XASDB: a new database of experimental interactive X-ray absorption spectra.

IF 3 3区 物理与天体物理
Journal of Synchrotron Radiation Pub Date : 2025-09-01 Epub Date: 2025-07-31 DOI:10.1107/S1600577525006174
Xueqi Song, Haodong Yao, Fei Zhan, Shuguang Chen, Lirong Zheng, Chenyan Ma, Lei Zheng, Haifeng Zhao
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Abstract

We present a dedicated and comprehensive database for experimental X-ray absorption spectroscopy (XAS) data, an integrated and user-friendly platform that combines spectrum visualization, raw data processing, spectrum matching and downloading, thereby offering a holistic solution for understanding XAS data. Leveraging the unique nature of XAS data, we have designed the MySQL table structure and developed professional plotting tools to present the data. Furthermore, the database - named XASDB - incorporates a variety of data processing tools, including data normalization as well as flexible searching and downloading options. A toolkit called XASMatch is integrated in the platform, enabling users to identify the most similar spectra within the database to their input spectra and rank with scores. An API interface is also provided to facilitate sharing data with other XAS databases and users. A total of 152 spectra measured at Beijing Synchrotron Radiation Facility for metals, oxides and minerals standards are included in the database. Applications integrated with artificial intelligence are advancing, since more high solution spectra with new standards will be available after operation of a high energy photon source to be commissioned at the end of the year.

Abstract Image

Abstract Image

Abstract Image

XASDB:一个新的实验交互x射线吸收光谱数据库。
我们提出了一个专门的、全面的实验x射线吸收光谱(XAS)数据数据库,一个集光谱可视化、原始数据处理、光谱匹配和下载为一体的、用户友好的集成平台,从而为理解XAS数据提供了一个整体的解决方案。利用XAS数据的独特性质,我们设计了MySQL表结构,并开发了专业的绘图工具来表示数据。此外,这个名为XASDB的数据库集成了各种数据处理工具,包括数据规范化以及灵活的搜索和下载选项。平台中集成了一个名为XASMatch的工具包,使用户能够识别数据库中与其输入光谱最相似的光谱,并按分数进行排序。还提供了API接口,以方便与其他XAS数据库和用户共享数据。该数据库收录了北京同步辐射设施测量的金属、氧化物和矿物标准的共152个光谱。与人工智能集成的应用正在推进,因为在年底投入使用的高能光子源运行后,将有更多具有新标准的高溶液光谱可用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Synchrotron Radiation
Journal of Synchrotron Radiation INSTRUMENTS & INSTRUMENTATIONOPTICS&-OPTICS
CiteScore
5.60
自引率
12.00%
发文量
289
审稿时长
1 months
期刊介绍: Synchrotron radiation research is rapidly expanding with many new sources of radiation being created globally. Synchrotron radiation plays a leading role in pure science and in emerging technologies. The Journal of Synchrotron Radiation provides comprehensive coverage of the entire field of synchrotron radiation and free-electron laser research including instrumentation, theory, computing and scientific applications in areas such as biology, nanoscience and materials science. Rapid publication ensures an up-to-date information resource for scientists and engineers in the field.
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