空间科学数据产品组织模型
收稿日期: 2019-08-10
网络出版日期: 2020-04-08
基金资助
空间科学大数据管理与应用服务平台建设(Z181100002918002);“十三五”信息化专项(XXH13505-04)
Framework for Space Science Data Organization
Received date: 2019-08-10
Online published: 2020-04-08
空间科学聚焦宇宙和生命的起源和演化、太阳系与人类的关系等重大基本问题研究,是世界自然科学发展的前沿学科。作为促进空间科学创新发展的重要科技资源,空间科学数据日益受到国家的重视。国家空间科学数据中心是获科技部批准的国家学科数据中心之一,承担着中国空间科学数据资源的集中汇交、永久保存和统一共享职责。在科学数据实际管理活动中,国家空间科学中心围绕科技资组织、汇交、归档和共享等基本需求,聚焦科技资源实体分层级组织、存储和管理等基本问题,建立了一套学科数据组织模型,定义了数据产品、数据(产品)集、数据卷三种资源组织管理,为不同层次资源配套了支持数据释义、索引、应用和管理等不同使用目的元数据。该数据组织模型在数据处理、管理和共享应用项目实施中取得了良好的应用效果。在国家空间科学数据中心建设的关键阶段,应全面推广该数据组织模型在空间科学领域不同科研项目中的应用,从数据生产源头保障汇交至国家空间科学数据中心资源的规范性、易用性和完整性。同时,空间科学数据产品组织模型具有较强的移植性,可为其他学科数据组织、存储和共享管理提供借鉴。
熊森林, 邹自明, 胡晓彦, 纪珍 . 空间科学数据产品组织模型[J]. 农业大数据学报, 2019 , 1(4) : 30 -36 . DOI: 10.19788/j.issn.2096-6369.190403
Space science is a discipline that focuses on the solution to basic but significant problems and research, such as the origin and evolution of the universe and human life or the relationship between the solar system and human beings. It is a quickly developing frontier subject in the natural sciences worldwide. Because of the key roles it plays in promoting the innovation of science and technology, in assisting the development of the economy, and in guaranteeing our country's safety, space science data are considered to be an indispensable resource of science and technology infrastructure. Currently, China has set up 20 national subject data centers to collect, save, and share scientific data in different subject domains. As one of these 20 data centers, the China Space Science Data Center (CSSDC) is responsible for the centralized collection, permanent preservation, and unified sharing of China’s space science data. According to the basic standards and rules needed in scientific data processing and project management implementation, such as guides for data organization, exchanging, archiving, and publication, the CSSDC has built a set of data resource organization models to guide hierarchical data organization, storage, and management. In these models, data products, data(products) sets, and data volume were defined, and the supporting data resources (metadata) that assist the interpretation, indexing, application, and management of data were constructed as well. This data organization model was adopted in CSSDC data processing, sharing andmanagement projects and achieved good results. At this critical stage in the construction of the CSSDC, the use of this data organization model in different scientific research projects in space science is strongly recommend. This measure can ensure the integrity, normalization, and uniformity of the space science data that are collected from different science and technology projects. Meanwhile, the space science data product organization model is highly portable and can hence provide some references for the data organization, storage, and sharing management of other disciplines.
| 1 | 邹自明,胡晓彦,熊森林.空间科学大数据的机遇与挑战[J].中国科学院院刊,2018(8):877-883. |
| 1 | Zou Z M,Hu X Y,Xiong S L.2018.Challenges and Opportunities of Big Data in Space Science.Bulletin of the Chinese Academy of Sciences,33(8):877-883 |
| 2 | 邹自明,佟继周,熊森林,et al.大数据时代空间科学领域的科研信息化实践与成果[J].大数据,2016(6):83-96. |
| 2 | Zou Z M,Tong J Z,Xiong S L,et al.2016.e-Science practice and results in space science under an era of big data.Big Data Research,2(6):83-96. |
| 3 | 康栋贺,邹自明,胡晓彦,et al.支持时空耦合计算的HTM-ST日地空间系统数据组织模型[J].地球信息科学学报,2017(6). |
| 3 | Kang D H,Zou Z M,Hu X Y,et al.2017.HTM-ST: A data model supporting spatio-temporal coupled computation for solar-terrestrial system.Journal of Geo-information Science,19(6):735-743. ] DOI:10.3724/SP.J.1047.2017.00735 |
| 4 | King T,Thieman J,Roberts D A.SPASE 2.0: A standard data model for space physics[J].Earth Science Informatics,2010,3(1-2):67-73. |
| 5 | Susan K.McMahon. Overview of the Planetary Data System[J] .Planetary and Space Science.1996 (1) |
| 6 | Jet Propulsion Laboratory (JPL).Planetary Data System Standards Reference [M]. v3.8.Califonia: JPL California Institute of Technology,2009. |
| 7 | 杨宏伟,赵文津,吴珍汉.PDS行星数据系统研究及其应用[J].地质学报,2015,89(12):2419-2432. |
| 7 | Yang H W,Zhao W J,Wu Z H.2015.Research on Planetary Data System and Application[J].Acta Geologica Sinica,89(12):2419-2432. |
| 8 | 杨宏伟,赵文津,吴珍汉.2016.月球构造新认识:基于60m高精度全月月形图的月球构造形态学研究[J].地质学报,90(9):2206-2218. |
| 8 | Yang H W,Zhao W J,Wu Z H.2016.New Knowledge of Lunar Tectonics: Researches on Lunar Tectonics and Geomorphology with Global Topographic Maps in High Accuracy of 60 Meters[J].Acta Geologica Sinica,90(9):2206-2218. |
| 9 | 佟继周,邹自明,傅衍杰,等.空间科学e-Science应用—— 空间科学虚拟观测台(VSSO)[J].科研信息化技术与应用,2011,2(1):61-68. |
| 9 | Tong J Z,Zou Z M,Fu Y J,et al.2011.Virtual space science observatory:an e-Science implementation in space science.e-Science Technology and Application,2(1):61-68. |
| 10 | 邹自明,马文臻.空间科学数据应用环境研究[J].中国计算机学会通讯,2013,9(9):12-15. |
| 10 | Zou Z M,Ma W Z.2013.Research on space science data application environment.Communications of the CCF,9(9):12-15.] |
| 11 | 傅衍杰,邹自明,佟继周.空间科学虚拟观测台体系结构研究[J].天文研究与技术,2011,8(4):395-402. |
| 11 | Fu Y J,Zou Z M,Tong J Z.2011.Research of architecture of the Chinese space science virtual observatory.Astronomical Research & Technology,8(4):395-402. |
| 12 | 郑岩,邹自明,佟继周,等.行星科学数据系统(PDS)标准规范的研究[J].科研信息化技术与应用,2009(1):1-8. |
| 12 | Zheng Y,Zou Z M,Tong J Z,et al.2009.Research on the planetary data system (PDS).E-science Technology and Application, (1):1-8. |
| 13 | 姜旭,佟继周,崔辰州,等.基于虚拟天文台的HXMT卫星数据检索发布系统设计与实现[J].天文研究与技术,2014,11(4):378-387. |
| 13 | Jiang X,Tong J Z,Cui C Z,et al.2014.Design and Implementation of the HXMT Data Retrieval/Publishing System Based on the Virtual Observatory.Astronomical Research & Technology,11(4):378-387. |
| 14 | 熊森林,郑岩,闫振中,et al.南美空间天气信息系统设计与初步实现[J].科研信息化技术与应用,2017(01):47-57. |
| 14 | Xiong S L,Zheng Y,Yan Z Zet al.2017.Design and Implementation of South American Space Weather Information System.E-science Technology & Application,8(01):47-57 |
| 15 | 刘春蔚,邹自明,佟继周.基于LSI的日地空间领域科学数据语义检索模型[J].中国科学院大学学报,2016,33(5):711-719. |
| 15 | Liu C W,Zou Z M,Tong J Z.2016.LSI-based semantic retrieval model for scientific data in solar-terrestrial space field.Journal of University of Chinese Academy of Sciences,33(5):711-719. |
/
| 〈 |
|
〉 |