| DOI: | 10.2172/1132005
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| 报告号: | LLNL-TR-653745
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| 报告题名: | Department of Energy's Biological and Environmental Research Strategic Data Roadmap for Earth System Science |
| 作者: | Williams, Dean N.1; Palanisamy, Giri2; Shipman, Galen2; B
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| 出版年: | 2014
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| 发表日期: | 2014-04-25
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| 总页数: | 33
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| 国家: | 美国
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| 语种: | 英语
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| 中文主题词: | 铅
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| 主题词: | LEAD
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| 英文摘要: | Rapid advances in experimental, sensor, and computational technologies and techniques are driving exponential growth in the volume, acquisition rate, variety, and complexity of scientific data. This wealth of scientifically meaningful data has tremendous potential to lead to scientific discovery. However, to achieve scientific breakthroughs, these data must be exploitableâthey must be analyzed effectively and efficiently and the results shared and communicated easily within the wider Department of Energyâs (DOEâs) Biological and Environmental Research (BER) Climate and Environmental Sciences Division (CESD) community. The explosion in data complexity and scale makes these tasks exceedingly difficult to achieve, particularly given that an increasing number of disciplines are working across techniques, integrating simulation and experimental or observational results (see Table 5 in Appendix 2). Consequently, we need new approaches to data management, analysis, and visualization that provide research teams with easy-to-use and scalable end-to-end solutions. These solutions must facilitate (and where feasible, automate and capture) every stage in the data lifecycle (shown in Figure 1), from collection to management, annotation, sharing, discovery, analysis, and visualization. In addition, the core functionalities are the same across climate science communities, but they require customization to adapt to specific needs and fit into research and analysis workflows. To this end, the mission of CESDâs Data and Informatics Program is to integrate all existing and future distributed CESD data holdings into a seamless and unified environment for the acceleration of Earth system science. |
| URL: | http://www.osti.gov/scitech/servlets/purl/1132005
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| Citation statistics: |
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| 资源类型: | 研究报告
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| 标识符: | http://119.78.100.158/handle/2HF3EXSE/41543
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| Appears in Collections: | 过去全球变化的重建
影响、适应和脆弱性
科学计划与规划
气候变化与战略
全球变化的国际研究计划
气候减缓与适应
气候变化事实与影响
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| 1132005.pdf（1113KB） | 研究报告 | -- | 开放获取 | | View
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作者单位: | 1. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
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| Recommended Citation: | |
Williams, Dean N.,Palanisamy, Giri,Shipman, Galen,et al. Department of Energy's Biological and Environmental Research Strategic Data Roadmap for Earth System Science. 2014-01-01.
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