Collaborative Proposal: EarthCube Integration: Accelerating Scientific WorkflowS using EarthCube Technologies (ASSET)

协作提案：EarthCube 集成：使用 EarthCube 技术加速科学工作流程 (ASSET)

• 批准号: 1740683
• 负责人: Yolanda Gil
• 金额: $ 11.03万
• 依托单位: University of Southern California
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2017
• 资助国家: 美国
• 起止时间: 2017-09-01 至 2020-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1740683&HistoricalAwards=false
• 关键词: Collaborative; Proposal; EarthCube; Integration; Accelerating

A major need in the geosciences is to reduce the amount of time geoscientists spend on "data wrangling" tasks (finding, accessing, subsetting, gridding, processing, reformatting, visualizing) so that they can spend more time on complex scientific analysis. This project will develop a means for scientists to document and interact with all of the data management and analysis tools that they need to create a scientific result, and it will add tools to find common patterns in their work to help find tools that could reduce the time needed to produce the result. This work may also help to make moethods and analyses more transparent by providing the means to track the steps in creating a scientific result.This project builds on relationships among cyberinfrastructure experts and geoscientists examine current scientific workflows and the integration of EarthCube tools. The work will include a workflow sketching interface to specify the steps, dependencies, current tools, current duration, and other important aspects of a scientist's workflow. As part of the proposed pilot project, the team will examine two geoscience use cases (hurricane risk and water resources) in detail and assign cyberinfrastructure experts to integrate EarthCube tools into these science workflows, to demonstrate the increases in productivity that are realized. In addition, the team will conduct a workshop/clinic at a major geoscience conference to collect additional use cases from the community, where geoscientists will describe their workflows and receive personalized advice on the use of EarthCube tools. If successful, the researchers may expand on this pilot project to conduct many more workshops at other venues and to map many more scientific workflows to corresponding EarthCube technologies.

地球科学的一个主要需求是减少地球科学家花在“数据争吵”任务（寻找，访问，子集，网格化，处理，重新格式化，可视化）上的时间，以便他们可以花更多的时间进行复杂的科学分析。该项目将为科学家开发一种方法，以记录他们创建科学结果所需的所有数据管理和分析工具并与之互动，并将添加工具以找到他们工作中的常见模式，以帮助找到可以减少产生结果所需时间的工具。这项工作还可以通过提供跟踪创建科学结果的步骤的手段来帮助使方法和分析更加透明。该项目建立在网络基础设施专家和地球科学家之间的关系的基础上，审查当前的科学工作流程和EarthCube工具的整合。 这项工作将包括一个工作流程草图界面，以指定科学家工作流程的步骤，依赖关系，当前工具，当前持续时间和其他重要方面。 作为拟议试点项目的一部分，该团队将详细研究两个地球科学用例（飓风风险和水资源），并指派网络基础设施专家将EarthCube工具整合到这些科学工作流程中，以展示所实现的生产力提高。 此外，该团队将在一次重大地球科学会议上举办讲习班/诊所，以收集来自社区的更多用例，地球科学家将在那里描述他们的工作流程，并获得有关使用EarthCube工具的个性化建议。 如果成功，研究人员可能会扩大这个试点项目，在其他地点举办更多的研讨会，并将更多的科学工作流程映射到相应的EarthCube技术。