Ale Vidal-Elgueta , Andreas Lücke , M. Fernanda Pérez , Holger Wissel , Antonio Maldonado , Mauricio Uribe
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Thus, we presumed the use of local water sources without a clear understanding of their exploitation methods or the associated technological implications. Furthermore, there is limited research on groundwater use in Tarapacá. This research aims to understand water sources used in the cultivation of maize (<em>Zea mays</em>) using δ<sup>18</sup>O isotope values obtained from pre-Hispanic maize kernels in Tarapacá. We compared these values with published δ<sup>18</sup>O values of water sources and applied a generalized linear model (GLM) with a Gaussian distribution, performing a Tukey’s post hoc test for multiple comparisons of means with heteroscedasticity-consistent covariance estimation. The best-fit model was identified using a stepwise model selection procedure based on the Bayesian information criterion (BIC). Our results indicate that mean δ<sup>18</sup>O values of organic matter from maize kernels range from 24.73 ‰ to 31.65 ‰. The best performing model on δ<sup>18</sup>O only included Group (BIC=298.2) as the explanatory variable as Period, Site, and Weight had no effects. These findings point towards a significant statistical relationship between the δ<sup>18</sup>O values of organic matter derived from maize kernels and the specific geographic regions they originate from. These values also show an enrichment of δ<sup>18</sup>O isotope in Tarapacá samples, except for Pica 8. These results indicate diverse agricultural strategies that utilized different water sources including perennial flow in the Tarapacá River, ephemeral runoff at Guatacondo, and groundwater in the Pampa del Tamarugal. Also, due to the enrichment of δ<sup>18</sup>O, we suggest that the circular structures found among the fields were used as water reservoirs leading to the observed enrichment of δ<sup>18</sup>O isotope values. We discuss the role of ancient agriculture technology in water management, the role of maize, cultural strategies, and the relationships with their environment. In conclusion, pre-Hispanic farmers managed limited water sources successfully despite intermittent drought for hundreds of years until the 1970 s, when agriculture was abandoned due to multiple factors.</p></div>","PeriodicalId":48150,"journal":{"name":"Journal of Archaeological Science-Reports","volume":"59 ","pages":"Article 104775"},"PeriodicalIF":1.5000,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Challenging the Atacama desert: Agronomic and water conditions for pre-Hispanic maize agriculture in hyper arid environments inferred by δ18O isotopes\",\"authors\":\"Ale Vidal-Elgueta , Andreas Lücke , M. 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Furthermore, there is limited research on groundwater use in Tarapacá. This research aims to understand water sources used in the cultivation of maize (<em>Zea mays</em>) using δ<sup>18</sup>O isotope values obtained from pre-Hispanic maize kernels in Tarapacá. We compared these values with published δ<sup>18</sup>O values of water sources and applied a generalized linear model (GLM) with a Gaussian distribution, performing a Tukey’s post hoc test for multiple comparisons of means with heteroscedasticity-consistent covariance estimation. The best-fit model was identified using a stepwise model selection procedure based on the Bayesian information criterion (BIC). Our results indicate that mean δ<sup>18</sup>O values of organic matter from maize kernels range from 24.73 ‰ to 31.65 ‰. The best performing model on δ<sup>18</sup>O only included Group (BIC=298.2) as the explanatory variable as Period, Site, and Weight had no effects. 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引用次数: 0
摘要
在形成期(约公元前 2400-950 年),Pampa del Tamarugal 的前西班牙农民在智利北部塔拉帕卡的极度干旱的阿塔卡马沙漠中发展了一套复杂的农业系统。这一系统包括众多农田,它们聚集在塔拉帕卡山谷的常年溪流和瓜塔孔多峡谷的瞬息溪流附近。卡塞隆内斯、皮尔卡斯、拉马迪塔斯和瓜塔孔多等历史悠久的村庄与这些发展相伴而生。然而,尽管人们努力了解前西班牙时期农业与其生活环境之间的关系,但了解水源的重要性却被忽视了。因此,我们在没有清楚了解当地水源的开采方法或相关技术影响的情况下,就假定使用了当地水源。此外,有关塔拉帕卡地下水使用的研究也很有限。本研究旨在利用从塔拉帕卡西班牙前玉米果核中获得的 δ18O 同位素值,了解玉米(玉米)种植过程中使用的水源。我们将这些值与已公布的水源 δ18O 值进行了比较,并应用了高斯分布的广义线性模型 (GLM),通过异方差一致的协方差估计对均值的多重比较进行了 Tukey's post hoc 检验。使用基于贝叶斯信息准则(BIC)的逐步模型选择程序确定了最佳拟合模型。结果表明,玉米芯中有机物的平均 δ18O 值介于 24.73 ‰ 至 31.65 ‰ 之间。由于时期、地点和重量没有影响,δ18O 的最佳模型只包括组(BIC=298.2)作为解释变量。这些研究结果表明,从玉米粒中提取的有机物的 δ18O 值与其来源的特定地理区域之间存在重要的统计关系。这些数值还表明,除皮卡 8 号样本外,塔拉帕卡样本中的δ18O 同位素含量较高。这些结果表明,利用不同水源(包括塔拉帕卡河的常年水流、瓜塔孔多(Guatacondo)的短时径流和塔马鲁加尔潘帕(Pampa del Tamarugal)的地下水)的农业策略多种多样。此外,由于 δ18O 的富集,我们认为在田地中发现的圆形结构被用作蓄水池,从而导致观察到的δ18O 同位素值的富集。我们讨论了古代农业技术在水资源管理中的作用、玉米的作用、文化战略以及与环境的关系。总之,前西班牙时期的农民成功地管理了有限的水源,尽管数百年来干旱时有发生,直到 20 世纪 70 年代,由于多种因素,他们放弃了农业生产。
Challenging the Atacama desert: Agronomic and water conditions for pre-Hispanic maize agriculture in hyper arid environments inferred by δ18O isotopes
During the Formative Period (ca.2400–950 years BP), pre-Hispanic farmers in Pampa del Tamarugal developed a complex agricultural system in the hyper-arid Atacama Desert in Tarapacá, northern Chile. This system involved numerous agricultural fields congregated near the Tarapacá Valley’s perennial stream and the Guatacondo ravine’s ephemeral stream. Well-established villages such as Caserones, Pircas, Ramaditas, and Guatacondo accompanied these developments. However, the importance of understanding the water sources has been neglected despite the efforts to understand the relationships between pre-Hispanic agriculture and their living environment. Thus, we presumed the use of local water sources without a clear understanding of their exploitation methods or the associated technological implications. Furthermore, there is limited research on groundwater use in Tarapacá. This research aims to understand water sources used in the cultivation of maize (Zea mays) using δ18O isotope values obtained from pre-Hispanic maize kernels in Tarapacá. We compared these values with published δ18O values of water sources and applied a generalized linear model (GLM) with a Gaussian distribution, performing a Tukey’s post hoc test for multiple comparisons of means with heteroscedasticity-consistent covariance estimation. The best-fit model was identified using a stepwise model selection procedure based on the Bayesian information criterion (BIC). Our results indicate that mean δ18O values of organic matter from maize kernels range from 24.73 ‰ to 31.65 ‰. The best performing model on δ18O only included Group (BIC=298.2) as the explanatory variable as Period, Site, and Weight had no effects. These findings point towards a significant statistical relationship between the δ18O values of organic matter derived from maize kernels and the specific geographic regions they originate from. These values also show an enrichment of δ18O isotope in Tarapacá samples, except for Pica 8. These results indicate diverse agricultural strategies that utilized different water sources including perennial flow in the Tarapacá River, ephemeral runoff at Guatacondo, and groundwater in the Pampa del Tamarugal. Also, due to the enrichment of δ18O, we suggest that the circular structures found among the fields were used as water reservoirs leading to the observed enrichment of δ18O isotope values. We discuss the role of ancient agriculture technology in water management, the role of maize, cultural strategies, and the relationships with their environment. In conclusion, pre-Hispanic farmers managed limited water sources successfully despite intermittent drought for hundreds of years until the 1970 s, when agriculture was abandoned due to multiple factors.
期刊介绍:
Journal of Archaeological Science: Reports is aimed at archaeologists and scientists engaged with the application of scientific techniques and methodologies to all areas of archaeology. The journal focuses on the results of the application of scientific methods to archaeological problems and debates. It will provide a forum for reviews and scientific debate of issues in scientific archaeology and their impact in the wider subject. Journal of Archaeological Science: Reports will publish papers of excellent archaeological science, with regional or wider interest. This will include case studies, reviews and short papers where an established scientific technique sheds light on archaeological questions and debates.