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Unraveling Island Economies through Organic Residue Analysis: The Case of Mocha Island (Southern Chile)

Published online by Cambridge University Press:  12 March 2024

Javier A. Montalvo-Cabrera*
Affiliation:
BioArCh, Department of Archaeology, University of York, United Kingdom
André C. Colonese
Affiliation:
Departament de Prehistoria, Institut de Ciència i Tecnologia Ambientals (ICTA), Universitat Autònoma de Barcelona, Spain
Roberto Campbell
Affiliation:
Escuela de Antropología, Pontificia Universidad Católica de Chile, Santiago, Chile
Helen M. Talbot
Affiliation:
BioArCh, Department of Archaeology, University of York, United Kingdom
Alexandre Lucquin
Affiliation:
BioArCh, Department of Archaeology, University of York, United Kingdom
Marjolein Admiraal
Affiliation:
BioArCh, Department of Archaeology, University of York, United Kingdom
Gabriela Palma
Affiliation:
Independent researcher
Oliver E. Craig
Affiliation:
BioArCh, Department of Archaeology, University of York, United Kingdom
*
Corresponding author: Javier A. Montalvo-Cabrera; Email: [email protected]
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Abstract

Biophysical conditions played a fundamental role in early human colonization of insular territories, particularly in food-producing societies dealing with limited resources and the challenges of maintaining a sustainable carrying capacity. Studies on past human colonization of small oceanic islands thus offer insights into economic plasticity, ecological impacts, and adaptation of early food-producing groups. On the coast of southern Chile, early evidence is dated to 950 cal BP of island colonization by coastal populations with mainland subsistence systems based on the exploitation of marine resources, along with gathering, managing, and cultivating plants and hunting terrestrial animals. Strikingly, the extent to which these mixed economies contributed to insular colonization efforts is largely unknown. Here we used organic residue analysis of ceramic artifacts to shed light on the subsistence of populations on Mocha Island in southern Chile. We extracted and analyzed lipids from 51 pottery sherds associated with the El Vergel cultural complex that flourished in southern Chile between 950 and 400 cal BP. Chemical and stable isotope analysis of the extracts identified a range of food products, including C3 and C4 plants and marine organisms. The results reveal the central role of mixed subsistence systems in fueling the colonization of Mocha Island.

Resumen

Resumen

Las condiciones biofísicas desempeñaron un papel fundamental en la temprana colonización humana de territorios insulares, sobre todo en sociedades productoras de alimentos que se enfrentaban a recursos limitados y a los desafíos de mantener una capacidad de carga sostenible. Los estudios sobre la colonización humana de pequeñas islas oceánicas en el pasado ofrecen, por lo tanto, información sobre la plasticidad económica, los impactos ecológicos y la adaptación de los primeros grupos productores de alimentos. En la costa del sur de Chile, los primeros indicios de colonización de islas datan de hace 950 años cal aP por parte de poblaciones costeras con sistemas de subsistencia en tierra firme basados en la explotación de los recursos marinos, además de la recolección, manejo y cultivo de plantas, y la caza de animales terrestres. Sorprendentemente, se desconoce en qué medida estas economías mixtas contribuyeron a los esfuerzos de colonización insular. En este trabajo, empleamos el análisis de residuos orgánicos de artefactos cerámicos para elucidar la subsistencia de las poblaciones de la isla Mocha, en el sur de Chile. Extrajimos y analizamos lípidos de 51 fragmentos cerámicos asociados al complejo cultural El Vergel, que se desarrolló en el sur de Chile entre 950 y 400 años cal aP. El análisis químico y de isótopos estables de los extractos identificó una serie de productos alimenticios, incluyendo plantas C3 y C4, así como organismos marinos. Los resultados revelan el papel central de los sistemas mixtos de subsistencia en el impulso de la colonización de la isla Mocha.

Type
Article
Creative Commons
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Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press on behalf of Society for American Archaeology

The socioecological drivers of early human colonization of oceanic islands have been the subject of a contentious debate in archaeology (Braje et al. Reference Braje, Leppard, Fitzpatrick and Erlandson2017; Terrell Reference Terrell2023). Insular biogeographic conditions, distance from mainland enclaves, seafaring technology, and the flexibility of a subsistence economy were some of the interplaying factors conditioning island-colonization efforts (Crowther et al. Reference Crowther, Faulkner, Prendergast, Morales, Horton, Wilmsen and Kotarba-Morley2016; Leppard Reference Leppard2014; O'Connor et al. Reference O'Connor, Mahirta, Kealy, Boulanger, Maloney, Hawkins and Langley2019; Takamiya Reference Takamiya2006). Over the preceding several decades, genetic, archaeological, and linguistic studies have increased our understanding of these processes in regions such as the west and northeast Pacific Ocean (Horsburgh and McCoy Reference Horsburgh and McCoy2017; Lepofsky et al. Reference Lepofsky, Smith, Cardinal, Harper, Morris, White and Bouchard2015; McFadden et al. Reference McFadden, Richard Walter and Oxenham2021; Potter and White Reference Potter and White2009; Walworth Reference Walworth2014). Despite extensive archaeological research along the western coast of South America (Beresford-Jones et al. Reference Beresford-Jones, Pullen, Chauca, Cadwallader, García, Salvatierra and Whaley2018; King et al. Reference King, Millard, Gröcke, Standen, Arriaza and Halcrow2018; Reyes et al. Reference Reyes, Méndez, Román, Belmar and Nuevo-Delaunay2022; Stothert et al. Reference Stothert, Piperno and Andres2003), large geographic areas of the Chilean coast remain poorly understood.

On the Pacific coast of South America, the productive Humboldt upwelling system (3°24′S–54°55′S) has sustained coastal adapted populations since the Late Pleistocene. Throughout the Holocene, coastal communities developed mixed economies with distinct degrees of reliance on marine and terrestrial-based resources (Dillehay et al. Reference Dillehay, Tham, Vázquez, Goodbred, Chamberlain and Rodríguez2022; Knudson et al. Reference Knudson, Peters and Cagigao2015; Pearsall et al. Reference Pearsall, Duncan, Chandler-Ezell, Ubelaker and Zeidler2020). In southern Chile the intensification of food production during the Late Ceramic period (950–400 cal BP) led to sedentarism and a remarkable demographic upsurge (Campbell and Quiroz Reference Campbell and Quiroz2015). During this time, farming groups from the El Vergel cultural complex migrated and permanently settled on small offshore islands (Campbell Reference Campbell2015; Campbell and Quiroz Reference Campbell and Quiroz2015). From here, the occupation of Mocha Island, the largest, most isolated island, lying 35 km offshore, is an intriguing case. The proliferation of El Vergel residential sites and the construction of monumental architecture by a large workforce seem to suggest that a dense, complex, and permanently settled society was established here (Campbell Reference Campbell2015; Campbell and Pfeiffer Reference Campbell and Pfeiffer2017). However, Mocha Island's biogeographic characteristics denote limited terrestrial resources, making for unsuitable conditions for supporting large groups of people (Campbell Reference Campbell2015; Pefaur and Yáñez Reference Pefaur and Yáñez1980).

The translocation of domestic plants and tamed camelids is argued to have been a prerequisite for the permanent settlement of Mocha Island by the El Vergel groups (Becker Reference Becker, Quiroz and Sánchez1997a; Campbell Reference Campbell2015; Godoy-Aguirre Reference Godoy-Aguirre2018; Roa et al. Reference Roa, Silva and Campbell2015, Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). Preliminary results on lipid distributions extracted from Mocha Island pottery fragments indicated a preferential use of terrestrial resources, including the exploitation of terrestrial animals (Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). Carbon (δ13C) and nitrogen (δ15N) stable isotope analyses of El Vergel individuals from Mocha Island suggest a diet largely based on terrestrial resources with only a low contribution of marine proteins (Campbell et al. Reference Campbell, Santana-Sagredo, Munita, Mera, Massone, Andrade, Sánchez and Márquez2020). The results clearly show the predominance of a mixed diet. 13C enrichment in the individuals is attributed to the consumption of locally cultivated maize (Campbell et al. Reference Campbell, Santana-Sagredo, Munita, Mera, Massone, Andrade, Sánchez and Márquez2020), while marine resources are claimed to have played a marginal role in the foodways and adaptive process of El Vergel farmers—despite the island's location within one of the most productive upwelling systems of the world (Campbell et al. Reference Campbell, Santana-Sagredo, Munita, Mera, Massone, Andrade, Sánchez and Márquez2020; Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021).

Attributing human bone collagen 13C enrichment to the sustained consumption of C4 plants such as maize is problematic when marine resources are involved because of the possible overlapping of δ13C values (Corr et al. Reference Corr, Sealy, Horton and Evershed2005). Moreover, mollusk remains were found at every residential site on Mocha Island, along with marine mammal and fish bones; in some cases, they outnumbered terrestrial animal remains (Power Reference Power2013; Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). The identification of net sinkers and fishing hooks in some sites indicates the use of specialized technology for exploiting local marine resources (Martínez Reference Martínez2013, Reference Martínez2015; Quiroz and Sánchez Reference Quiroz, Sánchez and Massone Mezzano2005). The clear evidence for the use of marine commodities and the possible methodological biases suggest that the role of marine products in El Vergel farmers’ foodways on Mocha Island is not well understood and needs further assessment.

Here we present the first organic residue analysis from the Pacific coast of South America using single-compound stable carbon isotope composition and molecular evidence extracted from pottery sherds to evaluate the use of marine resources by El Vergel coastal farmers settling on Mocha Island. This analysis enabled us to assess local foodways, the use pottery might have had for processing marine resources, and whether this reflects the adaptive and socioeconomic strategies developed during Mocha Island's colonization.

Mocha Island: Environmental Setting

Mocha Island is an offshore small insular territory of 52 km2 that is located 35 km from the mainland (Figure 1). It originates as the highest section of an emerging ridge from the continental plaque, continuously rising above sea level for the last 6,000 years (Melnick et al. Reference Melnick, Sánchez, P. Echtler and Pineda2003; Nelson and Manley Reference Nelson and Manley1992). It comprises two main mountain ranges of 390 m asl and is covered by a dense evergreen forest that is surrounded by a coastal plain of beaches and meadows (Bahlburg and Spiske Reference Bahlburg and Spiske2015; Prieto Reference Prieto, Quiroz and Sánchez1997). Annual precipitation of around 1,350 mm forms small rivers and lakes supplying the island with fresh drinkable water (Pefaur and Yáñez Reference Pefaur and Yáñez1980; Prieto Reference Prieto, Quiroz and Sánchez1997).

Figure 1. (A) Mocha Island in South America; (B) archaeological sites at Mocha Island; (C) Mocha Island facing the coast of Chile.

The composition of its flora has remained relatively unchanged for the last 2,000 years: it is mainly dominated by evergreen species such as Aextoxicon punctatum, Drimys winteri, and Azara lanceolata and a variety of Myrtaceae (Lequesne et al. Reference Lequesne, Villagrán and Villa1999). This landscape also contains a range of wild edible plants, mainly Aristotelia chilensis (Chilean wineberry), Fragaria chiloensis (Chilean strawberry), Rubus geoides (wild raspberry), Gevuina avellana (Chilean hazelnut), and Madia sativa (Roa et al. Reference Roa, Silva and Campbell2015, Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021).

The native fauna comprised various small rodents, birds, reptiles, and amphibian species; no large terrestrial mammals were present before the translocation of mainland animals by humans (Pefaur and Yáñez Reference Pefaur and Yáñez1980; Reiche Reference Reiche1903; Saavedra et al. Reference Saavedra, Quiroz and Iriarte-Diaz2003). Local marine fauna are abundant and include mollusks, crustaceans, marine mammals, and different fish species (Báez Reference Báez, Quiroz and Sánchez1997; Gálvez Reference Gálvez, Quiroz and Sánchez1997; Rebolledo Reference Rebolledo2013; Reiche Reference Reiche1903).

The El Vergel Cultural Complex and Pottery Production

The El Vergel cultural complex consisted of farming groups that cultivated domestic crops, tamed wild animals, and engaged in hunting-and-gathering practices (Becker Reference Becker, Quiroz and Sánchez1997b; Contreras et al. Reference Contreras, Quiroz, Sánchez and Caballero2005; Roa et al. Reference Roa, Daniela Bustos and Campbell2018). The main characteristic element of the El Vergel cultural complex is its pottery. Decoration using red or black geometric motifs over a white slip surface is a distinctive feature of the El Vergel pottery found in funerary contexts (Adán et al. Reference Adán, Mera, Uribe, Alvarado and Massone Mezzano2005; Aldunate Reference Aldunate and Hidalgo1989; Bahamondes et al. Reference Bahamondes, Silva and Campbell2006). Large ceramic containers were common, some of which functioned as funerary urns; however, these containers were also found in residential settings (Bullock Reference Bullock1970; Gordon Reference Gordon1978; Navarro and Aldunate Reference Navarro and Aldunate2002). Ethnographic investigations within the Mapuche people, descendants of the El Vergel cultural complex, described the use of similar large containers for culinary purposes, mainly the storage and preparation of fermented maize or wheat beverages known as chicha or muday (Alvarado Reference Alvarado1997). Other types, such as nondecorated monochrome vessels and pots with a red slip surface, are frequently found in residential sites (Adán et al. Reference Adán, Mera, Uribe, Alvarado and Massone Mezzano2005; Quiroz Reference Quiroz2001). These pots correspond to various vessel types such as jars, cooking pots, mugs, and dishes, presenting specific morphological characteristics that denote a long-standing pottery tradition in southern Chile (Adán et al. Reference Adán, Mera, Uribe, Alvarado and Massone Mezzano2005; Aldunate Reference Aldunate and Hidalgo1989; Dillehay Reference Dillehay1990; López Reference López2017; Palma Reference Palma2013).

On Mocha Island, diagnostic elements found in residential sites confirm the presence of the El Vergel cultural complex (Campbell Reference Campbell, Sanhueza, Troncoso and Campbell2020; Campbell and Pfeiffer Reference Campbell and Pfeiffer2017; Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). Its population comprised autonomous communities with equal access to local and exotic resources (Campbell Reference Campbell, Sanhueza, Troncoso and Campbell2020). Camelids or chilihueque, the name for local guanaco (Lama guanicoe), were translocated from the mainland and exploited at every residential site for fur and meat (Becker Reference Becker, Quiroz and Sánchez1997a; Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021; Westbury et al. Reference Westbury, Prost, Seelenfreund, Ramírez, Matisoo-Smith and Knapp2016). Domesticated crops, specifically quinoa (Chenopodium quinoa), maize (Zea mays), and beans (Phaseolus vulgaris), were cultivated along with gathering wild local plants (Roa et al. Reference Roa, Silva and Campbell2015, Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021; Rojas and Cardemil Reference Rojas and Cardemil1995). The presence of mollusks, marine birds and mammals, and fish remains at every residential site confirms generalized access to coastal foraging, hunting, and fishing, mainly nearshore fishing (Gálvez Reference Gálvez, Quiroz and Sánchez1997; Martínez Reference Martínez2014, Reference Martínez2015; Power Reference Power2013; Rebolledo Reference Rebolledo2013; Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021).

Materials and Methods

We selected 51 pottery sherds chronologically associated with the Late Ceramic period from three residential sites located at different points of the island (Table 1). These sherds comprised polished, smoothed, and eroded monochrome pottery fragments from the rim, neck, body, and base (Supplemental Table 1). Only samples with a thickness greater than 7.25 mm were selected. The identification of soot marks in some of them potentially indicates their exposure to fire. Based on these characteristics, the selected fragments likely represent cooking pots and large containers, mainly used for processing food resources (Albán et al. Reference Albán, Palma and Delgado2013).

Table 1. 14C Dates from Associated Material.

Source: Data from Campbell and Pfeiffer (Reference Campbell and Pfeiffer2017:Supplemental Tables 10–15).

To obtain molecular and δ13C references of local resources, cooking experiments were conducted using seven nontempered replica vessels (Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020; see Supplemental Table 2 and Supplemental Text 1). Each commodity was cooked in a specific container, with no mixing between resources.

Organic Residues Analysis

A small section of the inner surface of the 51 pottery fragments was cleaned before drilling 2–3 mm into the potsherds to obtain 1 g of pottery powder for acid extraction (AE). A one-step acidified methanol protocol was followed (Craig et al. Reference Craig, Hayley Saul, Lucquin, Nishida, Taché, Clarke and Thompson2013). A blank was included as a control to assess contamination throughout the extraction process. An internal standard (n-tetratriacontane (C34): 10 μg) was incorporated in each tube. Methanol (4 mL) and sulphuric acid (800 μL) were added and the mixture was subsequently sonicated and centrifuged before being placed on a heating block for four hours at 70°C. Three successive extractions using n-hexane allowed the lipids’ separation before their neutralization using potassium carbonate. Subsequently, lipids were concentrated and resuspended in n-hexane at appropriate dilution for gas chromatography-mass spectrometry (GC-MS) analysis. An internal standard (n-hexatriacontane (C36): 10 μg) was added at the end of the extraction to infer lipid yield and concentration.

Another 1 g was prepared from nine potsherds and subjected to solvent extraction (SE). The extraction procedure followed a protocol similar to that described by Colonese and coworkers (Reference Colonese, Lucquin, Guedes, Thomas, Best, Fothergill and Sykes2017). Lipids were extracted by sonication from the ceramic powder using dichloromethane:methanol DCM:MeOH 2/1 v/v three times. A blank was also prepared to assess contamination. After the centrifugation, the liquid fraction was transferred into clean and labeled hydrolysis vials, and their content was evaporated to complete dryness under a gentle stream of nitrogen. One aliquot of the sample was resuspended in 50 μl of n-hexane and derivatized by adding four drops of N, O-bis (trimethylsilyl) trifluoroacetamide with 1% trimethylchlorosilane (BSTFA+TMCS, 99:1). Samples were placed on a heating block for one hour at 70°C and then dried under a gentle stream of nitrogen. Subsequently, samples were resuspended in n-hexane for their analysis by GC-MS.

Seven acid extracted samples were also derivatized with BSTFA+TMCS, 99:1, to identify very long-chain fatty alcohols. Samples were transferred from their respective GC-vial inserts by adding 100 μl of n-hexane into each vial and transferring it into a clean hydrolysis vial (x3). Samples were dried and resuspended in 50 μl of hexane, and four drops of BSTFA+TMCS, 99:1, and a flush of nitrogen were added before they were placed on a heating block at 70°C for one hour. Samples were concentrated and then transferred to a new GC-vial with a conical insert for their analysis within 48 hours.

Around 1 g of pottery powder was obtained from each of the seven replica vessels used in the cooking experiments. An extraction protocol using acidified methanol was also followed.

Lipid extracts were screened and quantified using an Agilent 7890B high-temperature gas chromatograph (Agilent Technologies, Cheadle, Cheshire, UK) equipped with a flame ionization detector (HT-GC-FID). A 100% Dimethylpolysiloxane DB-1 column (15 m × 320 μm × 0.1 μm; J&W Scientific, Folsom, California, USA) was used. A splitless injector was used to inject 1 μL of acid-extracted samples into the GC at 300°C. The carrier gas was helium, with a constant flow rate of 2 mL min-1. The temperature of the oven was set at 100°C for two minutes and then increased to 20°C min-1 up to 325°C, holding for three minutes.

A splitless injection was also used to inject 1 μL of solvent-extracted samples at 350°C. The temperature of the oven was set at 50°C for two minutes and then increased 10°C min-1 up to 375°C, settling for 10 minutes.

Acid-extracted and solvent-extracted samples were analyzed using an Agilent 7890A series chromatograph attached to an Agilent 5975C inert XL mass selective detector with a quadrupole mass analyzer (Agilent Technologies). The column used was a methylpolysiloxane (5%-phenyl) DB-5ms (30 m × 0.25 mm × 0.25 μm; J&W Scientific). Samples were injected (1 μL) using a splitless injector at 300°C. Helium was used as the carrier gas, at a constant flow rate of 2 mL min-1. The temperature of the oven was set at 50°C for two minutes and then rose 10°C min-1 to 325°C, where it settled for 15 minutes. The mass spectrometer ionization energy was 70 eV, obtaining a spectrum by scanning ions between m/z 50 and 800.

Preliminary results using HT-GC-FID indicated the possible presence of triacylglycerols in some samples (Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). We used high-temperature gas chromatography-mass spectrometry (HT-GC-MS) to assess their presence in the pots. TMS solvent extracts were analyzed using a Perkin Elmer Clarus 690 gas chromatograph coupled to a SQ8-T mass spectrometer. The column was a DB5-HT column (30 m × 0.25 mm × 0.1 μm). Helium was used as the carrier gas at a constant flow rate of 1mL min-1. The temperature of the oven was set at 50°C for two minutes and then increased to 10°C min-1, reaching a maximum temperature of 375°C held for 15 minutes.

The identification of isoprenoid acids and ω-(o-alkylphenyl) alkanoic acids (APAAs) as aquatic biomarkers was performed using a GC-MS equipped with a 50% cyanopropyl-methylpolysiloxane DB-23 column (60 m × 0.25 mm × 0.25 μm; J&W Scientific) as in the study by Shoda and coworkers (Reference Shoda, Lucquin, Ahn, Hwang and Craig2017). A splitless injector was used to inject 1μL of the acidified methanol extracts into the GC at 300°C. Helium was used as the carrier gas, with a flow rate of 1.5 mL min-1. The temperature of the oven was set at 50°C for two minutes and then rose 10°C min-1 to 100°C, after which it increased 4°C min-1 up to 140°C then 0.5°C min-1 up to 160°C, and finally by 20°C min-1, reaching 250°C where it settled for 20 minutes. The mass spectrometer was operated in single ion monitoring (SIM) mode to achieve higher sensitivity of target compounds. Selected ions allowed the identification of the three main isoprenoid acids (m/z 74, 101, 171, and 326 for phytanic acid; m/z 74, 88, 101, and 312 for pristanic acid; and m/z 74, 87, 213, and 270 for 4, 8, 12-trimethyltridecanoic acid [4, 8, 12-TMTD]), and APAAs of carbon length C16–C22 (m/z 74, 105, 262, 290, 318, 346).

MSD Chemtation F.01.03.2357 software was used to compute the GC-MS results. Compounds were identified according to retention time and mass spectrum and by comparison with the National Institute of Standards and Technology (NIST) library. Peaks were integrated using Agilent Mass Hunter Quantitative Analysis software version B.07.01/ Build7.1.524.0 for GC-MS.

GC-c-IRMS and Single-Compound δ13C Analysis

We selected 49 samples for δ13C analysis of the main alkanoic acids—C16:0 and C18:0—based on a minimal alkanoic acid quantity needed for injection. These samples were analyzed using a Delta V Advantage Isotope Ratio Mass Spectrometer (Thermo Fisher Scientific, Bremen, Germany), coupled to a Trace Ultra 1310 Gas Chromatograph (Thermo Fisher) with a GC IsoLink II interface (with a CuO combustion reactor held at 850°C). The column was an ultra-inert fused-silica DB-5 ms UI (60 m × 0.25 mm × 0.25 μm; J&W Scientific), into which 1 μl of each sample was injected for analysis. Ultra-high-purity grade helium was used as the carrier gas with a flow rate of 2 mL min-1, from which a small part of the flow was diverted to an ISQ mass spectrometer (Thermo Fisher) for parallel acquisition of molecular data. The temperature of the oven was set at 50°C for 0.5 min, and then increased 25°C min-1 to 175°C and then 8°C min-1 until it reached 325°C and then settled for 20 minutes.

Eluted compounds were ionized in the mass spectrometer through electron impact. The intensities of ions m/z 44, 45, and 46 were recorded to automatically compute the 13C/12C ratios of each peak in the extracts. The software used for the computation were Isodat (Thermo Fisher Scientific) and LyticOS (Isoprime, Cheadle, UK). Computation was based on the comparison with the repeatedly measured standard reference gas (CO2). Calculated δ13C values are presented in parts per mil (‰), relative to the Vienna PeeDee Belemnite (V-PDB) international standard.

Batches were calibrated using a linear calibration curve (average R2 = 0.996 ± 0.002 in 16 batches) based on expected versus measured δ13C values of n-alkanes and n-alkanoic acid esters from international standards (Indiana A7 and F8-3 mixtures). The accuracy of the instrument was determined on n-alkanoic acid methyl esters of known isotopic composition (Indiana F8-3, 18 measurements). The mean and standard deviation of these compounds were −29.89 ± 0.1‰ for C16:0 (reported mean value vs, V-PDB −29.90 ± 0.03‰) and −23.41 ± 0.06‰ for C18:0 (reported mean value vs. V-PDB −23.24 ± 0.13‰). The precision was based on a laboratory standard mixture regularly injected between samples (108 measurements). Alkanoic acids mean ± SD values were −30.70 ± 0.15‰ for C16:0 methyl ester and −26.44 ± 0.15‰ for C18:0 methyl ester. After this analysis, values were corrected for the methylation of the alkanoic acids that occurred during acid extractions. Corrections were performed using a mass balance formula to compare the values with a standard mixture of C16:0 and C18:0 fatty acids of known isotopic composition, which was already included in each batch during the acid extractions. Modern references were adjusted according to the atmospheric δ13C variations between the Early Holocene Epoch and the present to better interpret the archaeological data (Hellevang and Aagaard Reference Hellevang and Aagaard2015).

Results

Lipid concentrations from the acid extracted fraction ranged from 3 to 360 μg g-1, with a mean of 57.4 μg g-1. Only one sample (P25-1.19) yielded lipids below the interpretable limit of >5 μg g-1 (Evershed Reference Evershed2008) and was excluded from further analysis (Supplemental Table 3). Lipid profiles exhibited a mixture of aliphatic compounds comprising a distribution of saturated fatty acids (C8:0–C30:0), monounsaturated fatty acids (C14:1–C24:1), fatty alcohols (C12–C32), α, ω-dicarboxylic acids (C8–C14), and branched and linear fatty acids C15:0 and C17:0. Overall, from the lipid distributions and biomarker identification it was possible to distinguish between the processing of aquatic and plant commodities in the El Vergel pots.

The El Vergel Pottery and Its Use for Processing Aquatic Organisms

Four El Vergel pots (8%) had a full range of aquatic biomarkers comprising at least one of the three main isoprenoid acids (4, 8, 12-trimethyltridecanoic acid, pristanic, or phytanic acid), and a homologous series of C18, C20, and, in one sample, C22 APAAs. These biomarkers are established indicators for the processing of aquatic resources (Evershed et al. Reference Evershed, Mark S, Copley and Hansel2008; Lucquin et al. Reference Lucquin, Colonese, Farrell and Craig2016). APAAs are only formed by the protracted heating ⩾ 200°C of C18:x, C20:x, and C22:x unsaturated fatty acids that are found in plants and terrestrial animals but mainly in aquatic commodities (Supplemental Figure 1; Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020; Evershed et al. Reference Evershed, Mark S, Copley and Hansel2008; Hansel et al. Reference Hansel, Copley, Madureira and Evershed2004) and therefore must be derived from cooking events. The ratio between the two phytanic acid diastereomers, 3S, 7R, 11R, 15–phytanic acid (SRR), and 3R,7R,11R,15–phytanic acid (RRR), helps discriminate between ruminant and aquatic products. A high contribution of the SRR–diastereomer (i.e., 76% ± 16.6) is likely derived from aquatic animal tissue (Supplemental Table 4; Lucquin et al. Reference Lucquin, Colonese, Farrell and Craig2016). An SRR–phytanic acid diastereomer contribution higher than 70% in three of these four samples further supports an aquatic origin. The absence of freshwater commodities on the Island during the Late Ceramic period likely reflects a marine origin for the aquatic resources.

Molecular Evidence for Terrestrial Commodities

Plant commodities were the most representative resources identified in the El Vergel pots. Nineteen samples (38%) had a distribution of even over odd-numbered very long-chain fatty acids and odd over even-numbered middle- and long–chain alkanes, characteristic of the epicuticular wax of plant leaves and stems (Diefendorf et al. Reference Diefendorf, Freeman, Wing and Graham2011; Dove and Mayes Reference Dove and Mayes2006; Dunne Reference Dunne2021). Very long-chain fatty alcohols with an even over odd-numbered carbon chain distribution, characteristic of plant commodities (Dove and Mayes Reference Dove and Mayes2006), and plant sterols were identified in several samples.

Several pots (n = 16, 32%) contained APAAs with 18 carbon atoms (APAA-C18) but lacked the C20 and C22 ω-(o-alkylphenyl) alkanoic acids. APAA-C18 can form from a wide range of plant and animal products, but the distribution of isomers (A-I) can provide further discrimination (Supplemental Figure 2; Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020). Samples in Figure 2 had an APAA-C18 E/H isomer ratio, possibly reflecting (1) cereals, fruits, and non-leafy vegetables; (2) terrestrial and aquatic animals; and (3) leafy plants (Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020; Dolbunova et al. Reference Dolbunova, Lucquin, McLaughlin, Bondetti, Courel, Oras and Piezonka2023). Mixing cereals, fruits, and non-leafy vegetables with leafy plants may produce an intermediate E/H ratio similar to an animal origin (Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020). Only one of six samples with intermediate E/H values had a complete set of aquatic biomarkers; the rest lacked any evidence for processing aquatic or terrestrial animal products. The identification of plant epicuticular wax lipid distributions in four of these samples might indicate a plant origin.

Figure 2. Boxplots of the APAA–C18 E/H ratio of Mocha Island samples. Black circles represent samples with a full set of aquatic biomarkers. The black triangles are samples showing 13C enrichment of their residues consistent with a C4 origin. Black square, asterisks, and diamonds correspond to modern references for Chilean hazelnut, maize, and quinoa, respectively. References are based on Bondetti and others (Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020) and this study (see Supplemental Table 5).

Three samples with a full set of aquatic biomarkers had high APAA-C18 E/H ratios similar to those found in heated local reference samples of cereals, fruits, and non-leafy vegetables (Figure 2). This evidence may indicate the use of aquatic and plant products in the same container.

A palmitic over stearic acid ratio (P/S) ⩽ 1 identified in 46% of the samples may indicate that terrestrial animals were exploited in the El Vergel pots (Romanus et al. Reference Romanus, Jeroen Poblome, Anja Luypaerts, Vos and Waelkens2007). However, the higher solubility of C16:0 compared to C18:0 may alter the P/S ratio in animal tissue (Whelton et al. Reference Whelton, Hammann, Cramp, Dunne, Roffet-Salque and Evershed2021). Monoacylglycerols and diacylglycerols were present in a small number of solvent-extracted samples, whereas no triacylglycerols were identified. A distribution of C15:0 and C17:0 branched and linear fatty acids was found in most of the El Vergel samples. Their presence is associated with bacterial lipids from the rumen of polygastric animals (Evershed et al. Reference Evershed, Dudd, Copley, Berstan, Stott, Mottram, Buckley and Crossman2002). However, they can also be linked to soil bacteria contamination, making them unspecific to ruminant fat (Dudd et al. Reference Dudd, Regert and Evershed1998). An SRR-diastereomer contribution below aquatic values may indicate the processing of ruminants in only one El Vergel pot (Lucquin et al. Reference Lucquin, Colonese, Farrell and Craig2016). Cholesterol was detected in some samples in small amounts; however, we cannot ascertain its archaeological origin due to the absence of clear bio-hydrogenated and oxidation derivatives (Hammann et al. Reference Hammann, Cramp, Whittle and Evershed2018).

Single-Compound Stable Carbon Isotope Analysis

To further identify the commodities' origin, we measured the stable carbon isotope values of the palmitic (δ13C16:0) and stearic (δ13C18:0) alkanoic acids extracted from the pots and then compared these values to modern and archaeological references of marine, C3 plants, maize, and ruminant animals, including South American camelid Lama glama (Supplemental Tables 6 and 7).

Most pots (74%) had δ13C16:0 and δ13C18:0 values plotting within the ranges for C3 plants. Three of the four samples showing a complete set of aquatic biomarkers were more depleted in 13C relative to marine references, plotting close to C3 plant values (Figure 3). The E/H ratios of these samples coincided with the use of cereals, fruits and non-leafy vegetables, probably indicating that plants and aquatic products were used in these pots.

Figure 3. Scatterplot of compound-specific δ13C analysis of the main alkanoic acids (X-axis = δ13C16:0; Y-axis = δ13C18:0) extracted from the El Vergel pots. Blue circles indicate the four samples with a full range of aquatic biomarkers. The red circles highlight samples with a high APAA-C18 E/H associated with cereals, fruits, and non-leafy vegetables (Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020). The 68% confidence ellipses are based on reference values published in the literature and from this study (see Supplemental Tables 6 and 7). (Color online)

It is likely that maize was processed in some pots with high δ13C values relative to C3 plant references (Figure 3). Extracts from these pots had high APAA-C18 E/H ratios coinciding with cereals, fruits, and non-leafy vegetables; a high P/S ratio; and a fatty alcohol distribution characteristic of plant commodities. The identification of C32 alcohol in a high relative abundance can be associated with panicoid grasses like maize (Reber and Evershed Reference Reber and Evershed2004). Although C32 was found in low abundance in one sample, its association with panicoid plants is debatable (Supplemental Figure 3). The different δ13C values in these samples might indicate the incorporation of other commodities, possibly C3 plants, in varying proportions.

Nine samples had Δ13C(C18:0–C16:0) offsets coinciding with ruminant carcass fat references (Copley et al. Reference Copley, Berstan, Dudd, Docherty, Mukherjee, Straker, Payne and Evershed2003; Dolbunova et al. Reference Dolbunova, Lucquin, McLaughlin, Bondetti, Courel, Oras and Piezonka2023). These samples yielded plant lipids and some aquatic biomarkers; however, they lacked compounds typically documented in ruminant fats, such as SRR% <64 and acylglycerol distributions. They possibly reflect the mixing of plant and animal products that can result in low Δ13C(C18:0–C16:0) values (Cramp et al. Reference Cramp, Ethier, Urem-Kotsou, Bonsall, Borić, Boroneanţ and Evershed2019; Hendy et al. Reference Hendy, Colonese, Franz, Fernandes, Fischer, Orton and Lucquin2018; Taché et al. Reference Taché, Jaffe, Craig, Lucquin, Zhou, Wang, Jiang, Standall and Flad2021). To investigate further, we applied a simple linear mixing model based on averaged δ13C values of modern reference endpoints, adopting a progressive 10% increment (Figure 4). The hypothetical mixing lines indicate the possible use of marine and terrestrial animal products or C3 and C4 plants in these pots.

Figure 4. Compound-specific δ13C analysis of Mocha Island samples plotted according to their δ13C16:0 value against Δ13C(C18:0 –C16:0). Blue circles indicate the four samples with a full set of aquatic biomarkers. The red circles highlight the samples with an APAA-C18 E/H ratio associated with cereals, fruits, and non-leafy vegetables (Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020). Average δ13C endpoints were built using modern and archaeological references from published data and this study (see Supplemental Tables 6 and 7). Mixing lines with 10% increments connecting the endpoints were calculated based on the mean relative amount of each alkanoic acid present in the products. Data were gathered from the USDA database. The dashed line indicates a −1.26‰ threshold set for the identification of ruminant carcass fat, as in Dolbunova and colleagues (Reference Dolbunova, Lucquin, McLaughlin, Bondetti, Courel, Oras and Piezonka2023). (Color online)

Discussion

Organic residues from pottery artifacts demonstrated that local marine products were certainly part of the El Vergel farmers’ foodways, which aligns with other evidence of marine resources exploitation on the island, such as faunal remains and fishing gear (fishhooks and net sinkers). This coastal adaptation gave the inhabitants access to a rich source of animal protein, compensating for the lack of large mammals on the island. Together our results highlight the overall importance of marine resources in the region and as a critical component of early island colonization efforts. Coastal adaptation was essential for island colonization and perhaps was more widespread than previously thought, as evidenced in the mainland El Arenal-1 site in Punta Lavapié (Contreras et al. Reference Contreras, Quiroz, Sánchez and Caballero2005).

The single-compound δ13C analysis and more robust molecular evidence allowed us to reinterpret previous results indicating the use of pots for processing terrestrial animal fat (Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). The exploitation of translocated ruminants was underrepresented in the El Vergel pots, contradicting the abundance of camelid remains found on Mocha Island (Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021). According to the chronicles of the first Europeans arriving on Mocha Island and southern Chile, camelids were important for local communities, which would have limited their availability for trading and consumption (Rosales Reference Rosales and Mackenna1877 [1674]:324–325; Van Meurs Reference Van Meurs1993; Van Noort [1600] quoted in Ijzerman Reference Ijzerman1926:57–58). Their exploitation as a source of animal protein cannot be ruled out because other culinary practices, such as roasting and drying the meat, were possibly used.

Marine products were processed in the pots alone or mixed with C3 plants. The δ13C values of these samples demonstrate that C3 plants were exploited intensively, given that oily and lipid-rich marine products are likely to increase δ13C values. Our results thus reveal that plants were the basis of the foodways of Mocha Island inhabitants. The use of leaves and stems and non-leafy plants, such as cereals and fruits, and non-leafy vegetables in the pots are concordant with the diversity of plants exploited by local Mocha Island farmers (Godoy-Aguirre Reference Godoy-Aguirre2018; Roa et al. Reference Roa, Silva and Campbell2015). Evidence for the epicuticular wax of leaves and stems was present in most El Vergel pots. The Mapuche people from southern Chile traditionally use the leaves and stems of some plant species found on Mocha Island for medicinal purposes. However, the culinary use of leaves with other commodities such as cereals and animal meat has also been documented in the past, including the preparation of various stews and other local dishes (Gay Reference Gay and Milos2018 [1873]:197; Rosales Reference Rosales and Mackenna1877 [1674]:153–154).

The lipid distribution of grains, seeds, and fruits is characterized by a low abundance of very long-chain fatty acids and alkanes, along with a P/S ratio >1.3 (Dunne Reference Dunne2021; Dunne et al. Reference Dunne, Mercuri, Evershed, Bruni and di Lernia2016). Mixing these products with leaves and stems will likely produce a distribution similar to that seen for plant epicuticular wax, hence overshadowing their presence. The APAA-C18 E/H ratio and δ13C values revealed the exploitation of C3 cereals, fruits, and non-leafy vegetables and their mixing with leafy plants; one may presume that the former group was overshadowed in the pots by the latter. The whole spectrum of cereals, fruits, and non-leafy vegetables may have included domestic and wild plants traditionally used in southern Chile. Chilean wineberry, Chilean strawberries, Chilean hazelnut, and Madia sativa seeds are wild plants used in pottery containers for roasting, preparing alcoholic beverages, and extracting oil (Godoy-Aguirre Reference Godoy-Aguirre2018; Pino Ramos et al. Reference Pino Ramos, Jiménez-Aspee, Theoduloz, Burgos-Edwards, Domínguez-Perles and Oger2019; Schmeda-Hirschmann Reference Schmeda-Hirschmann1995). In the case of domestic plants, this group was dominated by beans, maize, and quinoa. However, chronicles mentioned the consumption of potatoes by Mocha Island inhabitants (Van Meurs Reference Van Meurs1993; Van Noort [1600] quoted in Ijzerman Reference Ijzerman1926:56–58), although this tuber has not yet been identified in the archaeological record of the island.

Quinoa seeds were the most abundant plant remains found at every Mocha Island site (Roa et al. Reference Roa, Martínez, Montalvo-Cabrera, Power, Rebolledo, Colonese, Bustos, Santana-Sagredo and Campbell2021), and quinoa likely comprises a major part of the C3 plant residues found in the pots. Its use in southern Chile was reported since the Early Ceramic period (1550–950 cal BP) from wild-type quinoa managed by hunter-gatherer groups (Adán and Mera Reference Adán and Mera2011; Campbell and Quiroz Reference Campbell and Quiroz2015; Roa et al. Reference Roa, Daniela Bustos and Campbell2018). Its ability to adapt to different environments without much maintenance investment may have facilitated its early management and incorporation into local foodways (Planella Reference Planella2019).

The recent arrival of maize on Mocha Island and southern Chile (around 950 BP) would have required a period of experimentation and adaptation to the local temperate conditions. This might have influenced the degree to which the El Vergel farmers exploited maize; it was possibly restricted to the production of fermented beverages. The two pots used for processing maize likely also included C3 plants. The different Δ13C offsets between the two samples possibly indicate the mixing of maize with C3 plants with varying proportions of C16:0 and C18:0 alkanoic acids. Incorporating other starchy plants into the pot may have enhanced the fermentation process for producing maize-based beverages (Arriaza et al. Reference Arriaza, Ogalde, Chacama, Standen, Huaman, Villanueva, Aravena, Méndez-Quiros and Tapia2016). From the residue data, we can argue that maize was not consumed as a staple food by Mocha island farmers; otherwise, we would expect more samples showing high δ13C values, possibly with a negative Δ13C offset due to the mixing of C3 and C4 plants, as indicated by our simple linear model. Therefore, we suggest that the high δ13C and relatively low δ15N values for human bone collagen described in previous studies might not necessarily represent a preferential consumption of maize over aquatic resources. Low trophic-level marine organisms such as mollusks might also have been preferentially consumed, an interpretation supported by the faunal evidence from the island.

Conclusion

The permanent settlement of Mocha Island by the El Vergel farmers required the translocation of domestic crops and tamed animals. Previous studies referred to the exploitation of marine resources as only a secondary activity and stressed the continuity of farming to support the dense populations on the island. Our organic residue analysis revealed that the El Vergel pottery of Mocha Island was mainly used for exploiting plant commodities and marine products. Plant commodities were the basis of the local diet; however, maize was not a staple and might have been mainly destined for the production of fermented beverages. Plant products were mixed with aquatic resources, although different types of plants were also simultaneously exploited. Marine commodities were a source of animal protein and may have compensated for the limited availability of terrestrial animal products during certain seasons and complemented the exploitation of translocated ruminants.

The use of pottery indicates that local and translocated resources were an important part of the foodways of the El Vergel coastal farmers from Mocha Island. Local marine resources complemented translocated domestic plant commodities such as maize and quinoa, sustaining a mixed economy where farming, coastal foraging, hunting, and fishing were practiced. Perhaps it was only when this mixed economy developed that the dense populations could be supported on Mocha Island following its settlement by the El Vergel farmers. More studies focusing on mainland sites are needed to characterize better the foodways and socioeconomic strategies of the El Vergel farmers inhabiting coastal and inland areas.

Acknowledgments

Archaeological potsherds and maize kernels were analyzed under the permit ORD No. 2477 and decree CVE 2292672 issued by the Consejo de Monumentos Nacionales de Chile and the Ministerio de las Culturas, las Artes y el Patrimonio de Chile. We want to thank the Department of Archaeology, University of York, for funding this research. We are grateful for the staff and students from BioArch, University of York, and especially Matthew Von Tersch and Jasmine Lundy for their unconditional support. Professor Guillermo Schmeda-Hirschmann from the Universidad de Talca, Chile, provided valuable guidance on local flora. FONDECYT Project No11150397, “Trayectoria socio-política y complejización en la Araucanía septentrional: El Complejo El Vergel en la región de Angol (1000–1550 d.C.).” led by Dr. Roberto Campbell, supplied the archaeological material. FONDECYT Project No1181829, “Monumentos arqueológicos y memorias materiales: Historias andinas de larga duración en Pampa Iluga, Tarapacá (900 AC–1600 DC),” led by Professor Mauricio Uribe, supplied the archaeobotanical references. We are grateful for the support given by the ERC Consolidator project TRADITION, which has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program under Grant Agreement No. 817911. This article contributes to the “María de Maeztu” program for Units of Excellence of the Spanish Ministry of Science and Innovation (CEX2019-000940-M).

Funding statement

This project was funded by the Department of Archaeology, University of York.

Data Availability Statement

Potsherds are stored at the Escuela de Antropología, Pontificia Universidad Católica de Chile. For future analyses, permission should be requested from the Consejo de Monumentos Nacionales, Chile. The generated isotopic and molecular data are stored by the corresponding author and at the BioArch database. Access to this database is restricted to the Department of Archaeology, University of York.

Competing Interests

The authors declare none.

Supplemental Material

For supplemental material accompanying this article, visit https://doi.org/10.1017/laq.2023.58.

Supplemental Text 1. Cooking experiments and archaeological maize for δ13C references.

Supplemental Table 1. Mocha Island Potsherds.

Supplemental Table 2. List of Products.

Supplemental Table 3. Summary of the Molecular and Isotopic Data.

Supplemental Table 4. Phytanic acid SRR-Isomer References.

Supplemental Table 5. Modern References for the APAA-C18 E/H Ratio.

Supplemental Table 6. Archaeological Maize from the Iluga Túmulos Site.

Supplemental Table 7. δ13C References.

Supplemental Figure 1. Boxplot for APAA C20/C18 ratio of samples P25-1.13, P25-1.10, P23-2.2, and P5-1.13 (references from Bondetti et al. Reference Bondetti, Scott, Courel, Lucquin, Shoda, Lundy, Labra-Odde, Drieu and Craig2020).

Supplemental Figure 2. Partial chromatogram of Sample P25-1.10 showing APAAs C18, C20, and C22. APAA-C18 isomers are labeled A-I.

Supplemental Figure 3. Partial ion chromatogram (m/z 75) of the total lipid extract (solvent extract) of sample P25-1.5 showing a distribution of fatty alcohols and fatty acids.

References

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Figure 0

Figure 1. (A) Mocha Island in South America; (B) archaeological sites at Mocha Island; (C) Mocha Island facing the coast of Chile.

Figure 1

Table 1. 14C Dates from Associated Material.

Figure 2

Figure 2. Boxplots of the APAA–C18 E/H ratio of Mocha Island samples. Black circles represent samples with a full set of aquatic biomarkers. The black triangles are samples showing 13C enrichment of their residues consistent with a C4 origin. Black square, asterisks, and diamonds correspond to modern references for Chilean hazelnut, maize, and quinoa, respectively. References are based on Bondetti and others (2020) and this study (see Supplemental Table 5).

Figure 3

Figure 3. Scatterplot of compound-specific δ13C analysis of the main alkanoic acids (X-axis = δ13C16:0; Y-axis = δ13C18:0) extracted from the El Vergel pots. Blue circles indicate the four samples with a full range of aquatic biomarkers. The red circles highlight samples with a high APAA-C18 E/H associated with cereals, fruits, and non-leafy vegetables (Bondetti et al. 2020). The 68% confidence ellipses are based on reference values published in the literature and from this study (see Supplemental Tables 6 and 7). (Color online)

Figure 4

Figure 4. Compound-specific δ13C analysis of Mocha Island samples plotted according to their δ13C16:0 value against Δ13C(C18:0 –C16:0). Blue circles indicate the four samples with a full set of aquatic biomarkers. The red circles highlight the samples with an APAA-C18 E/H ratio associated with cereals, fruits, and non-leafy vegetables (Bondetti et al. 2020). Average δ13C endpoints were built using modern and archaeological references from published data and this study (see Supplemental Tables 6 and 7). Mixing lines with 10% increments connecting the endpoints were calculated based on the mean relative amount of each alkanoic acid present in the products. Data were gathered from the USDA database. The dashed line indicates a −1.26‰ threshold set for the identification of ruminant carcass fat, as in Dolbunova and colleagues (2023). (Color online)

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