Miguel Tarongi, Laurent Bouby, Vincent Bonhomme, Natàlia Alonso
{"title":"Which pulse is it? Identifying archaeological legumes seeds by means of biometric measurements and geometric morphometrics","authors":"Miguel Tarongi, Laurent Bouby, Vincent Bonhomme, Natàlia Alonso","doi":"10.1007/s00334-023-00953-x","DOIUrl":null,"url":null,"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.","PeriodicalId":23527,"journal":{"name":"Vegetation History and Archaeobotany","volume":"80 1","pages":"0"},"PeriodicalIF":2.1000,"publicationDate":"2023-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Vegetation History and Archaeobotany","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s00334-023-00953-x","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PALEONTOLOGY","Score":null,"Total":0}
引用次数: 0
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.
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.