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Thematic analysis and characterisation to support climate vulnerability assessments of cultural World Heritage 专题分析和描述,支持世界文化遗产的气候脆弱性评估
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.culher.2025.10.017
T. Venkatachalam , J.C. Day , S. Jain , W. Megarry , C. Cameron , S.F. Heron
Climate change is ubiquitous and progressively more evident than other threats, affecting all types of World Heritage. However, comprehensive assessments of climate impacts upon all individual heritage properties are improbable given the extent and urgency of the challenge. Grouping properties by their similar values, common threats and/or geographic co-location is one approach to accelerate the evaluation of climate risk. This paper develops and demonstrates a thematic analysis methodology for grouping properties into themes and sub-themes based upon their similar cultural heritage characteristics. Defining thematically representative groups of properties can inform and facilitate assessments of climate vulnerability of properties with similar values, as well as enabling strategic networks of site managers whose responsibilities include managing similar threats. The Indian Subcontinent was selected for this analysis due to the variety of cultural World Heritage properties spread over a range of natural settings and climatic regions. The 49 properties analysed include some that are widely recognised (e.g., Taj Mahal, Red Fort Complex), as well as other lesser known but no less significant cultural locations. The framework developed here is a valuable standalone tool for decision making providing a practical management strategy that can aid policy and practice; however, it also contributes to a broader understanding of the climate vulnerability and risk to cultural heritage. Eight cultural thematic groups developed here were standardised and validated against existing international cultural heritage categories to ensure transferability to other geographical and heritage regions. Within these, 71 sub-themes were identified that reflect region-specific heritage aspects. Beyond climate-change applications, the thematic framework and outcomes have potential to influence heritage management more broadly.
气候变化无处不在,而且比其他威胁越来越明显,影响着所有类型的世界遗产。然而,考虑到这一挑战的范围和紧迫性,全面评估气候对所有个别遗产的影响是不可能的。根据相似值、共同威胁和/或地理位置对属性进行分组是加速评估气候风险的一种方法。本文发展并论证了一种基于相似文化遗产特征将属性划分为主题和子主题的主题分析方法。在主题上定义具有代表性的物业组,可以为具有类似价值的物业的气候脆弱性评估提供信息和便利,并使负责管理类似威胁的场地管理人员的战略网络成为可能。之所以选择印度次大陆进行分析,是因为印度次大陆的世界文化遗产分布在不同的自然环境和气候区域。分析的49处遗产包括一些被广泛认可的遗产(如泰姬陵、红堡建筑群),以及其他不太知名但同样重要的文化遗址。这里开发的框架是一个有价值的独立决策工具,提供了一个实用的管理战略,可以帮助政策和实践;然而,它也有助于更广泛地了解气候脆弱性和文化遗产的风险。根据现有的国际文化遗产类别,对八个文化主题组进行了标准化和验证,以确保可转移到其他地理和遗产区域。在这些主题中,确定了71个反映区域特定遗产方面的次级主题。除了气候变化应用之外,专题框架和成果有可能更广泛地影响遗产管理。
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引用次数: 0
S. Frutuoso de Montélios, analysis of the monument through new chronological inputs S. Frutuoso de montsamlios,通过新的时间输入对纪念碑进行分析
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.culher.2026.01.001
Francisco Andrade , Jorge Sanjurjo-Sánchez , Rebeca Blanco-Rotea , Manuela Martins
The Mausoleum/Chapel of S. Frutuoso de Montélios (Braga, Portugal) is one of the most paradigmatic places for the knowledge of the Portuguese Late Antique and Early Medieval Architecture, unavoidable presence in the Art History studies, which deal with the most ancient references of Christianity in the NW of the Iberian Peninsula. Within the project of Conservation, Valorization and Promotion of the Convent of S. Francisco de Real, led in the archaeological component, by the Archaeological Unit of the University of Minho, it was possible to carry out a detailed study of the building and an analysis of some mortars through Optical Stimulated Luminescence (OSL), crucial to clarifying and validate the historical knowledge that we have of the building. The samples collected from the foundation of the building confirm its Visigoth origins, being an unmissable reference in the northern outskirts of the city of Bracara in Late Antiquity. The dates related to the mausoleum, integrated in the convent, provided very important inputs to one of the most active archaeological debates of the Portuguese archaeology in the 20th century, the association of a set of buildings in the north of Portugal to the Visigoth or Mozarabic fabric and, consequently, the degree of impact of the territorial destabilization in the north of the Douro river.
S. Frutuoso de montsamlios陵墓/教堂(葡萄牙布拉加)是葡萄牙晚期古董和早期中世纪建筑知识最具代表性的地方之一,在艺术史研究中不可避免地存在,这些研究涉及伊比利亚半岛西北部最古老的基督教参考文献。在由Minho大学考古小组牵头的圣弗朗西斯科德雷亚尔修道院的保护、增值和推广项目中,有可能通过光学激发发光(OSL)对建筑进行详细研究,并对一些砂浆进行分析,这对于澄清和验证我们对建筑的历史知识至关重要。从建筑基础上收集的样本证实了它的西哥特起源,是古代晚期布拉卡拉市北郊不可错过的参考。与修道院有关的陵墓的日期,为20世纪葡萄牙考古学中最活跃的考古辩论之一提供了非常重要的输入,葡萄牙北部的一组建筑与西哥特或莫扎拉布织物的联系,以及因此,杜罗河北部领土不稳定的影响程度。
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引用次数: 0
Microblasting of powdered lignocellulosic particles: Cleaning of a wooden joint cover of a medieval coffered ceiling 粉末状木质纤维素颗粒的微爆破:中世纪格子天花板的木制接合覆盖物的清洗
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.culher.2025.12.012
Anna Nualart-Torroja , Àfrica Pitarch Martí , Iris Bautista-Morenilla , Manuel Ángel Iglesias-Campos
Mechanical methods used for cleaning unpolychromed wooden heritage in conservation-restoration rely on procedures that entail pressure and friction, potentially leading to erosion or material loss on the treated surface. In addition, certain methods, such as the use of sponges or erasers, very often leave residues that could affect the long-term conservation of wood due to their chemical composition.
The aim of this work is to assess the feasibility of using microblasting with powdered lignocellulosic particles for cleaning unpolychromed wood on a heritage artwork. The investigation aims to evaluate the advantages and drawbacks of this technique as a sensitive and sustainable alternative to the most common techniques used by conservator-restorers for unpolychromed wood cleaning. The cleaning results of microblasting of lignocellulosic particles are qualitatively compared to those achieved by traditional dry-cleaning techniques on wood.
This study is based on previous research that examined the effects of this technique on non-heritage wooden samples using hazelnut and almond shells, cork and pure cellulose powdered particles. The investigation aimed to assess potential morphological surface changes and to determine the degree of cleaning qualitatively without causing damage to the wood surface. Additionally, the study allowed the development of a cleaning protocol by selecting the specific particle size, and by adjusting pressure, angle, distance and time to surface soiling characteristics and wood typology according to the limited bibliographic references available.
From these results, tests were conducted on the back side of a wooden joint cover dating back to between the 14th and 16th centuries from one of the ceilings of the Monastery of Santa María de Pedralbes. The joint cover was weakened and affected by fungi and woodworm after centuries of outdoor climate exposure.
To evaluate the cleaning efficiency and the resulting effects on wood, the surface was analysed by digital optical microscopy and scanning electron microscopy before and after cleaning. Star diagrams were also made to assess the fulfilment of the cleaning criteria selected for the study.
Results indicate that when the technique is applied properly, an appropriate cleaning level can be achieved without compromising the fragile treated surface and with negligible presence of residues. Therefore, this approach emerges as a promising and environmentally friendly technique, respectful to the integrity of the heritage wooden artworks.
在保护修复中,用于清洁非彩色木材遗产的机械方法依赖于需要压力和摩擦的程序,可能导致处理表面的侵蚀或材料损失。此外,某些方法,例如使用海绵或橡皮擦,由于其化学成分,往往会留下可能影响木材长期保存的残留物。这项工作的目的是评估使用粉末状木质纤维素颗粒的微爆破清理文物艺术品上的非彩色木材的可行性。调查的目的是评估这种技术的优点和缺点,作为一种敏感的和可持续的替代最常用的技术,由保护-修复用于非多色木材清洁。木质纤维素颗粒的微爆破清洗结果与传统的木材干洗技术进行了定性比较。这项研究基于先前的研究,该研究检验了这种技术对使用榛子和杏仁壳、软木和纯纤维素粉末颗粒的非遗产木制样品的影响。该调查旨在评估潜在的形态学表面变化,并定性地确定清洁程度,而不会对木材表面造成损害。此外,该研究允许通过选择特定粒径,并根据有限的参考书目调整压力、角度、距离和时间来确定表面污染特征和木材类型,从而制定清洁方案。根据这些结果,对一个木制接头盖的背面进行了测试,该接头盖可以追溯到14世纪到16世纪之间,来自圣塔修道院María de Pedralbes的一个天花板。经过几个世纪的户外气候暴露,接缝覆盖被真菌和木蠕虫削弱并受到影响。为了评估清洁效率和对木材的影响,在清洁前后用数码光学显微镜和扫描电子显微镜对木材表面进行了分析。还制作了星图,以评估为研究选择的清洁标准的实现情况。结果表明,当该技术应用得当时,可以达到适当的清洁水平,而不会损害易碎的处理表面,并且残留物可以忽略不计。因此,这种方法作为一种有前途的环保技术出现,尊重传统木制艺术品的完整性。
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引用次数: 0
Advanced antimicrobial strategies for masonry heritage: Mechanisms, applications and prospects 砌体遗产的先进抗菌策略:机制、应用和前景
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.culher.2025.12.014
Zhiwei Liu , Ji Zhou , Guoyue Yang , Sheng Xiong
Microbial colonization and biodeterioration pose persistent threats to the integrity and aesthetics of brick and stone cultural heritage. To address these challenges, this review provides a comprehensive synthesis of antimicrobial strategies, ranging from conventional nanomaterials and natural products to emerging frontier approaches such as composite systems, superhydrophobic antimicrobial coatings, ionic liquid-based treatments, and green synthetic formulations. The study systematically integrates diverse antimicrobial mechanisms and emphasizes the translation gap between laboratory efficacy and real-world conservation practice. Special attention is given to multifunctional and environmentally responsive systems, which offer the potential to combine antibacterial activity with self-cleaning, controlled release, and durability enhancement. We further identify critical limitations, such as short-lived efficacy, ecological risks, and challenges in large-scale application—and highlight innovative solutions including encapsulation technologies, material hybridization, and sustainable synthesis routes. The study not only provides theoretical guidance but also proposes technical pathways for the sustainable protection of masonry heritage.
微生物定植和生物退化对砖石文化遗产的完整性和美学构成了持续的威胁。为了应对这些挑战,本综述提供了综合的抗菌策略,从传统的纳米材料和天然产物到新兴的前沿方法,如复合系统、超疏水抗菌涂层、离子液体处理和绿色合成配方。该研究系统地整合了多种抗菌机制,并强调了实验室功效与现实世界保护实践之间的翻译差距。特别关注的是多功能和环境响应系统,它提供了结合抗菌活性与自清洁、控制释放和耐久性增强的潜力。我们进一步指出了关键的限制,如短期疗效、生态风险和大规模应用的挑战,并强调了创新的解决方案,包括封装技术、材料杂交和可持续的合成路线。该研究不仅为砌体遗产的可持续保护提供了理论指导,而且为砌体遗产的可持续保护提供了技术途径。
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引用次数: 0
Unraveling of microbial colonizers driving biodeterioration divergence of brick heritage of the Nanjing Ming City Wall, a UNESCO World Heritage Site of China 被联合国教科文组织列为世界文化遗产的南京明城墙砖质遗产生物降解差异的微生物定殖体揭示
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-27 DOI: 10.1016/j.culher.2025.12.007
Weijia Wang , Fasi Wu , Xiaobo Liu
Historical buildings are an essential representative of UNESCO World Heritage, but they can also harbour microbial threats due to long-term exposure to an open environment. Given the dynamics of outdoor environmental parameters, microbial communities shape diverse functions that can lead to divergence in the biodeterioration of historical buildings, posing a significant challenge to heritage conservation. Here, we investigate the physicochemical characteristics of the biodeteriorated brick heritage of the Nanjing Ming City Wall, unravel the correlations between microbial communities and physicochemical parameters, and explore the key taxa that drive the biodeterioration divergence. Despite being sampled in the same area, physicochemical analysis indicated a significant divergence in the deterioration of the brick heritage. Microbial structures suggested that the predominant phyla are Acidobacteriota, Cyanobacteria, Gemmatimonadota, Proteobacteria, Chloroflexi, and Actinobacteriota, highlighting Acidobacteriota and Chloroflexi as the key players that shape the divergence in biodeterioration. Moreover, the correlations between microbial communities and physicochemical parameters confirmed that members of Acidobacteriota and Chloroflexi contribute to the biodeterioration divergence, probably through denitrification and nitrification. Given that the biodeteriorated bricks are situated in the same environment, we claim that the in-situ microenvironment that microbial colonizers might shape could, in turn, affect biodeterioration. Our findings will advance knowledge of the microbiomes that drive the biodeterioration dynamics of brick heritage and provide a basis for diagnosing microbial biodeterioration of outdoor stone heritage.
历史建筑是联合国教科文组织世界遗产的重要代表,但由于长期暴露在开放环境中,它们也可能潜藏微生物威胁。考虑到室外环境参数的动态变化,微生物群落塑造了不同的功能,可能导致历史建筑生物退化的分化,对遗产保护提出了重大挑战。本文研究了南京明城墙生物变质砖遗产的理化特征,揭示了微生物群落与理化参数的相关性,并探讨了驱动生物变质分化的关键类群。尽管在同一地区取样,物理化学分析表明砖遗产的退化有显著的差异。微生物结构表明,优势门是酸杆菌门、蓝藻门、双单胞菌门、变形菌门、绿藻门和放线菌门,酸杆菌门和绿藻门是形成生物降解分化的关键。此外,微生物群落与理化参数的相关性证实,酸杆菌门和氯氟烃门的成员可能通过反硝化和硝化作用参与了生物变质分化。鉴于生物降解砖位于相同的环境中,我们声称微生物定植可能形成的原位微环境反过来会影响生物降解。我们的研究结果将促进对驱动砖遗产生物降解动力学的微生物组的认识,并为诊断室外石头遗产的微生物生物降解提供基础。
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引用次数: 0
Study on anti-aging cultural paper using a combination of antioxidants and strengthening agents 抗氧化剂与强化剂复合抗老化文化纸的研究
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.culher.2025.12.001
Huiming Fan , Yibin Lin , Fengyu Li , Jianan Liu
Paper, as an important carrier of information, is widely used in fields such as books, magazines, newspapers, etc. Paper that serves to transmit information and preserve culture is commonly termed "cultural paper". To ensure the long-term preservation of cultural heritage, anti-aging treatment for cultural paper is essential. Unlike the predominantly acidic papermaking processes of the 20th century, modern cultural paper typically employs a milder alkaline method. This weakly alkaline environment effectively inhibits acidification-induced aging; consequently, the primary aging mechanism in these papers is oxidative degradation. The widely accepted cellulose auto-oxidation mechanism involves free radical reactions, wherein hydroxyl and superoxide anion radicals play major roles. These radicals not only accelerate paper degradation but also compromise the effectiveness of strengthening agents. This study proposes a novel anti-aging strategy for cultural paper using a combination of antioxidants and strengthening agents. Results indicate that among four common cellulose derivative strengtheners, carboxymethyl cellulose (CMC) demonstrated the best reinforcing performance. When combined with antioxidants, a 0.08 % mass concentration mixture of tea polyphenol and sodium phytate (mass ratio 1:1) exhibited excellent free radical scavenging capability. Furthermore, this mixture effectively suppressed radical activity, significantly enhancing the durability of the CMC treatment without adversely affecting the paper's initial properties.
纸张作为一种重要的信息载体,被广泛应用于书籍、杂志、报纸等领域。用于传递信息和保存文化的纸张通常被称为“文化纸”。为了保证文物的长期保存,对文物纸进行抗老化处理是必不可少的。与20世纪以酸性为主的造纸工艺不同,现代文化用纸通常采用较温和的碱性方法。这种弱碱性环境能有效抑制酸化引起的老化;因此,在这些论文中,主要的老化机制是氧化降解。纤维素的自氧化机制涉及自由基反应,其中羟基和超氧阴离子自由基起主要作用。这些自由基不仅会加速纸张的降解,还会影响强化剂的效果。本研究提出了一种利用抗氧化剂和增强剂相结合的新型文化纸抗衰老策略。结果表明,在四种常见的纤维素衍生物增强剂中,羧甲基纤维素(CMC)的增强性能最好。茶多酚与植酸钠的质量浓度为0.08%(质量比为1:1),与抗氧化剂结合使用时,具有良好的自由基清除能力。此外,这种混合物有效地抑制了自由基活性,显著提高了CMC处理的耐久性,而不会对纸张的初始性能产生不利影响。
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引用次数: 0
Efficient on-device damage segmentation for cultural heritage using pruning and knowledge distillation 利用剪枝和知识精馏对文物进行有效的装置上损伤分割
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-22 DOI: 10.1016/j.culher.2025.11.016
Yunpeng Yue , Hai Liu , Xiaoyu Liu , Francesca da Porto , Elisa Saler , Jie Cui , Marco Donà
Cultural heritage (CH) buildings may suffer damage due to aging, and computer vision can help detect and aid protection measures. However, damage segmentation models for CH buildings still face challenges such as large parameter sizes, low computational efficiency, and limited model portability. This paper proposes a real-time embedded system to segment damage in CH building images based on a lightweight neural network and knowledge distillation. Firstly, an improved YOLOv8n-Ghost model is established, which incorporates the Ghost module and a pruning method to construct a lightweight network and reduce model redundancy while maintaining detection accuracy and segmentation performance. Secondly, a channel-wise knowledge distillation method is applied to enable the student model to learn from the teacher model and improve accuracy without increasing the number of network parameters. Finally, a CH building dataset including seven types of damage in CH buildings is constructed, and the established dataset is used to train and validate the deep learning model. Experimental results demonstrate that the proposed damage segmentation model, trained on CH building images, achieves an average precision of 0.824 and can process a 512 × 512 image in 0.27 s (204 FPS). Fine-tuning effectively restores accuracy and reduces the model size to 2.94 MB after pruning. Moreover, knowledge distillation further enhances feature extraction ability, enabling accurate and real-time segmentation of various damage types, making the model suitable for UAV-based CH building inspections. Two case studies were conducted on a communal building and a Renaissance building in Padova, Italy, confirming the effectiveness of the trained algorithm. The proposed model was successfully deployed on an Android device, demonstrating accurate damage segmentation with high adaptability and efficient on-device processing capabilities.
文物建筑可能因老化而受损,计算机视觉可以帮助发现和协助保护措施。然而,用于CH建筑的损伤分割模型仍然面临着参数尺寸大、计算效率低、模型可移植性有限等挑战。本文提出了一种基于轻量级神经网络和知识精馏的实时嵌入式CH建筑图像损伤分割系统。首先,建立改进的YOLOv8n-Ghost模型,该模型结合Ghost模块和剪枝方法构建轻量级网络,在保持检测精度和分割性能的同时减少模型冗余;其次,采用基于渠道的知识蒸馏方法,使学生模型能够从教师模型中学习,在不增加网络参数数量的情况下提高准确率。最后,构建了包含7种CH建筑损伤类型的CH建筑数据集,并使用所建立的数据集对深度学习模型进行训练和验证。实验结果表明,基于CH建筑图像训练的损伤分割模型平均精度为0.824,处理512 × 512图像的时间为0.27 s (204 FPS)。微调有效地恢复了准确性,并将修剪后的模型大小减小到2.94 MB。此外,知识蒸馏进一步增强了特征提取能力,实现了对各种损伤类型的准确实时分割,使模型适用于基于无人机的CH建筑检测。在意大利帕多瓦的一座公共建筑和一座文艺复兴时期的建筑上进行了两个案例研究,证实了训练算法的有效性。该模型在Android设备上成功部署,显示出准确的损伤分割、高适应性和高效的设备上处理能力。
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引用次数: 0
Exploring the classification of painted pottery artifacts from different cultural sites in Northwest China by using LIBS technology combined with machine learning 利用LIBS技术结合机器学习对西北地区不同文化遗址彩陶文物进行分类研究
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-21 DOI: 10.1016/j.culher.2025.11.017
Yingna Chen , Duixiong Sun , Guoding Zhang , Xuetao Bai , Maogen Su , Marek Sikorski , Chenzhong Dong
Painted potterys, as a significant aspect of material culture, provides valuable insights into ancient societies and is essential for studying the evolution of civilizations. Traditional identification methods for the age of painted pottery artifacts often rely on excavation sites and decorative features, depending on expert experience, which introduces the risk of subjective misjudgment. To complement these approaches, this study proposes an auxiliary technique using Laser-Induced Breakdown Spectroscopy (LIBS) and machine learning. We analyzed pottery from six Neolithic to Bronze Age sites (c. 3300–600 B.C.). Hierarchical clustering evaluated chemical similarities, while Convolutional Neural Networks (CNN), Deep Neural Networks (DNN), and Light Gradient Boosting Machine (LightGBM) models were employed for classification. The optimal model achieved 98 % accuracy. The LIME interpreter further identified significant elemental features for each culture, enhancing objectivity. This research demonstrates that LIBS with machine learning serves as a valuable complement to traditional expertise, mitigating subjective risks and providing a reliable analytical aid for pottery classifications.
彩陶作为物质文化的一个重要方面,为研究古代社会提供了宝贵的见解,对研究文明的演变至关重要。传统的彩陶器物年代鉴定方法往往依赖于发掘地点和装饰特征,依赖于专家经验,这就引入了主观误判的风险。为了补充这些方法,本研究提出了一种使用激光诱导击穿光谱(LIBS)和机器学习的辅助技术。我们分析了六个新石器时代至青铜时代遗址(公元前3300-600年)的陶器。分层聚类评估化学相似性,同时使用卷积神经网络(CNN)、深度神经网络(DNN)和光梯度增强机(LightGBM)模型进行分类。最优模型的准确率达到98%。LIME解释器进一步确定了每种文化的重要元素特征,增强了客观性。这项研究表明,带有机器学习的LIBS可以作为传统专业知识的有价值的补充,降低主观风险,并为陶器分类提供可靠的分析辅助。
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引用次数: 0
Understanding architectural heritage: 3D-MELL framework of architectural heritage large language model based on 3D point cloud 理解建筑遗产:基于三维点云的建筑遗产大语言模型3D- mell框架
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-20 DOI: 10.1016/j.culher.2025.12.004
Ming Guo , Li Zhu , Guoli Wang , Xiaoke Shang , Yaru Zhang , Ming Huang , Jiawei Zhao , Yangchao Dong , Yaofeng Wang , Ruoxin Wang , Rongsheng Chen
The swift advancement of artificial intelligence technology indicates that large language models provide significant promise for comprehension and creative endeavors. Point cloud data has emerged as an essential technology resource in urban building, providing extensive information that facilitates many operations. Current research has thoroughly examined the utilization of point cloud data in semantic segmentation and target detection; nevertheless, the perceptual outcomes of these methods are sometimes challenging to implement in scene design directly. This study presents a novel 3D-MELL network architecture designed to enhance the limits of large-scale language modelling in processing 3D data. The architecture employs elements from ancient architectural components as the data source, with each element assigned distinct ID attribute markers and spatial relationship markers. These markers accurately represent the characteristics of the items and their interactions within the 3D environment. The model can be optimized by a distributed training technique to accommodate diverse downstream jobs with particular commands during the fine-tuning phase, demonstrating favorable training metrics and fitting outcomes. This project created a front-end page utilizing HTML and CSS frameworks to represent the chat interface, offering a novel approach to transmitting and developing architectural historical knowledge.
人工智能技术的迅速发展表明,大型语言模型为理解和创造性努力提供了重要的希望。点云数据已经成为城市建设中必不可少的技术资源,它提供了广泛的信息,方便了许多操作。目前的研究已经深入探讨了点云数据在语义分割和目标检测中的应用;然而,这些方法的感知结果有时很难直接应用于场景设计中。本研究提出了一种新颖的3D- mell网络架构,旨在增强大规模语言建模在处理3D数据中的局限性。该体系结构采用古代建筑构件中的元素作为数据源,并为每个元素分配了不同的ID属性标记和空间关系标记。这些标记准确地代表了物品的特征以及它们在3D环境中的相互作用。该模型可以通过分布式训练技术进行优化,以适应在微调阶段具有特定命令的不同下游作业,从而显示出良好的训练指标和拟合结果。该项目创建了一个前端页面,利用HTML和CSS框架来表示聊天界面,提供了一种传输和开发建筑历史知识的新方法。
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引用次数: 0
Use of lacquer collected from Toxicodendron succedaneum for the Neolithic lacquerware detected in Zhejiang Province of China 中国浙江省发现的新石器时代漆器中,从毒竹中采集的漆器的使用
IF 3.3 2区 综合性期刊 0 ARCHAEOLOGY Pub Date : 2025-12-18 DOI: 10.1016/j.culher.2025.12.003
Yoshimi Kamiya , Takayuki Honda , Yoshitaka Nagai , Chuichi Watanabe , Tetsuo Miyakoshi , Ningyuan Wang , Guoping Sun , Leping Jiang , Bin Liu , Shuichi Noshiro , Shinichi Nakamura
Lacquer coatings of lacquerware excavated from four Neolithic sites in Zhejiang Province of eastern China were analyzed with Py-GC/MS analysis. The studied lacquered objects were recovered at the Tianluoshan, Liangzhu-Bianjiashan, Liangzhu-Zhongjiagang, and Kuahuqiao sites. We also carried out radiocarbon dating of seven objects. In 14 of 17 lacquer coating samples, the pyrosis-gas chromatography/mass spectrometry (Py-GC/MS) had the highest intensity in 3-nonylphenol and revealed existence of alkylphenols with 17 carbons in the side chains. These features in the Py-GC/MS results are characteristic of laccol composing the lacquer obtained from Toxicodendron succedaneum. Radiocarbon dating of six studied lacquer coatings and three wooden bodies from these sites ranged from 8000 to 4650 cal BP and indicated that, during the Neolithic period, the lacquer of Toxicodendron succedaneum was used for lacquerware manufacture for nearly 3000 years in eastern China. The obtained results conformed with the present distribution of Toxicodendron succedaneum and T. vernicifluum in China, T. succedaneum in the southern to eastern parts and T. vernicifluum in the central to northeastern parts. This finding, however, disagreed with the traditional understanding about the Neolithic lacquerware manufacture in China that the lacquer from Toxicodendron vernicifluum was solely used for the manufacture.
采用Py-GC/MS分析方法对浙江省4个新石器时代遗址出土的漆器漆膜进行了分析。所研究的漆器分别在天罗山、梁柱-卞家山、梁柱-中家岗和花虎桥遗址出土。我们还对七个物体进行了放射性碳定年。在17个漆膜样品中,有14个样品的热解-气相色谱/质谱(Py-GC/MS)检测结果显示,3-壬基酚中存在17个侧链碳的烷基酚。这些特征都是黄刺藤漆中脂质成分的特征。对这些遗址所研究的6件漆器涂层和3件木器进行放射性碳定年,其时间跨度在8000 ~ 4650 cal BP之间,表明在新石器时代,中国东部地区使用黄纹漆制作漆器已有近3000年的历史。所得结果与中国毒刺和梭子狸的分布现状相吻合,梭子狸分布在南部至东部,梭子狸分布在中部至东北部。然而,这一发现与传统的关于中国新石器时代漆器制造的认识不一致,传统的认识是,毒竹漆仅用于制造。
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Journal of Cultural Heritage
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