Sheep and goats taxonomic abundance trends in 1st millennium CE southern Italy: Multilevel bayesian modelling of NISP datasets

IF 2.6 1区 地球科学 Q1 ANTHROPOLOGY Journal of Archaeological Science Pub Date : 2024-09-04 DOI:10.1016/j.jas.2024.106068
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Abstract

The 1st millennium CE represents a period of significant change in the agricultural landscape of southern Italy. Sheep and goats are among the most common faunal remains recovered from archaeological excavations of this period, but the contribution of these animals to the agricultural economy (particularly wool production) is often discussed through textual sources. This paper synthesises caprine taxonomic abundance trends using a Bayesian multilevel modelling approach that employs a beta-binomial distribution to address the problems of overdispersion and unequal assemblage/group sizes. Our models contribute directly to the problem by suggesting a period of change in livestock management practices around the 4th and 6th centuries CE, when the region's shift to cereal farming appears to be accompanied by an increase in sheep and goat numbers.

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公元前一千年意大利南部的绵羊和山羊分类丰度趋势:NISP 数据集的多层次贝叶斯模型
公元前一千年是意大利南部农业景观发生重大变化的时期。绵羊和山羊是这一时期考古发掘中最常见的动物遗存,但这些动物对农业经济(尤其是羊毛生产)的贡献往往是通过文字资料来讨论的。本文采用贝叶斯多层次建模方法综合分析了山羊的分类丰度趋势,该方法采用贝塔二叉分布来解决过度分散和集合/群体规模不等的问题。我们的模型直接解决了这一问题,表明公元前 4 世纪到公元前 6 世纪左右是牲畜管理方法的变革时期,该地区在转向谷物耕作的同时,绵羊和山羊的数量似乎也在增加。
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来源期刊
Journal of Archaeological Science
Journal of Archaeological Science 地学-地球科学综合
CiteScore
6.10
自引率
7.10%
发文量
112
审稿时长
49 days
期刊介绍: The Journal of Archaeological Science is aimed at archaeologists and scientists with particular interests in advancing the development and application of scientific techniques and methodologies to all areas of archaeology. This established monthly journal publishes focus articles, original research papers and major review articles, of wide archaeological significance. The journal provides an international forum for archaeologists and scientists from widely different scientific backgrounds who share a common interest in developing and applying scientific methods to inform major debates through improving the quality and reliability of scientific information derived from archaeological research.
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