Department of Energy's Biological and Environmental Research Strategic Data Roadmap for Earth System Science

doi:10.2172/1132005

GSTDTAP > 地球科学

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.
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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.