Big data and paradigm shift for astronomy in the 21<sup>st</sup>century
With the development of large space-based and ground-based observational technologies,the volume,output rate and complexity of astronomical data rapidly increase.The astronomy steps into a new data-intensive era.The characteristics of astronomical data were represented.The limitations of traditional...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2016-11-01
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| Series: | 大数据 |
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| Online Access: | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2016067 |
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| author | Yanxia ZHANG Chenzhou CUI Yongheng ZHAO |
| author_facet | Yanxia ZHANG Chenzhou CUI Yongheng ZHAO |
| author_sort | Yanxia ZHANG |
| collection | DOAJ |
| description | With the development of large space-based and ground-based observational technologies,the volume,output rate and complexity of astronomical data rapidly increase.The astronomy steps into a new data-intensive era.The characteristics of astronomical data were represented.The limitations of traditional astronomy were analyzed.The necessity and research direction of developing astrostatistics and astroinformatics were put forward.As a typical astronomical application,the operation and applications of LSST were introduced.The organizations related to astrostatistics and astroinformatics were summarized.The present situation and problems of public education about this respect were analyzed.All these were provided as references for the healthy development of big data in astronomy. |
| format | Article |
| id | doaj-art-ddac815f11034f48bf3d6a4bf35021da |
| institution | OA Journals |
| issn | 2096-0271 |
| language | zho |
| publishDate | 2016-11-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 大数据 |
| spelling | doaj-art-ddac815f11034f48bf3d6a4bf35021da2025-08-20T02:08:54ZzhoChina InfoCom Media Group大数据2096-02712016-11-012201606759525569Big data and paradigm shift for astronomy in the 21<sup>st</sup>centuryYanxia ZHANGChenzhou CUIYongheng ZHAOWith the development of large space-based and ground-based observational technologies,the volume,output rate and complexity of astronomical data rapidly increase.The astronomy steps into a new data-intensive era.The characteristics of astronomical data were represented.The limitations of traditional astronomy were analyzed.The necessity and research direction of developing astrostatistics and astroinformatics were put forward.As a typical astronomical application,the operation and applications of LSST were introduced.The organizations related to astrostatistics and astroinformatics were summarized.The present situation and problems of public education about this respect were analyzed.All these were provided as references for the healthy development of big data in astronomy.http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2016067astronomical big data;astroinformatics;astrostatistics;survey |
| spellingShingle | Yanxia ZHANG Chenzhou CUI Yongheng ZHAO Big data and paradigm shift for astronomy in the 21<sup>st</sup>century 大数据 astronomical big data;astroinformatics;astrostatistics;survey |
| title | Big data and paradigm shift for astronomy in the 21<sup>st</sup>century |
| title_full | Big data and paradigm shift for astronomy in the 21<sup>st</sup>century |
| title_fullStr | Big data and paradigm shift for astronomy in the 21<sup>st</sup>century |
| title_full_unstemmed | Big data and paradigm shift for astronomy in the 21<sup>st</sup>century |
| title_short | Big data and paradigm shift for astronomy in the 21<sup>st</sup>century |
| title_sort | big data and paradigm shift for astronomy in the 21 sup st sup century |
| topic | astronomical big data;astroinformatics;astrostatistics;survey |
| url | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2016067 |
| work_keys_str_mv | AT yanxiazhang bigdataandparadigmshiftforastronomyinthe21supstsupcentury AT chenzhoucui bigdataandparadigmshiftforastronomyinthe21supstsupcentury AT yonghengzhao bigdataandparadigmshiftforastronomyinthe21supstsupcentury |