Which pulse is it? Identifying archaeological legumes seeds by means of biometric measurements and geometric morphometrics

IF 2.1 2区 地球科学 Q1 PALEONTOLOGY Vegetation History and Archaeobotany Pub Date : 2023-09-21 DOI:10.1007/s00334-023-00953-x
Miguel Tarongi, Laurent Bouby, Vincent Bonhomme, Natàlia Alonso
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Abstract

Abstract The taxonomic identification of archaeological seeds of certain cultivated pulses is challenging due to a combination of low interspecific morphological differences and large intraspecific variability. This study develops biometric and morphogeometric models that establish which species have more similarities with the doubtful archaeological pulse seeds. The species under study are: Lathyrus cicera/sativus (grass pea), Lens culinaris (lentil), Pisum sativum (pea), Vicia ervilia (bitter vetch), V. faba (broad bean), and V. sativa (vetch). The two models were trained on data from three different types of samples: contemporary uncharred seeds, contemporary charred seeds, and archaeological seeds. The last one consists of finds unearthed on Bronze and Iron Age sites throughout the Western Mediterranean and can be subdivided into two groups: clearly identified taxa and uncertain taxa. The biometric model resorts to the measurements of length, width and thickness of the three types of seeds so as to establish a discriminant linear model applicable to the uncertain archaeological seeds. The morphogeometric model is based on the shape of the three types of seeds gleaned from geometric morphometry. The uncertain archaeological seeds were then classified by means of a Linear Discriminant model based on shape descriptors. This study first assessed the accuracy of the two models stemming from observations of clearly defined contemporary and archaeological taxa. The results indicate that the models, in particular the morphogeometric, yield high predictive rates. These models therefore offer the possibility of re-identifying the taxa of doubtful archaeological seeds with a high degree of confidence and a minimal margin of error. The positive outcome of these models thus paves the way to more accurate determinations of archaeological legume seeds that heretofore have remained unidentified by traditional methods.
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是哪个脉搏?用生物计量学和几何形态计量学方法鉴定考古豆科植物种子
由于种间形态差异小,种内变异性大,对某些栽培豆类考古种子的分类鉴定具有挑战性。本研究发展了生物特征和形态几何模型,以确定哪些物种与可疑的考古脉冲种子有更多的相似之处。正在研究的物种有:Lathyrus cicera/sativus(草豌豆)、Lens culinaris(扁豆)、Pisum sativum(豌豆)、Vicia ervilia(苦豌豆)、V. faba(蚕豆)和V. sativa(豌豆)。这两种模型的训练数据来自三种不同类型的样本:当代未烧焦种子、当代烧焦种子和考古种子。最后一组包括在整个西地中海的青铜和铁器时代遗址出土的发现,可以细分为两组:明确识别的分类群和不确定的分类群。生物特征模型通过对三种种子的长度、宽度和厚度的测量,建立了适用于不确定考古种子的判别线性模型。形态几何模型是基于从几何形态测量中收集到的三种种子的形状。然后利用基于形状描述符的线性判别模型对不确定的考古种子进行分类。本研究首先评估了这两种模型的准确性,这些模型来源于对明确定义的当代和考古分类群的观察。结果表明,该模型,特别是形态几何模型,具有较高的预测率。因此,这些模型提供了重新识别可疑考古种子分类群的可能性,具有高度的可信度和最小的误差范围。因此,这些模型的积极结果为更准确地确定迄今为止仍未被传统方法识别的考古豆科植物种子铺平了道路。
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来源期刊
CiteScore
5.30
自引率
8.00%
发文量
32
审稿时长
>12 weeks
期刊介绍: Vegetation History and Archaeobotany publishes research papers, review articles and short contributions of high quality from Europe, the Americas and other parts of the world. It covers the entire field of vegetation history – mainly the development of flora and vegetation during the Holocene (but also from the Pleistocene), and including related subjects such as palaeoecology. Of special interest is the human impact upon the natural environment in prehistoric and medieval times; this is reflected in pollen diagrams as well as in plant macroremains from archaeological contexts.
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