| 项目编号: | 1740683
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| 项目名称: | Collaborative Proposal: EarthCube Integration: Accelerating Scientific WorkflowS using EarthCube Technologies (ASSET) |
| 作者: | Yolanda Gil
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| 承担单位: | University of Southern California
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| 批准年: | 2017
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| 开始日期: | 2017-09-01
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| 结束日期: | 2019-08-31
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| 资助金额: | 110273
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| 资助来源: | US-NSF
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| 项目类别: | Standard Grant
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| 国家: | US
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| 语种: | 英语
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| 特色学科分类: | Geosciences - Integrative and Collaborative Education and Research
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| 英文关键词: | earthcube tool
; corresponding earthcube technology
; scientific result
; scientific workflow
; workflow
; work
; current scientific workflow
; complex scientific analysis
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| 英文摘要: | 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. |
| 资源类型: | 项目
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| 标识符: | http://119.78.100.158/handle/2HF3EXSE/88837
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| Appears in Collections: | 全球变化的国际研究计划
科学计划与规划
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| Recommended Citation: | |
Yolanda Gil. Collaborative Proposal: EarthCube Integration: Accelerating Scientific WorkflowS using EarthCube Technologies (ASSET). 2017-01-01.
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