Ab'/> Elemental analysis as statistical preliminary study of historical musical instruments
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Elemental analysis as statistical preliminary study of historical musical instruments

机译:元素分析作为历史乐器的统计初步研究

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AbstractThe history of bowed string instruments includes centuries of experimentation performed by violin makers with different manufacturing processes and several natural materials. The characterization of the material components can therefore often help researchers to identify the construction period of an instrument, its geographical origins or, if possible, the name of the violin maker. In a few cases, musical instruments, especially bowed ones, that were played frequently over time suffered severe damage (e.g. cracks, woodworms), and some parts of the instruments needed to be replaced to repair such damage. Gaetano Sgarabotto (1878–1959) and his son Pietro (1903–1990), two of the most eminent violin makers and restorers of the 20th century, collected many replaced parts in a group of fragments from musical instruments manufactured between the 16th and the 19th century by some of the most important Italian and European violin makers.In this work, non-invasive and micro-destructive analyses could be combined through portable X-ray fluorescence spectrometry (PXRF) and scanning electron microscopy (SEM) with an EDAX spectrometer (SEM-EDX) on 24 fragments of the Sgarabotto collection. Principal Component Analysis was applied to classify relics, highlighting the most relevant and particular elements in the dataset. The principle of transformation is the extraction of maximum variance for each successive new variable. This procedure leads to the separation of valuable information from noise and to the selection of a small number of influential and statistically significant variables. The application of this analytical pro
机译:<![cdata [ 抽象 弯曲字符串仪器的历史包括由小提琴制造商进行不同制造工艺和几种天然材料的几个实验。因此,材料组件的表征通常可以帮助研究人员识别仪器的施工期,其地理起源或如果可能的话,小提琴制造商的名称。在一些情况下,乐器,特别是鞠躬,经常随着时间的推移而遭受严重的损害(例如裂缝,木虫),以及需要更换的仪器的某些部分以修复这种损害。 Gaetano SGarabotto(1878-1959)和他的儿子Pietro(1903-1990),20世纪的最知名小提琴制造商和恢复器中的两家,收集了16日和19日之间制造的乐器的一组片段中的许多取代零件世纪由一些最重要的意大利和欧洲小提琴制造商。 在这项工作中,非侵入性和微观破坏性分析可以通过便携式X射线荧光光谱法(PXRF)和扫描电子显微镜(SEM)与SGABTO COLECTION的24个碎片上的edax光谱仪(SEM-EDX)组合。应用主成分分析来对遗物进行分类,突出显示数据集中最相关和最特定的元素。转型原理是提取每个连续新变量的最大方差。该过程导致将有价值的信息与噪声分离,并选择少量有影响力和统计学显着的变量。本分析专业的应用

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