Human-Camelid Interactions in the Wari Hinterlands: A stable isotopic analysis of camelid remains from Auquimarca (600-1000 CE), Huancayo, Peru

Human-Camelid Interactions in the Wari Hinterlands: A stable isotopic analysis of camelid remains from Auquimarca (600-1000 CE), Huancayo, Peru | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Human-Camelid Interactions in the Wari Hinterlands: A stable isotopic analysis of camelid remains from Auquimarca (600-1000 CE), Huancayo, Peru Lilian J Baker, Aleksa Alaica, Angelina J Locker, Maya B Krause, and 4 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8099994/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 12 You are reading this latest preprint version Abstract Human-camelid interactions and pastoral practices have helped shape social, political, and economic lifeways throughout the history of the Central Andes. However, the methods by which humans managed and utilized camelids in the central highlands during the Middle Horizon (600-1000 CE)–and how those subsistence strategies reflect negotiations between Andean vertical ecologies, local communities, and the expanding Wari Empire–remain unclear. This study employed a life history approach using sequential stable carbon and oxygen isotope analysis from camelid enamel samples recovered from Auquimarca, a highlands burial site in the Lower Mantaro River Valley, Department of Junín, Peru, to understand the role camelids had in society and the subsistence strategies of people living amid Wari imperial influence in the region. Among the 32 camelids (n=235 enamel carbonate samples) studied, the observed δ13C and δ18O values indicate that the camelids were likely managed using different flexible pastoral strategies, including grazing on naturally-available C3 plants in the puna (3850-4700 masl), receiving maize fodder closer to human settlements in the Mantaro River Valley’s fertile kichwa (3100 – 3850 masl), or a seasonal rotation between these environments to utilize resources available at different points during the year. δ13C and δ18O variation within the lives of certain camelids suggest involvement in long-distance trade networks or camelid caravans, possibly related to broader trade systems in the region and Wari sphere of influence. These results are important for understanding how Wari influence impacted communities in distant and remote parts on the edge of an Andean empire. Wari Empire zooarchaeology stable isotope analysis camelids central Andes Figures Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 7 Figure 8 Figure 9 Figure 10 Figure 11 Figure 12 1. Introduction Humans have benefitted from their interactions with camelids for millennia in the central Andes. With the domestication of llamas ( Lama glama ) and alpacas ( Vicugna pacos ), humans have sourced meat, fat, bones, and wool from camelids (Bonavia, 1996; Weber, 2019 ), used them as pack animals (Capriles and Tripcevich 2016 ), and integrated them into sacred rituals, among other activities. Camelid pastoralism is an effective way to produce and manage these animal products within the Andean vertical archipelago (Murra 1972 ): where communities utilize distinct Andean ecozones that vary drastically in elevation and agricultural potential to produce resources that are moved throughout the Andes (Browman 1970 , 1978 ; Nielsen 2000 ; Dufour and Goepfert 2020 ). These human-camelid interactions have therefore shaped the political economy, migration patterns of people, and fostered socio-political interactions between different people and communities (ibid). Beyond their economic purpose, camelids are embedded in the human social system and imbued with their own cultural and social meaning in these pastoral societies (Flannery et al. 1989 ; Dransart 2002 ; Duche-Pérez and Mamani-Daza 2024 ). The human-animal interactions fostered through camelid pastoralism generate a powerful ideology on the real and symbolic importance of these animals and their connection to human sustenance and well-being. But decisions about the care and maintenance of camelid herds, their movement between ecozones to access additional sources of food and water, best subsistence strategies (i.e., foraging, agriculture, or some hybrid of the two) to supplement pastoral practices, and the use of camelid herds in ritual contexts are also informed by socio-political systems (Browman, 1974 ; Flannery et al., 1989 ; Takigami et al., 2020 ). These systems range from community forces that negotiate pasture use to imperial states that require forms of labor, ritual, or material tribute (ibid). In this study, we combine zooarchaeological and stable isotope analysis ( δ 13 C, δ 18 O) from camelid enamel carbonates to analyze human-camelid relationships and camelid management decisions among people from a fertile highland region in the Andes. They were recovered from the archaeological site of Auquimarca, located in the contemporary province of Huancayo in Peru. Given archaeological evidence of Wari imperial influence at the site, we assess whether and how larger imperial structures of the Wari Empire influenced those human-animal practices. 1.1 Cultural Influence of the Wari Empire The Middle Horizon (600–1100 CE) was the first time in Andean prehistory when an imperial polity emerged, as exemplified by the Wari Empire, whose hegemony spanned regions in the coastal and highland Peruvian Andes (Fig. 1 ) (Schreiber 1992 ; Isbell 1997 ; Tung 2012 ). The heartland of the Wari Empire was at the site of Huari, in the Ayacucho Basin (Isbell 1997 ). Out of the heartland, the Wari Empire created a mosaic of control across much of the Peruvian Andes (Schreiber 1992 ), establishing administrative centers that helped to support the widespread adoption and imposition of Wari symbols and practices outside of the heartland, such as D-shaped temples, accessible subterranean tombs, consumption of chica de molle, and slip painted faceneck vessels and tumblers (Isbell and McEwan 1991 ; Schreiber 1992 ; Earle and Jennings 2012 ; Stone 2012 ; Williams and Nash 2021 ; Grávalos et al. 2023 ). The distribution of these administrative centers helps to reveal the spatial patterning and varied level of Wari influence in different Andean regions; hinterland sites adopted and modified Wari architectural and artistic features, adjusted subsistence strategies, and integrated Wari and local ritual-religious practices to fit within their existing lifestyles and cultures (Grávalos et al. 2023 ). 1.1.1 Wari influence in the Mantaro River Valley While much is known about Wari influence in the Ayacucho Basin and in parts of the southern and northern hinterlands, Wari presence in the central Peruvian highlands is not as clear (Schreiber 1992 ; McEwan 1996 ; Williams 2001 ; Tung 2012 ; Watanabe 2012 ; Giersz 2016 ). The Mantaro River Valley (MRV) is in this region, and archaeological studies in the Upper Mantaro Valley, the northern section of the MRV, have reported little evidence of Wari influence (D’Altroy and Hastorf 2001 ). In the Lower MRV, evidence of Wari influence is clearer. Stone architecture and tall, enclosed spaces, subterranean tombs, and Wari-style ceramics have been found at several sites in this region, including at Calpish, Ñahuiraupukio, and Wari Willka (Browman 1970 ; Jennings and Craig 2001 ; Earle and Jennings 2012 ). No large Wari administrative centers have been identified here; however, Wari Willka has been classified as an important ritual temple or pilgrimage site in the Wari Empire (Browman 1970 ; D’Altroy and Hastorf 2001 ). The site of Auquimarca, analyzed here, is located around 3.7 kilometers away from Wari Willka in the Lower MRV. 2. Site and Environmental Background 2.1 Ecology and Agriculture of the Mantaro River Valley The site of Auquimarca is in the city of Huancayo (department of Junín), located in the Mantaro River Valley (MRV) at 3220 masl (Fig. 2 ). The MRV ranges in altitude from 3100 masl to 4500 masl, with mountain peaks up to 5500 masl flanking the sides (Heikkinen 2021 ). Compared to other river valleys in the highland Andes, the MRV is relatively wide–around 2 km at its narrowest and 24 km at its widest–and very fertile (Browman 1970 ; Mayer 1979 ). Today, agricultural fields on the Mantaro River plain and lower mountain slopes (between 3100–3850 masl) produce crops such as potatoes, corn, beans, barley, and ulluku which supply many nearby cities (Parsons et al. 2000 ; Heikkinen 2021 ; Aramburú Venegas 2022 ). Maize agriculture is now especially prevalent in the southern stretch of the MRV, where Auquimarca is located, because this region tends to be warmer than areas to the north (Mayer 1979 ). This kind of agricultural zone at this elevation is known as the kichwa zone (Flannery et al. 1989 ). Above the kichwa on higher slopes of the MRV is the puna ecological zone (between 3850–4700 masl): an alpine meadow region with average temperatures between 0–7°C (Browman 1974 ; Parsons et al. 2000 ; Vidal 2014 ; Takigami et al. 2020 ). The lower puna (3850–4300 masl) is suitable for the growth of some tubers and is also where chunõ (freeze-dried potatoes) is often produced (Mayer 1979 ; Parsons et al. 2000 ). The upper puna (4300–4700 masl), however, is not suitable for agriculture; rather, this is the primary location of camelid grazing during summer months for modern pastoralists in the area (Flannery et al. 1989 ; Parsons et al. 2000 ). In contemporary times, farmers in the MRV commonly live in the larger towns and cities of the kichwa , and herders live in much smaller settlements in the puna. The two groups trade maize, grains, tubers, wool, dried meat, chunõ , and other products (ibid). Finally, above the puna is what many Quechua-speaking people refer to as the urqu (over 4700 masl): snowy, glacial mountain peaks with few-to-no residents (Flannery et al. 1989 ; Takigami et al. 2020 ). In the MRV, this specifically refers to the Huaytapallana mountain range on the eastern side of the valley, with peaks up to 5500 masl (Mark et al. 2017 ; Heikkinen 2021 ). 2.2 The Site of Auquimarca The site of Auquimarca (Fig. 3 ) was uncovered beneath a road during a water and drainage system infrastructure project and was excavated in 2021 and 2022 as part of a rescue excavation directed by the Peruvian Ministry of Culture (Aramburú Venegas 2022 ). Given its proximity to the city center of Huancayo, Auquimarca is directly surrounded by modern residential and commercial infrastructure, so the excavation team was limited in their ability to excavate the entire site. Of the six hectares they were able to excavate, much of it was badly damaged by the modern construction project. That project inadvertently uncovered tombs with human and animal remains and associated artifacts. Previous infrastructure projects, shown by water pipes bisecting some of the tombs, also damaged the burials in the years prior (ibid). 2.2.1 Human interments at Auquimarca In total, one hundred and twenty-six (126) tombs and their surrounding artifacts and remains were excavated from Auquimarca. However, it is estimated that another twenty tombs remain under the surrounding, contemporary buildings. Archaeologists (led by Palacios) identified at least 96 individuals at Auquimarca. Further analyses by Krause and colleagues examined these human individuals to document demographic and health profiles; they also selected human samples for a dietary isotope study (Krause 2025 ). Food offerings, slip-painted ceramic vessels, tupu pins, and spondylus shell beads, among other artifacts, were found within the tombs (Aramburú Venegas 2022 ). Accelerated mass spectrometry (AMS) dates (N = 6) obtained from the bones of six human individuals at Auquimarca range from 600 to 1000 CE, suggesting that this is a Wari-era Middle Horizon site (Krause and Tung 2025 ). The style of the tombs and artifacts recovered from Auquimarca suggest a merging of Wari artistic styles with more local ones during the Middle Horizon. The site’s burial structures resemble those found at Conchopata, Muyo Orqo, and Aqo Wayqo in the Ayacucho Valley (Isbell 2004 ). Yet, given Auquimarca’s proximity to the Wari heartland, these similarities may represent wider regional traditions rather than direct imperial control. The ceramics associated with tombs are predominantly local, with only a small proportion displaying Wari-style features (Maldonado et al. 2022 ). As most Wari-style ceramics across the Andes were locally produced (Williams et al. 2019 ; Grávalos et al. 2023 ), it is more accurate to distinguish between local and Wari-associated forms rather than assume imported goods or centralized production. No domestic structures were found, indicating that Auquimarca was a mortuary site. 2.2.2 Middle Horizon sediment layer at Auquimarca A 20–80 cm thick layer of sediment was found at an activity level directly above the tombs and contained faunal remains, tools, ceramic fragments, and other artifacts. Many stone hoe heads associated with agricultural work were found in this layer. Artifacts associated with textile production (stone awls and bobbins), butchering (stone scrapers), and hunting (stone points) were also uncovered at the site, but in much fewer quantities. 2.2.3 Faunal remains recovered at Auquimarca The faunal remains at Auquimarca were found in several contexts: 1) as offerings within tombs, 2) in association with specific tombs, but not in the tomb chamber, 3) in the sediment layer directly above the tombs at activity level, and 4) in a final layer of sediment closest to the surface. In total, seven thousand and ninety-nine (7,099) fragments from animal remains were recovered from excavations and analyzed in the field (Alaica and González 2022). Eight species of mammals and three species of birds were identified, including camelids, guinea pigs, dogs, geese, and deer. A small number of cow, pig, and horse bone fragments were identified, all post-colonial domesticates that indicate some modern contamination in the top layer of sediment near the surface (ibid). Only indigenous animal species were found at the Middle Horizon activity level (ibid). 2.2.4 Zooarchaeological Analysis of Camelid Remains Zooarchaeological analysis of the faunal assemblage from Auquimarca recorded 7098 specimens of fragmented vertebrate remains (Table 2 ). Camelid remains ( Lama sp./ Vicugna sp.) (Number of Identified Specimens-NISP = 40.3%, Weight = 66.7%) were most common by count (NISP) and weight. Numerous guinea pig remains ( Cavia porcellus ) were recovered (NISP = 12.9%, Weight = 0.3%) with several found in tomb contexts on plates buried alongside the interred human burials. While several dozen fragments of Eurasian domesticates were identified at Auquimarca ( Bos taurus , Sus scrofa , and Equus sp. NISP = 0.6%, Weight = 2.2%), these specimens were recovered from disturbed areas of the upper fill layer that attests to contemporary activities. Table 2 Composition of faunal assemblage recovered from Auquimarca Total Taxon NISP %NISP Weight (g) %Weight Anas sp. 1 0.0 0.5 0.00 Anser sp. 8 0.1 5.7 0.01 Characriiformes 1 0.0 0.8 0.002 Psittaciformes 1 0.0 5.2 0.01 Ave pequeño 6 0.1 1.6 0.003 Ave mediana 6 0.1 4.7 0.01 Phyllotis sp. 4 0.1 0.2 0.0005 Cavia porcellus 918 12.9 130.2 0.03 Muridae 21 0.3 0.7 0.001 Canis sp. 1 0.0 6.4 0.01 Canis familiaris 167 2.4 378.0 0.8 Odocoileus virginianus/ Hippocamelus bisulcus 64 0.9 698.3 1.5 Lama sp./Vicugna sp. 3862 40.3 31717.9 66.7 Sus scrofa 9 0.1 200.6 0.4 Bos taurus 38 0.5 797.1 1.7 Artiodáctilo 1395 19.7 7415.9 15.6 Equus sp. 1 0.0 29.2 0.1 Simiiformes 2 0.0 5.8 0.01 Homo sapiens 247 3.5 790.2 1.7 Mamifero micro 36 0.5 1.2 0.002 Mamifero pequeño 28 0.4 35.7 0.1 Mamifero mediana 605 8.5 2626.8 5.5 Mamifero grande 673 9.5 2713.5 5.7 Mamifero 4 0.1 1.0 0.002 Total 7098 100.0 47567.3 100.0 Among the camelids, the thorax region (including the vertebrae and ribs) was the most abundant portion of the skeletons found at Auquimarca (NISP = 30.9%, Weight = 24.5%). The upper portion of the front limb (including the humerus) was also prevalent in the assemblage (NISP = 17.8, Weight = 25.6%) (Fig. 4 ). Both portions of the skeleton have large quantities of meat that attest to the butchery of camelids for their use in communal gatherings and possible feasts. Finally, comparing the tomb contexts with the upper fill layer, reveals interesting pattern in the use of camelids at Auquimarca for their prevalence in the upper fill layers relative to their abundance in tombs. Guinea pigs are much more common in tombs contexts when compared with camelids, with 75% of the assemblage in these contexts consisting of guinea pigs and 25% of camelids. Furthermore, camelid specimens recovered from tomb contexts (Fig. 5 ) are more likely to be unfused, while in the upper fill layers, camelid remains were more often identified as fused. These patterns indicate that young camelids may have been preferred as offerings in burial contexts, while more mature animals were shared in communal events and feasts. 2.3 Camelid Pastoralism in the Mantaro River Valley Semi-nomadic camelid pastoralism–where communities relied heavily on pastoralism in the puna , but still utilized some level of horticulture at a lower elevation at different points in the year–was the primary source of subsistence for communities in the MRV from the Formative Period (BCE 1800 − 900) through the Early Intermediate Period (1-550/600 CE) (Browman 1976 ; Matos Mendieta 1978 ). Small-scale settlements at this time were scattered throughout the kichwa and the puna , many of which contained evidence of canchas (corrals for the camelids) and middens containing camelid and plant remains (Matos Mendieta 1978 ). Browman ( 1970 , 1974 , 1976 ) suggested a shift in MRV sites from being reliant on semi-nomadic camelid pastoralism to utilizing more agriculture in the kichwa with the advent of the Middle Horizon. This transition toward sedentary lifestyles may reflect the Wari Empire’s strategy of exploiting the region’s fertile lands for agricultural use (Matos Mendieta 1978 ); however others have suggested that natural population growth may have been pushing the populations towards an increased reliance on agriculture regardless of Wari influence (Browman 1976 ). Using stable isotope analysis to document the diets and migration patterns of camelids at the MRV site of Auquimarca provides new empirical data to explore other aspects of subsistence strategies among a community in this region. In turn, these zooarchaeological isotope data can help illuminate food management and exploitation and factors that may have contributed to those subsistence strategy decisions. 3. Stable Isotope Analysis of Camelid Pastoralism Stable isotope analysis is used within zooarchaeology to understand the role animals had in past human civilizations and environments (Pilaar Birch 2013 ). Here, we compare the ratio of 13 C/ 12 C and 18 O/ 16 O found in camelid enamel carbonate samples to a standard (Vienna Pee Dee Belemnite, VPDB) to produce a value expressed as δ 13 C or δ 18 O parts per mil (‰) used in stable isotopic comparisons and critical analyses (Coplen et al. 1983 ; Coplen 1996 ). 3.1 Carbon Stable Isotope Analysis Landscapes of the central Andes are home to a diversity of plant species, leading to a range of δ 13 C values in the environment and in the tissues of organisms that consume these plants (Powell and Still 2009 ). C 4 plants (Hatch-Slack photosynthetic pathway) typically grow naturally or as crops in coastal, lowland, or kichwa regions, as these plants thrive in drier, hotter areas while C 3 plants (Calvin-Benson photosynthetic pathway) grow at all elevations throughout the Andean ecological zones (Cavagnaro 1988 ; Thornton et al. 2011 ). These photosynthetic pathways fixate carbon differently, leading to distinct δ 13 C signatures between C 3 and C 4 plants, and some variation between species within these plant groups (Smith and Epstein 1971 ). From ethnographic accounts, C 4 plants that are often available to camelids include amaranth ( Amaranthus caudatus ), saltgrass ( Distichlis spicata ), matted grama ( Bouteloua simplexi ), and muhly ( Muhlenbergi a sp.) (Cadwallader et al. 2012 ; Dufour et al. 2014 ; Melton et al. 2023 ). Wild Andean C 4 plants have an average δ 13 C of – 13.5 ± 1‰ (Szpak et al. 2013 ). Maize, however, is widely accepted as a primary source of C 4 plants in the diets of camelids in the past, and in this region, has an average δ 13 C of – 11.8 ± 0.4‰ (ibid). C 3 plants available to camelids in the central Andes that are often available to camelids include cultivated quinoa ( Chenopodium quinoa ), potatoes ( Solanum sp.), and a variety of grass species ( Festuca sp., Calamogrosti s sp., Stipa sp., and Poa sp.) (Flannery et al. 1989 ; Finucane 2009 ; Cadwallader et al. 2012 ; Melton et al. 2023 ). Andean C 3 plants range in δ 13 C from – 31.9‰ to – 22.5‰ (Szpak et al. 2013 ). Higher altitude puna environments, where camelid grazing tends to happen, are composed primarily of C 3 grasses, and therefore have lower average δ 13 C values when compared to the more C 4 -heavy kichwa (Thornton et al. 2011 ; Dufour et al. 2018 ). The difference between the δ 13 C of the consumed plants and that of the camelid enamel is 14‰ because of fractionation that occurs as bioapatite carbonate is created in the enamel (Cerling and Harris 1999 ; Passey and Cerling 2002 ; Dufour et al. 2014 ). Therefore, animals with pure C 3 diets tend to have a δ 13 C enamel carb of – 12‰ or less, while those with pure C 4 diets tend to have a δ 13 C enamel carb of + 2.5‰ or greater (Dufour et al. 2014 ). 3.2 Oxygen Stable Isotope Analysis Oxygen stable isotope analysis can be used to understand the movement of organisms across the Andean landscape (Katzenberg 2008 ). As organisms consume water derived from different sources (i.e., rivers, lakes, glaciers, and plants), the unique δ 18 O values of those water sources are incorporated into their tissues (Bryant et al. 1996 ; Barbour 2007 ). Differences in δ 18 O values between water sources are impacted by evaporation, proximity to the coast, differences in altitude, temperature, latitude, seasonality, and other environmental factors (Knudson 2009 ; Pederzani and Britton 2019 ; Zimmer-Dauphinee et al. 2020 ). As such, δ 18 O values generally get lower with higher altitudes, colder temperatures, and further distance from the coast (Yann et al. 2016 ; Pederzani and Britton 2019 ). The vast diversity of altitudes among the Andean ecological zones, including those in the MRV, make the Andes an opportune location to utilize changes in δ 18 O values to study the movement of organisms in the past (Knudson 2009 ). Unlike humans who drink most of their water, weaned camelids in the Andes–as evaporative-sensitive taxa–receive much of their water from the vegetation they consume, tying their remains to Andean ecological zones rather than just surface water sources (Yann et al. 2016 ; Miranda-de la Lama and Villarroel 2023 ). Plants derive most of their oxygen from soil water, so the δ 18 O of precipitation–the major source of soil water–highly impacts the δ 18 O of the weaned camelids who consume those plants (Flanagan et al. 1991 ). Additionally, changes in the amount of precipitation during wet versus dry seasons leads to differences in δ 18 O within a plant; in general, high evaporation and evapotranspiration rates during periods of low rainfall lead to δ 18 O enrichment, and low evaporation and evapotranspiration rates during periods of high rainfall lead to more depleted δ 18 O values in vegetation (ibid; Yann et al., 2016 ). As such, δ 18 O values of weaned camelids reflect primarily the season, the vegetative environment in which they were grazed in, and the environment in which their fodder was grown in (ibid; Dufour et al., 2014 ). 3.3 Stable Isotope Analysis of Middle Horizon Camelids Several studies have used stable isotope analysis to investigate camelid pastoralism in the Central Andes during the Middle Horizon (see Fig. 1 for site locations). At Conchopata in the Wari heartland, Finucane et al. ( 2006 ) observed two distinct groups of camelids: a 13 C-enriched group, with some of the highest δ 13 C values of camelids recorded in the Andes, and a 13 C-depleted group. From this, they suggest that two different kinds of camelid pastoralism were practiced in the Wari heartlands: rangestock grazing, where camelids (here, alpacas) were brought to the puna to graze on primarily C 3 plants, and maize foddering, where camelids (here, llamas) were fed the remains of maize crops in canchas or brought to the maize fields to feed on the stubble (ibid); differences between the groups on the bases of species have been contested (Tomczyk et al. 2019 ). Regardless, a dimorphic husbandry strategy was observed and the high presence of maize within a subsection of the Conchopata camelids’ diets supports the importance of maize within the Wari heartland. In the Wari hinterlands, other methods of camelid pastoralism have been observed. At Castillo de Huarmey, a Wari administrative center on the northern Peruvian coast, some camelids grazed on almost exclusively on C 3 plants, while others were provided a greater mix of C 3 and C 4 plants and moved between higher and lower pastures in the coastal region (Tomczyk et al. 2019 ). In this dimorphic husbandry model, most camelids were kept within proximity to the site, but some stayed in similar pastures at higher elevations while others moved between pastures at higher elevation and closer to the coast. However, stable strontium and lead isotope analysis revealed several non-local individuals who were likely part of trade networks connecting the Wari Empire (ibid). Multiple husbandry strategies were observed at Cerro Baúl in the Moquegua River Valley as well (Thornton et al. 2011 ; deFrance 2014 ). The low average δ 13 C values among the majority of the sampled camelids were consistent with the δ 13 C values of modern camelids rangestock grazed on C 3 plants in the puna ; however, three of the camelids had elevated average δ 13 C values relative to the others, who Thornton et al. ( 2011 ) suggest were llamas that were kept close to human settlements, fed maize instead of grazed, and were likely used in caravan trade networks. On the southern coast, δ 13 C values from various camelid tissues at Uraca, Beringa, and Quilcapampa revealed differences in the food made available to camelids at these sites (Alaica et al. 2022 ; Melton et al. 2023 ). At Quilcapampa, differences were also detected in fodder strategies between llama-sized and alpaca-sized camelids based on first phalanx morphometrics in which llamas were likely moving between the highlands and coast more regularly due to their higher δ 13 C isotopic compositions (Alaica et al. 2021 ; Le Neün et al. 2023 ). Camelids from Early Intermediate Period-Middle Horizon contexts at Uraca may have had greater access to C 4 plants than camelids from Middle Horizon contexts at Beringa and Quilcapampa, likely because of close proximity to agricultural lands and greater autonomy over their foddering practices. Beringa and Quilcapampa had greater demands from the Wari heartland that required greater flexibility of camelid diets, resulting in a more mixed C 3 and C 4 diet (Alaica et al. 2022 ). Further analysis of δ 13 C enamel carb , δ 18 O enamel carb , and dental calculus microbotanicals from several Quilcapampa camelids suggests a variable incorporation of C 3 (likely potatoes) and C 4 (likely maize) plants; mobility appears to increase throughout life, consistent with camelids participating in caravans after weaning (Melton et al. 2023 ). In comparing δ 13 C values from camelid bone collagen between coastal and highland central Andean sites and between time periods, Noe et al. (Noe et al. 2024 ) found differences in the subsistence strategies and acceptance of maize agriculture between coastal and highland sites during the Middle Horizon, with a broader range of C 4 -enriched δ 13 C values observed among coastal sites compared to highland sites. Middle Horizon highland sites did have more outliers than coastal sites, which they argued meant camelids in the highlands were more commonly a part of camelid trade routes connecting portions of the Wari Empire (ibid). These differences in camelid management strategies–and the importance of maize for these strategies–seen across the Wari Empire suggest that ecological location, agricultural suitability, and connectedness to the Wari heartlands informed human-camelid relationships in Middle Horizon communities. As Auquimarca is one of very few Middle Horizon sites in the fertile MRV, the novel analysis of the δ 13 C and δ 18 O in camelid enamel carbonates from this site offers a unique perspective on the role camelids had in society and the subsistence strategies of people living amid Wari imperial influence in this region. 4. Materials and Methods Dental elements, representing thirty-two (32) individual camelids, were exported from Auquimarca to the US with the permission of the Peruvian Ministry of Culture. Seven of the individuals have multiple teeth included in this study, for a total of 44 camelid teeth represented in the dataset ( Table 1 ). The teeth chosen for stable isotope analysis were deciduous third premolars (dP3; n = 3), deciduous fourth premolars (dP4; n = 4), permanent first molars (M1, n = 14), permanent second molars (M2; 15/44), and permanent third molars (M3; n = 7). Comparing the stable isotope ratios from these different teeth provides an overview of any changes in diet and/or environment that occurred during an organism’s early life (Dufour et al. 2014 ). The stable isotopes of dP3 and dP4 represent the diet and environment of the mother, since these teeth mineralize in-utero (Takigami et al. 2020 ). Stable isotopes from M1, M2, and M3 represent later diets and environments, erupting around 6 to 9 months, 1 year 5 months to 2 years, and 2 years 9 months to 3 years 8 months, respectively (Wheeler 1982 ). One tooth (AM-143) was classified as an M1 or M2 because of its ambiguous traits and was not included in any analyses of tooth-based differences. In total, 235 enamel carbonate samples were prepared from the 32 camelid individuals. The Auquimarca camelid enamel carbonate samples were prepared for stable carbon and oxygen isotope analysis in the Bioarchaeology and Stable Isotope Research Lab (BSIRL) at Vanderbilt University. Sample preparation followed a modified version of the bleach-based protocol outlined in Garvie-Lok et al. ( 2004 ). The outer enamel surface of the teeth were cleaned with sterile brushes and 18 meg-ohm ultrapure water (D2). All dental samples were left to air dry overnight before they were lightly abraded with a Dremel rotary tool to remove surface contaminants. Gloves were changed and laboratory surfaces and Dremel tools and bits were cleaned with bleach, water, and ethanol between each sample to avoid potential cross-contamination. The enamel carbonate samples were collected sequentially from the teeth to capture more precise changes in an individual’s diet and environment throughout life (Passey and Cerling 2002 ; Dufour et al. 2014 ; Takigami et al. 2020 ; Alaica et al. 2022 ; Pilaar Birch et al. 2025 ). Using a Dremel tool, horizontal lines were drilled across one side of the tooth starting at the crown of the tooth (occlusal surface, OCC) moving towards the tooth root (cementoenamel junction, CEJ). Since enamel mineralizes from the OCC to the CEJ and does not turnover, the stable isotope ratios of camelid enamel carbonate samples closer to the OCC represent an individual’s earlier diet and environment than those of samples closer to the CEJ, which represent their present circumstances (Passey and Cerling 2002 ; Takigami et al. 2020 ; Alaica et al. 2022 ). Lines were drilled approximately 1 mm apart, to ensure definitive sampling. Amount of wear varied between teeth making the number of samples taken per tooth variable as well. An average of 5.5 sequential samples were taken from each tooth. When sequential sampling was not possible (due to size of the tooth, chipping, or poor preservation), a bulk sample was taken by drilling a vertical patch on the tooth from the OCC to the CEJ (Fig. 6 ). For every sequential or bulk sample, 2 mg of enamel powder was collected and added to a 1.5 ml plastic vial. One ml of 1-1.5% NaOCl was added to each vial for 48 hours to remove organic contaminants. Samples were rinsed with D2 and 1 ml of 0.1 normality (N) CH 3 COOH (acetic acid) was added for 3.5 hours to remove exogenous carbonates. Samples were rinsed with D2. One ml of CH 3 OH (methanol) was added to each vial, samples centrifuged, and the methanol decanted. Samples were then left to air dry in a desiccator for 48 hours. Samples were analyzed with a Kiel IV Carbonate Device coupled to a Thermo DeltaPlus XP IRMS at the Yale Analytical Stable Isotope Center (YASIC). All presented δ 13 C and δ 18 O values are reported on the VPDB scale and were calibrated on a two-point curve using reference materials PX ( δ 13 C = + 2.01‰ VPDB; δ 18 O = – 1.91‰ VPDB)) and MERC ( δ 13 C = – 48.96‰ VPDB; δ 18 O = – 16.48‰ VPDB). An internal standard (COW) was used to correct for drift ( δ 13 C = – 7.85‰ VPDB; δ 18 O = – 4.47‰ VPDB). Data were analyzed using Microsoft Excel and R version 4.3.2 (R Core Team 2023 ) with the psych (Revelle 2025 ), FSA (Ogle et al. 2025 ), and readr (Hester and Bryan 2024 ) packages. These same programs, along with the tidyverse (Wickham et al. 2023 ) and RColorBrewer (Neuwirth 2022 ) R packages, were used to develop scatterplots, line graphs, and boxplots to visualize the data. All statistical analyses were performed at an alpha level of 0.05 for two-tailed tests. The dataset was not normally distributed (Shapiro-Wilks test: δ 13 C p < 0.001, δ 18 O p = 0.13, n = 235), therefore we used non-parametric tests to analyze variation within the site and across other Wari-affiliated sites. Specifically, a Kruskal-Wallis test and subsequent Dunn’s post-hoc test were used to determine statistical differences between individual camelids and Mann-Whitney U tests were used to analyze differences within and between teeth and between Auquimarca and other sites. Mann-Whitney U tests were also used to assess differences between camelids recovered from tombs or in the superimposed sediment layer at Auquimarca. The approximate percentage of C 4 plants in each individual camelid’s diet at Auquimarca and at other Wari-affiliated sites was calculated using δ 13 C enamel carb and δ 13 C collagen estimations for individuals consuming 100% C 3 diets ( δ 13 C 3 enamel carb = – 12‰, δ 13 C 3 collagen = – 21‰) and 100% C 4 diets ( δ C 4 enamel carb = + 2.5‰, δ C 4 collagen = – 6.5‰) from Dufour et al. ( 2014 ). We acknowledge that δ 13 C values vary within C 3 (~ 9.4‰) and C 4 (~ 4.6‰) plants across the Andean landscape (Szpak et al. 2013 ). However, the %C 4 plants in diet calculation from Dufour et al. ( 2014 ) enables us to have a standardized, general idea of varying plant consumption within the Auquimarca camelid dataset and between other Wari-affiliated sites. Few studies (Tomczyk et al. 2019 ; Alaica et al. 2022 ; Melton et al. 2023 ) have analyzed isotopic values from Wari-affiliated camelid enamel carbonates, so this method allows us to generally compare our dataset to a broader Wari scholarship that performed stable isotopic analyses on different materials (e.g., collagen and keratin). 5. Results The results of δ 13 C and δ 18 O values for the 235 camelid enamel samples included in this study are plotted in Fig. 7 , with summary statistics for the data shown in Table 3 (original values found in Online Resource 1). Table 3 Summary statistics of δ 13 C carb VPDB and δ 18 O carb VPDB for camelid enamel carbonate samples (n = 235) from Auquimarca. δ 13 C carb VPDB (n = 235) δ 18 O carb VPDB (n = 235) Mean (‰) -8.35 -6.50 Median (‰) -8.93 -6.80 Range (‰) -15.10 to -0.94 -12.24 to 0.66 Standard Deviation (‰) 2.72 2.20 5.1 δ 13 C and δ 18 O values by individual camelid The mean δ 13 C value of each individual camelid ranges from – 1.26‰ to – 12.32‰, while the mean δ 18 O value of each individual ranges from – 1.71‰ to – 9.12‰ (Table 4 ). The individual camelids consumed on average 28.3% C 4 plants in their diets, with predicted values ranging from – 2.2% C 4 plants in the diet (exceeding predicted pure C 3 plant consumption δ 13 C values from Dufour et al. ( 2014 )) to 74.06% C 4 plants in the diet. 9/32 individuals had 30% predicted C 4 plants in their diet. Figure 8 and Fig. 9 show the range of δ 13 C and δ 18 O values of samples associated with each individual, respectively. There were no significant differences in average δ 13 C or δ 18 O between the camelids recovered within tombs at Auquimarca or in the sediment layer on top of the tombs. Table 4 Summary statistics of δ 13 C carb VPDB and δ 18 O carb VPDB by individual camelid (n = 32). %C 4 value based on equation in Dufour et al. . δ 13 C carb VPDB (‰) δ 18 O carb VPDB (‰) Mean (SD) Median Range %C 4 Mean (SD) Median Range AM-122 -1.26 - - 74.1 -7.07 - - AM-123 -12.11 (1.94) -11.33 -15.10 to -9.79 -0.7 -8.31 (1.39) -8.20 -10.77 to -5.43 AM-124 -4.74 (1.73) -4.87 -6.74 to -1.93 50.1 -4.33 (0.77) -4.39 -5.33 to -3.08 AM-125 -7.38 (2.52) -8.10 -9.36 to -2.03 31.9 -7.87 (2.06) -7.79 -10.62 to -5.03 AM-126 -9.55 (0.36) -9.47 -10.25 to -9.19 16.9 -6.68 (0.82) -6.35 -7.90 to -5.84 AM-127 -10.87 (0.38) -10.82 -11.34 to -10.50 7.8 -7.55 (1.10) -7.33 -9.02 to -6.52 AM-128 -7.26 (0.75) -6.99 -8.11 to -6.69 32.7 -7.10 (0.36) -6.93 -7.51 to -6.85 AM-129 -5.01 (1.43) -5.30 -6.61 to -2.72 48.2 -6.01 (1.34) -6.24 -7.33 to -4.49 AM-130 -8.46 (0.18) -8.46 -8.75 to -8.27 24.4 -7.38 (0.33) -7.43 -7.75 to -6.88 AM-131 -10.08 (0.73) -10.36 -10.89 to -8.89 13.2 -3.58 (1.24) -3.64 -5.17 to -1.50 AM-132 -5.65 (0.44) -5.50 -6.15 to -5.30 43.8 -5.66 (0.30) -5.68 -5.96 to -5.36 AM-133 -10.58 (0.58) -10.72 -11.09 to -9.78 9.8 -7.04 (1.00) -6.86 -8.32 to -6.12 AM-134 -10.25 (0.55) -10.21 -11.27 to -9.61 12.0 -5.85 (1.41) -4.97 -8.45 to -4.77 AM-135 -5.34 (0.85) -5.40 -6.27 to -4.27 46.0 -4.07 (1.45) -4.00 -5.84 to -2.43 AM-136 -7.18 (0.63) -7.04 -7.94 to -6.39 33.3 -4.76 (0.87) -4.82 -5.86 to -3.43 AM-137 -5.08 (0.78) -5.13 -5.94 to -4.03 47.7 -5.06 (0.83) -4.67 -6.49 to -4.43 AM-138 -8.69 (1.93) -8.93 -11.31 to -4.93 22.8 -8.87 (2.14) -8.41 -12.24 to -7.06 AM-139 -6.81 (2.37) -5.77 -9.48 to -3.80 35.8 -7.52 (2.49) -9.30 -10.11 to -3.61 AM-140 -9.25 (0.55) -9.33 -10.05 to -8.18 18.9 -9.12 (1.42) -8.80 -12.18 to -7.39 AM-141 -9.55 (1.09) -9.23 -11.73 to -7.86 16.9 -7.98 (0.73) -8.32 -9.10 to -6.74 AM-142 -2.80 (0.16) -2.77 -3.07 to -2.67 63.4 -6.34 (0.95) -6.80 -7.36 to -5.14 AM-143 -8.50 (1.79) -8.63 -12.80 to -4.81 24.1 -8.67 (0.62) -8.68 -10.03 to -7.81 AM-144 -12.32 (0.62) -12.37 -13.07 to -11.52 -2.2 -5.44 (0.60) -5.44 -6.14 to -4.54 AM-145 -7.76 (0.18) -7.75 -7.80 to -7.56 29.3 -3.97 (0.71) -3.78 -5.60 to -3.41 AM-146 -3.22 (1.79) -2.44 -6.15 to -0.94 60.6 -1.71 (1.86) -1.70 -4.75 to 0.66 AM-147 -6.07 (0.26) -6.05 -6.43 to -5.65 40.9 -4.91 (0.63) -4.88 -5.77 to -4.25 AM-148 -9.77 (0.20) -9.78 -10.09 to -9.41 15.4 -5.99 (1.09) -5.81 -7.49 to 4.79 AM-149 -10.52 (0.54) -10.52 -11.35 to -9.73 10.2 -5.40 (1.88) -5.31 -8.73 to -3.36 AM-150 -5.95 (0.84) -5.92 -7.25 to -4.93 41.7 -5.91 (1.78) -5.93 -8.81 to -3.33 AM-151 -10.90 (1.11) -11.21 -12.03 to -8.82 7.6 -8.04 (1.54) -8.04 -10.40 to -5.72 AM-152 -10.40 (0.57) -10.32 -11.30 to -9.79 11.0 -6.34 (1.51) -5.96 -8.93 to -5.00 AM-153 -9.17 (1.11) -9.55 -10.46 to -7.41 19.6 -5.67 (1.79) -6.45 -7.28 to -2.42 Kruskal-Wallis tests of the δ 13 C values (χ 2 (31) = 191.12, p < 0.001) and the δ 18 O values (χ 2 (31) = 157.09, p < 0.001) of each individual camelid revealed significant differences in the means of the individuals for both carbon and oxygen. Dunn post-hoc tests further showed significant differences in the δ 13 C and δ 18 O value means between pairs of the individuals. From these post-hoc pairs, three individuals (AM-124, AM-142, AM-146) had mean δ 13 C values higher and two individuals (AM-123, AM-144) had mean δ 13 C values lower than 25% or more other individuals in the sample; for oxygen stable isotope analyses, one individual (AM-146) had a mean δ 18 O value higher and two individuals (AM-140, AM-143) had mean δ 18 O values lower than 25% or more other individuals in the sample. Full results of these post hoc tests can be found in Online Resource 2. 5.2 δ 13 C and δ 18 O values by tooth type The δ 13 C and δ 18 O data were organized by tooth type (dP3, dP4, M1, M2, M3) to analyze intra-population differences at particular life stages. Summary statistics of the δ 13 C and δ 18 O data by tooth type are presented in Table 5 . Plots showing the individual values associated with each tooth, separated by tooth type, are shown in Fig. 10 and Fig. 11 . We combined the samples associated with dP3 and dP4 teeth (n = 7 teeth) and M2 and M3 teeth (n = 22 teeth) to analyze differences in diet or location between pregnant females or nursing crias and adult camelids. The average δ 13 C and δ 18 O values from dP3 and dP4 teeth (n = 22 enamel powder samples) were – 6.6‰ and – 7.8‰, respectively. For M2 and M3 teeth (n = 125 enamel powder samples), the average δ 13 C and δ 18 O values were – 8.4‰ and – 6.2‰. A Mann-Whitney U test revealed significant differences in δ 13 C ( U = 1815.5, p = 0.012) and δ 18 O ( U = 799, p = 0.001) values between the dP3/dP4 and M2/M3 groups. Table 5 Summary statistics of δ 13 C carb VPDB and δ 18 O carb VPDB by tooth type: dP3 (3/32, n = 7), dP4 (4/32, n = 15), M1 (14/32, n = 71 samples), M2 (15/32, n = 86), M3 (7/32, n = 39). dP3 dP4 M1 M2 M3 δ 13 C carb VPDB (‰) Mean -4.09 -7.79 -8.69 -8.37 -8.61 Median -2.78 -8.61 -9.35 -9.24 -8.93 Range -9.21 to -2.67 -13.85 to -1.93 -15.10 to -3.62 -15.08 to -0.94 -11.31 to -2.03 Standard Deviation 2.46 3.71 2.75 2.67 2.15 δ 18 O carb VPDB (‰) Mean -6.97 -8.19 -6.15 -5.93 -6.71 Median -6.8 -8.84 -5.96 -5.99 -7.04 Range -10.1 to -5.1 -10.77 to -3.08 -10.62 to -2.42 -10.40 to 0.66 -12.24 to -1.50 Standard Deviation 1.62 2.22 1.72 2.22 2.64 5.3 Intra-tooth variation in δ 13 C and δ 18 O values To understand changes in diet and migration between the camelids on a smaller time scale, we analyzed differences in δ 13 C and δ 18 O values between the sequential samples taken from each tooth. Variation in δ 13 C and δ 18 O values across the development of each tooth type can be seen in Fig. 10 and Fig. 11 . We found no significant differences between the mean of the two samples closest to the OCC and the mean of the one to two samples closest to the CEJ for M1, M2, or M3 teeth with three or more samples for either δ 13 C or δ 18 O values. 5.4 Inter-site comparisons in the Wari world We analyzed the Auquimarca camelid enamel carbonate δ 13 C and δ 18 O values against those of other Wari-affiliated sites–Castillo de Huarmey (Tomczyk et al. 2019 ), Uraca (Alaica et al. 2022 ), and Quilcapampa (Melton et al. 2023 )–as shown in Fig. 12 . Mann-Whitney U tests between the complete δ 13 C datasets from Auquimarca and these other sites revealed a significant difference ( U = 5506.5, p < 0.001) between Auquimarca (n = 235) and Uraca (n = 65, mean = – 9.5‰); the difference between Auquimarca and Quilcapampa (n = 10) approached significance (mean = – 9.91‰, U = 772.5, p = 0.07). For oxygen, the δ 18 O values from camelids at Auquimarca significantly differed from those at both Quilcapampa (n = 10, mean = – 1.48‰, U = 2074.5, p < 0.001) and Castillo de Huarmey (n = 18, mean = – 8.86‰, U = 3933.5, p < 0.001). Uraca δ 18 O enamel carb values were not reported and therefore are not analyzed here. We also compared the %C 4 plants in camelid diets calculated from δ 13 C values (Dufour et al. 2014 ) across all Wari-affiliated sites with camelid stable isotope analyses and modern camelid samples. The Wari-affiliated sites included in this comparison are Beringa (only Middle Horizon camelids, Alaica et al. ( 2022 )), Conchopata (Finucane et al., 2006 ), Quilcapampa (Melton et al. 2023 ), Cerro Baúl (Thornton et al. 2011 ), Castillo de Huarmey (Tomczyk et al. 2019 ), and Uraca (Alaica et al. 2022 ). The modern camelid samples are from puna environments in Chilligua and Tocra (southern Peruvian coast) and Quiruvilca (northern Peruvian coast), as reported in Thornton et al. ( 2011 ) and Dufour et al. ( 2014 ). The results of Mann-Whitney U tests between %C 4 plants of camelids at Auquimarca and those of other sites can be seen in Table 6 . Table 6 Comparison of the average %C 4 plants in the diets of individuals from Auquimarca to those of individuals from other Wari-affiliated sites and modern herders (from Tocra, Quiruvilca, and Chilligua) using Mann-Whitney U tests. δ 13 C values used to calculate %C 4 plants in diet values come from different materials: collagen (col), enamel carbonates (ec), and keratin (ker). *asterisks indicate significance. Middle Horizon Wari-Affiliated Sites %C 4 plants in diet per individual (Dufour et al. 2014 ) Mann-Whitney U test vs. Auquimarca Average Range p value U statistic Beringa (ker, n = 5) (Alaica et al. 2022 ) 5.18% -8.22% to 35.7% 0.008* 20 Quilcapampa (ec, n = 4) (Melton et al. 2023 ) 11.6% 0% to 18.6% 0.113 32 Conchopata (col, n = 17) (Finucane et al. 2006 ) 54.8% 10.3% to 88.3% 0.005* 407 Cerro Baúl (col, n = 11) (Thornton et al. 2011 ) 31.4% 10.1% to 74.3% 0.687 191 Castillo de Huarmey (ec, n = 18) (Tomczyk et al. 2019 ) 21.6% -1.72% to 46.1% 0.229 228 Uraca (ec, n = 14) (Alaica et al. 2022 ) 17.3% 2.5% to 44.0% 0.064 146 Modern sites (col, n = 9) (Thornton et al. 2011 ; Dufour et al. 2014 ) 8.69% 1.38% to 13.9% 0.003* 49 6. Discussion 6.1 Dietary breadth among Auquimarca camelids δ 13 C values from the Auquimarca camelid enamel carbonates samples (n = 235) ranged from – 15.10‰ (− 2.2% C 4 plants) to – 0.94‰ (74.1% C 4 plants), with an average of – 8.35‰. If all of the camelids at Auquimarca had been raised and rangestock grazed in the puna , like many modern camelids in the MRV and other highland Andean regions, δ 13 C values would have been more negative, likely between – 17.9‰ and – 8.5‰ (Szpak et al. 2013 ; Dufour et al. 2014 ). These lower values would reflect a primarily C 3 diet consistent with the puna grasslands and ecosystem (Mayer 1979 ; Flannery et al. 1989 ; Dransart 2002 ; Thornton et al. 2011 ; Dufour et al. 2014 ). Conversely, if the camelids had been primarily given maize fodder and allowed to graze on maize stubble after the harvest, similar to the feeding practices for camelids from Middle Horizon coastal sites, the camelids would have had an overall higher δ 13 C average, likely between – 1.6‰ to + 2.5‰ (Dufour et al., 2014 ; Finucane et al., 2006 ; Noe et al., 2024 ; Szpak et al., 2013 ; Thornton et al., 2011 ; Tomczyk et al., 2019 ). But the broad range of δ 13 C values observed in the Auquimarca samples suggests that camelids at Auquimarca had access to both C 3 and C 4 plants, with some variation in the proportions of these kinds of plants in their diets. There was major variation in the diets of the 32 individual camelids at Auquimarca. When the δ 13 C values of the samples associated with a particular individual were averaged, there were significant differences between the means of the individuals from each other and from the population mean, suggesting that multiple husbandry strategies were utilized by those managing the Auquimarca camelid herds. Three individuals (AM-124, AM-142, AM-146) had mean δ 13 C values greater than 25% of other individuals. They consumed, on average, approximately 58.3% C 4 plants in their diets. This is similar to the δ 13 C enriched group of camelids observed at Conchopata, the urban Wari heartland site where camelids were likely kept in canchas and fed primarily maize (Finucane et al., 2006 ). Eleven additional camelids in the study sample consumed between 30% to 75% C 4 plants (average = 46.4%). These δ 13 C values are more consistent with Central Andean coastal sites with greater incorporation of maize into camelid diets (average range of 40–70% C 4 plants in diet) (Szpak et al. 2019 ). Auquimarca’s MRV location provides a more suitable location for maize agriculture on wide fields, much like those seen in some coastal areas and lowland areas. Therefore, where other highland kichwa sites have more limited maize influence on human and camelid diets, it appears that many of the camelids at Auquimarca had diets influenced by this environment and possibly by the maize subsistence priorities of the Wari Empire. In contrast, two individuals (AM-123, AM-144) had mean δ 13 C values lower than 25% of the study population. They consumed virtually no C 4 plants based on Dufour et al’s ( 2014 ) method, with an average of – 1.45% C 4 plants in their diets. This is more on par with the very low δ 13 C values of camelids in modern pastoral communities who tend to rangestock graze their livestock in the puna almost exclusively. For comparison, modern camelids from highland areas on the northern and southern Peruvian coasts, analyzed by Thornton et al. ( 2011 ) and Dufour et al. ( 2014 ), had an average of 8.69% C 4 plants in their diets (Table 6 ). Sixteen (16) additional individuals (18/32) also had low levels of maize consumption, consuming approximately less than 30% C 4 plants in their diets (average = 14.3%). This is consistent with other studies of camelids in the Andean highlands, where closer proximity to the puna grasslands and desire to diversify subsistence strategies often led to large levels of rangestock grazing (Browman, 1974 ; Finucane et al., 2006 ). At sites such as Beringa and Quilcapampa, camelids were likely primarily pastured on C 3 grasses. The minimal incorporation of maize in the diet may reflect Wari imperial influence (ibid; Alaica et al., 2022 ; Melton et al., 2023 ). Visual analysis of the δ 13 C boxplots for each individual (Fig. 8 ) supports the existence of camelid groups with varying proportions of C 3 to C 4 plants in their diets. In these boxplots, the interquartile ranges scarcely overlap with the population mean δ 13 C value, showing that some of the camelids were eating diets more heavily maize-based while others consumed primarily C 3 plants. The variety of diets suggests that those managing the camelids at Auquimarca were not engaged in purely maize foddering or purely rangestock grazing. More likely, separate or flexible pastoral strategies were used that allowed the agropastoralists to lean more heavily on maize foddering or rangestock grazing, while oftentimes incorporating elements of both (Alaica et al., 2022 ; Eerkens et al., 2014 ; Finucane et al., 2006 ; Thornton et al., 2011 ; Tomczyk et al., 2019 ). This kind of dimorphic husbandry model, as has been described by Tomczyk et al. ( 2019 ), has been observed at Wari-affiliated sites like Conchopata, Castillo de Huarmey, and Cerro Baúl to varying degrees (ibid; Finucane et al., 2006 ; Thornton et al., 2011 ). To compare the flexible husbandry model observed at Auquimarca to subsistence practiced in the MRV, we turn to Browman’s ( 1970 ; 1974 ; 1976 ) work in the region. He argued that prior to the Middle Horizon, people in this region were primarily engaged in rangestock grazing practices in the puna , with limited horticulture at lower elevations close to the river. With the onset of the Middle Horizon and influence by the Wari Empire, people in the MRV relied more heavily on maize agriculture in the kichwa and camelid meat for protein. Combined with other archaeological evidence from this site, like stone hoes for tilling and butchery marks on camelid remains, the camelids with higher δ 13 C values seem to support this hypothesis. This suggests that maize was a significant part of livelihoods during the Middle Horizon in the MRV. The lower %C 4 in camelid diets from Auquimarca suggest that rangestock grazing methods likely used during earlier periods in the MRV did not disappear during the Middle Horizon. Other studies have suggested that dimorphic and flexible husbandry models like this were used as risk management strategies to withstand maize crop failures (Finucane et al., 2006 ; Noe et al., 2024 ; Tomczyk et al., 2019 ). Furthermore, maintaining some level of rangestock grazing could also have been a cultural practice to keep connections to the mountain spirits, as seen in modern herding communities (Flannery et al. 1989 ; Dransart 2002 ; Duche-Pérez and Mamani-Daza 2024 ). Analysis of δ 13 C values within the individual camelids at Auquimarca revealed additional variation in their diets on a smaller time scale. The mean δ 13 C values of dP3 and dP4 teeth (n = 7 teeth, mean = – 6.6‰) were significantly higher than those of M2 and M3 teeth (n = 22 teeth, mean = – 8.4‰) (Wheeler 1982 ; Takigami et al. 2020 ). This reinforces ethnohistoric accounts of camelids staying in the same place for up to two years for training before joining caravans (Flannery et al. 1989 ). Likewise, visual analysis of the sequential line graphs for dP3/dP4 teeth and M2/M3 teeth (Fig. 10 ) reveals stark differences in the diets between individual teeth. This supports the idea that multiple flexible pastoral strategies were being practiced by those at Auquimarca. Some pregnant and adult camelids had a fairly constant, primarily C 3 diets while others seemed to have a more constant source of C 4 plants, like maize, in their diets. The dP3/dP4 and M1, M2, and M3 teeth differ in the amount of δ 13 C change within the development of those teeth. δ 13 C values remain fairly constant from the OCC to the CEJ in dP3 and dP4 teeth, whereas many of the molars exhibited steep increases (AM-123 [M1], AM-125 [M2]), decreases (AM-123 [M2]), or more cyclical patterns (AM-129 [M2], AM-146 [M2], AM-151 [M2], and AM-138 [M3]) of δ 13 C values between sequential samples (Fig. 10 ). Although we did not observe significant differences between the intra-tooth samples associated with the earliest and latest periods of development in the molars analyzed, visual analysis of the line plots for these teeth reveals the entire extent of δ 13 C change across the development of those teeth. Increases or decreases in δ 13 C values within the molars could reflect movement across the Andean environment throughout life as part of trade networks that connected hinterland communities to each other and to the Wari heartlands: an aspect of the vertical archipelago (Murra 1972 ; Alaica and González La Rosa 2019; Tomczyk et al. 2019 ; Alaica et al. 2022 ; Melton et al. 2023 ). Camelids then would have had access to different kinds of plants more readily available in different ecological zones. The camelids with more cyclical δ 13 C change within their teeth could have traveled across microclimates at different elevations, rotating between rangestock grazing in the puna to grazing on the stubble of maize fields after a harvest in the kichwa as part of a seasonal migration, as has been suggested at Castillo de Huarmey and other Andean sites (Dransart 2002 ; Tomczyk et al. 2019 ). Alternatively, these patterns could reflect movement of the camelids between ecological zones as part of camelid caravans, consuming different amounts of C 3 and C 4 plants based on their availability in that environment (Takigami et al. 2020 ). Although camelid remains analyzed in this study were found at activity level either within the tombs or in the sediment layer above them, we do not have specific AMS dates from the camelids themselves. The AMS dates from the human burials indicate that Auquimarca was occupied during the Middle Horizon; however, the AMS dates are not entirely homogenous (Krause and Tung 2025 ). Therefore, it is possible (and likely) that the camelids in this sample were deposited at Auquimarca at different times throughout the Middle Horizon and potentially at periods with varying impacts from imperial Wari hegemony. As such, the multiple pastoral strategies that we have suggested could have been used at differing times during the Middle Horizon rather than occurring concurrently. However, no significant differences were observed between the camelids recovered from inside tombs versus those in the sediment layer at activity level, so if different time periods were represented in the layers, they likely did not have a significant impact on the pastoral activities of those at Auquimarca. Further analysis of these camelid remains, including AMS dates and strontium isotope analysis ( 87 Sr/ 86 Sr), is needed to get a better sense of the depositional timeline and local environment of these camelids. 6.2 Andean mobility among Auquimarca camelids δ 18 O values from the enamel carbonate samples (n = 235) ranged from – 12.24‰ to + 0.66‰ VPDB. Dufour et al’s ( 2014 ) approximations for δ 18 O enamel carb by Andean ecological zone, which account for evaporative and meteoric water sources, are the following: lowland and coastal regions range from – 5.8‰ to + 0.5‰, kichwa regions range from – 6.2‰ to – 2.3‰, and puna regions range from – 15.0‰ to – 5.5‰. Under this model, the camelids at Auquimarca, when looked at collectively, likely inhabited a variety of environments ranging from the coast to the puna , with the average δ 18 O value (– 6.50‰) falling in the lower puna region. Additionally, the broad range of δ 18 O values in the sample and the intra-population and intra-individual variation in these values suggests that there was human management of the camelids at Auquimarca, helping determine the kinds of water and plants they had access to and their movement across the Andean landscape (Tomczyk et al. 2019 ; Carrasco et al. 2022 ). However, other factors tied to seasonality, like temperature and humidity levels, and the kinds of plants consumed can impact δ 18 O enamel carb values, since weaned camelids obtain most of their water from vegetal sources post-weaning and little water from evaporative water sources, so caution must be taken when directly comparing the δ 18 O enamel carb values of Auquimarca camelids to general environmental estimations (Kohn et al. 1996 ; Wright and Schwarcz 1998 ; Katzenberg 2008 ; Yann et al. 2016 ; Carrasco et al. 2022 ; Enke et al. 2022 ). There was less variation between the mean δ 18 O values of the 32 individual camelids than of those seen in the δ 13 C dataset. This can be observed in the higher overlap of interquartile ranges with the entire δ 18 O sample mean among the Auquimarca δ 18 O boxplots, an indicator that many of the camelids were local to Auquimarca (Fig. 9 ). However, there were still significant differences between the means of certain camelids and others and many of the individuals have large ranges of δ 18 O values. This can suggest that a large proportion of the camelids samples from Auquimarca were traversing the Andean landscape throughout their lives, exposing them to a variety of δ 18 O values in their foods and thus water sources (Weber 2019 ; Takigami et al. 2020 ; Melton et al. 2023 ). The individual camelids at Auquimarca exhibited significantly lower δ 18 O values than the camelids sampled at Quilcapampa and Castillo de Huarmey. This is to be expected because these sites are located at lower elevations closer to the coast (Quilcapampa = 800 masl, Castillo de Huarmey = 50 masl) compared to Auquimarca, which is located in the high kichwa region (3220 masl) (Katzenberg 2008 ; Knudson 2009 ; Dufour et al. 2014 ; Tomczyk et al. 2019 ; Alaica et al. 2022 ; Noe et al. 2024 ). Within the full camelid populations at these three sites, there is a much broader range of δ 18 O values at Auquimarca (n = 235, range = 12.9‰) than at Quilcapampa (n = 10, range = 8.43‰) or Castillo de Huarmey (n = 18, range = 7.32‰). The larger range of δ 18 O in the population suggests that the camelids at Auquimarca had varied diets and varied migration histories (ibid). It also attests to the lengths people went to - to bring their camelids to this site to engage in mortuary activities and to offer their animals in feasts and as burial offerings in tombs. This is supported by the previously discussed differences in the proportions of C 3 and C 4 plants between the camelids at Auquimarca. But the sample size at Auquimarca is much larger than those of Quilcapampa or Castillo de Huarmey, so these range values alone do not necessarily represent the entire extent of diet and mobility variation at Quilcapampa or Castillo de Huarmey. When the δ 18 O distribution of the entire sample population and the individual camelids are considered alongside intra-individual changes in δ 18 O values, the extent of movement and dietary diversity within the population is revealed. The mean values of dP3 and dP4 teeth (n = 7 teeth, mean = – 7.8‰) and M2 and M3 teeth (n = 22 teeth, mean = – 6.2‰) significantly differed from each other. But as seen in our carbon data, looking at the line graphs of these teeth show differences in δ 18 O between teeth in these categories. dP3/dP4 teeth have relatively linear δ 18 O trends throughout the development of those teeth that range between – 10.8‰ and – 3.08‰ (Fig. 11 ). From this, the pregnant camelids included in the sample were probably kept in the same region with similar diets for at least the later part of their pregnancy when these teeth would have mineralized (Takigami et al. 2020 ). But the region and diet in question varied, suggesting that there was no one setting where camelids were kept during pregnancy. Differences between the M2/M3 teeth are similar to those of the dP3/dP4 teeth. Some individuals had consistently and significantly high δ 18 O values throughout their enamel development while others had consistently low δ 18 O values; the range of δ 18 O from M2 and M3 teeth are – 12.24 to + 0.66‰. So even in later life, the camelids at Auquimarca likely inhabited different environments, further supporting the idea of multiple flexible pastoral strategies at the site (Tomczyk et al. 2019 ; Takigami et al. 2020 ; Melton et al. 2023 ). Some camelids likely inhabited the puna region while others might have been kept closer to human settlements in the kichwa where they consumed greater proportions of C 4 plants that could further enrich δ 18 O values (Kohn et al. 1996 ; Wright and Schwarcz 1998 ; Katzenberg 2008 ; Yann et al. 2016 ; Carrasco et al. 2022 ; Enke et al. 2022 ). Finucane et al. ( 2006 )and others have suggested that differences like this may represent alpacas versus llamas, where alpacas were kept in the puna and llamas were kept closer to human settlements for easier access to be used in trading (Alaica and González La Rosa 2019). However, this assumption has been disputed because llamas and alpacas can live in a single herd and can crossbreed (Shimada and Shimada 1985 ; Tomczyk et al. 2019 ). Regardless, this cannot be assessed here because of the fragmented nature of the Auquimarca camelid samples and our inability to tell whether the camelids were alpacas or llamas. Among the camelid molars sampled, we also see many individuals with large differences in δ 18 O values between the sequential samples. Once again, there was no significant difference between the δ 18 O values of the samples associated with earlier and later periods of enamel development, but we do see other patterns between those samples. Visual analysis of the line graphs for δ 18 O (Fig. 11 ) shows steady δ 18 O value increases, decreases, or cyclical patterns of movement across the vertical archipelago in many of the molars studied. Variation in soil water δ 18 O within an ecological zone due to seasonal changes in humidity, temperature, and precipitation could have also contributed to the observed cyclical patterns of δ 18 O increase and decrease among the camelids’ sequential δ 18 O values (Yann et al. 2016 ). But because of the range of δ 18 O values between the sequential samples, these camelids were likely moving between coastal/lowland and kichwa or kichwa and puna ecological zones. It is possible that the movement between these regions were the result of the agropastoralists negotiating with their Andean vertical landscape, preventing overgrazing while still having the resources available to produce agricultural products by moving the camelids between ecological zones to protect puna grasslands and provide access to maize stubble after harvests (Tomczyk et al. 2019 ). This model fits in well with the mixed C 3 /C 4 plant diets observed in many of the individuals. Or, these increases and decreases in δ 18 O values between the sequential samples could be the result of the camelids moving between ecological zones in order to trade products with other parts of the Wari Empire, as seen among camelids at Castillo de Huarmey and Cerro Baúl (ibid; Thornton et al. 2011 ). The MRV is such a suitable environment for maize cultivation. It could be that some of the camelids were used as pack animals in caravans to transport this important crop to other parts of the empire in exchange for other goods; unfortunately, this cannot be shown from these isotope analyses alone. Further work must be done to untangle the trade relationships between those at Auquimarca and the rest of the Wari world. 7. Conclusion Our study contributes significant new, fine-grained, intra-individual camelid stable carbon and oxygen isotope data from the highland Middle Horizon mortuary site of Auquimarca. The work provides the first zooarchaeological biochemical data to study subsistence practices in the MRV, a region where the extent of Wari influence has been relatively unknown. These results are important for understanding how Wari influence impacted communities in distant and remote parts on the edge of an Andean empire. We contribute a life history study of diet and migration histories of camelids at Auquimarca to the existing literature on Wari-associated subsistence strategies. As such, we elucidate a crucial account of human-animal interactions and management practices in the central highlands and build upon the limited research about camelid pastoralism in the Wari Empire. The reported δ 13 C and δ 18 O data revealed that the camelids were likely managed using different flexible pastoral strategies attuned to the constraints and affordances of pregnant and juvenile camelids and were utilized for different purposes within the agropastoral system. Some camelids were likely rangestock grazed on C 3 plants in the puna , some were maize foddered in the kichwa , and others fell somewhere in between, possibly kept in close proximity to human settlements but rotated between C 3 grass grazing and consuming maize stubble to ensure long-term subsistence success. Certain camelids had differences in δ 13 C and δ 18 O values throughout their lives. This suggests camelid involvement in long distance trade networks or camelid caravans, possibly related to broader trade and exchange systems in the MRV and the Wari Empire. The agropastoral system described here simultaneously considers the importance of maize in the Middle Horizon, and the maintenance of puna grazing practices for risk management and possibly cultural retention amid social change brought about by Wari hegemony (Finucane et al. 2006 ; Finucane 2009 ; Tung 2012 ; Tomczyk et al. 2019 ; Noe et al. 2024 ). Declarations Author Contribution L.B. wrote the main manuscript text, analyzed the data, and prepared all figures and tables not mentioned elsewhere. A.A. wrote the zooarchaeological analysis section and created table 2 and figure 4. M.K. helped write the Auquimarca site context and human interments at Auquimarca sections. A.A., A.L., and T.T. provided editing support to L.B. on the manuscript text. D.A. and J.P.G. oversaw and managed the rescue excavations of Auquimarca. A.A. and L.M.G. conducted the zooarchaeological inventory and analysis. L.B. and A.L. prepared the enamel carbonate samples. T.T. organized the export of the camelid remains to Vanderbilt University, obtained funding for analysis and writing this manuscript, and provided conceptual support. All authors reviewed the manuscript. Acknowledgement This work was supported by the Vanderbilt University College of Arts & Science and the Vanderbilt University Office of the Provost. Funding from the Killam Trust and the Department of Anthropology at the University of Alberta supported the zooarchaeological analysis. The Department of Anthropology at The University of British Columbia supported some of the writing in this manuscript. We also thank the Peruvian Ministry of Culture for supporting the rescue excavation at Auquimarca in 2021 and 2022 and for allowing the camelid samples analyzed here to be exported to Vanderbilt University for isotopic analysis in the Bioarchaeology and Stable Isotope Research Lab. We thank everyone who supported the excavation of Auquimarca. Finally, we would like to thank Alyssa Sklar for providing GIS technical support. References Alaica AK, González LM Analisis Zooarqueologico. In: Venegas DA (ed) Aquishmarca: Los Abuelos del Valle de Mantaro. Gobierno Regional de Junín, Lima, pp 134–148 Alaica AK, González LM (2019) A Look to the North and South: Camelid Herding Strategies in the Desert Coast of Peru. 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Supplementary Files DMSCoordinatesAuquimarcaManuscript.docx OnlineResource1FullCamelidDataset.xlsx OnlineResource2DunnPostHoc.xlsx Table1.docx Cite Share Download PDF Status: Under Review Version 1 posted Editorial decision: Revision requested 06 Jan, 2026 Reviews received at journal 03 Jan, 2026 Reviews received at journal 27 Dec, 2025 Reviews received at journal 22 Dec, 2025 Reviewers agreed at journal 30 Nov, 2025 Reviewers agreed at journal 28 Nov, 2025 Reviewers agreed at journal 28 Nov, 2025 Reviewers agreed at journal 28 Nov, 2025 Reviewers invited by journal 28 Nov, 2025 Editor assigned by journal 13 Nov, 2025 Submission checks completed at journal 12 Nov, 2025 First submitted to journal 12 Nov, 2025 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. 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10:34:09","extension":"html","order_by":31,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":275913,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/bf6fe7423475f795f4b79348.html"},{"id":97150716,"identity":"68771875-211c-463d-8e3d-1e29826bc53b","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":1010036,"visible":true,"origin":"","legend":"\u003cp\u003eMap of Middle Horizon archaeological sites discussed in this article associated with the Wari Empire. The checkered area shows regions with evidence of Wari influence, based on Jennings \u003ca href=\"https://www.zotero.org/google-docs/?M7YvpX\"\u003e(2025)\u003c/a\u003e.\u003c/p\u003e","description":"","filename":"floatimage1.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/25ea32fd32ba69da56305f24.png"},{"id":97248379,"identity":"f811bc5b-f4ad-45f0-adb4-53c4dae7cac9","added_by":"auto","created_at":"2025-12-02 12:55:54","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":3175086,"visible":true,"origin":"","legend":"\u003cp\u003eElevation map of the Mantaro River Valley separated by central Andean ecological region (elevation data from European Space Agency 2024)\u003c/p\u003e","description":"","filename":"floatimage2.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/209e76fd0c480568acbfc7fa.png"},{"id":97249706,"identity":"e4412a6d-9314-4d35-9598-e6b05cab4a78","added_by":"auto","created_at":"2025-12-02 13:13:17","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":3946578,"visible":true,"origin":"","legend":"\u003cp\u003eMap of Auquimarca archaeological site showing the distribution of the sampled camelids across the site.\u003c/p\u003e","description":"","filename":"floatimage3.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/f3e7d40e39423ebca3c2c1d3.png"},{"id":97150723,"identity":"94b9a202-b1e2-412d-aa4c-ef91c49de378","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"png","order_by":4,"title":"Figure 4","display":"","copyAsset":false,"role":"figure","size":52996,"visible":true,"origin":"","legend":"\u003cp\u003eZooarchaeological inventory of camelid remains recovered from Auquimarca\u003c/p\u003e","description":"","filename":"floatimage4.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/53a6a74658f238d5c1969678.png"},{"id":97248480,"identity":"d1ba0ba4-96bf-4fa1-bc7b-7fdb95e29abd","added_by":"auto","created_at":"2025-12-02 13:00:24","extension":"png","order_by":5,"title":"Figure 5","display":"","copyAsset":false,"role":"figure","size":501950,"visible":true,"origin":"","legend":"\u003cp\u003eCamelid remains on a plate in Tumba 77 (left) and camelid phalanx with exostosis (right) from Auquimarca\u003c/p\u003e","description":"","filename":"floatimage5.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/d1b7deb33229c6c8eee21803.png"},{"id":97249553,"identity":"d885a978-6841-4be6-adef-b47383eaadfa","added_by":"auto","created_at":"2025-12-02 13:12:55","extension":"png","order_by":6,"title":"Figure 6","display":"","copyAsset":false,"role":"figure","size":1158014,"visible":true,"origin":"","legend":"\u003cp\u003eCamelid mandible fragment from Auquimarca with examples of sequential sampling (in red, M1 and dP4) and bulk sampling (in blue, dP3). The OCC and CEJ are marked on the teeth drilled sequentially.\u003c/p\u003e","description":"","filename":"floatimage6.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/afd38cfe40d18daf33ad1b1e.png"},{"id":97249618,"identity":"a2e15fe4-afc5-41f8-8b16-d48e9b1c2702","added_by":"auto","created_at":"2025-12-02 13:13:03","extension":"png","order_by":7,"title":"Figure 7","display":"","copyAsset":false,"role":"figure","size":324691,"visible":true,"origin":"","legend":"\u003cp\u003eScatterplot of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO from enamel carbonates. Each symbol represents one camelid. Each data point represents one sample associated with a particular camelid. *Asterisks indicate individuals with multiple teeth represented in the sample\u0026nbsp;\u003c/p\u003e","description":"","filename":"floatimage7.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/2c3a85082f2ab0cfd4deebc3.png"},{"id":97150726,"identity":"7d29485d-5116-463b-90f9-ac1928fdc4b7","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"png","order_by":8,"title":"Figure 8","display":"","copyAsset":false,"role":"figure","size":165992,"visible":true,"origin":"","legend":"\u003cp\u003eBoxplot of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC for each individual camelid (n=32). Dashed line marks \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC mean of the entire dataset. *Asterisks indicate individuals with multiple teeth represented\u003c/p\u003e","description":"","filename":"floatimage8.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/72823c92be2845c1342f7729.png"},{"id":97248576,"identity":"3341d5b8-202e-4497-9c5d-cca5eb528263","added_by":"auto","created_at":"2025-12-02 13:03:37","extension":"png","order_by":9,"title":"Figure 9","display":"","copyAsset":false,"role":"figure","size":164746,"visible":true,"origin":"","legend":"\u003cp\u003eBoxplot of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO for each individual camelid (n=32). Dashed line marks \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO mean of the entire dataset. *Asterisks indicate individuals with multiple teeth represented\u003c/p\u003e","description":"","filename":"floatimage9.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/63a71a6ae9dc74a7dd5937bf.png"},{"id":97249844,"identity":"48fca121-d28b-4a08-8a60-4bc0e6f53a2d","added_by":"auto","created_at":"2025-12-02 13:13:31","extension":"png","order_by":10,"title":"Figure 10","display":"","copyAsset":false,"role":"figure","size":219572,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values associated with each tooth, separated by tooth identification (dP3, dP4, M1, M2, and M3). The data point closest to the y-axis represents the OCC, with each subsequent point to the right representing \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC from later development; the rightmost point of each line represents the CEJ. Individual diamond-shaped points indicate bulk samples.\u003c/p\u003e","description":"","filename":"floatimage10.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/40e2b5183179b45800d8abcb.png"},{"id":97249949,"identity":"2b283504-6ad6-414e-b07e-b8a19a745fa2","added_by":"auto","created_at":"2025-12-02 13:13:42","extension":"png","order_by":11,"title":"Figure 11","display":"","copyAsset":false,"role":"figure","size":213930,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values associated with each tooth, separated by tooth identification (dP3, dP4, M1, M2, and M3). The data point closest to the y-axis represents the OCC, with each subsequent point to the right representing \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO from later development; the rightmost point of each line represents the CEJ. Individual diamond-shaped points indicate bulk samples.\u003c/p\u003e","description":"","filename":"floatimage11.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/043875fe4a9a1de19bea1e5e.png"},{"id":97150728,"identity":"6dc3baf3-2484-4ed0-8519-f69f74b666ca","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"png","order_by":12,"title":"Figure 12","display":"","copyAsset":false,"role":"figure","size":54101,"visible":true,"origin":"","legend":"\u003cp\u003eScatterplot of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003eenamel carb\u003c/sub\u003e and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e from camelids at Wari-affiliated sites: Auquimarca, Castillo de Huarmey (Tomcyzk et al. 2019), and Quilcapampa (Melton et al. 2023). Each point represents the average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of a particular individual. Error bars show the standard deviation of the respective dataset.\u0026nbsp;\u003c/p\u003e","description":"","filename":"floatimage12.png","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/38fcb00f8b2d95c74a0232d6.png"},{"id":97252445,"identity":"31b64544-e931-49e6-a2f0-03c7d369c044","added_by":"auto","created_at":"2025-12-02 13:21:46","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":12226840,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/18577e10-bbed-4b36-82f5-a50044c61db7.pdf"},{"id":97150714,"identity":"0f9ebe70-9d9e-4559-8773-8c5c41fef216","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"docx","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":18737,"visible":true,"origin":"","legend":"","description":"","filename":"DMSCoordinatesAuquimarcaManuscript.docx","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/126daf3c86b800726f27be51.docx"},{"id":97249705,"identity":"3ba3625b-7e52-4ad0-aac1-922a625b8b4f","added_by":"auto","created_at":"2025-12-02 13:13:17","extension":"xlsx","order_by":2,"title":"","display":"","copyAsset":false,"role":"supplement","size":27401,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineResource1FullCamelidDataset.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/5a248f37fdd6be76b43df72c.xlsx"},{"id":97150722,"identity":"a6e271aa-e2fb-42d6-b403-cc3b14e619f1","added_by":"auto","created_at":"2025-12-01 10:34:08","extension":"xlsx","order_by":3,"title":"","display":"","copyAsset":false,"role":"supplement","size":46778,"visible":true,"origin":"","legend":"","description":"","filename":"OnlineResource2DunnPostHoc.xlsx","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/2516f29e4457c9b0850b6b0c.xlsx"},{"id":97249554,"identity":"c8c9c0bb-1889-4c76-9fdb-e9610aa99baa","added_by":"auto","created_at":"2025-12-02 13:12:55","extension":"docx","order_by":4,"title":"","display":"","copyAsset":false,"role":"supplement","size":16732,"visible":true,"origin":"","legend":"","description":"","filename":"Table1.docx","url":"https://assets-eu.researchsquare.com/files/rs-8099994/v1/fec5ed40c05191922421c35f.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Human-Camelid Interactions in the Wari Hinterlands: A stable isotopic analysis of camelid remains from Auquimarca (600-1000 CE), Huancayo, Peru","fulltext":[{"header":"1. Introduction","content":"\u003cp\u003eHumans have benefitted from their interactions with camelids for millennia in the central Andes. With the domestication of llamas (\u003cem\u003eLama glama\u003c/em\u003e) and alpacas (\u003cem\u003eVicugna pacos\u003c/em\u003e), humans have sourced meat, fat, bones, and wool from camelids (Bonavia, 1996; Weber, \u003cspan citationid=\"CR81\" class=\"CitationRef\"\u003e2019\u003c/span\u003e), used them as pack animals (Capriles and Tripcevich \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2016\u003c/span\u003e), and integrated them into sacred rituals, among other activities. Camelid pastoralism is an effective way to produce and manage these animal products within the Andean vertical archipelago (Murra \u003cspan citationid=\"CR56\" class=\"CitationRef\"\u003e1972\u003c/span\u003e): where communities utilize distinct Andean ecozones that vary drastically in elevation and agricultural potential to produce resources that are moved throughout the Andes (Browman \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e, \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e1978\u003c/span\u003e; Nielsen \u003cspan citationid=\"CR58\" class=\"CitationRef\"\u003e2000\u003c/span\u003e; Dufour and Goepfert \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). These human-camelid interactions have therefore shaped the political economy, migration patterns of people, and fostered socio-political interactions between different people and communities (ibid).\u003c/p\u003e\u003cp\u003eBeyond their economic purpose, camelids are embedded in the human social system and imbued with their own cultural and social meaning in these pastoral societies (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Dransart \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2002\u003c/span\u003e; Duche-P\u0026eacute;rez and Mamani-Daza \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). The human-animal interactions fostered through camelid pastoralism generate a powerful ideology on the real and symbolic importance of these animals and their connection to human sustenance and well-being. But decisions about the care and maintenance of camelid herds, their movement between ecozones to access additional sources of food and water, best subsistence strategies (i.e., foraging, agriculture, or some hybrid of the two) to supplement pastoral practices, and the use of camelid herds in ritual contexts are also informed by socio-political systems (Browman, \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e1974\u003c/span\u003e; Flannery et al., \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Takigami et al., \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). These systems range from community forces that negotiate pasture use to imperial states that require forms of labor, ritual, or material tribute (ibid).\u003c/p\u003e\u003cp\u003eIn this study, we combine zooarchaeological and stable isotope analysis (\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO) from camelid enamel carbonates to analyze human-camelid relationships and camelid management decisions among people from a fertile highland region in the Andes. They were recovered from the archaeological site of Auquimarca, located in the contemporary province of Huancayo in Peru. Given archaeological evidence of Wari imperial influence at the site, we assess whether and how larger imperial structures of the Wari Empire influenced those human-animal practices.\u003c/p\u003e\u003cdiv id=\"Sec2\" class=\"Section2\"\u003e\u003ch2\u003e1.1 Cultural Influence of the Wari Empire\u003c/h2\u003e\u003cp\u003eThe Middle Horizon (600\u0026ndash;1100 CE) was the first time in Andean prehistory when an imperial polity emerged, as exemplified by the Wari Empire, whose hegemony spanned regions in the coastal and highland Peruvian Andes (Fig.\u0026nbsp;\u003cspan refid=\"Fig1\" class=\"InternalRef\"\u003e1\u003c/span\u003e) (Schreiber \u003cspan citationid=\"CR69\" class=\"CitationRef\"\u003e1992\u003c/span\u003e; Isbell \u003cspan citationid=\"CR39\" class=\"CitationRef\"\u003e1997\u003c/span\u003e; Tung \u003cspan citationid=\"CR78\" class=\"CitationRef\"\u003e2012\u003c/span\u003e). The heartland of the Wari Empire was at the site of Huari, in the Ayacucho Basin (Isbell \u003cspan citationid=\"CR39\" class=\"CitationRef\"\u003e1997\u003c/span\u003e). Out of the heartland, the Wari Empire created a mosaic of control across much of the Peruvian Andes (Schreiber \u003cspan citationid=\"CR69\" class=\"CitationRef\"\u003e1992\u003c/span\u003e), establishing administrative centers that helped to support the widespread adoption and imposition of Wari symbols and practices outside of the heartland, such as D-shaped temples, accessible subterranean tombs, consumption of chica de molle, and slip painted faceneck vessels and tumblers (Isbell and McEwan \u003cspan citationid=\"CR40\" class=\"CitationRef\"\u003e1991\u003c/span\u003e; Schreiber \u003cspan citationid=\"CR69\" class=\"CitationRef\"\u003e1992\u003c/span\u003e; Earle and Jennings \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Stone \u003cspan citationid=\"CR72\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Williams and Nash \u003cspan citationid=\"CR85\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Gr\u0026aacute;valos et al. \u003cspan citationid=\"CR35\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). The distribution of these administrative centers helps to reveal the spatial patterning and varied level of Wari influence in different Andean regions; hinterland sites adopted and modified Wari architectural and artistic features, adjusted subsistence strategies, and integrated Wari and local ritual-religious practices to fit within their existing lifestyles and cultures (Gr\u0026aacute;valos et al. \u003cspan citationid=\"CR35\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cdiv id=\"Sec3\" class=\"Section3\"\u003e\u003ch2\u003e1.1.1 Wari influence in the Mantaro River Valley\u003c/h2\u003e\u003cp\u003eWhile much is known about Wari influence in the Ayacucho Basin and in parts of the southern and northern hinterlands, Wari presence in the central Peruvian highlands is not as clear (Schreiber \u003cspan citationid=\"CR69\" class=\"CitationRef\"\u003e1992\u003c/span\u003e; McEwan \u003cspan citationid=\"CR53\" class=\"CitationRef\"\u003e1996\u003c/span\u003e; Williams \u003cspan citationid=\"CR84\" class=\"CitationRef\"\u003e2001\u003c/span\u003e; Tung \u003cspan citationid=\"CR78\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Watanabe \u003cspan citationid=\"CR80\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Giersz \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). The Mantaro River Valley (MRV) is in this region, and archaeological studies in the Upper Mantaro Valley, the northern section of the MRV, have reported little evidence of Wari influence (D\u0026rsquo;Altroy and Hastorf \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2001\u003c/span\u003e). In the Lower MRV, evidence of Wari influence is clearer. Stone architecture and tall, enclosed spaces, subterranean tombs, and Wari-style ceramics have been found at several sites in this region, including at Calpish, \u0026Ntilde;ahuiraupukio, and Wari Willka (Browman \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e; Jennings and Craig \u003cspan citationid=\"CR42\" class=\"CitationRef\"\u003e2001\u003c/span\u003e; Earle and Jennings \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2012\u003c/span\u003e). No large Wari administrative centers have been identified here; however, Wari Willka has been classified as an important ritual temple or pilgrimage site in the Wari Empire (Browman \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e; D\u0026rsquo;Altroy and Hastorf \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2001\u003c/span\u003e). The site of Auquimarca, analyzed here, is located around 3.7 kilometers away from Wari Willka in the Lower MRV.\u003c/p\u003e\u003c/div\u003e\u003c/div\u003e"},{"header":"2. Site and Environmental Background","content":"\u003cdiv id=\"Sec5\" class=\"Section2\"\u003e\u003ch2\u003e2.1 Ecology and Agriculture of the Mantaro River Valley\u003c/h2\u003e\u003cp\u003eThe site of Auquimarca is in the city of Huancayo (department of Jun\u0026iacute;n), located in the Mantaro River Valley (MRV) at 3220 masl (Fig.\u0026nbsp;\u003cspan refid=\"Fig2\" class=\"InternalRef\"\u003e2\u003c/span\u003e). The MRV ranges in altitude from 3100 masl to 4500 masl, with mountain peaks up to 5500 masl flanking the sides (Heikkinen \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Compared to other river valleys in the highland Andes, the MRV is relatively wide\u0026ndash;around 2 km at its narrowest and 24 km at its widest\u0026ndash;and very fertile (Browman \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e; Mayer \u003cspan citationid=\"CR52\" class=\"CitationRef\"\u003e1979\u003c/span\u003e).\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eToday, agricultural fields on the Mantaro River plain and lower mountain slopes (between 3100\u0026ndash;3850 masl) produce crops such as potatoes, corn, beans, barley, and \u003cem\u003eulluku\u003c/em\u003e which supply many nearby cities (Parsons et al. \u003cspan citationid=\"CR61\" class=\"CitationRef\"\u003e2000\u003c/span\u003e; Heikkinen \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Arambur\u0026uacute; Venegas \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Maize agriculture is now especially prevalent in the southern stretch of the MRV, where Auquimarca is located, because this region tends to be warmer than areas to the north (Mayer \u003cspan citationid=\"CR52\" class=\"CitationRef\"\u003e1979\u003c/span\u003e). This kind of agricultural zone at this elevation is known as the \u003cem\u003ekichwa\u003c/em\u003e zone (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eAbove the \u003cem\u003ekichwa\u003c/em\u003e on higher slopes of the MRV is the \u003cem\u003epuna\u003c/em\u003e ecological zone (between 3850\u0026ndash;4700 masl): an alpine meadow region with average temperatures between 0\u0026ndash;7\u0026deg;C (Browman \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e1974\u003c/span\u003e; Parsons et al. \u003cspan citationid=\"CR61\" class=\"CitationRef\"\u003e2000\u003c/span\u003e; Vidal \u003cspan citationid=\"CR79\" class=\"CitationRef\"\u003e2014\u003c/span\u003e; Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). The lower \u003cem\u003epuna\u003c/em\u003e (3850\u0026ndash;4300 masl) is suitable for the growth of some tubers and is also where \u003cem\u003echun\u0026otilde;\u003c/em\u003e (freeze-dried potatoes) is often produced (Mayer \u003cspan citationid=\"CR52\" class=\"CitationRef\"\u003e1979\u003c/span\u003e; Parsons et al. \u003cspan citationid=\"CR61\" class=\"CitationRef\"\u003e2000\u003c/span\u003e). The upper \u003cem\u003epuna\u003c/em\u003e (4300\u0026ndash;4700 masl), however, is not suitable for agriculture; rather, this is the primary location of camelid grazing during summer months for modern pastoralists in the area (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Parsons et al. \u003cspan citationid=\"CR61\" class=\"CitationRef\"\u003e2000\u003c/span\u003e). In contemporary times, farmers in the MRV commonly live in the larger towns and cities of the \u003cem\u003ekichwa\u003c/em\u003e, and herders live in much smaller settlements in the \u003cem\u003epuna.\u003c/em\u003e The two groups trade maize, grains, tubers, wool, dried meat, \u003cem\u003echun\u0026otilde;\u003c/em\u003e, and other products (ibid).\u003c/p\u003e\u003cp\u003eFinally, above the \u003cem\u003epuna\u003c/em\u003e is what many Quechua-speaking people refer to as the \u003cem\u003eurqu\u003c/em\u003e (over 4700 masl): snowy, glacial mountain peaks with few-to-no residents (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). In the MRV, this specifically refers to the Huaytapallana mountain range on the eastern side of the valley, with peaks up to 5500 masl (Mark et al. \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2017\u003c/span\u003e; Heikkinen \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec6\" class=\"Section2\"\u003e\u003ch2\u003e2.2 The Site of Auquimarca\u003c/h2\u003e\u003cp\u003eThe site of Auquimarca (Fig.\u0026nbsp;\u003cspan refid=\"Fig3\" class=\"InternalRef\"\u003e3\u003c/span\u003e) was uncovered beneath a road during a water and drainage system infrastructure project and was excavated in 2021 and 2022 as part of a rescue excavation directed by the Peruvian Ministry of Culture (Arambur\u0026uacute; Venegas \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Given its proximity to the city center of Huancayo, Auquimarca is directly surrounded by modern residential and commercial infrastructure, so the excavation team was limited in their ability to excavate the entire site. Of the six hectares they were able to excavate, much of it was badly damaged by the modern construction project. That project inadvertently uncovered tombs with human and animal remains and associated artifacts. Previous infrastructure projects, shown by water pipes bisecting some of the tombs, also damaged the burials in the years prior (ibid).\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cdiv id=\"Sec7\" class=\"Section3\"\u003e\u003ch2\u003e2.2.1 Human interments at Auquimarca\u003c/h2\u003e\u003cp\u003eIn total, one hundred and twenty-six (126) tombs and their surrounding artifacts and remains were excavated from Auquimarca. However, it is estimated that another twenty tombs remain under the surrounding, contemporary buildings. Archaeologists (led by Palacios) identified at least 96 individuals at Auquimarca. Further analyses by Krause and colleagues examined these human individuals to document demographic and health profiles; they also selected human samples for a dietary isotope study (Krause \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). Food offerings, slip-painted ceramic vessels, \u003cem\u003etupu\u003c/em\u003e pins, and spondylus shell beads, among other artifacts, were found within the tombs (Arambur\u0026uacute; Venegas \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Accelerated mass spectrometry (AMS) dates (N\u0026thinsp;=\u0026thinsp;6) obtained from the bones of six human individuals at Auquimarca range from 600 to 1000 CE, suggesting that this is a Wari-era Middle Horizon site (Krause and Tung \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). The style of the tombs and artifacts recovered from Auquimarca suggest a merging of Wari artistic styles with more local ones during the Middle Horizon. The site\u0026rsquo;s burial structures resemble those found at Conchopata, Muyo Orqo, and Aqo Wayqo in the Ayacucho Valley (Isbell \u003cspan citationid=\"CR38\" class=\"CitationRef\"\u003e2004\u003c/span\u003e). Yet, given Auquimarca\u0026rsquo;s proximity to the Wari heartland, these similarities may represent wider regional traditions rather than direct imperial control. The ceramics associated with tombs are predominantly local, with only a small proportion displaying Wari-style features (Maldonado et al. \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). As most Wari-style ceramics across the Andes were locally produced (Williams et al. \u003cspan citationid=\"CR86\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Gr\u0026aacute;valos et al. \u003cspan citationid=\"CR35\" class=\"CitationRef\"\u003e2023\u003c/span\u003e), it is more accurate to distinguish between local and Wari-associated forms rather than assume imported goods or centralized production. No domestic structures were found, indicating that Auquimarca was a mortuary site.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec8\" class=\"Section3\"\u003e\u003ch2\u003e2.2.2 Middle Horizon sediment layer at Auquimarca\u003c/h2\u003e\u003cp\u003eA 20\u0026ndash;80 cm thick layer of sediment was found at an activity level directly above the tombs and contained faunal remains, tools, ceramic fragments, and other artifacts. Many stone hoe heads associated with agricultural work were found in this layer. Artifacts associated with textile production (stone awls and bobbins), butchering (stone scrapers), and hunting (stone points) were also uncovered at the site, but in much fewer quantities.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec9\" class=\"Section3\"\u003e\u003ch2\u003e2.2.3 Faunal remains recovered at Auquimarca\u003c/h2\u003e\u003cp\u003eThe faunal remains at Auquimarca were found in several contexts: 1) as offerings within tombs, 2) in association with specific tombs, but not in the tomb chamber, 3) in the sediment layer directly above the tombs at activity level, and 4) in a final layer of sediment closest to the surface. In total, seven thousand and ninety-nine (7,099) fragments from animal remains were recovered from excavations and analyzed in the field (Alaica and Gonz\u0026aacute;lez 2022). Eight species of mammals and three species of birds were identified, including camelids, guinea pigs, dogs, geese, and deer. A small number of cow, pig, and horse bone fragments were identified, all post-colonial domesticates that indicate some modern contamination in the top layer of sediment near the surface (ibid). Only indigenous animal species were found at the Middle Horizon activity level (ibid).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec10\" class=\"Section3\"\u003e\u003ch2\u003e2.2.4 Zooarchaeological Analysis of Camelid Remains\u003c/h2\u003e\u003cp\u003eZooarchaeological analysis of the faunal assemblage from Auquimarca recorded 7098 specimens of fragmented vertebrate remains (Table\u0026nbsp;\u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e2\u003c/span\u003e). Camelid remains (\u003cem\u003eLama\u003c/em\u003e sp./\u003cem\u003eVicugna\u003c/em\u003e sp.) (Number of Identified Specimens-NISP\u0026thinsp;=\u0026thinsp;40.3%, Weight\u0026thinsp;=\u0026thinsp;66.7%) were most common by count (NISP) and weight. Numerous guinea pig remains (\u003cem\u003eCavia porcellus\u003c/em\u003e) were recovered (NISP\u0026thinsp;=\u0026thinsp;12.9%, Weight\u0026thinsp;=\u0026thinsp;0.3%) with several found in tomb contexts on plates buried alongside the interred human burials. While several dozen fragments of Eurasian domesticates were identified at Auquimarca (\u003cem\u003eBos taurus\u003c/em\u003e, \u003cem\u003eSus scrofa\u003c/em\u003e, and \u003cem\u003eEquus\u003c/em\u003e sp. NISP\u0026thinsp;=\u0026thinsp;0.6%, Weight\u0026thinsp;=\u0026thinsp;2.2%), these specimens were recovered from disturbed areas of the upper fill layer that attests to contemporary activities.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab1\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 2\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eComposition of faunal assemblage recovered from Auquimarca\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"5\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u0026nbsp;\u003c/th\u003e\u003cth align=\"left\" colspan=\"4\" nameend=\"c5\" namest=\"c2\"\u003e\u003cp\u003eTotal\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTaxon\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eNISP\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e%NISP\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eWeight (g)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e%Weight\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAnas sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.00\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAnser sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e5.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.01\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eCharacriiformes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.002\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003ePsittaciformes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e5.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.01\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAve peque\u0026ntilde;o\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e1.6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.003\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAve mediana\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e4.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.01\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003ePhyllotis sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.0005\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eCavia porcellus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e918\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e12.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e130.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.03\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMuridae\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e21\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.001\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eCanis sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e6.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.01\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eCanis familiaris\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e167\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e2.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e378.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.8\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eOdocoileus virginianus/\u003c/p\u003e\u003cp\u003eHippocamelus bisulcus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e64\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e698.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e1.5\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eLama sp./Vicugna sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e3862\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e40.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e31717.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e66.7\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eSus scrofa\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e200.6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.4\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eBos taurus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e38\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e797.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e1.7\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eArtiod\u0026aacute;ctilo\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1395\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e19.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e7415.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e15.6\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eEquus sp.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e29.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eSimiiformes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e5.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.01\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eHomo sapiens\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e247\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e3.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e790.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e1.7\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMamifero micro\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e36\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e1.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.002\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMamifero peque\u0026ntilde;o\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e28\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e35.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMamifero mediana\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e605\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e8.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e2626.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e5.5\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMamifero grande\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e673\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e9.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e2713.5\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e5.7\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eMamifero\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e1.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e0.002\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTotal\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e7098\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e100.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e47567.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e100.0\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003eAmong the camelids, the thorax region (including the vertebrae and ribs) was the most abundant portion of the skeletons found at Auquimarca (NISP\u0026thinsp;=\u0026thinsp;30.9%, Weight\u0026thinsp;=\u0026thinsp;24.5%). The upper portion of the front limb (including the humerus) was also prevalent in the assemblage (NISP\u0026thinsp;=\u0026thinsp;17.8, Weight\u0026thinsp;=\u0026thinsp;25.6%) (Fig.\u0026nbsp;\u003cspan refid=\"Fig4\" class=\"InternalRef\"\u003e4\u003c/span\u003e). Both portions of the skeleton have large quantities of meat that attest to the butchery of camelids for their use in communal gatherings and possible feasts.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eFinally, comparing the tomb contexts with the upper fill layer, reveals interesting pattern in the use of camelids at Auquimarca for their prevalence in the upper fill layers relative to their abundance in tombs. Guinea pigs are much more common in tombs contexts when compared with camelids, with 75% of the assemblage in these contexts consisting of guinea pigs and 25% of camelids. Furthermore, camelid specimens recovered from tomb contexts (Fig.\u0026nbsp;\u003cspan refid=\"Fig5\" class=\"InternalRef\"\u003e5\u003c/span\u003e) are more likely to be unfused, while in the upper fill layers, camelid remains were more often identified as fused. These patterns indicate that young camelids may have been preferred as offerings in burial contexts, while more mature animals were shared in communal events and feasts.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003e\u003cem\u003e2.3 Camelid Pastoralism in the Mantaro River Valley\u003c/em\u003e\u003c/p\u003e\u003cp\u003eSemi-nomadic camelid pastoralism\u0026ndash;where communities relied heavily on pastoralism in the \u003cem\u003epuna\u003c/em\u003e, but still utilized some level of horticulture at a lower elevation at different points in the year\u0026ndash;was the primary source of subsistence for communities in the MRV from the Formative Period (BCE 1800\u0026thinsp;\u0026minus;\u0026thinsp;900) through the Early Intermediate Period (1-550/600 CE) (Browman \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e1976\u003c/span\u003e; Matos Mendieta \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e1978\u003c/span\u003e). Small-scale settlements at this time were scattered throughout the \u003cem\u003ekichwa\u003c/em\u003e and the \u003cem\u003epuna\u003c/em\u003e, many of which contained evidence of \u003cem\u003ecanchas\u003c/em\u003e (corrals for the camelids) and middens containing camelid and plant remains (Matos Mendieta \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e1978\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eBrowman (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e, \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e1974\u003c/span\u003e, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e1976\u003c/span\u003e) suggested a shift in MRV sites from being reliant on semi-nomadic camelid pastoralism to utilizing more agriculture in the \u003cem\u003ekichwa\u003c/em\u003e with the advent of the Middle Horizon. This transition toward sedentary lifestyles may reflect the Wari Empire\u0026rsquo;s strategy of exploiting the region\u0026rsquo;s fertile lands for agricultural use (Matos Mendieta \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e1978\u003c/span\u003e); however others have suggested that natural population growth may have been pushing the populations towards an increased reliance on agriculture regardless of Wari influence (Browman \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e1976\u003c/span\u003e). Using stable isotope analysis to document the diets and migration patterns of camelids at the MRV site of Auquimarca provides new empirical data to explore other aspects of subsistence strategies among a community in this region. In turn, these zooarchaeological isotope data can help illuminate food management and exploitation and factors that may have contributed to those subsistence strategy decisions.\u003c/p\u003e\u003c/div\u003e\u003c/div\u003e"},{"header":"3. Stable Isotope Analysis of Camelid Pastoralism","content":"\u003cp\u003eStable isotope analysis is used within zooarchaeology to understand the role animals had in past human civilizations and environments (Pilaar Birch \u003cspan citationid=\"CR64\" class=\"CitationRef\"\u003e2013\u003c/span\u003e). Here, we compare the ratio of \u003csup\u003e13\u003c/sup\u003eC/\u003csup\u003e12\u003c/sup\u003eC and \u003csup\u003e18\u003c/sup\u003eO/\u003csup\u003e16\u003c/sup\u003eO found in camelid enamel carbonate samples to a standard (Vienna Pee Dee Belemnite, VPDB) to produce a value expressed as \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC or \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO parts per mil (\u0026permil;) used in stable isotopic comparisons and critical analyses (Coplen et al. \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e1983\u003c/span\u003e; Coplen \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e1996\u003c/span\u003e).\u003c/p\u003e\u003cdiv id=\"Sec12\" class=\"Section2\"\u003e\u003ch2\u003e3.1 Carbon Stable Isotope Analysis\u003c/h2\u003e\u003cp\u003eLandscapes of the central Andes are home to a diversity of plant species, leading to a range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values in the environment and in the tissues of organisms that consume these plants (Powell and Still \u003cspan citationid=\"CR66\" class=\"CitationRef\"\u003e2009\u003c/span\u003e). C\u003csub\u003e4\u003c/sub\u003e plants (Hatch-Slack photosynthetic pathway) typically grow naturally or as crops in coastal, lowland, or \u003cem\u003ekichwa\u003c/em\u003e regions, as these plants thrive in drier, hotter areas while C\u003csub\u003e3\u003c/sub\u003e plants (Calvin-Benson photosynthetic pathway) grow at all elevations throughout the Andean ecological zones (Cavagnaro \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e1988\u003c/span\u003e; Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e). These photosynthetic pathways fixate carbon differently, leading to distinct \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC signatures between C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e plants, and some variation between species within these plant groups (Smith and Epstein \u003cspan citationid=\"CR71\" class=\"CitationRef\"\u003e1971\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eFrom ethnographic accounts, C\u003csub\u003e4\u003c/sub\u003e plants that are often available to camelids include amaranth (\u003cem\u003eAmaranthus caudatus\u003c/em\u003e), saltgrass (\u003cem\u003eDistichlis spicata\u003c/em\u003e), matted grama (\u003cem\u003eBouteloua simplexi\u003c/em\u003e), and \u003cem\u003emuhly\u003c/em\u003e (\u003cem\u003eMuhlenbergi\u003c/em\u003ea sp.) (Cadwallader et al. \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Wild Andean C\u003csub\u003e4\u003c/sub\u003e plants have an average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC of \u0026ndash; 13.5\u0026thinsp;\u0026plusmn;\u0026thinsp;1\u0026permil; (Szpak et al. \u003cspan citationid=\"CR74\" class=\"CitationRef\"\u003e2013\u003c/span\u003e). Maize, however, is widely accepted as a primary source of C\u003csub\u003e4\u003c/sub\u003e plants in the diets of camelids in the past, and in this region, has an average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC of \u0026ndash; 11.8\u0026thinsp;\u0026plusmn;\u0026thinsp;0.4\u0026permil; (ibid). C\u003csub\u003e3\u003c/sub\u003e plants available to camelids in the central Andes that are often available to camelids include cultivated quinoa (\u003cem\u003eChenopodium quinoa\u003c/em\u003e), potatoes (\u003cem\u003eSolanum\u003c/em\u003e sp.), and a variety of grass species (\u003cem\u003eFestuca\u003c/em\u003e sp., \u003cem\u003eCalamogrosti\u003c/em\u003es sp., \u003cem\u003eStipa\u003c/em\u003e sp., and \u003cem\u003ePoa\u003c/em\u003e sp.) (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Finucane \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e2009\u003c/span\u003e; Cadwallader et al. \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Andean C\u003csub\u003e3\u003c/sub\u003e plants range in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC from \u0026ndash; 31.9\u0026permil; to \u0026ndash; 22.5\u0026permil; (Szpak et al. \u003cspan citationid=\"CR74\" class=\"CitationRef\"\u003e2013\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eHigher altitude \u003cem\u003epuna\u003c/em\u003e environments, where camelid grazing tends to happen, are composed primarily of C\u003csub\u003e3\u003c/sub\u003e grasses, and therefore have lower average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values when compared to the more C\u003csub\u003e4\u003c/sub\u003e-heavy \u003cem\u003ekichwa\u003c/em\u003e (Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e2018\u003c/span\u003e). The difference between the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC of the consumed plants and that of the camelid enamel is 14\u0026permil; because of fractionation that occurs as bioapatite carbonate is created in the enamel (Cerling and Harris \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e1999\u003c/span\u003e; Passey and Cerling \u003cspan citationid=\"CR62\" class=\"CitationRef\"\u003e2002\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). Therefore, animals with pure C\u003csub\u003e3\u003c/sub\u003e diets tend to have a \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003eenamel carb\u003c/sub\u003e of \u0026ndash; 12\u0026permil; or less, while those with pure C\u003csub\u003e4\u003c/sub\u003e diets tend to have a \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003eenamel carb\u003c/sub\u003e of +\u0026thinsp;2.5\u0026permil; or greater (Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec13\" class=\"Section2\"\u003e\u003ch2\u003e3.2 Oxygen Stable Isotope Analysis\u003c/h2\u003e\u003cp\u003eOxygen stable isotope analysis can be used to understand the movement of organisms across the Andean landscape (Katzenberg \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2008\u003c/span\u003e). As organisms consume water derived from different sources (i.e., rivers, lakes, glaciers, and plants), the unique \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of those water sources are incorporated into their tissues (Bryant et al. \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e1996\u003c/span\u003e; Barbour \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2007\u003c/span\u003e). Differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values between water sources are impacted by evaporation, proximity to the coast, differences in altitude, temperature, latitude, seasonality, and other environmental factors (Knudson \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2009\u003c/span\u003e; Pederzani and Britton \u003cspan citationid=\"CR63\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Zimmer-Dauphinee et al. \u003cspan citationid=\"CR89\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). As such, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values generally get lower with higher altitudes, colder temperatures, and further distance from the coast (Yann et al. \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Pederzani and Britton \u003cspan citationid=\"CR63\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). The vast diversity of altitudes among the Andean ecological zones, including those in the MRV, make the Andes an opportune location to utilize changes in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values to study the movement of organisms in the past (Knudson \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2009\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eUnlike humans who drink most of their water, weaned camelids in the Andes\u0026ndash;as evaporative-sensitive taxa\u0026ndash;receive much of their water from the vegetation they consume, tying their remains to Andean ecological zones rather than just surface water sources (Yann et al. \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Miranda-de la Lama and Villarroel \u003cspan citationid=\"CR55\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Plants derive most of their oxygen from soil water, so the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO of precipitation\u0026ndash;the major source of soil water\u0026ndash;highly impacts the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO of the weaned camelids who consume those plants (Flanagan et al. \u003cspan citationid=\"CR31\" class=\"CitationRef\"\u003e1991\u003c/span\u003e). Additionally, changes in the amount of precipitation during wet versus dry seasons leads to differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO within a plant; in general, high evaporation and evapotranspiration rates during periods of low rainfall lead to \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO enrichment, and low evaporation and evapotranspiration rates during periods of high rainfall lead to more depleted \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values in vegetation (ibid; Yann et al., \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). As such, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of weaned camelids reflect primarily the season, the vegetative environment in which they were grazed in, and the environment in which their fodder was grown in (ibid; Dufour et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec14\" class=\"Section2\"\u003e\u003ch2\u003e3.3 Stable Isotope Analysis of Middle Horizon Camelids\u003c/h2\u003e\u003cp\u003eSeveral studies have used stable isotope analysis to investigate camelid pastoralism in the Central Andes during the Middle Horizon (see Fig.\u0026nbsp;\u003cspan refid=\"Fig1\" class=\"InternalRef\"\u003e1\u003c/span\u003e for site locations). At Conchopata in the Wari heartland, Finucane et al. (\u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e) observed two distinct groups of camelids: a \u003csup\u003e13\u003c/sup\u003eC-enriched group, with some of the highest \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values of camelids recorded in the Andes, and a \u003csup\u003e13\u003c/sup\u003eC-depleted group. From this, they suggest that two different kinds of camelid pastoralism were practiced in the Wari heartlands: rangestock grazing, where camelids (here, alpacas) were brought to the \u003cem\u003epuna\u003c/em\u003e to graze on primarily C\u003csub\u003e3\u003c/sub\u003e plants, and maize foddering, where camelids (here, llamas) were fed the remains of maize crops in \u003cem\u003ecanchas\u003c/em\u003e or brought to the maize fields to feed on the stubble (ibid); differences between the groups on the bases of species have been contested (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Regardless, a dimorphic husbandry strategy was observed and the high presence of maize within a subsection of the Conchopata camelids\u0026rsquo; diets supports the importance of maize within the Wari heartland.\u003c/p\u003e\u003cp\u003eIn the Wari hinterlands, other methods of camelid pastoralism have been observed. At Castillo de Huarmey, a Wari administrative center on the northern Peruvian coast, some camelids grazed on almost exclusively on C\u003csub\u003e3\u003c/sub\u003e plants, while others were provided a greater mix of C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e plants and moved between higher and lower pastures in the coastal region (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). In this dimorphic husbandry model, most camelids were kept within proximity to the site, but some stayed in similar pastures at higher elevations while others moved between pastures at higher elevation and closer to the coast. However, stable strontium and lead isotope analysis revealed several non-local individuals who were likely part of trade networks connecting the Wari Empire (ibid).\u003c/p\u003e\u003cp\u003eMultiple husbandry strategies were observed at Cerro Ba\u0026uacute;l in the Moquegua River Valley as well (Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; deFrance \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). The low average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values among the majority of the sampled camelids were consistent with the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values of modern camelids rangestock grazed on C\u003csub\u003e3\u003c/sub\u003e plants in the \u003cem\u003epuna\u003c/em\u003e; however, three of the camelids had elevated average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values relative to the others, who Thornton et al. (\u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e) suggest were llamas that were kept close to human settlements, fed maize instead of grazed, and were likely used in caravan trade networks.\u003c/p\u003e\u003cp\u003eOn the southern coast, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values from various camelid tissues at Uraca, Beringa, and Quilcapampa revealed differences in the food made available to camelids at these sites (Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). At Quilcapampa, differences were also detected in fodder strategies between llama-sized and alpaca-sized camelids based on first phalanx morphometrics in which llamas were likely moving between the highlands and coast more regularly due to their higher \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC isotopic compositions (Alaica et al. \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Le Ne\u0026uuml;n et al. \u003cspan citationid=\"CR48\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Camelids from Early Intermediate Period-Middle Horizon contexts at Uraca may have had greater access to C\u003csub\u003e4\u003c/sub\u003e plants than camelids from Middle Horizon contexts at Beringa and Quilcapampa, likely because of close proximity to agricultural lands and greater autonomy over their foddering practices. Beringa and Quilcapampa had greater demands from the Wari heartland that required greater flexibility of camelid diets, resulting in a more mixed C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e diet (Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Further analysis of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003eenamel carb\u003c/sub\u003e, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e, and dental calculus microbotanicals from several Quilcapampa camelids suggests a variable incorporation of C\u003csub\u003e3\u003c/sub\u003e (likely potatoes) and C\u003csub\u003e4\u003c/sub\u003e (likely maize) plants; mobility appears to increase throughout life, consistent with camelids participating in caravans after weaning (Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eIn comparing \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values from camelid bone collagen between coastal and highland central Andean sites and between time periods, Noe et al. (Noe et al. \u003cspan citationid=\"CR59\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) found differences in the subsistence strategies and acceptance of maize agriculture between coastal and highland sites during the Middle Horizon, with a broader range of C\u003csub\u003e4\u003c/sub\u003e-enriched \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values observed among coastal sites compared to highland sites. Middle Horizon highland sites did have more outliers than coastal sites, which they argued meant camelids in the highlands were more commonly a part of camelid trade routes connecting portions of the Wari Empire (ibid). These differences in camelid management strategies\u0026ndash;and the importance of maize for these strategies\u0026ndash;seen across the Wari Empire suggest that ecological location, agricultural suitability, and connectedness to the Wari heartlands informed human-camelid relationships in Middle Horizon communities. As Auquimarca is one of very few Middle Horizon sites in the fertile MRV, the novel analysis of the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO in camelid enamel carbonates from this site offers a unique perspective on the role camelids had in society and the subsistence strategies of people living amid Wari imperial influence in this region.\u003c/p\u003e\u003c/div\u003e"},{"header":"4. Materials and Methods","content":"\u003cp\u003eDental elements, representing thirty-two (32) individual camelids, were exported from Auquimarca to the US with the permission of the Peruvian Ministry of Culture. Seven of the individuals have multiple teeth included in this study, for a total of 44 camelid teeth represented in the dataset \u003cstrong\u003e(\u003c/strong\u003eTable \u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003e). The teeth chosen for stable isotope analysis were deciduous third premolars (dP3; n\u0026thinsp;=\u0026thinsp;3), deciduous fourth premolars (dP4; n\u0026thinsp;=\u0026thinsp;4), permanent first molars (M1, n\u0026thinsp;=\u0026thinsp;14), permanent second molars (M2; 15/44), and permanent third molars (M3; n\u0026thinsp;=\u0026thinsp;7). Comparing the stable isotope ratios from these different teeth provides an overview of any changes in diet and/or environment that occurred during an organism\u0026rsquo;s early life (Dufour et al. \u003cspan class=\"CitationRef\"\u003e2014\u003c/span\u003e). The stable isotopes of dP3 and dP4 represent the diet and environment of the mother, since these teeth mineralize \u003cem\u003ein-utero\u003c/em\u003e (Takigami et al. \u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e). Stable isotopes from M1, M2, and M3 represent later diets and environments, erupting around 6 to 9 months, 1 year 5 months to 2 years, and 2 years 9 months to 3 years 8 months, respectively (Wheeler \u003cspan class=\"CitationRef\"\u003e1982\u003c/span\u003e). One tooth (AM-143) was classified as an M1 or M2 because of its ambiguous traits and was not included in any analyses of tooth-based differences. In total, 235 enamel carbonate samples were prepared from the 32 camelid individuals.\u003c/p\u003e\n\u003cp\u003eThe Auquimarca camelid enamel carbonate samples were prepared for stable carbon and oxygen isotope analysis in the Bioarchaeology and Stable Isotope Research Lab (BSIRL) at Vanderbilt University. Sample preparation followed a modified version of the bleach-based protocol outlined in Garvie-Lok et al. (\u003cspan class=\"CitationRef\"\u003e2004\u003c/span\u003e). The outer enamel surface of the teeth were cleaned with sterile brushes and 18 meg-ohm ultrapure water (D2). All dental samples were left to air dry overnight before they were lightly abraded with a Dremel rotary tool to remove surface contaminants. Gloves were changed and laboratory surfaces and Dremel tools and bits were cleaned with bleach, water, and ethanol between each sample to avoid potential cross-contamination.\u003c/p\u003e\n\u003cp\u003eThe enamel carbonate samples were collected sequentially from the teeth to capture more precise changes in an individual\u0026rsquo;s diet and environment throughout life (Passey and Cerling \u003cspan class=\"CitationRef\"\u003e2002\u003c/span\u003e; Dufour et al. \u003cspan class=\"CitationRef\"\u003e2014\u003c/span\u003e; Takigami et al. \u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e; Alaica et al. \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e; Pilaar Birch et al. \u003cspan class=\"CitationRef\"\u003e2025\u003c/span\u003e). Using a Dremel tool, horizontal lines were drilled across one side of the tooth starting at the crown of the tooth (occlusal surface, OCC) moving towards the tooth root (cementoenamel junction, CEJ). Since enamel mineralizes from the OCC to the CEJ and does not turnover, the stable isotope ratios of camelid enamel carbonate samples closer to the OCC represent an individual\u0026rsquo;s earlier diet and environment than those of samples closer to the CEJ, which represent their present circumstances (Passey and Cerling \u003cspan class=\"CitationRef\"\u003e2002\u003c/span\u003e; Takigami et al. \u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e; Alaica et al. \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e). Lines were drilled approximately 1 mm apart, to ensure definitive sampling. Amount of wear varied between teeth making the number of samples taken per tooth variable as well. An average of 5.5 sequential samples were taken from each tooth. When sequential sampling was not possible (due to size of the tooth, chipping, or poor preservation), a bulk sample was taken by drilling a vertical patch on the tooth from the OCC to the CEJ (Fig. \u003cspan class=\"InternalRef\"\u003e6\u003c/span\u003e).\u003c/p\u003e\n\u003cp\u003eFor every sequential or bulk sample, 2 mg of enamel powder was collected and added to a 1.5 ml plastic vial. One ml of 1-1.5% NaOCl was added to each vial for 48 hours to remove organic contaminants. Samples were rinsed with D2 and 1 ml of 0.1 normality (N) CH\u003csub\u003e3\u003c/sub\u003eCOOH (acetic acid) was added for 3.5 hours to remove exogenous carbonates. Samples were rinsed with D2. One ml of CH\u003csub\u003e3\u003c/sub\u003eOH (methanol) was added to each vial, samples centrifuged, and the methanol decanted. Samples were then left to air dry in a desiccator for 48 hours.\u003c/p\u003e\n\u003cp\u003eSamples were analyzed with a Kiel IV Carbonate Device coupled to a Thermo DeltaPlus XP IRMS at the Yale Analytical Stable Isotope Center (YASIC). All presented \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values are reported on the VPDB scale and were calibrated on a two-point curve using reference materials PX (\u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u0026thinsp;=\u0026thinsp;+\u0026thinsp;2.01\u0026permil; VPDB; \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO = \u0026ndash; 1.91\u0026permil; VPDB)) and MERC (\u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC = \u0026ndash; 48.96\u0026permil; VPDB; \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO = \u0026ndash; 16.48\u0026permil; VPDB). An internal standard (COW) was used to correct for drift (\u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC = \u0026ndash; 7.85\u0026permil; VPDB; \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO = \u0026ndash; 4.47\u0026permil; VPDB).\u003c/p\u003e\n\u003cp\u003eData were analyzed using Microsoft Excel and R version 4.3.2 (R Core Team \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e) with the psych (Revelle \u003cspan class=\"CitationRef\"\u003e2025\u003c/span\u003e), FSA (Ogle et al. \u003cspan class=\"CitationRef\"\u003e2025\u003c/span\u003e), and readr (Hester and Bryan \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e) packages. These same programs, along with the tidyverse (Wickham et al. \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e) and RColorBrewer (Neuwirth \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e) R packages, were used to develop scatterplots, line graphs, and boxplots to visualize the data. All statistical analyses were performed at an alpha level of 0.05 for two-tailed tests. The dataset was not normally distributed (Shapiro-Wilks test: \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC \u003cem\u003ep\u003c/em\u003e\u0026thinsp;\u0026lt;\u0026thinsp;0.001, \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO \u003cem\u003ep\u003c/em\u003e\u0026thinsp;=\u0026thinsp;0.13, n\u0026thinsp;=\u0026thinsp;235), therefore we used non-parametric tests to analyze variation within the site and across other Wari-affiliated sites. Specifically, a Kruskal-Wallis test and subsequent Dunn\u0026rsquo;s post-hoc test were used to determine statistical differences between individual camelids and Mann-Whitney U tests were used to analyze differences within and between teeth and between Auquimarca and other sites. Mann-Whitney U tests were also used to assess differences between camelids recovered from tombs or in the superimposed sediment layer at Auquimarca.\u003c/p\u003e\n\u003cp\u003eThe approximate percentage of C\u003csub\u003e4\u003c/sub\u003e plants in each individual camelid\u0026rsquo;s diet at Auquimarca and at other Wari-affiliated sites was calculated using \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003eenamel carb\u003c/sub\u003e and \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003ecollagen\u003c/sub\u003e estimations for individuals consuming 100% C\u003csub\u003e3\u003c/sub\u003e diets (\u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003e3 enamel carb\u003c/sub\u003e = \u0026ndash; 12\u0026permil;, \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003e3 collagen\u003c/sub\u003e = \u0026ndash; 21\u0026permil;) and 100% C\u003csub\u003e4\u003c/sub\u003e diets (\u003cem\u003e\u0026delta;\u003c/em\u003eC\u003csub\u003e4 enamel carb\u003c/sub\u003e\u0026thinsp;=\u0026thinsp;+\u0026thinsp;2.5\u0026permil;, \u003cem\u003e\u0026delta;\u003c/em\u003eC\u003csub\u003e4 collagen\u003c/sub\u003e = \u0026ndash; 6.5\u0026permil;) from Dufour et al. (\u003cspan class=\"CitationRef\"\u003e2014\u003c/span\u003e). We acknowledge that \u003cem\u003e\u0026delta;\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values vary within C\u003csub\u003e3\u003c/sub\u003e (~\u0026thinsp;9.4\u0026permil;) and C\u003csub\u003e4\u003c/sub\u003e (~\u0026thinsp;4.6\u0026permil;) plants across the Andean landscape (Szpak et al. \u003cspan class=\"CitationRef\"\u003e2013\u003c/span\u003e). However, the %C\u003csub\u003e4\u003c/sub\u003e plants in diet calculation from Dufour et al. (\u003cspan class=\"CitationRef\"\u003e2014\u003c/span\u003e) enables us to have a standardized, general idea of varying plant consumption within the Auquimarca camelid dataset and between other Wari-affiliated sites. Few studies (Tomczyk et al. \u003cspan class=\"CitationRef\"\u003e2019\u003c/span\u003e; Alaica et al. \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e; Melton et al. \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e) have analyzed isotopic values from Wari-affiliated camelid enamel carbonates, so this method allows us to generally compare our dataset to a broader Wari scholarship that performed stable isotopic analyses on different materials (e.g., collagen and keratin).\u003c/p\u003e"},{"header":"5. Results","content":"\u003cp\u003eThe results of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values for the 235 camelid enamel samples included in this study are plotted in Fig.\u0026nbsp;\u003cspan refid=\"Fig7\" class=\"InternalRef\"\u003e7\u003c/span\u003e, with summary statistics for the data shown in Table\u0026nbsp;\u003cspan refid=\"Tab3\" class=\"InternalRef\"\u003e3\u003c/span\u003e (original values found in Online Resource 1).\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab3\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 3\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eSummary statistics of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003ecarb VPDB\u003c/sub\u003e and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003ecarb VPDB\u003c/sub\u003e for camelid enamel carbonate samples (n\u0026thinsp;=\u0026thinsp;235) from Auquimarca.\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u0026nbsp;\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003ecarb VPDB\u003c/sub\u003e (n\u0026thinsp;=\u0026thinsp;235)\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003ecarb VPDB\u003c/sub\u003e (n\u0026thinsp;=\u0026thinsp;235)\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eMean (\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-8.35\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.50\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eMedian (\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-8.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.80\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eRange (\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-15.10 to -0.94\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-12.24 to 0.66\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eStandard Deviation (\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e2.72\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e2.20\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cdiv id=\"Sec17\" class=\"Section2\"\u003e\u003ch2\u003e5.1 δ\u003csup\u003e13\u003c/sup\u003eC and δ\u003csup\u003e18\u003c/sup\u003eO values by individual camelid\u003c/h2\u003e\u003cp\u003eThe mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC value of each individual camelid ranges from \u0026ndash; 1.26\u0026permil; to \u0026ndash; 12.32\u0026permil;, while the mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO value of each individual ranges from \u0026ndash; 1.71\u0026permil; to \u0026ndash; 9.12\u0026permil; (Table\u0026nbsp;\u003cspan refid=\"Tab4\" class=\"InternalRef\"\u003e4\u003c/span\u003e). The individual camelids consumed on average 28.3% C\u003csub\u003e4\u003c/sub\u003e plants in their diets, with predicted values ranging from \u0026ndash; 2.2% C\u003csub\u003e4\u003c/sub\u003e plants in the diet (exceeding predicted pure C\u003csub\u003e3\u003c/sub\u003e plant consumption \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values from Dufour et al. (\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e)) to 74.06% C\u003csub\u003e4\u003c/sub\u003e plants in the diet. 9/32 individuals had\u0026thinsp;\u0026lt;\u0026thinsp;15% predicted C\u003csub\u003e4\u003c/sub\u003e plants in their diet; 9/32 individuals had between 15\u0026ndash;30% predicted C\u003csub\u003e4\u003c/sub\u003e plants in their diet; and 14/32 individuals had\u0026thinsp;\u0026gt;\u0026thinsp;30% predicted C\u003csub\u003e4\u003c/sub\u003e plants in their diet. Figure\u0026nbsp;\u003cspan refid=\"Fig8\" class=\"InternalRef\"\u003e8\u003c/span\u003e and Fig.\u0026nbsp;\u003cspan refid=\"Fig9\" class=\"InternalRef\"\u003e9\u003c/span\u003e show the range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of samples associated with each individual, respectively. There were no significant differences in average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC or \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO between the camelids recovered within tombs at Auquimarca or in the sediment layer on top of the tombs.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab4\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 4\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eSummary statistics of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC \u003csub\u003ecarb VPDB\u003c/sub\u003e and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO \u003csub\u003ecarb VPDB\u003c/sub\u003e by individual camelid (n\u0026thinsp;=\u0026thinsp;32). %C\u003csub\u003e4\u003c/sub\u003e value based on equation in Dufour et al. .\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"8\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c6\" colnum=\"6\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c7\" colnum=\"7\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c8\" colnum=\"8\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\" morerows=\"1\" rowspan=\"2\"\u003e\u0026nbsp;\u003c/th\u003e\u003cth align=\"left\" colspan=\"4\" nameend=\"c5\" namest=\"c2\"\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003ecarb VPDB\u003c/sub\u003e (\u0026permil;)\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colspan=\"3\" nameend=\"c8\" namest=\"c6\"\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003ecarb VPDB\u003c/sub\u003e (\u0026permil;)\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMean (SD)\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eMedian\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003eRange\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c5\"\u003e\u003cp\u003e%C\u003csub\u003e4\u003c/sub\u003e\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c6\"\u003e\u003cp\u003eMean (SD)\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c7\"\u003e\u003cp\u003eMedian\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c8\"\u003e\u003cp\u003eRange\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-122\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-1.26\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e74.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.07\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-123\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-12.11 (1.94)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-11.33\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-15.10 to -9.79\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-0.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-8.31 (1.39)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.20\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-10.77 to -5.43\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-124\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-4.74 (1.73)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-4.87\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.74 to -1.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e50.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-4.33 (0.77)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.39\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.33 to -3.08\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-125\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-7.38 (2.52)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-8.10\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-9.36 to -2.03\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e31.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.87 (2.06)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-7.79\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-10.62 to -5.03\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-126\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-9.55 (0.36)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.47\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.25 to -9.19\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e16.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-6.68 (0.82)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.35\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.90 to -5.84\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-127\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.87 (0.38)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.82\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.34 to -10.50\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e7.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.55 (1.10)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-7.33\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-9.02 to -6.52\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-128\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-7.26 (0.75)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.99\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-8.11 to -6.69\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e32.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.10 (0.36)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.51 to -6.85\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-129\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-5.01 (1.43)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.30\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.61 to -2.72\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e48.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-6.01 (1.34)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.24\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.33 to -4.49\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-130\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-8.46 (0.18)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-8.46\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-8.75 to -8.27\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e24.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.38 (0.33)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-7.43\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.75 to -6.88\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-131\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.08 (0.73)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.36\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.89 to -8.89\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e13.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-3.58 (1.24)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-3.64\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.17 to -1.50\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-132\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-5.65 (0.44)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.50\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.15 to -5.30\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e43.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.66 (0.30)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.68\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.96 to -5.36\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-133\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.58 (0.58)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.72\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.09 to -9.78\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e9.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.04 (1.00)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.86\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-8.32 to -6.12\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-134\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.25 (0.55)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.21\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.27 to -9.61\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e12.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.85 (1.41)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.97\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-8.45 to -4.77\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-135\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-5.34 (0.85)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.40\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.27 to -4.27\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e46.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-4.07 (1.45)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.00\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.84 to -2.43\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-136\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-7.18 (0.63)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-7.04\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-7.94 to -6.39\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e33.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-4.76 (0.87)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.82\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.86 to -3.43\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-137\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-5.08 (0.78)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.13\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-5.94 to -4.03\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e47.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.06 (0.83)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.67\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-6.49 to -4.43\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-138\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-8.69 (1.93)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-8.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.31 to -4.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e22.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-8.87 (2.14)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.41\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-12.24 to -7.06\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-139\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-6.81 (2.37)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.77\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-9.48 to -3.80\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e35.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.52 (2.49)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-9.30\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-10.11 to -3.61\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-140\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-9.25 (0.55)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.33\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.05 to -8.18\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e18.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-9.12 (1.42)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.80\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-12.18 to -7.39\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-141\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-9.55 (1.09)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.23\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.73 to -7.86\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e16.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-7.98 (0.73)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.32\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-9.10 to -6.74\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-142\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-2.80 (0.16)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-2.77\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-3.07 to -2.67\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e63.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-6.34 (0.95)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.80\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.36 to -5.14\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-143\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-8.50 (1.79)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-8.63\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-12.80 to -4.81\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e24.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-8.67 (0.62)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.68\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-10.03 to -7.81\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-144\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-12.32 (0.62)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-12.37\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-13.07 to -11.52\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-2.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.44 (0.60)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.44\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-6.14 to -4.54\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-145\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-7.76 (0.18)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-7.75\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-7.80 to -7.56\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e29.3\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-3.97 (0.71)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-3.78\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.60 to -3.41\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-146\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-3.22 (1.79)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-2.44\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.15 to -0.94\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e60.6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-1.71 (1.86)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-1.70\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-4.75 to 0.66\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-147\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-6.07 (0.26)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.05\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-6.43 to -5.65\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e40.9\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-4.91 (0.63)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-4.88\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-5.77 to -4.25\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-148\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-9.77 (0.20)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.78\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.09 to -9.41\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e15.4\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.99 (1.09)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.81\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.49 to 4.79\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-149\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.52 (0.54)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.52\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.35 to -9.73\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e10.2\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.40 (1.88)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.31\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-8.73 to -3.36\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-150\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-5.95 (0.84)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-5.92\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-7.25 to -4.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e41.7\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.91 (1.78)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-8.81 to -3.33\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-151\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.90 (1.11)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-11.21\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-12.03 to -8.82\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e7.6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-8.04 (1.54)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.04\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-10.40 to -5.72\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-152\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-10.40 (0.57)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.32\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-11.30 to -9.79\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e11.0\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-6.34 (1.51)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-5.96\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-8.93 to -5.00\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAM-153\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e-9.17 (1.11)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.55\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.46 to -7.41\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e19.6\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.67 (1.79)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.45\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c8\"\u003e\u003cp\u003e-7.28 to -2.42\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eKruskal-Wallis tests of the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values (χ\u003csup\u003e2\u003c/sup\u003e(31)\u0026thinsp;=\u0026thinsp;191.12, p\u0026thinsp;\u0026lt;\u0026thinsp;0.001) and the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values (χ\u003csup\u003e2\u003c/sup\u003e(31)\u0026thinsp;=\u0026thinsp;157.09, p\u0026thinsp;\u0026lt;\u0026thinsp;0.001) of each individual camelid revealed significant differences in the means of the individuals for both carbon and oxygen. Dunn post-hoc tests further showed significant differences in the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO value means between pairs of the individuals. From these post-hoc pairs, three individuals (AM-124, AM-142, AM-146) had mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values higher and two individuals (AM-123, AM-144) had mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values lower than 25% or more other individuals in the sample; for oxygen stable isotope analyses, one individual (AM-146) had a mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO value higher and two individuals (AM-140, AM-143) had mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values lower than 25% or more other individuals in the sample. Full results of these post hoc tests can be found in Online Resource 2.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec18\" class=\"Section2\"\u003e\u003ch2\u003e5.2 δ\u003csup\u003e13\u003c/sup\u003eC and δ\u003csup\u003e18\u003c/sup\u003eO values by tooth type\u003c/h2\u003e\u003cp\u003eThe \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO data were organized by tooth type (dP3, dP4, M1, M2, M3) to analyze intra-population differences at particular life stages. Summary statistics of the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO data by tooth type are presented in Table\u0026nbsp;\u003cspan refid=\"Tab5\" class=\"InternalRef\"\u003e5\u003c/span\u003e. Plots showing the individual values associated with each tooth, separated by tooth type, are shown in Fig.\u0026nbsp;\u003cspan refid=\"Fig10\" class=\"InternalRef\"\u003e10\u003c/span\u003e and Fig.\u0026nbsp;\u003cspan refid=\"Fig11\" class=\"InternalRef\"\u003e11\u003c/span\u003e.\u003c/p\u003e\u003cp\u003eWe combined the samples associated with dP3 and dP4 teeth (n\u0026thinsp;=\u0026thinsp;7 teeth) and M2 and M3 teeth (n\u0026thinsp;=\u0026thinsp;22 teeth) to analyze differences in diet or location between pregnant females or nursing crias and adult camelids. The average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values from dP3 and dP4 teeth (n\u0026thinsp;=\u0026thinsp;22 enamel powder samples) were \u0026ndash; 6.6\u0026permil; and \u0026ndash; 7.8\u0026permil;, respectively. For M2 and M3 teeth (n\u0026thinsp;=\u0026thinsp;125 enamel powder samples), the average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values were \u0026ndash; 8.4\u0026permil; and \u0026ndash; 6.2\u0026permil;. A Mann-Whitney \u003cem\u003eU\u003c/em\u003e test revealed significant differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC (\u003cem\u003eU\u003c/em\u003e\u0026thinsp;=\u0026thinsp;1815.5, p\u0026thinsp;=\u0026thinsp;0.012) and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO (\u003cem\u003eU\u003c/em\u003e\u0026thinsp;=\u0026thinsp;799, p\u0026thinsp;=\u0026thinsp;0.001) values between the dP3/dP4 and M2/M3 groups.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab5\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 5\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eSummary statistics of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC\u003csub\u003ecarb VPDB\u003c/sub\u003e and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003ecarb VPDB\u003c/sub\u003e by tooth type: dP3 (3/32, n\u0026thinsp;=\u0026thinsp;7), dP4 (4/32, n\u0026thinsp;=\u0026thinsp;15), M1 (14/32, n\u0026thinsp;=\u0026thinsp;71 samples), M2 (15/32, n\u0026thinsp;=\u0026thinsp;86), M3 (7/32, n\u0026thinsp;=\u0026thinsp;39).\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"7\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c6\" colnum=\"6\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c7\" colnum=\"7\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colspan=\"2\" nameend=\"c2\" namest=\"c1\"\u003e\u0026nbsp;\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003edP3\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003edP4\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c5\"\u003e\u003cp\u003eM1\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c6\"\u003e\u003cp\u003eM2\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c7\"\u003e\u003cp\u003eM3\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\" morerows=\"3\" rowspan=\"4\"\u003e\u003cp\u003e\u003cb\u003eδ\u003c/b\u003e\u003csup\u003e\u003cb\u003e13\u003c/b\u003e\u003c/sup\u003e\u003cb\u003eC\u003c/b\u003e\u003csub\u003e\u003cb\u003ecarb VPDB\u003c/b\u003e\u003c/sub\u003e \u003cb\u003e(\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMean\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-4.09\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-7.79\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-8.69\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-8.37\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.61\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMedian\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-2.78\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-8.61\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-9.35\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-9.24\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-8.93\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eRange\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-9.21 to\u003c/p\u003e\u003cp\u003e-2.67\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-13.85 to\u003c/p\u003e\u003cp\u003e-1.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-15.10 to\u003c/p\u003e\u003cp\u003e-3.62\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-15.08 to\u003c/p\u003e\u003cp\u003e-0.94\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-11.31 to\u003c/p\u003e\u003cp\u003e-2.03\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStandard Deviation\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e2.46\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e3.71\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e2.75\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e2.67\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e2.15\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\" morerows=\"3\" rowspan=\"4\"\u003e\u003cp\u003e\u003cb\u003eδ\u003c/b\u003e\u003csup\u003e\u003cb\u003e18\u003c/b\u003e\u003c/sup\u003e\u003cb\u003eO\u003c/b\u003e\u003csub\u003e\u003cb\u003ecarb VPDB\u003c/b\u003e\u003c/sub\u003e \u003cb\u003e(\u0026permil;)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMean\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.97\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-8.19\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-6.15\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.93\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-6.71\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMedian\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-6.8\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-8.84\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-5.96\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-5.99\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-7.04\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eRange\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-10.1 to\u003c/p\u003e\u003cp\u003e-5.1\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e-10.77 to\u003c/p\u003e\u003cp\u003e-3.08\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e-10.62 to\u003c/p\u003e\u003cp\u003e-2.42\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e-10.40 to 0.66\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e-12.24 to\u003c/p\u003e\u003cp\u003e-1.50\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStandard Deviation\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e1.62\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e2.22\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e1.72\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003e2.22\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c7\"\u003e\u003cp\u003e2.64\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec19\" class=\"Section2\"\u003e\u003ch2\u003e5.3 Intra-tooth variation in δ\u003csup\u003e13\u003c/sup\u003eC and δ\u003csup\u003e18\u003c/sup\u003eO values\u003c/h2\u003e\u003cp\u003eTo understand changes in diet and migration between the camelids on a smaller time scale, we analyzed differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values between the sequential samples taken from each tooth. Variation in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values across the development of each tooth type can be seen in Fig.\u0026nbsp;\u003cspan refid=\"Fig10\" class=\"InternalRef\"\u003e10\u003c/span\u003e and Fig.\u0026nbsp;\u003cspan refid=\"Fig11\" class=\"InternalRef\"\u003e11\u003c/span\u003e. We found no significant differences between the mean of the two samples closest to the OCC and the mean of the one to two samples closest to the CEJ for M1, M2, or M3 teeth with three or more samples for either \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC or \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec20\" class=\"Section2\"\u003e\u003ch2\u003e5.4 Inter-site comparisons in the Wari world\u003c/h2\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eWe analyzed the Auquimarca camelid enamel carbonate \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values against those of other Wari-affiliated sites\u0026ndash;Castillo de Huarmey (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e), Uraca (Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e), and Quilcapampa (Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u0026ndash;as shown in Fig.\u0026nbsp;\u003cspan refid=\"Fig12\" class=\"InternalRef\"\u003e12\u003c/span\u003e. Mann-Whitney \u003cem\u003eU\u003c/em\u003e tests between the complete \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC datasets from Auquimarca and these other sites revealed a significant difference (\u003cem\u003eU\u003c/em\u003e\u0026thinsp;=\u0026thinsp;5506.5, \u003cem\u003ep\u003c/em\u003e\u0026thinsp;\u0026lt;\u0026thinsp;0.001) between Auquimarca (n\u0026thinsp;=\u0026thinsp;235) and Uraca (n\u0026thinsp;=\u0026thinsp;65, mean = \u0026ndash; 9.5\u0026permil;); the difference between Auquimarca and Quilcapampa (n\u0026thinsp;=\u0026thinsp;10) approached significance (mean = \u0026ndash; 9.91\u0026permil;, \u003cspan type=\"ItalicUnderline\" class=\"ItalicUnderline\" name=\"Emphasis\"\u003eU\u003c/span\u003e\u0026thinsp;=\u0026thinsp;772.5, \u003cem\u003ep\u003c/em\u003e\u0026thinsp;=\u0026thinsp;0.07). For oxygen, the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values from camelids at Auquimarca significantly differed from those at both Quilcapampa (n\u0026thinsp;=\u0026thinsp;10, mean = \u0026ndash; 1.48\u0026permil;, \u003cem\u003eU\u003c/em\u003e\u0026thinsp;=\u0026thinsp;2074.5, \u003cem\u003ep\u003c/em\u003e\u0026thinsp;\u0026lt;\u0026thinsp;0.001) and Castillo de Huarmey (n\u0026thinsp;=\u0026thinsp;18, mean = \u0026ndash; 8.86\u0026permil;, \u003cem\u003eU\u003c/em\u003e\u0026thinsp;=\u0026thinsp;3933.5, \u003cem\u003ep\u003c/em\u003e\u0026thinsp;\u0026lt;\u0026thinsp;0.001). Uraca \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e values were not reported and therefore are not analyzed here.\u003c/p\u003e\u003cp\u003eWe also compared the %C\u003csub\u003e4\u003c/sub\u003e plants in camelid diets calculated from \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values (Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e) across all Wari-affiliated sites with camelid stable isotope analyses and modern camelid samples. The Wari-affiliated sites included in this comparison are Beringa (only Middle Horizon camelids, Alaica et al. (\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)), Conchopata (Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e), Quilcapampa (Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e), Cerro Ba\u0026uacute;l (Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e), Castillo de Huarmey (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e), and Uraca (Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). The modern camelid samples are from \u003cem\u003epuna\u003c/em\u003e environments in Chilligua and Tocra (southern Peruvian coast) and Quiruvilca (northern Peruvian coast), as reported in Thornton et al. (\u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e) and Dufour et al. (\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). The results of Mann-Whitney \u003cem\u003eU\u003c/em\u003e tests between %C\u003csub\u003e4\u003c/sub\u003e plants of camelids at Auquimarca and those of other sites can be seen in Table\u0026nbsp;\u003cspan refid=\"Tab6\" class=\"InternalRef\"\u003e6\u003c/span\u003e.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab6\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 6\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eComparison of the average %C\u003csub\u003e4\u003c/sub\u003e plants in the diets of individuals from Auquimarca to those of individuals from other Wari-affiliated sites and modern herders (from Tocra, Quiruvilca, and Chilligua) using Mann-Whitney \u003cem\u003eU\u003c/em\u003e tests. \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values used to calculate %C\u003csub\u003e4\u003c/sub\u003e plants in diet values come from different materials: collagen (col), enamel carbonates (ec), and keratin (ker). *asterisks indicate significance.\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"5\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003eMiddle Horizon Wari-Affiliated Sites\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colspan=\"2\" nameend=\"c3\" namest=\"c2\"\u003e\u003cp\u003e%C\u003csub\u003e4\u003c/sub\u003e plants in diet per individual (Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e)\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colspan=\"2\" nameend=\"c5\" namest=\"c4\"\u003e\u003cp\u003eMann-Whitney U test vs. Auquimarca\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAverage\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eRange\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003e\u003cem\u003ep\u003c/em\u003e value\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c5\"\u003e\u003cp\u003e\u003cem\u003eU\u003c/em\u003e statistic\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eBeringa\u003c/b\u003e (ker, n\u0026thinsp;=\u0026thinsp;5)\u003c/p\u003e\u003cp\u003e(Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e5.18%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-8.22% to 35.7%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.008*\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e20\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eQuilcapampa\u003c/b\u003e (ec, n\u0026thinsp;=\u0026thinsp;4)\u003c/p\u003e\u003cp\u003e(Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e11.6%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e0% to 18.6%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.113\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e32\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eConchopata\u003c/b\u003e (col, n\u0026thinsp;=\u0026thinsp;17)\u003c/p\u003e\u003cp\u003e(Finucane et al. \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e54.8%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e10.3% to 88.3%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.005*\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e407\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eCerro Ba\u0026uacute;l\u003c/b\u003e (col, n\u0026thinsp;=\u0026thinsp;11)\u003c/p\u003e\u003cp\u003e(Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e31.4%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e10.1% to 74.3%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.687\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e191\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eCastillo de Huarmey\u003c/b\u003e (ec, n\u0026thinsp;=\u0026thinsp;18)\u003c/p\u003e\u003cp\u003e(Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e21.6%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e-1.72% to 46.1%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.229\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e228\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eUraca\u003c/b\u003e (ec, n\u0026thinsp;=\u0026thinsp;14)\u003c/p\u003e\u003cp\u003e(Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e17.3%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e2.5% to 44.0%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.064\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e146\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eModern sites\u003c/b\u003e (col, n\u0026thinsp;=\u0026thinsp;9)\u003c/p\u003e\u003cp\u003e(Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e8.69%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e1.38% to 13.9%\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e0.003*\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003e49\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e"},{"header":"6. Discussion","content":"\u003cdiv id=\"Sec22\" class=\"Section2\"\u003e\u003ch2\u003e6.1 Dietary breadth among Auquimarca camelids\u003c/h2\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values from the Auquimarca camelid enamel carbonates samples (n\u0026thinsp;=\u0026thinsp;235) ranged from \u0026ndash; 15.10\u0026permil; (\u0026minus;\u0026thinsp;2.2% C\u003csub\u003e4\u003c/sub\u003e plants) to \u0026ndash; 0.94\u0026permil; (74.1% C\u003csub\u003e4\u003c/sub\u003e plants), with an average of \u0026ndash; 8.35\u0026permil;. If all of the camelids at Auquimarca had been raised and rangestock grazed in the \u003cem\u003epuna\u003c/em\u003e, like many modern camelids in the MRV and other highland Andean regions, \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values would have been more negative, likely between \u0026ndash; 17.9\u0026permil; and \u0026ndash; 8.5\u0026permil; (Szpak et al. \u003cspan citationid=\"CR74\" class=\"CitationRef\"\u003e2013\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). These lower values would reflect a primarily C\u003csub\u003e3\u003c/sub\u003e diet consistent with the \u003cem\u003epuna\u003c/em\u003e grasslands and ecosystem (Mayer \u003cspan citationid=\"CR52\" class=\"CitationRef\"\u003e1979\u003c/span\u003e; Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Dransart \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2002\u003c/span\u003e; Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). Conversely, if the camelids had been primarily given maize fodder and allowed to graze on maize stubble after the harvest, similar to the feeding practices for camelids from Middle Horizon coastal sites, the camelids would have had an overall higher \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC average, likely between \u0026ndash; 1.6\u0026permil; to +\u0026thinsp;2.5\u0026permil; (Dufour et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e; Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e; Noe et al., \u003cspan citationid=\"CR59\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Szpak et al., \u003cspan citationid=\"CR74\" class=\"CitationRef\"\u003e2013\u003c/span\u003e; Thornton et al., \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; Tomczyk et al., \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). But the broad range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values observed in the Auquimarca samples suggests that camelids at Auquimarca had access to both C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e plants, with some variation in the proportions of these kinds of plants in their diets.\u003c/p\u003e\u003cp\u003eThere was major variation in the diets of the 32 individual camelids at Auquimarca. When the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values of the samples associated with a particular individual were averaged, there were significant differences between the means of the individuals from each other and from the population mean, suggesting that multiple husbandry strategies were utilized by those managing the Auquimarca camelid herds. Three individuals (AM-124, AM-142, AM-146) had mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values greater than 25% of other individuals. They consumed, on average, approximately 58.3% C\u003csub\u003e4\u003c/sub\u003e plants in their diets. This is similar to the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC enriched group of camelids observed at Conchopata, the urban Wari heartland site where camelids were likely kept in \u003cem\u003ecanchas\u003c/em\u003e and fed primarily maize (Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e). Eleven additional camelids in the study sample consumed between 30% to 75% C\u003csub\u003e4\u003c/sub\u003e plants (average\u0026thinsp;=\u0026thinsp;46.4%). These \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values are more consistent with Central Andean coastal sites with greater incorporation of maize into camelid diets (average range of 40\u0026ndash;70% C\u003csub\u003e4\u003c/sub\u003e plants in diet) (Szpak et al. \u003cspan citationid=\"CR73\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Auquimarca\u0026rsquo;s MRV location provides a more suitable location for maize agriculture on wide fields, much like those seen in some coastal areas and lowland areas. Therefore, where other highland \u003cem\u003ekichwa\u003c/em\u003e sites have more limited maize influence on human and camelid diets, it appears that many of the camelids at Auquimarca had diets influenced by this environment and possibly by the maize subsistence priorities of the Wari Empire.\u003c/p\u003e\u003cp\u003eIn contrast, two individuals (AM-123, AM-144) had mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values lower than 25% of the study population. They consumed virtually no C\u003csub\u003e4\u003c/sub\u003e plants based on Dufour et al\u0026rsquo;s (\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e) method, with an average of \u0026ndash; 1.45% C\u003csub\u003e4\u003c/sub\u003e plants in their diets. This is more on par with the very low \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values of camelids in modern pastoral communities who tend to rangestock graze their livestock in the \u003cem\u003epuna\u003c/em\u003e almost exclusively. For comparison, modern camelids from highland areas on the northern and southern Peruvian coasts, analyzed by Thornton et al. (\u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e) and Dufour et al. (\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e), had an average of 8.69% C\u003csub\u003e4\u003c/sub\u003e plants in their diets (Table\u0026nbsp;\u003cspan refid=\"Tab6\" class=\"InternalRef\"\u003e6\u003c/span\u003e). Sixteen (16) additional individuals (18/32) also had low levels of maize consumption, consuming approximately less than 30% C\u003csub\u003e4\u003c/sub\u003e plants in their diets (average\u0026thinsp;=\u0026thinsp;14.3%). This is consistent with other studies of camelids in the Andean highlands, where closer proximity to the \u003cem\u003epuna\u003c/em\u003e grasslands and desire to diversify subsistence strategies often led to large levels of rangestock grazing (Browman, \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e1974\u003c/span\u003e; Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e). At sites such as Beringa and Quilcapampa, camelids were likely primarily pastured on C\u003csub\u003e3\u003c/sub\u003e grasses. The minimal incorporation of maize in the diet may reflect Wari imperial influence (ibid; Alaica et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Melton et al., \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eVisual analysis of the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC boxplots for each individual (Fig.\u0026nbsp;\u003cspan refid=\"Fig8\" class=\"InternalRef\"\u003e8\u003c/span\u003e) supports the existence of camelid groups with varying proportions of C\u003csub\u003e3\u003c/sub\u003e to C\u003csub\u003e4\u003c/sub\u003e plants in their diets. In these boxplots, the interquartile ranges scarcely overlap with the population mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC value, showing that some of the camelids were eating diets more heavily maize-based while others consumed primarily C\u003csub\u003e3\u003c/sub\u003e plants. The variety of diets suggests that those managing the camelids at Auquimarca were not engaged in purely maize foddering or purely rangestock grazing. More likely, separate or flexible pastoral strategies were used that allowed the agropastoralists to lean more heavily on maize foddering or rangestock grazing, while oftentimes incorporating elements of both (Alaica et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Eerkens et al., \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2014\u003c/span\u003e; Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e; Thornton et al., \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e; Tomczyk et al., \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). This kind of dimorphic husbandry model, as has been described by Tomczyk et al. (\u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e), has been observed at Wari-affiliated sites like Conchopata, Castillo de Huarmey, and Cerro Ba\u0026uacute;l to varying degrees (ibid; Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e; Thornton et al., \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eTo compare the flexible husbandry model observed at Auquimarca to subsistence practiced in the MRV, we turn to Browman\u0026rsquo;s (\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e1970\u003c/span\u003e; \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e1974\u003c/span\u003e; \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e1976\u003c/span\u003e) work in the region. He argued that prior to the Middle Horizon, people in this region were primarily engaged in rangestock grazing practices in the \u003cem\u003epuna\u003c/em\u003e, with limited horticulture at lower elevations close to the river. With the onset of the Middle Horizon and influence by the Wari Empire, people in the MRV relied more heavily on maize agriculture in the \u003cem\u003ekichwa\u003c/em\u003e and camelid meat for protein. Combined with other archaeological evidence from this site, like stone hoes for tilling and butchery marks on camelid remains, the camelids with higher \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values seem to support this hypothesis. This suggests that maize was a significant part of livelihoods during the Middle Horizon in the MRV. The lower %C\u003csub\u003e4\u003c/sub\u003e in camelid diets from Auquimarca suggest that rangestock grazing methods likely used during earlier periods in the MRV did not disappear during the Middle Horizon. Other studies have suggested that dimorphic and flexible husbandry models like this were used as risk management strategies to withstand maize crop failures (Finucane et al., \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e; Noe et al., \u003cspan citationid=\"CR59\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Tomczyk et al., \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Furthermore, maintaining some level of rangestock grazing could also have been a cultural practice to keep connections to the mountain spirits, as seen in modern herding communities (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e; Dransart \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2002\u003c/span\u003e; Duche-P\u0026eacute;rez and Mamani-Daza \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eAnalysis of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values within the individual camelids at Auquimarca revealed additional variation in their diets on a smaller time scale. The mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values of dP3 and dP4 teeth (n\u0026thinsp;=\u0026thinsp;7 teeth, mean = \u0026ndash; 6.6\u0026permil;) were significantly higher than those of M2 and M3 teeth (n\u0026thinsp;=\u0026thinsp;22 teeth, mean = \u0026ndash; 8.4\u0026permil;) (Wheeler \u003cspan citationid=\"CR82\" class=\"CitationRef\"\u003e1982\u003c/span\u003e; Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). This reinforces ethnohistoric accounts of camelids staying in the same place for up to two years for training before joining caravans (Flannery et al. \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e1989\u003c/span\u003e). Likewise, visual analysis of the sequential line graphs for dP3/dP4 teeth and M2/M3 teeth (Fig.\u0026nbsp;\u003cspan refid=\"Fig10\" class=\"InternalRef\"\u003e10\u003c/span\u003e) reveals stark differences in the diets between individual teeth. This supports the idea that multiple flexible pastoral strategies were being practiced by those at Auquimarca. Some pregnant and adult camelids had a fairly constant, primarily C\u003csub\u003e3\u003c/sub\u003e diets while others seemed to have a more constant source of C\u003csub\u003e4\u003c/sub\u003e plants, like maize, in their diets.\u003c/p\u003e\u003cp\u003eThe dP3/dP4 and M1, M2, and M3 teeth differ in the amount of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC change within the development of those teeth. \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values remain fairly constant from the OCC to the CEJ in dP3 and dP4 teeth, whereas many of the molars exhibited steep increases (AM-123 [M1], AM-125 [M2]), decreases (AM-123 [M2]), or more cyclical patterns (AM-129 [M2], AM-146 [M2], AM-151 [M2], and AM-138 [M3]) of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values between sequential samples (Fig.\u0026nbsp;\u003cspan refid=\"Fig10\" class=\"InternalRef\"\u003e10\u003c/span\u003e). Although we did not observe significant differences between the intra-tooth samples associated with the earliest and latest periods of development in the molars analyzed, visual analysis of the line plots for these teeth reveals the entire extent of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC change across the development of those teeth. Increases or decreases in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC values within the molars could reflect movement across the Andean environment throughout life as part of trade networks that connected hinterland communities to each other and to the Wari heartlands: an aspect of the vertical archipelago (Murra \u003cspan citationid=\"CR56\" class=\"CitationRef\"\u003e1972\u003c/span\u003e; Alaica and Gonz\u0026aacute;lez La Rosa 2019; Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Camelids then would have had access to different kinds of plants more readily available in different ecological zones. The camelids with more cyclical \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC change within their teeth could have traveled across microclimates at different elevations, rotating between rangestock grazing in the \u003cem\u003epuna\u003c/em\u003e to grazing on the stubble of maize fields after a harvest in the \u003cem\u003ekichwa\u003c/em\u003e as part of a seasonal migration, as has been suggested at Castillo de Huarmey and other Andean sites (Dransart \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2002\u003c/span\u003e; Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Alternatively, these patterns could reflect movement of the camelids between ecological zones as part of camelid caravans, consuming different amounts of C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e plants based on their availability in that environment (Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eAlthough camelid remains analyzed in this study were found at activity level either within the tombs or in the sediment layer above them, we do not have specific AMS dates from the camelids themselves. The AMS dates from the human burials indicate that Auquimarca was occupied during the Middle Horizon; however, the AMS dates are not entirely homogenous (Krause and Tung \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). Therefore, it is possible (and likely) that the camelids in this sample were deposited at Auquimarca at different times throughout the Middle Horizon and potentially at periods with varying impacts from imperial Wari hegemony. As such, the multiple pastoral strategies that we have suggested could have been used at differing times during the Middle Horizon rather than occurring concurrently. However, no significant differences were observed between the camelids recovered from inside tombs versus those in the sediment layer at activity level, so if different time periods were represented in the layers, they likely did not have a significant impact on the pastoral activities of those at Auquimarca. Further analysis of these camelid remains, including AMS dates and strontium isotope analysis (\u003csup\u003e87\u003c/sup\u003eSr/\u003csup\u003e86\u003c/sup\u003eSr), is needed to get a better sense of the depositional timeline and local environment of these camelids.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec23\" class=\"Section2\"\u003e\u003ch2\u003e6.2 Andean mobility among Auquimarca camelids\u003c/h2\u003e\u003cp\u003e\u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values from the enamel carbonate samples (n\u0026thinsp;=\u0026thinsp;235) ranged from \u0026ndash; 12.24\u0026permil; to +\u0026thinsp;0.66\u0026permil; VPDB. Dufour et al\u0026rsquo;s (\u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e) approximations for \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e by Andean ecological zone, which account for evaporative and meteoric water sources, are the following: lowland and coastal regions range from \u0026ndash; 5.8\u0026permil; to +\u0026thinsp;0.5\u0026permil;, \u003cem\u003ekichwa\u003c/em\u003e regions range from \u0026ndash; 6.2\u0026permil; to \u0026ndash; 2.3\u0026permil;, and \u003cem\u003epuna\u003c/em\u003e regions range from \u0026ndash; 15.0\u0026permil; to \u0026ndash; 5.5\u0026permil;. Under this model, the camelids at Auquimarca, when looked at collectively, likely inhabited a variety of environments ranging from the coast to the \u003cem\u003epuna\u003c/em\u003e, with the average \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO value (\u0026ndash; 6.50\u0026permil;) falling in the lower \u003cem\u003epuna\u003c/em\u003e region. Additionally, the broad range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values in the sample and the intra-population and intra-individual variation in these values suggests that there was human management of the camelids at Auquimarca, helping determine the kinds of water and plants they had access to and their movement across the Andean landscape (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Carrasco et al. \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). However, other factors tied to seasonality, like temperature and humidity levels, and the kinds of plants consumed can impact \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e values, since weaned camelids obtain most of their water from vegetal sources post-weaning and little water from evaporative water sources, so caution must be taken when directly comparing the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO\u003csub\u003eenamel carb\u003c/sub\u003e values of Auquimarca camelids to general environmental estimations (Kohn et al. \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e1996\u003c/span\u003e; Wright and Schwarcz \u003cspan citationid=\"CR87\" class=\"CitationRef\"\u003e1998\u003c/span\u003e; Katzenberg \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2008\u003c/span\u003e; Yann et al. \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Carrasco et al. \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Enke et al. \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThere was less variation between the mean \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of the 32 individual camelids than of those seen in the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC dataset. This can be observed in the higher overlap of interquartile ranges with the entire \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO sample mean among the Auquimarca \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO boxplots, an indicator that many of the camelids were local to Auquimarca (Fig.\u0026nbsp;\u003cspan refid=\"Fig9\" class=\"InternalRef\"\u003e9\u003c/span\u003e). However, there were still significant differences between the means of certain camelids and others and many of the individuals have large ranges of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values. This can suggest that a large proportion of the camelids samples from Auquimarca were traversing the Andean landscape throughout their lives, exposing them to a variety of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values in their foods and thus water sources (Weber \u003cspan citationid=\"CR81\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe individual camelids at Auquimarca exhibited significantly lower \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values than the camelids sampled at Quilcapampa and Castillo de Huarmey. This is to be expected because these sites are located at lower elevations closer to the coast (Quilcapampa\u0026thinsp;=\u0026thinsp;800 masl, Castillo de Huarmey\u0026thinsp;=\u0026thinsp;50 masl) compared to Auquimarca, which is located in the high \u003cem\u003ekichwa\u003c/em\u003e region (3220 masl) (Katzenberg \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2008\u003c/span\u003e; Knudson \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2009\u003c/span\u003e; Dufour et al. \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2014\u003c/span\u003e; Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Alaica et al. \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Noe et al. \u003cspan citationid=\"CR59\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Within the full camelid populations at these three sites, there is a much broader range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values at Auquimarca (n\u0026thinsp;=\u0026thinsp;235, range\u0026thinsp;=\u0026thinsp;12.9\u0026permil;) than at Quilcapampa (n\u0026thinsp;=\u0026thinsp;10, range\u0026thinsp;=\u0026thinsp;8.43\u0026permil;) or Castillo de Huarmey (n\u0026thinsp;=\u0026thinsp;18, range\u0026thinsp;=\u0026thinsp;7.32\u0026permil;). The larger range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO in the population suggests that the camelids at Auquimarca had varied diets and varied migration histories (ibid). It also attests to the lengths people went to - to bring their camelids to this site to engage in mortuary activities and to offer their animals in feasts and as burial offerings in tombs. This is supported by the previously discussed differences in the proportions of C\u003csub\u003e3\u003c/sub\u003e and C\u003csub\u003e4\u003c/sub\u003e plants between the camelids at Auquimarca. But the sample size at Auquimarca is much larger than those of Quilcapampa or Castillo de Huarmey, so these range values alone do not necessarily represent the entire extent of diet and mobility variation at Quilcapampa or Castillo de Huarmey.\u003c/p\u003e\u003cp\u003eWhen the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO distribution of the entire sample population and the individual camelids are considered alongside intra-individual changes in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values, the extent of movement and dietary diversity within the population is revealed. The mean values of dP3 and dP4 teeth (n\u0026thinsp;=\u0026thinsp;7 teeth, mean = \u0026ndash; 7.8\u0026permil;) and M2 and M3 teeth (n\u0026thinsp;=\u0026thinsp;22 teeth, mean = \u0026ndash; 6.2\u0026permil;) significantly differed from each other. But as seen in our carbon data, looking at the line graphs of these teeth show differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO between teeth in these categories. dP3/dP4 teeth have relatively linear \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO trends throughout the development of those teeth that range between \u0026ndash; 10.8\u0026permil; and \u0026ndash; 3.08\u0026permil; (Fig.\u0026nbsp;\u003cspan refid=\"Fig11\" class=\"InternalRef\"\u003e11\u003c/span\u003e). From this, the pregnant camelids included in the sample were probably kept in the same region with similar diets for at least the later part of their pregnancy when these teeth would have mineralized (Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). But the region and diet in question varied, suggesting that there was no one setting where camelids were kept during pregnancy.\u003c/p\u003e\u003cp\u003eDifferences between the M2/M3 teeth are similar to those of the dP3/dP4 teeth. Some individuals had consistently and significantly high \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values throughout their enamel development while others had consistently low \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values; the range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO from M2 and M3 teeth are \u0026ndash; 12.24 to +\u0026thinsp;0.66\u0026permil;. So even in later life, the camelids at Auquimarca likely inhabited different environments, further supporting the idea of multiple flexible pastoral strategies at the site (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Takigami et al. \u003cspan citationid=\"CR75\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Melton et al. \u003cspan citationid=\"CR54\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Some camelids likely inhabited the \u003cem\u003epuna\u003c/em\u003e region while others might have been kept closer to human settlements in the \u003cem\u003ekichwa\u003c/em\u003e where they consumed greater proportions of C\u003csub\u003e4\u003c/sub\u003e plants that could further enrich \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values (Kohn et al. \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e1996\u003c/span\u003e; Wright and Schwarcz \u003cspan citationid=\"CR87\" class=\"CitationRef\"\u003e1998\u003c/span\u003e; Katzenberg \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2008\u003c/span\u003e; Yann et al. \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Carrasco et al. \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Enke et al. \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Finucane et al. (\u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e)and others have suggested that differences like this may represent alpacas versus llamas, where alpacas were kept in the \u003cem\u003epuna\u003c/em\u003e and llamas were kept closer to human settlements for easier access to be used in trading (Alaica and Gonz\u0026aacute;lez La Rosa 2019). However, this assumption has been disputed because llamas and alpacas can live in a single herd and can crossbreed (Shimada and Shimada \u003cspan citationid=\"CR70\" class=\"CitationRef\"\u003e1985\u003c/span\u003e; Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Regardless, this cannot be assessed here because of the fragmented nature of the Auquimarca camelid samples and our inability to tell whether the camelids were alpacas or llamas.\u003c/p\u003e\u003cp\u003eAmong the camelid molars sampled, we also see many individuals with large differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values between the sequential samples. Once again, there was no significant difference between the \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values of the samples associated with earlier and later periods of enamel development, but we do see other patterns between those samples. Visual analysis of the line graphs for \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO (Fig.\u0026nbsp;\u003cspan refid=\"Fig11\" class=\"InternalRef\"\u003e11\u003c/span\u003e) shows steady \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO value increases, decreases, or cyclical patterns of movement across the vertical archipelago in many of the molars studied. Variation in soil water \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO within an ecological zone due to seasonal changes in humidity, temperature, and precipitation could have also contributed to the observed cyclical patterns of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO increase and decrease among the camelids\u0026rsquo; sequential \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values (Yann et al. \u003cspan citationid=\"CR88\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). But because of the range of \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values between the sequential samples, these camelids were likely moving between coastal/lowland and \u003cem\u003ekichwa\u003c/em\u003e or \u003cem\u003ekichwa\u003c/em\u003e and \u003cem\u003epuna\u003c/em\u003e ecological zones. It is possible that the movement between these regions were the result of the agropastoralists negotiating with their Andean vertical landscape, preventing overgrazing while still having the resources available to produce agricultural products by moving the camelids between ecological zones to protect \u003cem\u003epuna\u003c/em\u003e grasslands and provide access to maize stubble after harvests (Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). This model fits in well with the mixed C\u003csub\u003e3\u003c/sub\u003e/C\u003csub\u003e4\u003c/sub\u003e plant diets observed in many of the individuals. Or, these increases and decreases in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values between the sequential samples could be the result of the camelids moving between ecological zones in order to trade products with other parts of the Wari Empire, as seen among camelids at Castillo de Huarmey and Cerro Ba\u0026uacute;l (ibid; Thornton et al. \u003cspan citationid=\"CR76\" class=\"CitationRef\"\u003e2011\u003c/span\u003e). The MRV is such a suitable environment for maize cultivation. It could be that some of the camelids were used as pack animals in caravans to transport this important crop to other parts of the empire in exchange for other goods; unfortunately, this cannot be shown from these isotope analyses alone. Further work must be done to untangle the trade relationships between those at Auquimarca and the rest of the Wari world.\u003c/p\u003e\u003c/div\u003e"},{"header":"7. Conclusion","content":"\u003cp\u003eOur study contributes significant new, fine-grained, intra-individual camelid stable carbon and oxygen isotope data from the highland Middle Horizon mortuary site of Auquimarca. The work provides the first zooarchaeological biochemical data to study subsistence practices in the MRV, a region where the extent of Wari influence has been relatively unknown. These results are important for understanding how Wari influence impacted communities in distant and remote parts on the edge of an Andean empire. We contribute a life history study of diet and migration histories of camelids at Auquimarca to the existing literature on Wari-associated subsistence strategies. As such, we elucidate a crucial account of human-animal interactions and management practices in the central highlands and build upon the limited research about camelid pastoralism in the Wari Empire.\u003c/p\u003e\u003cp\u003eThe reported \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO data revealed that the camelids were likely managed using different flexible pastoral strategies attuned to the constraints and affordances of pregnant and juvenile camelids and were utilized for different purposes within the agropastoral system. Some camelids were likely rangestock grazed on C\u003csub\u003e3\u003c/sub\u003e plants in the \u003cem\u003epuna\u003c/em\u003e, some were maize foddered in the \u003cem\u003ekichwa\u003c/em\u003e, and others fell somewhere in between, possibly kept in close proximity to human settlements but rotated between C\u003csub\u003e3\u003c/sub\u003e grass grazing and consuming maize stubble to ensure long-term subsistence success. Certain camelids had differences in \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e13\u003c/sup\u003eC and \u003cem\u003eδ\u003c/em\u003e\u003csup\u003e18\u003c/sup\u003eO values throughout their lives. This suggests camelid involvement in long distance trade networks or camelid caravans, possibly related to broader trade and exchange systems in the MRV and the Wari Empire. The agropastoral system described here simultaneously considers the importance of maize in the Middle Horizon, and the maintenance of \u003cem\u003epuna\u003c/em\u003e grazing practices for risk management and possibly cultural retention amid social change brought about by Wari hegemony (Finucane et al. \u003cspan citationid=\"CR29\" class=\"CitationRef\"\u003e2006\u003c/span\u003e; Finucane \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e2009\u003c/span\u003e; Tung \u003cspan citationid=\"CR78\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Tomczyk et al. \u003cspan citationid=\"CR77\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Noe et al. \u003cspan citationid=\"CR59\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e"},{"header":"Declarations","content":"\u003ch2\u003eAuthor Contribution\u003c/h2\u003e\u003cp\u003eL.B. wrote the main manuscript text, analyzed the data, and prepared all figures and tables not mentioned elsewhere. A.A. wrote the zooarchaeological analysis section and created table 2 and figure 4. M.K. helped write the Auquimarca site context and human interments at Auquimarca sections. A.A., A.L., and T.T. provided editing support to L.B. on the manuscript text. D.A. and J.P.G. oversaw and managed the rescue excavations of Auquimarca. A.A. and L.M.G. conducted the zooarchaeological inventory and analysis. L.B. and A.L. prepared the enamel carbonate samples. T.T. organized the export of the camelid remains to Vanderbilt University, obtained funding for analysis and writing this manuscript, and provided conceptual support. All authors reviewed the manuscript.\u003c/p\u003e\u003ch2\u003eAcknowledgement\u003c/h2\u003e\u003cp\u003eThis work was supported by the Vanderbilt University College of Arts \u0026amp; Science and the Vanderbilt University Office of the Provost. Funding from the Killam Trust and the Department of Anthropology at the University of Alberta supported the zooarchaeological analysis. The Department of Anthropology at The University of British Columbia supported some of the writing in this manuscript. We also thank the Peruvian Ministry of Culture for supporting the rescue excavation at Auquimarca in 2021 and 2022 and for allowing the camelid samples analyzed here to be exported to Vanderbilt University for isotopic analysis in the Bioarchaeology and Stable Isotope Research Lab. We thank everyone who supported the excavation of Auquimarca. Finally, we would like to thank Alyssa Sklar for providing GIS technical support.\u003c/p\u003e "},{"header":"References","content":"\u003col\u003e\n\u003cli\u003eAlaica AK, Gonz\u0026aacute;lez LM Analisis Zooarqueologico. In: Venegas DA (ed) Aquishmarca: Los Abuelos del Valle de Mantaro. 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J Physiol Anthropol 106:1\u0026ndash;18 \u003c/li\u003e\n\u003cli\u003eYann LT, DeSantis LRG, Koch PL, Lundelius EL (2016) Dietary ecology of Pleistocene camelids: Influences of climate, environment, and sympatric taxa. Palaeogeogr Palaeoclimatol Palaeoecol 461:389\u0026ndash;400. https://doi.org/10.1016/j.palaeo.2016.08.036 \u003c/li\u003e\n\u003cli\u003eZimmer-Dauphinee J, Scaffidi BK, Tung TA (2020) Andean isoscapes: Creating and testing oxygen isoscape models to aid in the identification of missing persons in Peru. In: Parra RC, Zapico SC, Ubelaker DH (eds) Forensic Science and Humanitarian Action: Interacting with the Dead and the Living. Wiley, Hoboken, NJ 2019. \u0026ldquo;A Look to the North and South: Camelid Herding Strategies in the Desert Coast of Peru.\u0026rdquo; In \u003cem\u003eDesert Archaeology\u003c/em\u003e, edited by Camila Alday and Sara Morrisset. Vol. 34.1. Archaeological Review from Cambridge. Cambridge, UK.\u003c/li\u003e\n\u003c/ol\u003e"},{"header":"Table 1","content":"\u003cp\u003eTable 1 is available in the Supplementary Files section.\u003c/p\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"archaeological-and-anthropological-sciences","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"aasc","sideBox":"Learn more about [Archaeological and Anthropological Sciences](http://link.springer.com/journal/12517)","snPcode":"12520","submissionUrl":"https://submission.nature.com/new-submission/12520/3","title":"Archaeological and Anthropological Sciences","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"Wari Empire, zooarchaeology, stable isotope analysis, camelids, central Andes","lastPublishedDoi":"10.21203/rs.3.rs-8099994/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8099994/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"Human-camelid interactions and pastoral practices have helped shape social, political, and economic lifeways throughout the history of the Central Andes. However, the methods by which humans managed and utilized camelids in the central highlands during the Middle Horizon (600-1000 CE)–and how those subsistence strategies reflect negotiations between Andean vertical ecologies, local communities, and the expanding Wari Empire–remain unclear. This study employed a life history approach using sequential stable carbon and oxygen isotope analysis from camelid enamel samples recovered from Auquimarca, a highlands burial site in the Lower Mantaro River Valley, Department of Junín, Peru, to understand the role camelids had in society and the subsistence strategies of people living amid Wari imperial influence in the region. Among the 32 camelids (n=235 enamel carbonate samples) studied, the observed δ13C and δ18O values indicate that the camelids were likely managed using different flexible pastoral strategies, including grazing on naturally-available C3 plants in the puna (3850-4700 masl), receiving maize fodder closer to human settlements in the Mantaro River Valley’s fertile kichwa (3100 – 3850 masl), or a seasonal rotation between these environments to utilize resources available at different points during the year. δ13C and δ18O variation within the lives of certain camelids suggest involvement in long-distance trade networks or camelid caravans, possibly related to broader trade systems in the region and Wari sphere of influence. These results are important for understanding how Wari influence impacted communities in distant and remote parts on the edge of an Andean empire. 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