Scientific Data Annotation and Dissemination: Using the ‘Ike Wai Gateway to Manage Research Data

Scientific Data Annotation and Dissemination: Using the ‘Ike Wai Gateway to Manage Research Data
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科学数据注释和传播:使用 Ike Wai Gateway 管理研究数据

DOI:
10.1145/3311790.3396661
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发表时间:
2020
期刊:
Practice and Experience in Advanced Research Computing
影响因子:
--
通讯作者:
Jacobs Cleveland, Gwen A.
Jacobs Cleveland, Gwen A.
中科院分区:
--
文献类型:
--
作者:
Cleveland, Sean B.;Geis, Jennifer;Jacobs Cleveland, Gwen A.

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授权机构在数据的生成和分析上投入了数百万美元,使这些产品非常有价值。但是,如果没有对用于收集和分析数据的方法进行足够的注释,那么再现和重用这些产品的能力就会受到影响。在研究过程的不同阶段,缺乏对数据质量和可信度的保证,基本上浪费了大量的时间和资金投入,如果所有的东西都得到有效的注释并传播给更广泛的研究社区,就无法推动研究向前发展到潜在的水平。为了解决夏威夷刺激竞争性研究(EPSCoR)项目的这个问题,夏威夷大学(UH)开发了一个水科学门户,称为“艾克Wai门户”。在夏威夷语中,“Ike”是知识的意思,“Wai”是水的意思。该门户通过提供工具来解决夏威夷的水可持续性问题,支持水文学和水管理的研究。网关为数据产品的数据采集、分析、模型集成和显示提供了一个框架。该网关旨在通过为多领域现场观测、分析实验室行动和建模输出提供可靠的数据和元数据管理能力,补充和整合水文科学进步大学联盟(CUAHSI) Hydroshare的能力。网关提供的功能由CUAHSI的观测数据模型(ODM)的一个子集提供支持,该子集作为基于web的集中式用户界面和api提供,支持多域数据管理、计算、分析和可视化工具,以支持夏威夷EPSCoR的Ike Wai研究团队和更广泛的夏威夷水文社区的可重复科学、建模、数据发现和决策支持。通过利用Tapis平台,UH已经构建了一个网关,将数据和先进的计算资源联系在一起,以支持不同的研究领域,包括微生物学,地球化学,地球物理学,经济学和人文科学,再加上计算和建模工作流,在用户友好的web界面中交付,工作流有效地注释项目数据和产品。通过“Ike Wai”数据网关和Hydroshare传播“Ike Wai”项目的结果,使研究成果可访问和可重复使用。
Granting agencies invest millions of dollars on the generation and analysis of data, making these products extremely valuable. However, without sufficient annotation of the methods used to collect and analyze the data, the ability to reproduce and reuse those products suffers. This lack of assurance of the quality and credibility of the data at the different stages in the research process essentially wastes much of the investment of time and funding and fails to drive research forward to the level of potential possible if everything was effectively annotated and disseminated to the wider research community. In order to address this issue for the Hawai’i Established Program to Stimulate Competitive Research (EPSCoR) project, a water science gateway was developed at the University of Hawai‘i (UH), called the ‘Ike Wai Gateway. In Hawaiian, ‘Ike means knowledge and Wai means water. The gateway supports research in hydrology and water management by providing tools to address questions of water sustainability in Hawai‘i. The gateway provides a framework for data acquisition, analysis, model integration, and display of data products. The gateway is intended to complement and integrate with the capabilities of the Consortium of Universities for the Advancement of Hydrologic Science’s (CUAHSI) Hydroshare by providing sound data and metadata management capabilities for multi-domain field observations, analytical lab actions, and modeling outputs. Functionality provided by the gateway is supported by a subset of the CUAHSI’s Observations Data Model (ODM) delivered as centralized web based user interfaces and APIs supporting multi-domain data management, computation, analysis, and visualization tools to support reproducible science, modeling, data discovery, and decision support for the Hawai’i EPSCoR ‘Ike Wai research team and wider Hawai‘i hydrology community. By leveraging the Tapis platform, UH has constructed a gateway that ties data and advanced computing resources together to support diverse research domains including microbiology, geochemistry, geophysics, economics, and humanities, coupled with computational and modeling workflows delivered in a user friendly web interface with workflows for effectively annotating the project data and products. Disseminating results for the ‘Ike Wai project through the ‘Ike Wai data gateway and Hydroshare makes the research products accessible and reusable.
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