Collaborative Proposal: Facility: Magnetics Information Consortium Catalyzes Enhanced Cyberinfrastructure and FAIR Data Access Enabling Science Across Community Subdomains

Magnetics Information Consortium(MAGIC)提供了一个基于Web的研究设施，允许研究人员和其他用户自由访问存档、搜索、可视化、操作、下载和重复使用数据，以应对地球科学中的许多重大挑战。在过去的六年里，上传数据的贡献者数量增加了两倍多，神奇的使用和数据集下载增加了六倍多。贡献者、贡献者和数据使用量的大幅增长之所以成为可能，是因为社区驱动的统一MAGIC数据模型，以及MAGIC设施部署了高度可扩展的数据库和高度适应性的Web界面。尽管互联网上仍然存在明显的稀疏数据，这些数据可以被描述为易于查找、可访问、可互操作和可重复使用-但这些公平数据原则是魔力的核心。此外，对下一代研究人员和任职人数不足的群体成员进行开发和使用现代数据分析方法的培训是魔术基金的另一个核心组成部分。在接下来的三年里，MAGIC基金将集中努力进行改进，以确保有效地获取广泛的分领域科学学科的数据、数据处理的透明度和可靠的文件--所有这些都是为了使研究人员和学生用户能够容易地解决可重复性和标准化问题。MAGIC设施将开发几种新的地理信息学产品，包括使用https://jupyterhub.earthref.org上的模板笔记本的综合投稿开发环境，其中包括以编程方式编辑、可视化、再现数据分析结果和更新用户投稿的指导步骤，而无需离开浏览器；两个专门的子域视图，具有特色过滤器、相关数据摘要和特定子域的计算和可视化；数据集丰富工具，以进一步减少准备在线数据投稿以供发布的工作；以及超级用户私有工作区，以支持MAGIC内的大型设施和实验室数据管理需求。特别是，来自俄勒冈州立大学、明尼苏达大学岩石磁性研究所(IRM)、加州大学伯克利分校和加州大学圣地亚哥分校斯克里普斯海洋研究所的新团队将合作，将PmagPy(一个开源和跨平台的软件，用于管理和分析古地磁数据)和先前存在的IRM岩石磁性计算工具集成到Magic后端服务器中，以允许在JupyterHub和EarthCube的Pangeo上进行高级在线计算、交互式可视化和集成；使Magic可以与其他也遵循公平原则的在线数据存储库进行互操作；并通过聘请历史上代表性不足的群体和不同机构类型的研究人员，继续加强魔术作为社区设施的作用。在接下来的三年里，MAGIC设施将转移到Fiesta(地球综合科学和技术应用框架)技术上，该技术正在地球立方的资助下最终敲定。这一奖项反映了NSF的法定使命，并通过使用基金会的智力优势和更广泛的影响审查标准进行评估，被认为值得支持。

The Magnetics Information Consortium (MagIC) provides a web-based research facility that allows researchers and other users free access to archive, search, visualize, manipulate, download, and reuse data that address many grand challenges in the geosciences. Over the past six years, the number of contributors uploading data more than tripled and MagIC usage and dataset downloads increased more than sixfold. These large increases in contributors, contributions, and data usage are possible because of a community-driven unified MagIC data model and because the MagIC Facility deploys highly scalable databases and a highly adaptable web interface. Although there is still a noticeable sparsity of data on the internet that can be characterized as being easily findable, accessible, interoperable, and reusable—these FAIR data principles lie at the heart of MagIC. In addition, training of the next generation of researchers and members of underrepresented groups in the development and use of modern data analysis methods form another central component in the MagIC Facility. In the next three years, the MagIC Facility will focus its efforts on making enhancements to ensure efficient access to data in a wide range of subdomain science disciplines, transparency in data processing, and reliable documentation—altogether to allow questions of reproducibility and standardization to be readily addressed by researcher and student users. The MagIC Facility will develop several novel geoinformatics products including an Integrated Contribution Development Environment using template notebooks on https://jupyterhub.earthref.org with guided steps for programmatically editing, visualizing, reproducing data analysis results, and updating user contributions without leaving the browser; two specialized Subdomain Views with featured filters, relevant data summaries, and subdomain-specific calculations and visualizations; a Dataset Enrichment tool to further reduce efforts to prepare an online data contribution for publication; and Superuser Private Workspaces to support large facility and laboratory data management needs within MagIC. In particular, the new team from Oregon State University, the Institute for Rock Magnetism (IRM) at the University of Minnesota, University of California, Berkeley, and the Scripps Institution of Oceanography at University of California, San Diego, will work collaboratively to integrate PmagPy (an open-source and cross-platform software package for curating and analyzing paleomagnetic data) and preexisting IRM rock magnetic computational tools into the MagIC back-end server to allow for advanced online calculations, interactive visualizations, and integration on JupyterHub and EarthCube’s Pangeo; to make MagIC interoperable with other online data repositories that also follow FAIR principles; and to keep strengthening MagIC as a community facility by engaging researchers from historically underrepresented groups and varied institution types. Over the next three years, the MagIC Facility will be transferred to FIESTA (Framework for Integrated Earth Science and Technology Applications) technology that is being finalized under funding from EarthCube.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.