具有同位素的古代材料的起源:重叠未被覆盖的材料
Sarah De Ceuster1, Jurian Hoogewerff2, Patrick Degryse3
1Department of Earth and Environmental Science, KU Leuven, Leuven, Belgium.
Scientific reports
|February 7, 2025
概括
对金属来源的同位素分析面临着重叠的挑战. 本研究使用核密度估计 (KDE) 来统计评估和量化源区域重叠,提高金属来源的准确性.
科学领域:
- 考古金属术是一种考古金属术.
- 地质化学 地质化学
- 统计分析 统计分析
背景情况:
- 同位素分析是一种长期以来的金属来源 (,银,青铜) 的方法.
- 一个关键的限制是不同矿石来源之间的同位素组成重叠.
- 以前的研究没有使用多变量统计数据全面解决这种重叠问题.
研究的目的:
- 用核密度估计 (KDE) 来统计评估潜在矿石来源之间的重叠.
- 评估区域内的和铜矿石的一致性,进行综合分析.
- 根据同位素数据确定各种采矿地区的区分能力.
主要方法:
- 应用核密度估计 (KDE) 方法来量化重叠.
- 同一个地区的和铜矿石组成的比较.
- 所有已识别的采矿地区之间的对智重叠计算.
主要成果:
- 一维的KDE有效地计算和评估矿石来源之间的重叠.
- 合并和铜矿石数据可以提高区域KDE的可靠性,前提是预先评估重叠.
- 该研究提供了工具来验证矿石来源对之间的歧视的理论可能性和程度.
结论:
- 核密度估计为解决同位素来源限制提供了一个强大的统计框架.
- 在合并不同矿石类型以进行增强的来源研究之前,仔细评估重叠是至关重要的.
- 这项研究提供了定量方法来评估对象签名对考古采购的歧视力.
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