Pub Date : 2024-07-25DOI: 10.1016/j.jas.2024.106034
Petr Neruda , Petr Hamrozi , Zuzana Patáková , Grzegorz Pyka , František Zelenka , Šárka Hladilová , Martin Oliva , Eva Orságová
Small figurines made from fired clay belonging to the Gravettian (Pavlovian) culture (30–25 ka cal BP) represent one of the main forms of spectacular Palaeolithic art. The most well-known example is the Venus from Dolní Věstonice I in the Czech Republic, which is the biggest and best-preserved human figurine made from clay. Due to its high cultural value, exploration of the internal structures of this figurine has represented a huge challenge, as only non-destructive methods could be applied. Thanks to tremendous technological advancements, we were able to use high-resolution micro-CT imaging. This imaging revealed the structural compositions of the ceramic paste, the technology of the statuette's shaping procedure, and the taphonomy of this piece of art. We reveal that the ceramic paste was prepared from loess sediment containing stones, microfossils, and carbonate aggregates from the basement complex as an natural admixture. The particles are randomly distributed. We did not find any bones or ivory remnants inside the body. Missing joined areas of different parts of the body of the Venus indicate that the figurine was made from a single piece of clay using the non-additive method of shaping. The internal cracks in the body of the Venus statuette represent the main feature of its taphonomy and influence the way it will be manipulated in the future.
属于格拉维蒂(巴甫洛夫)文化(30-25 ka cal BP)的烧制粘土小雕像是壮观的旧石器时代艺术的主要形式之一。最著名的例子是捷克共和国 Dolní Věstonice I 的维纳斯,它是用粘土制作的最大、保存最完好的人类雕像。由于该雕像具有极高的文化价值,对其内部结构的探索是一项巨大的挑战,因为只能采用非破坏性的方法。得益于技术的巨大进步,我们得以使用高分辨率显微 CT 成像技术。这种成像技术揭示了陶瓷浆料的结构成分、雕像的塑造工艺以及这件艺术品的出土情况。我们发现,陶瓷浆料是由黄土沉积物制备而成,其中含有石头、微化石和来自基底复合体的碳酸盐集合体作为天然混合物。这些颗粒随机分布。我们在尸体内部没有发现任何骨头或象牙残片。维纳斯雕像身体不同部位的缺失连接区域表明,该雕像是由一整块粘土用非添加法塑造而成的。维纳斯雕像身体内部的裂缝代表了其出土的主要特征,并影响了其未来的处理方式。
{"title":"Micro-computed tomography of the fired clay venus of Dolní Věstonice (Czech Republic)","authors":"Petr Neruda , Petr Hamrozi , Zuzana Patáková , Grzegorz Pyka , František Zelenka , Šárka Hladilová , Martin Oliva , Eva Orságová","doi":"10.1016/j.jas.2024.106034","DOIUrl":"10.1016/j.jas.2024.106034","url":null,"abstract":"<div><p>Small figurines made from fired clay belonging to the Gravettian (Pavlovian) culture (30–25 ka cal BP) represent one of the main forms of spectacular Palaeolithic art. The most well-known example is the Venus from Dolní Věstonice I in the Czech Republic, which is the biggest and best-preserved human figurine made from clay. Due to its high cultural value, exploration of the internal structures of this figurine has represented a huge challenge, as only non-destructive methods could be applied. Thanks to tremendous technological advancements, we were able to use high-resolution micro-CT imaging. This imaging revealed the structural compositions of the ceramic paste, the technology of the statuette's shaping procedure, and the taphonomy of this piece of art. We reveal that the ceramic paste was prepared from loess sediment containing stones, microfossils, and carbonate aggregates from the basement complex as an natural admixture. The particles are randomly distributed. We did not find any bones or ivory remnants inside the body. Missing joined areas of different parts of the body of the Venus indicate that the figurine was made from a single piece of clay using the non-additive method of shaping. The internal cracks in the body of the Venus statuette represent the main feature of its taphonomy and influence the way it will be manipulated in the future.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106034"},"PeriodicalIF":2.6,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141949531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-24DOI: 10.1016/j.jas.2024.106035
Robert J. Losey , Tatiana Nomokonova
Most of the fundamental methods for analyzing archaeological dog remains need to be better developed. This is particularly true for methods designed to estimate age at death. Most ageing methods are either destructive and specialized or useful only for identifying juveniles. Cranial suture closure and obliteration patterning are commonly examined to estimate the general age at death of human remains but have seen little use in zooarchaeology. This study develops a simple and non-destructive ageing method based on a suture and synchondrosis obliteration using a sample of over 700 modern dog crania. Scoring the extent of obliteration of individual sutures provides a valuable means of differentiating adult and juvenile crania. Combining the scores for multiple sutures permits the assignment of dog crania to an age group, albeit with less certainty among middle-aged and older adults. Breed, crania shape, sex, and body size all likely create variation in suture obliteration patterns and their relationships to dog age. The method should be used conservatively and in combination with other ageing methods when possible.
{"title":"Cranial suture obliteration patterns as an ageing method for dog crania","authors":"Robert J. Losey , Tatiana Nomokonova","doi":"10.1016/j.jas.2024.106035","DOIUrl":"10.1016/j.jas.2024.106035","url":null,"abstract":"<div><p>Most of the fundamental methods for analyzing archaeological dog remains need to be better developed. This is particularly true for methods designed to estimate age at death. Most ageing methods are either destructive and specialized or useful only for identifying juveniles. Cranial suture closure and obliteration patterning are commonly examined to estimate the general age at death of human remains but have seen little use in zooarchaeology. This study develops a simple and non-destructive ageing method based on a suture and synchondrosis obliteration using a sample of over 700 modern dog crania. Scoring the extent of obliteration of individual sutures provides a valuable means of differentiating adult and juvenile crania. Combining the scores for multiple sutures permits the assignment of dog crania to an age group, albeit with less certainty among middle-aged and older adults. Breed, crania shape, sex, and body size all likely create variation in suture obliteration patterns and their relationships to dog age. The method should be used conservatively and in combination with other ageing methods when possible.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106035"},"PeriodicalIF":2.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0305440324001031/pdfft?md5=49c934e3e3fc2007ceed0ebbc7a15900&pid=1-s2.0-S0305440324001031-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141949532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-24DOI: 10.1016/j.jas.2024.106021
Fabrice Monna , Nicolas Navarro , Yury Esin , Tanguy Rolland , Josef Wilczek , Leonard Dumont , Jerome Magail , Anne-Caroline Allard , Carmela Chateau-Smith , Chechena Mongush , Saida Byrynnay , Paul Alibert
In the field of material culture, seriality refers to the serial production of nearly the same object in terms of shape and size, yielding visually identical artefacts. Subtle variations may nevertheless occur, depending on the technologies used, or the number and reliability of moulds, for example. Geometric morphometrics based on landmark analysis, along with accompanying statistical techniques, provides methods well-suited for identifying small but archaeologically significant variations in shape and size within such datasets. In this study, we exemplify the efficiency of geometric morphometrics in a context of seriality, using a large series of centimetric-sized gold wild boars decorating a case for bow and arrows, discovered in the Arzhan-2 barrow of the early Scythian time. A total of twenty-seven 2D landmarks was collected for each specimen to assess the level of similarity between individuals with high precision, and to investigate the presence of subgroups, possibly indicating the use of several models. However, due to the homogeneous nature of the dataset, notable measurement errors may obscure the sought-after archaeological signal. To mitigate this, each specimen was measured twice by three different operators. Boas coordinates of the six replicates were then averaged, resulting in a reduction of the effect of measurement errors. Two distinct shape groups are identified, consisting of an approximately equal number of individuals. These findings suggest that the entire set of wild boars could have been produced via two separate manufacturing chains, possibly running in parallel, where two distinct, albeit very similar, solid models were involved. Within each group, discreet variations in size were observed. They are probably due to variable shrinkage during casting. These observations would have been difficult for the naked eye, even for an expert in the field, because the striking similarity within the series and the post-processing by the goldsmith obscure the shape signal originating from the moulds. Besides the original information provided here about the gold wild boars of Arzhan-2, it is worth emphasizing that the use of these techniques should be encouraged, particularly when applied to the study of seriality. The workflow described can easily be reproduced and adapted for almost any serially produced archaeological assemblage.
{"title":"Studying seriality in material culture by geometric morphometrics–gold wild boars from the Arzhan-2 barrow, Tuva","authors":"Fabrice Monna , Nicolas Navarro , Yury Esin , Tanguy Rolland , Josef Wilczek , Leonard Dumont , Jerome Magail , Anne-Caroline Allard , Carmela Chateau-Smith , Chechena Mongush , Saida Byrynnay , Paul Alibert","doi":"10.1016/j.jas.2024.106021","DOIUrl":"10.1016/j.jas.2024.106021","url":null,"abstract":"<div><p>In the field of material culture, seriality refers to the serial production of nearly the same object in terms of shape and size, yielding visually identical artefacts. Subtle variations may nevertheless occur, depending on the technologies used, or the number and reliability of moulds, for example. Geometric morphometrics based on landmark analysis, along with accompanying statistical techniques, provides methods well-suited for identifying small but archaeologically significant variations in shape and size within such datasets. In this study, we exemplify the efficiency of geometric morphometrics in a context of seriality, using a large series of centimetric-sized gold wild boars decorating a case for bow and arrows, discovered in the Arzhan-2 barrow of the early Scythian time. A total of twenty-seven 2D landmarks was collected for each specimen to assess the level of similarity between individuals with high precision, and to investigate the presence of subgroups, possibly indicating the use of several models. However, due to the homogeneous nature of the dataset, notable measurement errors may obscure the sought-after archaeological signal. To mitigate this, each specimen was measured twice by three different operators. Boas coordinates of the six replicates were then averaged, resulting in a reduction of the effect of measurement errors. Two distinct shape groups are identified, consisting of an approximately equal number of individuals. These findings suggest that the entire set of wild boars could have been produced <em>via</em> two separate manufacturing chains, possibly running in parallel, where two distinct, albeit very similar, solid models were involved. Within each group, discreet variations in size were observed. They are probably due to variable shrinkage during casting. These observations would have been difficult for the naked eye, even for an expert in the field, because the striking similarity within the series and the post-processing by the goldsmith obscure the shape signal originating from the moulds. Besides the original information provided here about the gold wild boars of Arzhan-2, it is worth emphasizing that the use of these techniques should be encouraged, particularly when applied to the study of seriality. The workflow described can easily be reproduced and adapted for almost any serially produced archaeological assemblage.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106021"},"PeriodicalIF":2.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S030544032400089X/pdfft?md5=37a606c4757462023cf7068ba3fa53e7&pid=1-s2.0-S030544032400089X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141949533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-24DOI: 10.1016/j.jas.2024.106025
Ilaria Caloi , Federico Bernardini
The identification of ceramic forming techniques poses challenges, particularly when different primary and secondary forming techniques are combined, or when specific surface treatments obscure potential diagnostic features. As emphasized in the existing literature, a comprehensive approach should consider all potential sources of information. In this study, we employed a combination of macroscopic observations and X-ray microCT analysis on experimental cups reproduced using the complex technology attested in Middle Bronze Age Crete, i.e. a combination of hand-building technique and potter's wheel. Our investigation focuses on the potential of microCT scanning in unveiling forming techniques in wheel-thrown and wheel-fashioned ceramics. Our results indicate that integrating the visualization of 3D thickness variation in vessel walls, quantification of 2D wall thickness distribution in longitudinal virtual slices, identification of possible structural joints in virtual sections, and evaluation of voids orientation with traditional macroscopic analysis generally allows for the recognition of primary forming techniques and the reconstruction of complex ceramic technological processes.
陶瓷成型技术的鉴定是一项挑战,特别是当不同的主要和次要成型技术结合在一起时,或者当特定的表面处理掩盖了潜在的诊断特征时。正如现有文献所强调的,综合方法应考虑所有潜在的信息来源。在这项研究中,我们采用了宏观观察和 X 射线显微 CT 分析相结合的方法,对使用克里特岛青铜时代中期的复杂技术(即手工制造技术和陶轮相结合)复制的实验杯进行了分析。我们的研究重点是显微 CT 扫描在揭示轮抛和轮制陶瓷成型技术方面的潜力。我们的研究结果表明,将器皿壁三维厚度变化的可视化、纵向虚拟切片中二维壁厚分布的量化、虚拟切片中可能存在的结构接缝的识别以及空隙方位的评估与传统的宏观分析相结合,一般可以识别主要的成型技术并重建复杂的陶瓷工艺过程。
{"title":"Revealing primary forming techniques in wheel-made ceramics with X-ray microCT","authors":"Ilaria Caloi , Federico Bernardini","doi":"10.1016/j.jas.2024.106025","DOIUrl":"10.1016/j.jas.2024.106025","url":null,"abstract":"<div><p>The identification of ceramic forming techniques poses challenges, particularly when different primary and secondary forming techniques are combined, or when specific surface treatments obscure potential diagnostic features. As emphasized in the existing literature, a comprehensive approach should consider all potential sources of information. In this study, we employed a combination of macroscopic observations and X-ray microCT analysis on experimental cups reproduced using the complex technology attested in Middle Bronze Age Crete, i.e. a combination of hand-building technique and potter's wheel. Our investigation focuses on the potential of microCT scanning in unveiling forming techniques in wheel-thrown and wheel-fashioned ceramics. Our results indicate that integrating the visualization of 3D thickness variation in vessel walls, quantification of 2D wall thickness distribution in longitudinal virtual slices, identification of possible structural joints in virtual sections, and evaluation of voids orientation with traditional macroscopic analysis generally allows for the recognition of primary forming techniques and the reconstruction of complex ceramic technological processes.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106025"},"PeriodicalIF":2.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0305440324000931/pdfft?md5=cc5543b0529c07d29b74622ab12eb1a2&pid=1-s2.0-S0305440324000931-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141951774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-19DOI: 10.1016/j.jas.2024.106024
Kimberly K. Foecke , Christine A.M. France , Alison S. Brooks
Stable isotope studies of bone collagen are widely applied in an attempt to understand the history and range of modern human and earlier hominin diets. The nitrogen isotope system has been extensively applied to the human bioarchaeological record to predict dietary protein sources, as nitrogen isotope ratios roughly track the trophic positionality of an organism. While the ratio of nitrogen isotopes in organisms (δ15N) tends to be reflective of trophic position, nitrogen isotope fractionation is complex and subject to many sources of variation. This study explores how human behavior might influence this variation. We experimentally investigated the impact of food-related behaviors on the δ15N dietary proxy, with specific focus on selection and processing of animal food sources. In assessing putrefaction, processing, prey choice, and fuel wood, we saw that these variables generated small shifts of ∼1.5‰ or less in the δ15N values of food items. We conclude that scavenging as a frequent dietary adaptation may be isotopically visible, but the timing of carcass scavenging likely matters. We also posit that prey species and fuel wood species might matter for the patterning of δ15N shifts produced by different types of cooking. The results of this study expand the range of contributing factors to consider when utilizing the nitrogen isotope dietary proxy and open new testable questions about the use of this method in populations where complex food behavior may be common.
{"title":"Experimental assessment of the impact of food processing on δ15N values in dietary meat – Implications for paleodietary reconstruction","authors":"Kimberly K. Foecke , Christine A.M. France , Alison S. Brooks","doi":"10.1016/j.jas.2024.106024","DOIUrl":"10.1016/j.jas.2024.106024","url":null,"abstract":"<div><p>Stable isotope studies of bone collagen are widely applied in an attempt to understand the history and range of modern human and earlier hominin diets. The nitrogen isotope system has been extensively applied to the human bioarchaeological record to predict dietary protein sources, as nitrogen isotope ratios roughly track the trophic positionality of an organism. While the ratio of nitrogen isotopes in organisms (δ<sup>15</sup>N) tends to be reflective of trophic position, nitrogen isotope fractionation is complex and subject to many sources of variation. This study explores how human behavior might influence this variation. We experimentally investigated the impact of food-related behaviors on the δ<sup>15</sup>N dietary proxy, with specific focus on selection and processing of animal food sources. In assessing putrefaction, processing, prey choice, and fuel wood, we saw that these variables generated small shifts of ∼1.5‰ or less in the δ<sup>15</sup>N values of food items. We conclude that scavenging as a frequent dietary adaptation may be isotopically visible, but the timing of carcass scavenging likely matters. We also posit that prey species and fuel wood species might matter for the patterning of δ<sup>15</sup>N shifts produced by different types of cooking. The results of this study expand the range of contributing factors to consider when utilizing the nitrogen isotope dietary proxy and open new testable questions about the use of this method in populations where complex food behavior may be common.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106024"},"PeriodicalIF":2.6,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141729453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The Tacna region in southern Peru hosts archaeological remnants of Pre-Columbian period human occupations, including the Miculla Petroglyphs. Existing methods for dating these petroglyphs present substantial uncertainties and are subject to claims lacking objective validation. This study employs advanced hyperspectral analysis, specifically utilizing the SPECIM IQ camera, to reevaluate existing chronological proposals for these petroglyphs. The employed analytical technique is non-destructive and captures spectral data across an extensive range of wavelengths. This allows for a quantitative assessment of patination levels attributable to solar exposure, in comparison to adjacent intact areas. Data from various petroglyphs were analyzed using SPECIM IQ Studio software and Matlab. The analysis differentiated between “engraved” and “varnished” regions on selected boulders. Reflectance ratios between these areas were compared to provide insights into the potential relative ages of different sets of engravings. The results question pre-existing chronologies based on cultural classification schemes for the petroglyphs. While the study underscores the utility of hyperspectral analysis in refining petroglyph dating, it also indicates that this method cannot replace a multi-method approach without further resolution refinement.
秘鲁南部塔克纳地区有前哥伦布时期人类居住的考古遗迹,其中包括米库拉岩画。对这些岩画进行年代测定的现有方法存在很大的不确定性,而且存在缺乏客观验证的说法。这项研究采用了先进的高光谱分析技术,特别是利用 SPECIM IQ 摄像机,对这些岩画的现有年代建议进行重新评估。所采用的分析技术是非破坏性的,可以捕捉到广泛波长范围内的光谱数据。通过与邻近的完整区域进行比较,可以对太阳照射造成的斑驳程度进行定量评估。使用 SPECIM IQ Studio 软件和 Matlab 分析了来自不同岩画的数据。分析区分了选定巨石上的 "雕刻 "区域和 "涂漆 "区域。通过比较这些区域的反射比,可以了解不同雕刻的潜在相对年代。研究结果对根据岩画的文化分类方案确定的已有年代提出了质疑。这项研究强调了高光谱分析在完善岩画年代测定方面的作用,同时也表明,如果不进一步提高分辨率,这种方法无法取代多种方法。
{"title":"Contribution of hyperspectral analysis in relative dating applied to Miculla petroglyphs (Peru)","authors":"Frédéric-Victor Donzé , Laurence Audin , Bernard Schmitt , Audrey Taillefer , Laurent Truche","doi":"10.1016/j.jas.2024.106023","DOIUrl":"10.1016/j.jas.2024.106023","url":null,"abstract":"<div><p>The Tacna region in southern Peru hosts archaeological remnants of Pre-Columbian period human occupations, including the Miculla Petroglyphs. Existing methods for dating these petroglyphs present substantial uncertainties and are subject to claims lacking objective validation. This study employs advanced hyperspectral analysis, specifically utilizing the SPECIM IQ camera, to reevaluate existing chronological proposals for these petroglyphs. The employed analytical technique is non-destructive and captures spectral data across an extensive range of wavelengths. This allows for a quantitative assessment of patination levels attributable to solar exposure, in comparison to adjacent intact areas. Data from various petroglyphs were analyzed using SPECIM IQ Studio software and Matlab. The analysis differentiated between “engraved” and “varnished” regions on selected boulders. Reflectance ratios between these areas were compared to provide insights into the potential relative ages of different sets of engravings. The results question pre-existing chronologies based on cultural classification schemes for the petroglyphs. While the study underscores the utility of hyperspectral analysis in refining petroglyph dating, it also indicates that this method cannot replace a multi-method approach without further resolution refinement.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106023"},"PeriodicalIF":2.6,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0305440324000918/pdfft?md5=ec64c72faffa475330cd802b4b49a177&pid=1-s2.0-S0305440324000918-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141637708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-17DOI: 10.1016/j.jas.2024.106022
Leila Character , Tim Beach , Takeshi Inomata , Thomas G. Garrison , Sheryl Luzzadder-Beach , J. Dennis Baldwin , Rafael Cambranes , Flory Pinzón , José L. Ranchos
Many Maya archaeological areas are not comprehensively or systematically mapped because ruins, often hidden under tropical forest canopy in rugged terrain, can take decades to locate, identify, and map. Recent years have seen an explosion of lidar data collection, and machine learning provides a way to exploit these lidar data, making feature analyses more efficient and consistently executed. At present, there are a limited number of small, area-specific models that exist for the Maya area, the largest of which covers 230 km2. Here we present the foundation for a broadscale, multi-area-based convolutional neural network (CNN) object detection model that uses airborne laser scanning data, or lidar, for archaeological feature detection across 615 km2 of the Maya area, as well as preliminary results from an additional 885 km2 test area. This sets the path for a model that will enable researchers to map archaeological areas across the entire Maya Lowland area in weeks or months instead of decades. Notably, we find that a model trained on multiple areas with significantly different topographies produces better results for all areas as compared to a model trained on a single area. The broadscale model here presented produced an F1 score of 0.80. Results also include many potential new structure detections, including detections on lidar at an archaeological area that has not yet been comprehensively ground-surveyed and is located in an entirely different country in the Maya Lowlands from where the model was trained on. This model represents an attempt at a broadscale machine learning approach for archaeological feature mapping in the Maya area and demonstrates how big data can be integrated into traditional archaeological workflows. Lidar has already shown much greater ancient Maya infrastructure throughout the Maya world and elsewhere in the tropics, and this study using machine learning with lidar is showing even greater Maya infrastructure through vast areas of the Maya tropical forest.
许多玛雅考古区域都没有全面或系统地绘制地图,因为遗址往往隐藏在崎岖地形的热带森林树冠下,需要花费数十年时间才能定位、识别和绘制地图。近年来,激光雷达数据收集量激增,而机器学习提供了一种利用这些激光雷达数据的方法,使特征分析更加高效,执行更加一致。目前,针对玛雅地区的小型特定区域模型数量有限,其中最大的一个模型面积达 230 平方公里。在此,我们介绍了基于卷积神经网络(CNN)的大规模、多区域物体检测模型的基础,该模型使用机载激光扫描数据或激光雷达,对玛雅地区 615 平方公里的区域进行考古特征检测,并介绍了另外 885 平方公里测试区域的初步结果。这为研究人员绘制整个玛雅低地考古区域地图的模型奠定了基础,使研究人员能够在数周或数月内绘制整个玛雅低地考古区域地图,而不是数十年。值得注意的是,我们发现,与在单一地区训练的模型相比,在地形明显不同的多个地区训练的模型对所有地区都能产生更好的结果。这里介绍的广义模型的 F1 得分为 0.80。结果还包括许多潜在的新结构检测,包括激光雷达对一个考古区域的检测,该考古区域尚未进行过全面的地面勘测,而且位于玛雅低地的一个完全不同的国家,与模型的训练地完全不同。该模型是对玛雅地区考古特征绘图的大规模机器学习方法的一次尝试,展示了如何将大数据整合到传统考古工作流程中。激光雷达已经在整个玛雅世界和热带地区的其他地方展示了更多的古代玛雅基础设施,而这项利用激光雷达进行机器学习的研究则在玛雅热带森林的广大地区展示了更多的玛雅基础设施。
{"title":"Broadscale deep learning model for archaeological feature detection across the Maya area","authors":"Leila Character , Tim Beach , Takeshi Inomata , Thomas G. Garrison , Sheryl Luzzadder-Beach , J. Dennis Baldwin , Rafael Cambranes , Flory Pinzón , José L. Ranchos","doi":"10.1016/j.jas.2024.106022","DOIUrl":"10.1016/j.jas.2024.106022","url":null,"abstract":"<div><p>Many Maya archaeological areas are not comprehensively or systematically mapped because ruins, often hidden under tropical forest canopy in rugged terrain, can take decades to locate, identify, and map. Recent years have seen an explosion of lidar data collection, and machine learning provides a way to exploit these lidar data, making feature analyses more efficient and consistently executed. At present, there are a limited number of small, area-specific models that exist for the Maya area, the largest of which covers 230 km<sup>2</sup>. Here we present the foundation for a broadscale, multi-area-based convolutional neural network (CNN) object detection model that uses airborne laser scanning data, or lidar, for archaeological feature detection across 615 km<sup>2</sup> of the Maya area, as well as preliminary results from an additional 885 km<sup>2</sup> test area. This sets the path for a model that will enable researchers to map archaeological areas across the entire Maya Lowland area in weeks or months instead of decades. Notably, we find that a model trained on multiple areas with significantly different topographies produces better results for all areas as compared to a model trained on a single area. The broadscale model here presented produced an F1 score of 0.80. Results also include many potential new structure detections, including detections on lidar at an archaeological area that has not yet been comprehensively ground-surveyed and is located in an entirely different country in the Maya Lowlands from where the model was trained on. This model represents an attempt at a broadscale machine learning approach for archaeological feature mapping in the Maya area and demonstrates how big data can be integrated into traditional archaeological workflows. Lidar has already shown much greater ancient Maya infrastructure throughout the Maya world and elsewhere in the tropics, and this study using machine learning with lidar is showing even greater Maya infrastructure through vast areas of the Maya tropical forest.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106022"},"PeriodicalIF":2.6,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141637707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-14DOI: 10.1016/j.jas.2024.106026
Guangjie Song , Xinyan Zhang , Jianen Cao , Songmei Hu , Quanjia Chen , Wenyan Li , Linheng Mo , Yongqiang Wang , Jie Zhang , Xuemei Yan , Cunshi Zhu , Juan Wang , Ruilin Mao , Yu Jiang , Dawei Cai
As one of the most important domestic animals in ancient China, the origin, diffusion and matrilineal inheritance of goats have been important issues of archaeological research. In this study, we successfully extracted mitochondrial whole genome sequences from 77 samples of goat remains excavated from 16 sites in China, which date back from the Late Neolithic (4300-3800 BP) to the Ming Dynasty (600-400 BP). The results of ancient DNA analysis indicated that the Chinese goat matrilineages began to expand 7000-6000 years ago. The discovery of sub-lineages A2 and B2 suggests that they may have evolved or derived in China. The expansion of lineage A and the decline in the number of lineage B provide important evidence for the eastward migration of humans from the western part of the Eurasian continent. Furthermore, this study confirms that ancient Chinese goats had contributed genetically to the modern goats of China, and that the Chinese goats are genetically related to goats in South and Southeast Asia. Mitochondrial genome analysis of ancient Chinese goats not only provides an important resource for future analyses and research, but also offers new perspectives for the origin and diffusion of domestic goats.
{"title":"Ancient mitochondrial genome reveals matrilineal genetic inheritance of Chinese goats","authors":"Guangjie Song , Xinyan Zhang , Jianen Cao , Songmei Hu , Quanjia Chen , Wenyan Li , Linheng Mo , Yongqiang Wang , Jie Zhang , Xuemei Yan , Cunshi Zhu , Juan Wang , Ruilin Mao , Yu Jiang , Dawei Cai","doi":"10.1016/j.jas.2024.106026","DOIUrl":"10.1016/j.jas.2024.106026","url":null,"abstract":"<div><p>As one of the most important domestic animals in ancient China, the origin, diffusion and matrilineal inheritance of goats have been important issues of archaeological research. In this study, we successfully extracted mitochondrial whole genome sequences from 77 samples of goat remains excavated from 16 sites in China, which date back from the Late Neolithic (4300-3800 BP) to the Ming Dynasty (600-400 BP). The results of ancient DNA analysis indicated that the Chinese goat matrilineages began to expand 7000-6000 years ago. The discovery of sub-lineages A2 and B2 suggests that they may have evolved or derived in China. The expansion of lineage A and the decline in the number of lineage B provide important evidence for the eastward migration of humans from the western part of the Eurasian continent. Furthermore, this study confirms that ancient Chinese goats had contributed genetically to the modern goats of China, and that the Chinese goats are genetically related to goats in South and Southeast Asia. Mitochondrial genome analysis of ancient Chinese goats not only provides an important resource for future analyses and research, but also offers new perspectives for the origin and diffusion of domestic goats.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"169 ","pages":"Article 106026"},"PeriodicalIF":2.6,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141630809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-12DOI: 10.1016/j.jas.2024.106020
Xiaolin He , Zhenfei Sun , Siran Liu , Jianli Chen , Xicheng Gong
Archaeological investigations recently conducted at the site of Tajiasi, a Middle Shang bronze casting workshop, have led to the discovery of abundant metallurgical micro-remains from various stages of bronze production processes. Lead isotope analysis of these samples has given fresh insights into the discussion about the origin of the metal sources employed during this period. The copper melting and refining slags, characterized by 206Pb/204Pb around 18.0 and very low lead concentrations (<4,000 ppm), provided the first reliable indicator about the geological origin of copper used in the Middle Shang period. It is suggested the Jiurui metallogenic district in the Middle Yangtze River, home to the Shang period copper smelting site of Tongling, was the copper source for the Taijiasi site. On the other hand, alloying slags and bronze objects bearing highly radiogenic lead (206Pb/204Pb > 19.0) show an elevated, but still relatively low Pb content (<2 wt%), suggesting that the source of tin introduced Pb which was characterized by HRL. Items including alloying slags, dross, spillages and bronze objects have similar HRL characteristics to the Middle Shang bronzes from other sites. This result indicated the Taijiasi site was involved in a multi-line metal circulation during this period, and elucidated the complexity and multiplicity of supply networks for different kinds of metals in the Middle Shang period. It also highlighted the great potential of copper melting and refining slags for detecting the copper provenance.
{"title":"Provenancing copper in the middle Shang period through isotopic analysis of metallurgical remains","authors":"Xiaolin He , Zhenfei Sun , Siran Liu , Jianli Chen , Xicheng Gong","doi":"10.1016/j.jas.2024.106020","DOIUrl":"https://doi.org/10.1016/j.jas.2024.106020","url":null,"abstract":"<div><p>Archaeological investigations recently conducted at the site of Tajiasi, a Middle Shang bronze casting workshop, have led to the discovery of abundant metallurgical micro-remains from various stages of bronze production processes. Lead isotope analysis of these samples has given fresh insights into the discussion about the origin of the metal sources employed during this period. The copper melting and refining slags, characterized by <sup>206</sup>Pb/<sup>204</sup>Pb around 18.0 and very low lead concentrations (<4,000 ppm), provided the first reliable indicator about the geological origin of copper used in the Middle Shang period. It is suggested the Jiurui metallogenic district in the Middle Yangtze River, home to the Shang period copper smelting site of Tongling, was the copper source for the Taijiasi site. On the other hand, alloying slags and bronze objects bearing highly radiogenic lead (<sup>206</sup>Pb/<sup>204</sup>Pb > 19.0) show an elevated, but still relatively low Pb content (<2 wt%), suggesting that the source of tin introduced Pb which was characterized by HRL. Items including alloying slags, dross, spillages and bronze objects have similar HRL characteristics to the Middle Shang bronzes from other sites. This result indicated the Taijiasi site was involved in a multi-line metal circulation during this period, and elucidated the complexity and multiplicity of supply networks for different kinds of metals in the Middle Shang period. It also highlighted the great potential of copper melting and refining slags for detecting the copper provenance.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"168 ","pages":"Article 106020"},"PeriodicalIF":2.6,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141605956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-10DOI: 10.1016/j.jas.2024.106019
Lindsey Paskulin , Krista McGrath , Richard Hagan , Camilla Speller , Marian Berihuete-Azorín , Hans-Peter Stika , Soultana-Maria Valamoti , Jessica Hendy
In archaeological contexts, identifying processes of beer production and consumption has contributed to our understanding of agriculture, labor mobilization, economic surplus, feasting, gender dynamics, social structure, tribute, community, identity and politics. Nevertheless, in the absence of pictorial representations and characteristic objects, beer brewing is difficult to identify in the archaeological record, and molecular methods are often limited by constraints of preservation and specificity. A potential target for studies of ancient beer production are residues formed during brewing activity, including beerstone, a calcium oxalate residue. Here, we apply shotgun proteomics analyses to a sample of modern beerstone to explore this residue's capacity as a marker for beer in archaeological contexts. The beerstone proteome was compared to the protein profiles of ungerminated and germinated barley to identify key proteins indicative of malted grains which may be encased by the residue. Proteins matching to barley grain (Hordeum vulgare) and Baker's/Brewer's yeast (Saccharomyces cerevisiae) were successfully identified in the beerstone. In particular, we identified hordeins, lipid transfer proteins, trypsin/α-amylase inhibitors, and protein Z, which are barley proteins abundant in proteomic characterisations of beer. In comparison to ungerminated and germinated barley grains, we find that beerstone preserves only a subset of the barley proteome, with the residue being more reflective of the final brewing product than of earlier brewing steps such as malting. Overall, we demonstrate that beerstone has potential to entrap and preserve proteins reflective of the beer-making process and identify proteins that we might anticipate in future archaeological analyses.
{"title":"Leave no stone unturned: Exploring the metaproteome of beerstone for the identification of archaeological beer production","authors":"Lindsey Paskulin , Krista McGrath , Richard Hagan , Camilla Speller , Marian Berihuete-Azorín , Hans-Peter Stika , Soultana-Maria Valamoti , Jessica Hendy","doi":"10.1016/j.jas.2024.106019","DOIUrl":"https://doi.org/10.1016/j.jas.2024.106019","url":null,"abstract":"<div><p>In archaeological contexts, identifying processes of beer production and consumption has contributed to our understanding of agriculture, labor mobilization, economic surplus, feasting, gender dynamics, social structure, tribute, community, identity and politics. Nevertheless, in the absence of pictorial representations and characteristic objects, beer brewing is difficult to identify in the archaeological record, and molecular methods are often limited by constraints of preservation and specificity. A potential target for studies of ancient beer production are residues formed during brewing activity, including beerstone, a calcium oxalate residue. Here, we apply shotgun proteomics analyses to a sample of modern beerstone to explore this residue's capacity as a marker for beer in archaeological contexts. The beerstone proteome was compared to the protein profiles of ungerminated and germinated barley to identify key proteins indicative of malted grains which may be encased by the residue. Proteins matching to barley grain (<em>Hordeum vulgare</em>) and Baker's/Brewer's yeast (<em>Saccharomyces cerevisiae</em>) were successfully identified in the beerstone. In particular, we identified hordeins, lipid transfer proteins, trypsin/α-amylase inhibitors, and protein Z, which are barley proteins abundant in proteomic characterisations of beer. In comparison to ungerminated and germinated barley grains, we find that beerstone preserves only a subset of the barley proteome, with the residue being more reflective of the final brewing product than of earlier brewing steps such as malting. Overall, we demonstrate that beerstone has potential to entrap and preserve proteins reflective of the beer-making process and identify proteins that we might anticipate in future archaeological analyses.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"168 ","pages":"Article 106019"},"PeriodicalIF":2.6,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0305440324000876/pdfft?md5=83a0d93de05de4569da81f9983ceb98c&pid=1-s2.0-S0305440324000876-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141594797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}