打造听觉虚拟天文台

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Adrián García Riber, Francisco Serradilla
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引用次数: 0

摘要

利用可互操作的虚拟天文台技术,可以对大型空间望远镜任务产生的大量观测数据进行远程分析。在这种天文大数据分析的背景下,声化技术有可能为可视化增加一个补充维度,提高档案的可访问性,并在发现纯图形表示法中的重叠问题时提供一种可供选择的策略。本文介绍了一系列声化和音乐化原型,探讨了西班牙虚拟天文台(Spanish Virtual Observatory)的 MILES 和 STELIB 恒星库以及太空望远镜科学研究所(Space Telescope Science Institute)档案馆的开普勒(Kepler)和 TESS 光曲线数据库的案例研究。利用自动化和深度学习算法,它提供了一个资源 "调色板",可用于未来面向听觉虚拟天文台提案的开发。这项工作包括一项用户研究,从专业用户和非专业用户那里获得了定量和定性反馈,分析了使用正弦波和乐器映射来揭示星系透射光谱中的重叠线的情况,证实了正确解读准确的声波图需要培训和先验知识,并提供了潜在的指导原则,以启发未来为推广目的设计广为接受的听觉表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward an Auditory Virtual Observatory
The large ecosystem of observations generated by major space telescope missions can be remotely analyzed using interoperable virtual observatory technologies. In this context of astronomical big data analysis, sonification has the potential of adding a complementary dimension to visualization, enhancing the accessibility of the archives, and offering an alternative strategy to be used when overlapping issues are found in purely graphical representations. This article presents a collection of sonification and musification prototypes that explore the case studies of the MILES and STELIB stellar libraries from the Spanish Virtual Observatory and the Kepler and TESS light curve databases from the Space Telescope Science Institute archive. Using automation and deep learning algorithms, it offers a “palette” of resources that could be used in future developments oriented toward an auditory virtual observatory proposal. The work includes a user study with quantitative and qualitative feedback from specialized and nonspecialized users analyzing the use of sine waves and musical instrument mappings for revealing overlapped lines in galaxy transmission spectra, confirming the need for training and prior knowledge for the correct interpretation of accurate sonifications, and providing potential guidelines to inspire future designs of widely accepted auditory representations for outreach purposes.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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