempering agent in the corrugated gray ware samples. Also,
                        a wider variety of sedimentary tempers were used in corrugated vessels
                        than in white ware vessels. Finally, igneous temper is much more common
                        in corrugated gray ware vessels than in white ware vessels, regardless
                        of context.
108
                        These differences in temper use between corrugated gray and white ware
                        vessels probably relate to differences in the ways the vessels were used.
                        Corrugated gray ware jars were cooking pots that were routinely subjected
                        to thermal stress by being placed over open fires; this created marked
                        temperature variation across the surface of the vessels and between the
                        inside and outside walls of the vessels (Pierce
                            1998*1). Under these circumstances, tempering agents that resisted
                        thermal expansion would have counteracted the tendency of fired clay to
                        expand when heated and thus would have helped the corrugated vessels withstand
                        thermal stress without cracking or breaking (West
                            1992*1). In addition, the larger temper particles in cooking pots
                        would have helped diffuse the kinds of microfractures that develop during
                        use, increasing the use life of the vessel (Varien
                            1999*1:Chapter 4).
109
                        White ware vessels, in contrast, were used
                        for serving and storage and were not exposed to significant thermal stress
                        after firing. As a result, temper in white ware pastes functioned primarily
                        to keep unfired vessels from cracking as they dried during the manufacturing
                        process. Presumably, crushed-sherd temper was used in white ware vessels,
                        even though it resulted in effectively "untempered" finished fabrics,
                        because thermal stress did not often occur during the typical uses of
                        finished white ware vessels.
110
                        In a recent study, Hensler (1999*1:676682)
                        compared the thermal-stress resistance of corrugated gray ware sherds
                        tempered with sand vs. trachytea type of igneous rock found in the
                        Chuska Mountains of New Mexico and Arizona. She found that trachyte-tempered
                        sherds appeared to possess greater thermal-stress resistance than did
                        sand-tempered sherds and attributed this difference to the performance
                        characteristics of trachyte temper. These characteristics also may apply
                        to the local igneous tempers used in the central Mesa Verde region. If
                        so, it is likely that cooking pots tempered with igneous rock lasted longer
                        than cooking pots tempered with sedimentary materials.
111
                        Ortman (2000*2:par. 7783)
                        examined the distribution of igneous-tempered white ware vessels at Late
                        Pueblo III sites across southwestern Colorado, including in the great
                        tower complex at Yellow Jacket, and found that the distribution pattern
                        supported a model of unstructured, down-the-line exchange that probably
                        took the form of gift exchange between friends and relatives living in
                        nearby settlements. This interpretation was based partly on the assumption
                        that there was no functional advantage to using igneous temper in white
                        ware vessels. There are insufficient data to determine whether corrugated
                        vessels moved over the social landscape in a similar way. However, the
                        higher frequency of igneous-tempered corrugated sherds compared with white
                        ware sherds in both early and late contexts at Yellow Jacket and Woods
                        Canyon pueblos (Ortman 2002*1)
                        suggests that igneous-tempered corrugated vessels were more widespread
                        than igneous-tempered white ware vessels. In addition, the use of igneous
                        temper at Yellow Jacket declined much more precipitously in white ware
                        vessels (23:1) than in corrugated vessels (2:1) over time. These patterns
                        offer indirect support for the model that igneous-tempered cooking pots
                        had better performance characteristics than cooking pots tempered with
                        other materials, including the sedimentary tempers found in most of the
                        late-context corrugated sherds at Yellow Jacket.
112
                        If the superior performance of igneous-tempered
                        cooking pots was recognized, residents might have tried either to make
                        such vessels using imported igneous temper or to obtain igneous-tempered
                        vessels through trade. Potters in communities located close to igneous
                        rock sources might have produced corrugated cooking pots specifically
                        for exchange. In addition, the increased use of sedimentary temper for
                        cooking pots, despite its functional inferiority, may indicate that igneous
                        rock became less accessible over time. This could have resulted from an
                        increasing reluctance to travel between and outside community boundaries
                        during the final decades of Pueblo occupation in southwest Colorado.
Long-Distance Pottery Exchange
Imported Pottery by Architectural Block
113
                        A small number of sherds in the pottery assemblage from Yellow Jacket
                        Pueblo were identified as being of nonlocal manufacture, based on paste,
                        temper, and color characteristics. Such sherds were classified using type
                        descriptions by Breternitz et al.
                            (1974*1), Carlson (1970*1),
                        Colton and Hargrave (1937*1),
                        and Toll and McKenna (1997*1).
                        Table 27 tabulates these
                        items by ware, type, and architectural block. The total weight of local
                        corrugated gray sherds recovered from each block is also given as a measure
                        of sample size. Most imported sherds were from red ware serving bowls
                        (Table 2), suggesting
                        that such vessels were more valued as gift or trade items than were other
                        wares and forms.
114
                        Most of the sherds from clearly imported vessels found at Yellow Jacket
                        Pueblo are San Juan Red Ware. These vessels were made by Mesa Verdetradition
                        potters who lived in areas where red-firing clays were available. These
                        clays are most prevalent in the canyon country of southeastern Utah (Hegmon
                            et al. 1997*1), but it is possible that alluvial clays of McElmo Creek,
                        15 km south of Yellow Jacket, were also suitable (Glowacki
                            et al. 1997*1). For these reasons, San Juan Red Ware sherds are categorized
                        as "local" in Crow Canyon's analysis system, even though it is unlikely
                        that such vessels were made in the vicinity of Yellow Jacket Pueblo. San
                        Juan Red Ware vessels do not appear to have been produced after A.D. 1150,
                        so it is most likely that the San Juan Red Ware sherds in the Yellow Jacket
                        assemblage were deposited during the early years of occupation at the
                        site. However, sherds of San Juan Red Ware are often found in small quantities
                        in sites occupied after A.D. 1180. Pierce
                            et al. (1999*1) suggest that such occurrences are a result of the
                        site inhabitants scavenging red ware sherds from earlier middens. A similar
                        process could have introduced additional San Juan Red Ware sherds to Yellow
                        Jacket Pueblo in later years.
115
                        Other nonlocal sherds in the Yellow Jacket assemblage were identified
                        as Tusayan Red Ware, Tsegi Orange Ware, Cibola White Ware, and White Mountain
                        Red Ware. The date ranges encompassed by these types span the Pueblo I
                        through Pueblo III periods. There are no Fremont, Numic, Pueblo IV or
                        historicperiod pottery types in the Yellow Jacket collection. The
                        nonlocal sherds thus suggest trade connections with southeastern Utah,
                        northeastern Arizona, and northwestern New Mexico, but not with adjacent
                        Fremont and possible Numic populations to the north and northwest.
116
                        The only identified nonlocal white ware sherds were classified as Gallup
                        Black-on-white. Sherds of Tusayan and Chuska white ware and Chuska Gray
                        Ware are easily distinguishable from local sherds, so their absence from
                        the Yellow Jacket collection is probably real. However, it is difficult
                        to distinguish between Tusayan, Cibola, and Mesa Verde gray wares, because
                        many of the same tempers were used in all three traditions. It is also
                        difficult to distinguish Pueblo III Cibola White Ware from local Mesa
                        Verde White Ware, because the two have overlapping temper, paste, paint,
                        and design characteristics. In general, gray ware and white ware sherds
                        were assumed to be of local manufacture if no distinctive characteristics
                        of other pottery traditions were identifiable. Thus, it is possible that
                        there are additional nonlocal white and gray ware sherds in the Yellow
                        Jacket assemblage that were not identified as such in our analyses.
Summary of Imported Pottery by Context Group
117
                        Time trends in the importation of pottery to Yellow Jacket can be addressed
                        by comparing the density and sources of imported sherds in the same four
                        context groups defined in paragraph 74 for corrugated
                        jar rims in the rim-arc analysis: Central (architectural blocks that were
                        occupied for 100 years or more, including the final decades of occupation),
                        Peripheral Early (architectural blocks with occupations dating before
                        A.D. 1180), Peripheral Late (blocks with occupations dating from A.D.
                        1180 and later), and Great Tower (Block 1200, the one block occupied between
                        A.D. 1260 and 1280 only). The source of each type of imported sherd can
                        also be summarized. San Juan Red Ware sherds came from the western Mesa
                        Verde region in southeastern Utah, Tusayan Red Ware and Tsegi Orange Ware
                        from the Kayenta region of northeastern Arizona, and Cibola White Ware
                        and White Mountain Red Ware from the San Juan Basin in northwestern New
                        Mexico.
118
                        Figure 18 uses these
                        context and source groups to summarize the intensity and directionality
                        of long-distance pottery exchange over the occupational history of Yellow
                        Jacket Pueblo. Several patterns are apparent from this table. First, imported
                        pottery is relatively rare in the Yellow Jacket assemblage overall. Approximately
                        one sherd of imported pottery was identified per kilogram of corrugated
                        pottery recovered from the site. Second, most of the imported pottery
                        came from the western Mesa Verde region; the next most common source was
                        the Kayenta region; the least common was the San Juan Basin. Third, the
                        dominant sources of imported pottery appear to have changed over time.
                        In roomblocks occupied before A.D. 1180 (Peripheral Early), most of the
                        imported pottery originated in the western Mesa Verde region. Next most
                        abundant are sherds from the San Juan Basin, and least abundant are sherds
                        from the Kayenta region. In contrast, in roomblocks occupied after A.D.
                        1180 (Peripheral Late), most of the imported pottery originated in the
                        Kayenta region, less in the western Mesa Verde region, and least in the
                        San Juan Basin. Finally, the frequency of imported pottery from all sources
                        is lowest in the assemblage from the great tower complex, and almost all
                        of it originated in the western Mesa Verde region. Because San Juan Red
                        Ware vessels were not produced during the final century of Pueblo occupation,
                        it is likely that most sherds from the western Mesa Verde region found
                        in these two later context groups were scavenged. Thus, it appears that
                        long-distance pottery exchange declined dramatically during the final
                        decades of occupation. A similar decline has been noted at sites across
                        southwestern Colorado (Ortman 2000*2:par.
                        8790).
119
                        These temporal trends may be related, to some degree, to the culture history
                        of the source areas. The data suggest that the frequency of imported pottery
                        from the San Juan Basin peaked at Yellow Jacket during the A.D. 1100s,
                        when the Chaco Phenomenon reached its zenith. Likewise, the frequency
                        of imported pottery from the Kayenta region appears to have peaked in
                        the A.D. 1200s, when the Kayenta regional population reached its maximum
                        size (Dean 1996*1:Figure 3.3).
                        This pattern suggests that the intensity of long-distance pottery exchange
                        over time may relate more to the overall amount of pottery produced in
                        regions of origin than to conscious preference by inhabitants of the central
                        Mesa Verde region. That is, changing frequencies of imported pottery from
                        various sources at Yellow Jacket over time could be accounted for with
                        a simple model of effectively random diffusion of vessels from all regions
                        across the social landscape of the ancient Four Corners. In this model,
                        the frequency of pottery from any given source at a site would be expected
                        to vary primarily with the distance of that site from the source and with
                        the total output of vessels over any given time period in its source area.
Chipped-Stone Tools and Manufacturing Debris
Definitions of Raw Material Categories
120
                        Although knowledge of lithic-procurement
                        sites and raw material availability in southwestern Colorado is limited,
                        the raw materials out of which chipped-stone tools were made at Yellow
                        Jacket can be grouped into local, semilocal, and nonlocal stone types.
                        Each group is discussed briefly in this section.
Local Raw Materials
121
                        Local raw materials are of variable quality; they outcrop within the local
                        canyons of southwestern Colorado, including Sandstone, Woods, and Yellow
                        Jacket canyons, and were probably available within one day's walk of Yellow
                        Jacket Pueblo. The closest known source of Dakota quartzite is in a short
                        tributary of Woods Canyon, approximately 10 km southwest of Yellow Jacket
                        Pueblo. There is an ancient quarry in this area with numerous large flakes
                        and "tested" cores of Dakota quartzite on the modern ground surface. The
                        closest known sources of Burro Canyon chert are in the Dolores River valley,
                        approximately 10 km northwest of the site. Fine-grained and conglomerate
                        sandstones are also available in the Burro Canyon Formation and the Dakota
                        Sandstone. Morrison quartzite and chert/siltstone, both from the Brushy
                        Basin Member of the Morrison Formation, are also widely available in the
                        canyons near Yellow Jacket Pueblo. Finally, although specific utilized
                        sources have not been identified, slates and shales are available in the
                        Mancos Shale Formation and the Dakota Sandstone, which outcrop in Yellow
                        Jacket Canyon and throughout the uplands of southwestern Colorado.
Semilocal Raw Materials
122
                        Semilocal lithic raw materials are of relatively good quality but are
                        less common than local raw materials. Because these materials can occur
                        in the geological strata of the local canyons, they could have been procured
                        locally, but their acquisition may have required special collecting trips.
                        Agate/chalcedony and petrified wood occur occasionally within the Dakota
                        Sandstone and the Burro Canyon Formation, as well as in other formations
                        that outcrop throughout the Colorado Plateau. Known sources of Brushy
                        Basin chert are located around the San Juan River near the Four Corners
                        monument, approximately 60 km from Yellow Jacket (Green
                            1985*1:7172).
Nonlocal Raw Materials
123
                        These lithic materials are high quality, and they do not occur within
                        one day's walk from Yellow Jacket; thus they must have been acquired through
                        either trade or during special collecting trips. Red jasper comes from
                        Triassic and Permian formations of the Monument Upwarp and the Elk Ridge
                        Uplift, west of Comb Ridge in southeastern Utah. The obsidian artifacts
                        found at Yellow Jacket have been sourced through X-ray diffraction to
                        the Jemez Mountains of New Mexico (Shackley
                            1999*1; also see paragraphs 157159).
                        Washington (Narbona) Pass chert derives from Narbona Pass in the Chuska
                        mountains along the ArizonaNew Mexico border.
Artifact Type by Raw Material
124
                        Table 28 presents the counts
                        of chipped-stone artifacts in the Yellow Jacket Pueblo assemblage according
                        to the various raw materials from which they were made (for definitions
                        of the artifact types used, see the Crow Canyon laboratory
                            manual). Table 29 presents
                        raw material proportions for each artifact category. Few cores, core tools,
                        informal tools, or pieces of manufacturing debris were of nonlocal materials.
                        Thus, it appears that objects made of these materials came to Yellow Jacket
                        primarily in the form of finished projectile points and bifaces. Semilocal
                        materials also occur primarily in the form of points and bifaces, but
                        the presence of modified flakes, cores, and some manufacturing debris
                        of semilocal materials indicates that they were worked occasionally at
                        the site. Whether these materials were obtained through trade or during
                        special collecting trips is unknown.
125
                        Among local raw materials, the readily available materials from the Morrison
                        Formation dominate among informal tools, cores and core tools, and manufacturing
                        debris, suggesting that most chipped-stone tools were made expediently
                        from whatever suitable material was at hand or easily obtainable. Dakota
                        quartzite and Burro Canyon chert were used less often for informal tools,
                        cores, and core tools, and they produced less manufacturing debris. However,
                        these high-quality local materials dominate the projectile point and biface
                        assemblages, suggesting that they were preferred for bifacially flaked
                        tools. Several materials that were more difficult to obtainfor example,
                        agate/chalcedony, obsidian, and Washington Pass chertalso occur
                        primarily in the form of points and bifaces. This suggests that bifacially
                        flaked tools were made from high-quality raw materials, at Yellow Jacket
                        or elsewhere, regardless of the availability of these materials in the
                        local environment.
126
                        A recent survey of raw material outcrops in upper Yellow Jacket Canyon
                        (Arakawa 2000*1:Chapter 4) found
                        that outcrops of Morrison Formation materials are common, but that no
                        materials comparable to the Dakota quartzite and Burro Canyon chert in
                        the chipped-stone assemblage at Yellow Jacket Pueblo occur within 3 km
                        of the site. The closest known quarries of these materials are approximately
                        10 km from the pueblo (see paragraph 121). This
                        suggests that sources of Dakota quartzite and Burro Canyon chert were
                        far more localized than were sources of Morrison Formation materials.
                        Thus, the former were likely obtained through trade or during special
                        collecting trips to sources farther than 3 km from the site.
127
                        On the basis of these findings, Arakawa
                            (2000*1:Chapter 5) developed an engendered (sensu Gero
                            1991*1) model of the chipped-stone tool industry at Yellow Jacket
                        Pueblo. Three assumptions are embedded in his model. First, peckingstones
                        and modified flakes were produced primarily for tasks that were done by
                        women, as was the case in historic Pueblos (Lowell
                            1991*1); that is, peckingstones were used primarily for "sharpening"
                        corn-grinding tools, and modified flakes were used for scraping and cutting
                        tasks related to plant and animal-carcass processing. Second, bifaces
                        and projectile points were produced primarily for tasks performed by men,
                        especially hunting, also as in historic Pueblos. Third, individuals procured
                        the raw materials and made the tools that each used in their gendered
                        activities.
128
                        Given these assumptions, differences in raw material use for various categories
                        of chipped-stone artifacts can be related to the mobility patterns of
                        men and women in the village. The argument is that men typically ranged
                        farther afield from their homes on hunting and trading trips than did
                        women on resource-collecting trips. In this manner, men acquired the high-quality
                        but localized Dakota quartzite and Burro Canyon chert for formal tool
                        manufacture, and women collected ubiquitous Morrison Formation materials
                        more expediently for informal tool manufacture. Characteristics of the
                        manufacturing debris in the Yellow Jacket assemblage led Arakawa to suggest
                        that men might have made some projectile points outside the village during
                        resource-procurement or hunting trips. In contrast, Arakawa suggested
                        that women made peckingstones and modified flakes within the village using
                        raw materials collected expediently (Arakawa
                            2000*1:100).
129
                        Artifact proportions within raw material categories (Table
                            30) support one aspect of Arakawa's model: that procurement of Dakota
                        quartzite and Burro Canyon chert was more structured than the procurement
                        of Morrison quartzite and chert/siltstone. The data indicate that a lower
                        proportion of Dakota quartzite and Burro Canyon chert objects are bulk
                        chipped stone than are Morrison quartzite and Morrison chert/siltstone
                        objects. This suggests that Dakota and Burro Canyon materials, which have
                        higher procurement costs, were worked more carefully than were the more
                        expediently acquired Morrison Formation materials. Additional aspects
                        of Arakawa's engendered model of chipped-stone tool production will be
                        evaluated in subsequent sections of this chapter.
Projectile Points
Inventory, Analysis Data, and Provenience
130
                        Table 31 presents an inventory
                        of the 92 projectile points collected from Yellow Jacket Pueblo, along
                        with the inferred original use, condition, material, production stage,
                        size, and context of each object. The point-classification scheme used
                        follows Lekson (1997*1), Pierce
                            (1999*1), Holmer (1986*1),
                        and Hayes and Lancaster (1975*1).
                        A single large, corner-notched point (PD 784, FS 1) and an indeterminate
                        atlatl dart (PD 157, FS 4) characteristic of early Pueblo (Basketmaker
                        IIPueblo I) occupation were found in the great tower complex, an
                        area that clearly dates to the late Pueblo III period. These objects may
                        have been heirlooms or curated objects used in rituals in the great tower.
                        All other diagnostic points are of styles that are common in Pueblo sites
                        dating from the Pueblo II and Pueblo III periods.
131
                        Table 32 lists the 37 bifaces
                        collected from Yellow Jacket Pueblo, along with the inferred original
                        use, condition, material, production stage, weight, and context of each
                        object. Upon further examination, several of these objects were identified
                        as projectile point fragments or as projectile point preforms discarded
                        at various stages of manufacture. A few could also be identified as knife
                        blades. These observations are recorded in the "description" and "production
                        stage" columns of the table.
Type by Raw Material
132
                        Table 33 summarizes the raw
                        materials from which bifacially flaked tools of various types were made.
                        Twenty-eight of these tools are of semilocal and nonlocal raw material
                        and thus could have been made elsewhere and imported to Yellow Jacket
                        Pueblo. However, the presence of unfinished points (Table
                            34) and flakes of semilocal and nonlocal material in the chipped-stone
                        manufacturing debris from the site suggests that these tools could have
                        been made locally using imported raw material. In addition, none of these
                        points are of distinctive forms known to have been made outside the central
                        Mesa Verde region. Among local raw materials, Dakota quartzite and Burro
                        Canyon chert were clearly favored over Morrison chert/siltstone for points
                        and bifaces, despite the fact that Morrison Formation materials dominate
                        the overall chipped-stone assemblage (Table
                            29).
Production Stage by Raw Material
133
                        Several of the bifacially flaked stone objects collected from Yellow Jacket
                        Pueblo are interpreted as projectile points that were lost or discarded
                        during manufacture (Table 34).
                        These unfinished projectile points were classified according to Whittaker's
                            (1994*1:199206) scheme: Stage 1 refers to bifacially edged blanks,
                        Stage 2 to preforms, Stage 3 to refined but unfinished points, and Stage
                        4 to points discarded during pressure-flaking and notching. Stage 3 and
                        Stage 4 points could have been produced via a Stage 2 preform or via a
                        simple flake of the appropriate size and shape. These unfinished points
                        constitute direct evidence of projectile point manufacture at Yellow Jacket
                        Pueblo. From these data, it is clear that at least some projectile points
                        of Burro Canyon chert, Dakota quartzite, Morrison chert/siltstone, and
                        agate/chalcedony were made within the village. Whether additional points
                        of local materials were made outside the village cannot be determined
                        from these data. The manufacture of projectile points out of imported
                        raw material seems less likely, because the only unfinished point of such
                        materials is a Stage 4 obsidian point, which could have been made elsewhere,
                        imported to the site, and retouched after it was damaged during use.
Mass Analysis of Chipped-Stone Debris
134
                        Differences in the reduction pathways of various raw materials used for
                        chipped-stone tool manufacture can be examined through analysis of the
                        debris created by these manufacturing processes. Mass analysis techniques
                        developed by Ahler (1989*1; see
                        also Patterson 1990*1; Shott
                            1994*1) were used to characterize the chipped-stone manufacturing
                        debris in the Yellow Jacket assemblage. Each piece of chipped-stone debris
                        was identified to raw material, examined for the presence of cortex, and
                        sorted by size using a set of nested screens (¼-inch, ½-inch, and 1-inch
                        mesh). The resultant groups were then counted and weighed (for details
                        on these procedures, see the Crow Canyon laboratory
                            manual).
Summary of Mass Analysis
135
                        Table 35 summarizes the sizes
                        of chipped-stone debris of various raw materials, distinguishing pieces
                        with cortex from those with no visible cortex. The smallest size grade,
                        smaller than ¼-inch, is underrepresented because most artifacts of this
                        size would have fallen through the ¼-inch mesh used to collect artifacts
                        in the field. This bias has been confirmed through identification and
                        analysis of chipped-stone debris in flotation samples, which were collected,
                        unscreened, from feature fills and midden deposits. The results of analysis
                        of these artifacts, summarized in Table
                            36, suggest that many small pieces of chipped-stone debris fall through
                        the ¼-inch-mesh screens used in the field. Unfortunately, the existing
                        data are insufficient to estimate how much additional chipped-stone debris
                        of any given raw material would have been collected if smaller mesh sizes
                        had been used in the field.
136
                        Several patterns are apparent in Table
                            35. First, cortex is present on approximately one out of every three
                        pieces of chipped-stone debris. Second, cortex is more likely to be present
                        on large pieces of chipped-stone debris than on small pieces. Figure
                            19 summarizes the proportion of flakes in each size grade with visible
                        cortex for each of the four most common, local chipped-stone raw materials.
                        This figure suggests that cortex is more common on lower-quality, Morrison
                        Formation materials, which are used primarily for modified flakes and
                        peckingstones, than on higher-quality Dakota quartzite and Burro Canyon
                        chert, which are used primarily for projectile points and bifaces. This
                        could suggest that cortex was more often removed from Dakota and Burro
                        Canyon materials before they were brought to the site than was the case
                        for Morrison materials. This inference would be consistent with the notion
                        that procurement of raw materials for bifacially flaked tools was more
                        organized than was procurement of raw materials for informal flake and
                        core-tool production. Third, cortex occurs less often on pieces of semilocal
                        or nonlocal raw material than it does on pieces of local raw material.
                        This suggests that, even though semilocal and nonlocal raw materials were
                        worked at Yellow Jacket, these materials did not often come to the site
                        in the form of completely unworked raw material.
Flake-Size Distributions
137
                        Experimental studies (Patterson
                            1990*1; Shott 1994*1) suggest
                        that examining the proportions of flakes of various sizes within an assemblage
                        can be useful for characterizing the dominant reduction mode reflected
                        in that assemblage. Flake-size plots summarizing the by-products of experimental
                        dart-point manufacture usually exhibit a concave curve, with a low percentage
                        of large flakes and exponentially increasing numbers of smaller flakes.
                        In contrast, flake-size distributions derived from experimental primary-core
                        reduction assemblages show a more irregular pattern, with more medium-size
                        flakes and fewer small flakes than are produced in bifacial reduction.
138
                        Figure 20 presents flake-size
                        distributions for the four most common raw materials in the chipped-stone
                        assemblage from Yellow Jacket Pueblo. These distributions do not closely
                        approximate experimental bifacial-reduction assemblages. In fact, the
                        distributions for Dakota quartzite and Burro Canyon chert, which are known
                        to have been preferred for projectile points and bifaces, appear to approximate
                        experimental assemblages from primary core reduction more closely than
                        those from bifacial reduction. These same patterns have been noted in
                        flake-size distributions at Woods Canyon Pueblo, a Pueblo III village
                        located approximately 10 km west of Yellow Jacket (Ortman
                            2002*1:Figure 11).
139
                        There are several possible reasons why flake-size distributions for raw
                        materials known to have been used for formal tool manufacture at Yellow
                        Jacket do not approximate flake-size distributions resulting from experimental
                        bifacial reduction. First, flakes smaller than ¼ inch are not included
                        in these plots, even though the quantity of chipped-stone debris in flotation
                        samples (Table 36) indicates
                        that such flakes are abundant at the site. If the relative proportions
                        of flakes of various size grades in flotation samples are representative
                        of their proportions in the site overall, the ratio of Dakota quartzite
                        flakes that fall through a ¼-inch screen to those caught by it could be
                        as high as 18:1. The ratio for Morrison chert/siltstone is potentially
                        10:1, and for Morrison quartzite, 14:1. Thus, it is clear that flakes
                        smaller than ¼ inch would dominate the assemblage if the site deposits
                        had been screened in the field using a finer mesh, and consequently these
                        flake-size distributions would more closely approximate the concave curves
                        of experimental assemblages.
140
                        Second, most chipped-stone tools of Morrison
                        Formation materials were simple, hand-held tools used for cutting, scraping,
                        and pecking. Because bifacially flaked tools were rarely produced from
                        Morrison Formation materials, one would not expect flake-size plots for
                        these materials to approximate experimental assemblage profiles.
141
                        Third, and perhaps most important, there
                        are good reasons for concluding that the by-products of small arrow-point
                        manufacture should not mirror the by-products of atlatl dart manufacture.
                        Atlatl darts are larger than arrow points and must be made from bifacially
                        flaked preforms, whereas many of the small, side-notched projectile points
                        in the Yellow Jacket assemblage were made by pressure-flaking a suitable
                        flake rather than by modifying a preform. Most of the small, side-notched
                        projectile points recovered from the site are less than 1.8 cm wide and
                        therefore are small enough to fall through ½-inch mesh. However, the flakes
                        from which projectile points were made must have been somewhat larger
                        initially and would likely be collected in ½-inch mesh. These ½-inch flakes
                        would then have been pressure-flaked to the desired shape, producing numerous
                        small flakes, but few that were large enough to be captured in ¼-inch
                        mesh. Thus, Dakota quartzite and Burro Canyon chert flakes of the ¼-inch
                        size grade might appear underrepresented relative to experimental bifacial-reduction
                        curves because (1) ancient flintknappers produced many flakes of the ½-inch
                        size grade in their attempts to produce flakes suitable for fashioning
                        into arrow points (preferring these flakes to bifacially flaked preforms
                        for this purpose) and (2) the additional flakes removed through pressure-flaking
                        were smaller than the ¼-inch size grade.
142
                        Because of these factors, flake-size plots
                        cannot be used to evaluate Arakawa's claim that a significant proportion
                        of the projectile points used by the inhabitants of Yellow Jacket Pueblo
                        were made outside the village. In the absence of experimental research
                        relating ancestral Pueblo chipped-stone tools to the by-products of their
                        manufacture, there is no way to determine what plots of flake sizes from
                        the manufacture of small, side-notched arrow points should look like,
                        and therefore no way to determine whether by-products of arrow-point manufacture
                        are over- or underrepresented in an assemblage of chipped-stone debris.
Raw Material Use Through Time
143
                        Temporal trends in the use of various chipped-stone raw materials can
                        be assessed by comparing the frequency of these materials across the four
                        context groups defined using pottery dating evidence: Central, Peripheral
                        Early, Peripheral Late, and Great Tower (see paragraph
                            74 for group definitions). Table
                            37 presents the total counts and weights of chipped-stone debris of
                        various raw materials recovered from each of these four context groups.
                        In Table 38, percentages
                        indicate the proportion of each raw material in the assemblage of chipped-stone
                        debris from each context group, using both counts and weights as measures
                        of abundance. In the same way that sherd size affects the relative proportion
                        of sherds assigned to various typological categories by count and weight,
                        differences in the relative abundance of raw materials by count and weight
                        in chipped-stone debris probably relate to differences in the average
                        size of flakes of various raw materials. For a given material, a greater
                        percentage by count probably indicates that flakes of that material are
                        smaller than average, a greater percentage by weight indicates that they
                        are larger than average, and a relatively equal percentage by count and
                        weight indicates that they are of average size, relative to flakes of
                        all materials in the assemblage. However, unlike pottery sherds, almost
                        every piece of chipped-stone debris could be assigned to a specific raw
                        material category. Thus, differences in the abundance of raw materials
                        by count and weight reflect real differences in the flake-size distributions
                        of these materials rather than any analytical biases.
144
                        Using this principle, Morrison quartzite is noteworthy as a raw material
                        in that it occurs as larger-than-average flakes when compared with other,
                        finer-grained raw materials. This is not surprising, because tough, coarse-grained
                        Morrison quartzite was preferred for making large chipped-stone tools,
                        including axes and peckingstones, that could withstand significant battering.
                        In contrast, finer-grained but more brittle materials were preferred for
                        making smaller chipped-stone tools, including modified flakes, projectile
                        points, and bifaces (Table 29).
145
                        Several temporal trends are also apparent from the assemblage profiles
                        in Table 38. Among local
                        raw materials, it appears that the use of Burro Canyon chert decreased,
                        and the use of Dakota quartzite increased, over time. These changes may
                        reflect depletion of, or increasingly restricted access to, local sources
                        of Burro Canyon chert over time. The widespread construction of defensive
                        architecture and occurrence of physical evidence of violence (Kuckelman
                            et al. 2000*1; Lipe et al. 1999*1:338343)
                        during the final decades of Pueblo occupation in the central Mesa Verde
                        region suggest that increasingly restricted access may be a more likely
                        explanation. Collecting raw materials far from the village would have
                        been hazardous if warfare was endemic during this period.
146
                        Comparison of the profiles of the Peripheral
                        Early and Peripheral Late context groups suggests that the use of semilocal
                        and nonlocal lithic raw materials also decreased over time; however, agate/chalcedony
                        and obsidian are more common in the great tower complex than in the Peripheral
                        Late roomblocks. Because these materials are rare to begin with, and because
                        the assemblage from the great tower is much larger than the assemblages
                        from other roomblocks, the relatively greater frequency of these materials
                        in the great tower complex may be an effect of sample size. The fact that
                        nonlocal pottery was actually less common in the great tower complex than
                        in the Peripheral Late roomblocks supports this interpretation. Alternatively,
                        the greater abundance of agate/chalcedony and obsidian in the great tower
                        complex may indicate that its inhabitants had greater access to exotic
                        raw materials for chipped-stone-tool manufacture, but did not have greater
                        access to imported pottery. Further research is needed to resolve this
                        issue.
147
                        The nonflaked lithic artifacts from Yellow Jacket Pueblo are summarized
                        in Table 39 according to
                        the raw material of which each was made (for definitions of the artifact
                        categories used, see the Crow Canyon laboratory
                            manual). Artifacts included in this table were used for a variety
                        of purposes. Manos and metates of various forms were used primarily for
                        grinding corn into meal. Abraders were used for grinding stone, bone,
                        pottery, or minerals, as occurred when making ornaments, for example.
                        Hammerstones were used for chipped-stone-tool manufacture, and mauls were
                        used for heavy battering tasks, such as quarrying and shaping building
                        stone. Polishing stones were used for smoothing the surfaces of white
                        ware pottery. The uses of polishing/hammerstones are unknown, but these
                        artifacts are similar in form and wear to artifacts used as hide grinders
                        in historic Walpi (Adams 1988*4).
                        The uses of most modified cobbles, other modified stones, and unmodified
                        stones are also not known. Ground-stone artifacts that could have been
                        either abraders or corn-grinding tools were classified as indeterminate
                        ground stone.
148
                        Most identifiable corn-grinding tools in the Yellow Jacket assemblage
                        are two-hand manos and slab metates, typical grinding implements of the
                        Pueblo II and Pueblo III periods. However, several corn-grinding tools
                        characteristic of the Basketmaker III and Pueblo I periods, including
                        one-hand manos, a basin metate, and a trough metate, were also found.
                        These artifacts, in addition to the early sherds in the pottery assemblage,
                        suggest some occupation of the Yellow Jacket area before A.D. 900. They
                        may represent curated or scavenged items from a nearby site or may suggest
                        that early occupation did occur at Yellow Jacket Pueblo in areas Crow
                        Canyon did not investigate.
149
                        Most corn-grinding tools were made of sandstone,
                        a locally available, somewhat coarse grained material, but some were also
                        made of either relatively fine grained Dakota and Morrison quartzite or
                        relatively coarse grained conglomerate and igneous rock. In ethnographic
                        accounts of Pueblo corn grinding, manos and metates of varying grade,
                        or grit, were used in different stages of the grinding process, with the
                        coarsest-grained materials being used first to break open the kernels
                        and the finest-grained materials being used last to grind the broken kernels
                        into a fine meal. Variation in the grit of raw materials used for corn-grinding
                        tools at Yellow Jacket may indicate that a similar procedure was used
                        during ancestral Pueblo times.
150
                        Items categorized as "other modified stone" were made from a wide variety
                        of local and semilocal materials, as well as from unidentifiable stone.
                        Most of these objects were ground or polished in some way. Several appear
                        to have been axe fragments, pendant fragments, or pendant blanks. At least
                        one object is interpreted as a gaming piece. A few fossils and concretions,
                        similar to those used as fetishes in historic Pueblos (Jeancon
                            1923*1:67), were also recovered. Two quartz cobbles that appear to
                        have been "lightning stones" were found together in Block 2600 (PD 496,
                        FS 8 and FS 10). These stones would have produced an incandescent glow
                        when rubbed together. This rubbing process was conceptualized metaphorically
                        as creating lightning, and thus, rain, in historic Pueblo ceremonies (Barnett
                            1973*1:66).
151
                        An assemblage of unusual, large, stone objects was found on and near the
                        floor of the great tower (Structure 1201). Table
                            40 is a catalog of these objects. The grapefruit-size limestone sphere
                        (PD 759, FS 1) is typical of Permian rocks that outcrop along the San
                        Juan River near Mexican Hat, Utah. The irregular, waterworn cobble (PD
                        759, FS 2) is strikingly colorful with its red, white, and black inclusions.
                        The matrix protruding from the underside of the palm-size fossil shell
                        (PD 759, FS 7) was highly polished. Finally, the irregular-shaped stone
                        (PD 760, FS 1) may be a fragment of a fossilized dinosaur bone, possibly
                        a hip bone. These stones might have been collected for their unique characteristics,
                        their place of origin, or both. Regardless, the concentration of these
                        objects in the central, oversized kiva of the great tower complex suggests
                        that they had ceremonial or spiritual significance. It is possible that
                        additional usable objects were left in this structure at the end of the
                        ancestral Pueblo occupation, but were removed during the excavation of
                        this structure by Western State College in 1931 (see paragraphs
                            3132 in "Architecture").
152
                        Table 41 summarizes bone
                        tools from Yellow Jacket by artifact type, taxon, and element (for definitions
                        of the categories used, see the Crow Canyon laboratory
                            manual). Taxonomic and element identifications for these objects were
                        made by Muir and Driver (see "Faunal
                            Remains"). Most of the worked-bone objects classified as "other modified
                        bone" were fragmentary. Thus, this category most likely contains bone
                        artifacts for which a tool type could not be identified rather than artifacts
                        that do not fit into the other categories of bone tools. It appears that
                        particular elements of certain taxa were preferred for specific types
                        of bone tools: the larger bones and antlers of artiodactyls (deer and
                        elk) appear to have been preferred for hide scrapers and pressure flakers,
                        whereas the smaller-diameter long bones of domestic turkeys and possibly
                        other large birds were selected for needles and awls (see "Faunal
                            Remains").
153
                        Table 42 summarizes the bone
                        tool data across the four context groups defined on the basis of pottery
                        dating evidence: Central, Peripheral Early, Peripheral Late, and Great
                        Tower (see paragraph 74 for group definitions).
                        The total weight of corrugated gray sherds recovered from each context
                        group is also given as a measure of sample size.
154
                        The ratios of corrugated sherds to bone tools calculated from these data
                        may suggest that the deposition rate of bone tools decreased over the
                        history of Yellow Jacket Pueblo. This pattern is in contrast to that observed
                        at Woods Canyon Pueblo, where bone-tool deposition appears to have increased
                        over time (Ortman 2002*1). However,
                        it is likely that bone tools are underrepresented in the assemblage from
                        the great tower complex because this assemblage was recovered primarily
                        from the redeposited backdirt of excavations that took place in 1931.
                        Numerous intact bone tools were collected during these excavations and
                        are curated at Western State College in Gunnison, Colorado; it is likely
                        that fragmentary bone tools that were exposed but not collected were adversely
                        affected by prolonged exposure to the elements. In addition, midden deposits
                        across the site had been disturbed by nonprofessional excavators searching
                        for grave goods before Crow Canyon's testing, and it is likely that this
                        disturbance affected the preservation of animal bone. Thus, it seems likely
                        that the density of bone tools in the site deposits has been affected
                        by recent disturbances.
Catalog of Beads, Pendants, and Tubes
155
                        Table 43 lists analysis and
                        provenience information for objects of personal adornment found at Yellow
                        Jacket Pueblo (for definitions of the artifact categories used, see the
                        Crow Canyon laboratory
                            manual). The majority of beads and pendants were incomplete or fragmentary,
                        and it is likely that additional fragmentary pendants were classified
                        as "shaped sherds" or "other modified stone." Most ornaments were found
                        in recently disturbed midden deposits. It is possible that some complete
                        items originally adorned deceased inhabitants when they were interred,
                        but were dissociated from them as a result of recent nonprofessional excavations.
                        Other incomplete and fragmentary items were probably broken during manufacture
                        or use and discarded.
Summary of Raw Materials by Context Group
156
                        Table 44 summarizes the raw
                        materials out of which objects of personal adornment were made across
                        the four context groups defined on the basis of pottery dating evidence
                        (see paragraph 74). The total weight of corrugated
                        gray sherds recovered from each context group is also given as a measure
                        of sample size. Numerous raw materials are represented, most of which
                        are obtainable in southwestern Colorado. The ratio of corrugated sherds
                        to ornaments for the great tower complex cannot be compared to that of
                        the other context groups, because sampling in the great tower focused
                        primarily on redeposited backfill inside structures, whereas sampling
                        in other architectural blocks focused on extramural surfaces and midden
                        deposits. The relative density of pendants, beads, and tubes across the
                        remaining three context groups, however, does suggest that the rate of
                        deposition of these objects decreased over time.
157
                        The frequencies of pottery and stone artifacts of nonlocal provenance
                        from each context group at Yellow Jacket are presented in Table
                            45 along with the frequencies of nonlocal objects at two other Pueblo
                        III community centers in southwestern Colorado: Woods Canyon Pueblo and
                        Castle Rock Pueblo. Woods Canyon Pueblo, occupied from A.D. 1140 to 1280,
                        was a medium-size village located approximately 10 km west of Yellow Jacket;
                        Castle Rock Pueblo, occupied from about A.D. 1260 to 1280, was a small
                        village located approximately 20 km south of Yellow Jacket. The data for
                        these two sites are taken from Ortman
                            (2002*1:Table 50). The total weight of corrugated gray sherds is also
                        given for each assemblage from all three sites as a measure of sample
                        size. 
158
                        The ratio of corrugated gray sherds to nonlocal items is variable across
                        these assemblages and illustrates several trends. First, the deposition
                        of objects of nonlocal material decreased over time. This likely resulted
                        from a corresponding decrease in the importation of such items. This trend
                        is clear at both Yellow Jacket and Woods Canyon pueblos. Second, there
                        is substantial variation in the relative abundance of nonlocal objects
                        across sites, somewhat independent of time. Although very few nonlocal
                        objects occur in the three late Pueblo III assemblages from these sites,
                        the relative abundance of such objects appears much greater in the Yellow
                        Jacket great tower assemblage than in the Woods Canyon Pueblo and Castle
                        Rock Pueblo assemblages.
159
                        These differences may relate to the locations, sizes, and occupation spans
                        of these villages. Woods Canyon Pueblo was a medium-size village located
                        in the center of a maze-like canyon system and was surrounded by a dense
                        cluster of other Pueblo III villages. Castle Rock Pueblo was located in
                        McElmo Canyon, along an east-west corridor that was probably a major travel
                        route during the Pueblo III period, but this village was small and was
                        occupied for only 20 to 40 years. In contrast, Yellow Jacket Pueblo was
                        a very large village, was occupied for at least two centuries, and was
                        located along probable travel routes. In historic times, the town of Yellow
                        Jacket, adjacent to the ancestral Pueblo site, lay at the junction of
                        two stagecoach routes. One ran southeast to northwest between Cortez,
                        Colorado, and Monticello, Utah, skirting the heads of the southwest-draining
                        canyons of southwestern Colorado. The second route came up Yellow Jacket
                        Canyon from Ismay Trading Post, at the Colorado-Utah border to the southwest.
                        If these stagecoach routes followed ancestral Pueblo trails, Yellow Jacket
                        Pueblo would have been located at an intersection of trails coming from
                        the southwest and the southeast, the directions of other ancestral Pueblo
                        population centers. Because of its strategic location, large size, and
                        lengthy occupation, it is reasonable to conclude that Yellow Jacket Pueblo
                        was a relatively highly ranked village on the social landscape of the
                        central Mesa Verde region. As such, it would not be surprising if the
                        inhabitants of Yellow Jacket did indeed have greater access to imported
                        objects than did the inhabitants of Woods Canyon or Castle Rock pueblos,
                        even if the overall intensity of long-distance exchange was very low.
Artifact Assemblages by Architectural Block
160
                        Analysis of the architecture and layout of Pueblo III villages in the
                        central Mesa Verde region has identified substantial variation in the
                        number and arrangement of architectural features, including towers, kivas,
                        surface rooms, multiwall structures, plazas, great kivas, enclosing walls,
                        and room- and kiva-dominated blocks (Lipe
                            and Ortman 2000*1). Whether this architectural variation correlates
                        with social, political, or functional differentiation within villages
                        is an important question that can be examined through a comparison of
                        artifact assemblages from investigated architectural blocks at Yellow
                        Jacket Pueblo. If social and/or functional differentiation existed within
                        the village, then one might expect that different mixes of activities
                        occurred in various areas of the site and would be reflected in artifact
                        assemblages from different architectural blocks.
161
                        Table 46 presents counts
                        and Table 47 presents percentages
                        of common artifacts by category in each tested architectural block at
                        Yellow Jacket Pueblo. Similar suites of artifact categories have been
                        used in intrasite analyses of other community centers in the central Mesa
                        Verde region, including Castle Rock (Ortman
                            2000*2:par. 158165), Woods Canyon (Ortman
                            2002*1), and Sand Canyon (Ortman
                            and Bradley 2002*1) pueblos. In these tables, the artifact category
                        "pottery-production items" encompasses polishing stones, pottery clay
                        samples, and "other ceramic artifacts" (see paragraphs
                            8997). The category "informal chipped-stone tools" consists
                        of items classified as modified flakes and "other chipped-stone tools."
                        "Ground-stone tools" are corn-grinding tools and abraders, and "personal-adornment
                        items" are pendants, beads, and tubes. Awls and needles make up the "bone
                        tools" category. Counts, rather than weights, of pottery sherds were used
                        for this analysis in order to increase the interpretability of relative
                        frequencies across all artifact categories.
162
                        These artifact categories are the material
                        residues of specific activities performed by inhabitants of the village.
                        Corrugated gray jars were used for cooking, white ware bowls for serving
                        prepared foods, and white ware jars for storage of liquids and seeds.
                        Axes were used primarily for chopping wood and possibly also as weapons,
                        and mauls were used primarily for quarrying and shaping building stone.
                        Projectile points were used primarily for hunting large game. Bifaces
                        and informal chipped-stone tools were used for a variety of cutting and
                        scraping tasks. Cores and chipped-stone debris reflect production of chipped-stone
                        tools. Ground-stone tools were used for grinding various plant materials,
                        especially corn; peckingstones were used to sharpen grinding tools and
                        possibly to shape building stone. Remains of lagomorphs, turkeys, and
                        artiodactyls, as well as turkey gizzard stones, resulted from the processing
                        of these animals for food, clothing, and tools. Finally, bone awls and
                        needles were sewing tools needed for making baskets and clothing.
Box Plots of Artifact Percentages
163
                        Figure 21 uses box plots
                        to examine proportions of common artifact categories across architectural
                        blocks at Yellow Jacket Pueblo. Because some artifact categories are much
                        more common than others, artifact proportions were converted to Z-scores
                        across architectural blocks to aid visual comparison. Z-scores rescale
                        the values of a distribution in such a way that the mean value equals
                        zero and the standard deviation equals one. The boxes represent the midspread
                        (middle 50 percent of cases) of the rescaled distribution for each artifact
                        category. The thick, horizontal line inside each box represents the median
                        value and the tails represent the range of cases, excluding outliers and
                        extremes. Outliers (indicated by circles) are values for a given artifact
                        category that fall more than 1.5 box lengths from the boundaries of the
                        box, and extremes (indicated by asterisks) are values that fall more than
                        three box lengths from these boundaries. In other words, outliers and
                        extremes represent assemblages with unusually high or low relative frequencies
                        of a particular artifact category. The same set of outliers and extremes
                        are identified in box plots of raw frequencies as in these plots of Z-scores.
164
                        The middle-range theory needed to interpret these data derives from accumulations
                        studies (Varien and Mills 1997*1;
                        Varien and Potter 1997*1). Specifically,
                        it is argued that (1) the artifact assemblage from an architectural block
                        is the cumulative product of a number of specific activities that occurred
                        there; (2) these activities required certain tools or produced certain
                        remains; (3) each kind of tool or utensil wore out at a distinct but relatively
                        consistent rate as it was used in the activities for which it was designed;
                        and therefore (4) the relative abundance of various artifacts in a block
                        assemblage should vary systematically with the mix of activities that
                        occurred there over its occupation span. Artifact proportions cannot identify
                        differences in the absolute frequency of activities across architectural
                        blocks, but they can determine how often certain activities occurred relative
                        to other activities if the assemblage from each architectural block constitutes
                        a representative sample of the total associated artifact population. Given
                        the focus on midden contexts in the Yellow Jacket Pueblo sampling design,
                        this is a reasonable assumption in most cases.
165
                        With this middle-range theory in mind, examination of the outliers and
                        extremes by architectural block leads to several hypotheses. First, it
                        appears that assemblages from Blocks 2000 and 3400 are atypical. Block
                        2000 is unusual in that it contains many more white ware bowl sherds and
                        far fewer pieces of chipped-stone debris than do assemblages from other
                        blocks. This block is also atypical architecturally. It is not a residential
                        block, but instead consists of a large earthen basin bounded by other
                        architectural blocks to the north, east, and south, and enclosed by a
                        low berm on the west. Researchers have speculated that this area was either
                        a reservoir or a plaza (see paragraph
                            13 in "Architecture"). Artifacts from Block 2000 suggest that the
                        latter hypothesis is more likely, because pottery assemblages from definitive
                        ancestral Pueblo reservoirs (e.g., Wilshusen
                            et al. 1997*1:Table 1) contain more sherds from white ware jars, and
                        fewer sherds from corrugated gray jars and white ware bowls, than does
                        the Block 2000 assemblage. It is also logical that food serving would
                        have occurred much more often than chipped-stone-tool manufacture in a
                        central plaza, where community events, but not daily domestic tasks, would
                        have taken place (Adams 1989*1).
166
                        The assemblage from Block 3400 is anomalous
                        primarily in its very low frequency of sherds from corrugated gray jars.
                        Because animal bones were relatively common in tested areas of the site,
                        the high proportion of artiodactyl, lagomorph, and turkey bones in Block
                        3400 is probably a result of a low proportion of corrugated jar sherds
                        and closed-sum effects. However, it is intriguing that gizzard stones,
                        which are not especially common in the overall site assemblage, are unusually
                        common in the Block 3400 assemblage. Ground-stone tools, used primarily
                        for grinding corn into meal, are also relatively rare in this assemblage,
                        which suggests that both corn grinding and cooking of the resultant mush
                        took place less often in Block 3400 than in other areas of the site. Why
                        animal remains should be so plentiful and other remains of food preparation
                        so rare in this block is unknown.
167
                        A second important pattern observable in Figure
                            21 is that none of the assemblages from architectural blocks
                        along the central, north-south spine of the village (Blocks 100 through
                        900) contain unusually high or low proportions of any artifact
                        category. In contrast, assemblages from several architectural blocks peripheral
                        to the central spine have unusually high proportions of one or more artifact
                        categories. One possible explanation for this pattern may derive from
                        sampling of artifact populations deposited over widely varying time spans.
                        That is, a small sample taken from a large population of artifacts deposited
                        over the course of a century or more may be more likely to exhibit typical
                        artifact proportions than a small sample taken from a small population
                        deposited over the course of a few decades.
168
                        A second possible scenario is that inhabitants of peripheral roomblocks
                        tended to specialize in certain tasks more so than did inhabitants of
                        central roomblocks. Ethnographic studies (Arnold
                            1985*1:Chapter 7) suggest that specialization tends to develop as
                        the population density of an area increases and the resulting land pressure
                        leads to a loss of self-sufficiency for marginalized households. The ethnographic
                        literature also suggests a correlation between the time-depth of occupation
                        in Pueblo communities and social status. Village leaders were often chosen
                        from among the descendants of those who were believed to have founded
                        the community, and newcomers were assigned agricultural lands by this
                        leadership (Whiteley 1988*1:Chapter
                        3). If a similar political dynamic characterized the community centered
                        on Yellow Jacket Pueblo, one might expect households that moved into the
                        village some time after it was founded to have been assigned agricultural
                        lands that were less productive or farther away, making it more difficult
                        for these households to remain self-sufficient. Specialization in certain
                        tasks might have enabled households to compensate for marginal agricultural
                        returns by trading labor or manufactured products for food. This historical
                        process could have resulted in certain productive activities occurring
                        more often in the peripheral roomblocks than in the more self-sufficient
                        households in central roomblocks. However, it is important to note that
                        direct evidence of pottery manufacture is most abundant in a few central
                        roomblocks, not in peripheral roomblocks (see paragraphs
                            8997). Thus, possible evidence of specialization in pottery
                        production does not conform to expectations of this model.
169
                        The artifacts recovered during Crow Canyon's test excavations at Yellow
                        Jacket Pueblo, as well as the architecture observed (see "Architecture"),
                        indicate that the site was a large village from the late Pueblo II period
                        through the late Pueblo III period. However, the presence of a small number
                        of early Pueblo pottery sherds and a few early corn-grinding tools suggests
                        some occupation of the site area during the Basketmaker III period, the
                        Pueblo I period, or both. This earlier occupation was not intensive and
                        most likely was focused in areas of the site that were not investigated
                        by Crow Canyon.
170
                        Because of widely varying occupation spans
                        and the absence of clear midden stratigraphy, block-level pottery assemblages
                        from Yellow Jacket were found to be poorly suited to traditional approaches
                        of pottery dating. An alternative approach was developed that used three
                        datasets to develop a probabilistic model of the occupational history
                        of the site: (1) the total weight of corrugated gray sherds recovered
                        from each midden test unit; (2) counts of traditional pottery types and
                        design attributes recorded for bowl-rim sherds from each architectural
                        block; and (3) calibration data from a set of small, well-dated sites.
                        Results of the analysis suggest that during the late A.D. 1000s the site
                        consisted of a number of isolated households spread across the central,
                        north-south spine of the site. By the late A.D. 1100s, a large village
                        had grown up along this spine, and as time passed, peripheral roomblocks
                        were built on the east side of this spine. During the final decades of
                        occupation, the village contracted back toward the central spine, and
                        the great tower complex was built along the canyon rim at the northeast
                        edge of the village.
171
                        This model of the historical development of Yellow Jacket Pueblo makes
                        it possible to examine changes in material culture associated with the
                        development of the settlement as a community center during the final century
                        of Pueblo occupation in the central Mesa Verde region. Most of the important
                        findings presented in this chapter relate to differences between artifact
                        assemblages from architectural-block groups that were created on the basis
                        of pottery dating evidence.
172
                        Rim-arc data suggest that, over time, more large, corrugated gray cooking
                        pots were used and two distinct sizes of serving bowls developed, the
                        larger of these becoming more common. These data corroborate results from
                        studies of other community centers in the central Mesa Verde region, which
                        suggest that an increasing number of communal meals were prepared and
                        consumed in community centers through time.
173
                        There is abundant evidence that pottery
                        vessels were manufactured in many different locations at Yellow Jacket
                        Pueblo. The incidence of pottery tempered with igneous rock (which was
                        not available in the immediate site area) declined over time. However,
                        more corrugated gray than white ware vessels were igneous tempered, and
                        the decline in igneous-temper use was more dramatic in white ware than
                        in corrugated gray ware. These patterns suggest that igneous-tempered
                        cooking pots may have functioned better or lasted longer than cooking
                        pots tempered with locally available sedimentary materials. The acquisition
                        of nonlocal pottery and nonlocal chipped stone also appears to have declined
                        over time, suggesting that the social landscape of the central Mesa Verde
                        region grew less amenable to trade and travel during the final decades
                        of occupation. Over the life of the village, the direction of emphasis
                        in pottery importation changed from the San Juan Basin (to the southeast)
                        to the Kayenta region (to the southwest).
174
                        Characteristics of the chipped-stone assemblage support several aspects
                        of Arakawa's (2000*1) engendered
                        model of the chipped-stone industry at Yellow Jacket. Dakota quartzite
                        and Burro Canyon chert were preferred raw materials for making bifaces
                        and projectile points, and Morrison Formation materials were preferred
                        for the manufacture of more-expedient tools, including modified flakes
                        and peckingstones. Because there are no known sources of Dakota quartzite
                        and Burro Canyon chert within 3 km of the village, whereas Morrison Formation
                        materials are abundant, these data suggest that men traveled more widely
                        to procure preferred materials for hunting tools than women did for materials
                        used for plant- and animal-processing tools. Unfortunately, the available
                        data are insufficient to determine whether a significant amount of projectile-point
                        manufacture took place outside the village during resource-collecting
                        trips.
175
                        Even though the deposition rate of nonlocal
                        objects appears to have declined over time, such items were much more
                        common at Yellow Jacket than they were at Woods Canyon and Castle Rock
                        pueblos. The size, occupation span, and location of Yellow Jacket Pueblo
                        relative to these other community centers may have given its inhabitants
                        greater access to imported objects and raw materials. All objects of nonlocal
                        materials are traceable to areas where other ancient Pueblo communities
                        existed. There is no evidence of trade with contemporary, non-Pueblo peoples
                        to the north.
176
                        Differences in the relative percentages of common artifact types across
                        architectural blocks suggest that Block 2000 is more likely to have been
                        a plaza than a reservoir and that the Block 3400 assemblage is anomalous.
                        The occurrence of more variation in artifact proportions among peripheral
                        architectural blocks than in central blocks may indicate increasing specialization
                        of tasks during the occupation of the village, or could simply be the
                        result of sampling error.
Copyright © 2003 by Crow Canyon Archaeological Center. All rights reserved.
								
								DONATE TODAY
							