Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.2172/1132005 |
报告编号 | LLNL-TR-653745 |
来源ID | OSTI ID: 1132005 |
Department of Energy's Biological and Environmental Research Strategic Data Roadmap for Earth System Science | |
Williams, Dean N.; Palanisamy, Giri; Shipman, Galen; B | |
2014-04-25 | |
出版年 | 2014 |
页数 | 33 |
语种 | 英语 |
国家 | 美国 |
领域 | 地球科学 |
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 | 查看原文 |
来源平台 | US Department of Energy (DOE) |
引用统计 | |
文献类型 | 科技报告 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/6485 |
专题 | 地球科学 |
推荐引用方式 GB/T 7714 | 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. |
条目包含的文件 | 条目无相关文件。 |
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