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Astronomical data fusion: recent progress and future prospects - a survey

文献类型：期刊论文

作者Yu, Ce1; Li, Bingyao1; Xiao, Jian1; Sun, Chao1; Tang, Shanjiang1; Bi, Chongke1; Cui, Chenzhou2; Fan, Dongwei2
刊名EXPERIMENTAL ASTRONOMY
出版日期2019-06-01
卷号47期号:3页码:359-380
ISSN号0922-6435
关键词Astronomical data fusion Multi-messenger astrophysics Virtual observatory Cross-matching Astronomical image fusion Image mosaic
DOI10.1007/s10686-019-09633-z
英文摘要Over the past year, the discovery of the first electromagnetic counterparts to sources of gravitational waves and high-energy neutrinos has brought us to the new era of multi-messenger astrophysics (MMA). These new events provide deep insights into astrophysics, meanwhile, lead to the development of astronomical data fusion techniques. Each messenger carries information from different observation process and fusing all messengers can therefore provide the best understanding of the celestial objects' attributes and expose various astrophysical phenomena. Over the decades, for the full exploitation of multi-band astronomical data, advanced unified platforms and data fusion techniques have been developed and become a research topic of interest for the astronomical community. In this paper, we present a systematic review of the popular and state-of-the-art fusion methods and platforms in different formats of astronomical data, aiming to give a comprehensive introduction to the current progress in this field; at the same time, we put forward insightful prospects for future study of multi-messenger data fusion, hoping to provide new thoughts for researchers in MMA era.
WOS关键词MULTISOURCE DATA FUSION ; IMAGE MOSAIC SERVICE ; CROSS-IDENTIFICATION ; BAYESIAN FUSION ; ACCESS ; RECONSTRUCTION ; REPRESENTATION ; CURVELETS ; EFFICIENT ; MONTAGE
资助项目National Natural Science Foundation of China (NSFC)[U1731243] ; National Natural Science Foundation of China (NSFC)[U1731125] ; National Natural Science Foundation of China (NSFC)[U1531111] ; Chinese Academy of Sciences (CAS) ; National Natural Science Foundation of China[11573019] ; National Natural Science Foundation of China[61602336]
WOS研究方向Astronomy & Astrophysics
语种英语
出版者SPRINGER
WOS记录号WOS:000477640300006
资助机构National Natural Science Foundation of China (NSFC) ; National Natural Science Foundation of China (NSFC) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China (NSFC) ; National Natural Science Foundation of China (NSFC) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China (NSFC) ; National Natural Science Foundation of China (NSFC) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China (NSFC) ; National Natural Science Foundation of China (NSFC) ; Chinese Academy of Sciences (CAS) ; Chinese Academy of Sciences (CAS) ; National Natural Science Foundation of China ; National Natural Science Foundation of China
源URL[http://ir.bao.ac.cn/handle/114a11/27187]  
专题中国科学院国家天文台
通讯作者Yu, Ce
作者单位1.Tianjin Univ, Coll Intelligence & Comp, Tianjin 300350, Peoples R China
2.Chinese Acad Sci, Natl Astron Observ, Beijing 100101, Peoples R China
推荐引用方式
GB/T 7714		 Yu, Ce,Li, Bingyao,Xiao, Jian,et al. Astronomical data fusion: recent progress and future prospects - a survey[J]. EXPERIMENTAL ASTRONOMY,2019,47(3):359-380.
APA Yu, Ce.,Li, Bingyao.,Xiao, Jian.,Sun, Chao.,Tang, Shanjiang.,...&Fan, Dongwei.(2019).Astronomical data fusion: recent progress and future prospects - a survey.EXPERIMENTAL ASTRONOMY,47(3),359-380.
MLA Yu, Ce,et al."Astronomical data fusion: recent progress and future prospects - a survey".EXPERIMENTAL ASTRONOMY 47.3(2019):359-380.

入库方式： OAI收割

来源：国家天文台

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