论文标题
SNAD查看器:您想了解的有关您喜欢的ZTF对象的所有信息
The SNAD Viewer: Everything You Want to Know about Your Favorite ZTF Object
论文作者
论文摘要
我们描述了SNAD Viewer,这是一个天文学家的Web门户网站,它从Zwicky Transient设施(ZTF)的数据发布中介绍了单个对象的集中视图,包括从多个公开可用的天文学档案和数据源收集的数据。最初构建的目的是在自适应机器学习应用程序的背景下实现有效的专家反馈,它已演变为一个成熟的社区资产,该资产集中了公共信息并提供了ZTF来源的多维视图。对于用户,我们提供了门户中显示的信息的数据源和选择的详细描述。对于开发人员而言,我们描述了我们的建筑选择及其后果,使我们的经验可以帮助其他人从事类似努力或根据其要求调整我们的公开发布的代码。我们在这里描述的基础架构是可扩展的,灵活的,可以由其他调查和其他科学目标进行个性化和使用。观看者在强调大数据天文学时代保留了关键的角色域专家留下的重要作用。鉴于即将到来的大规模调查的到来,我们认为类似的系统对于实现当前Terabyte和未来PETABYTE规模数据集的科学潜力的最佳开发至关重要。查看器可在线公开,网址为https://ztf.snad.space
We describe the SNAD Viewer, a web portal for astronomers which presents a centralized view of individual objects from the Zwicky Transient Facility's (ZTF) data releases, including data gathered from multiple publicly available astronomical archives and data sources. Initially built to enable efficient expert feedback in the context of adaptive machine learning applications, it has evolved into a full-fledged community asset that centralizes public information and provides a multi-dimensional view of ZTF sources. For users, we provide detailed descriptions of the data sources and choices underlying the information displayed in the portal. For developers, we describe our architectural choices and their consequences such that our experience can help others engaged in similar endeavors or in adapting our publicly released code to their requirements. The infrastructure we describe here is scalable and flexible and can be personalized and used by other surveys and for other science goals. The Viewer has been instrumental in highlighting the crucial roles domain experts retain in the era of big data in astronomy. Given the arrival of the upcoming generation of large-scale surveys, we believe similar systems will be paramount in enabling an optimal exploitation of the scientific potential enclosed in current terabyte and future petabyte-scale data sets. The Viewer is publicly available online at https://ztf.snad.space