中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A case study of the consistency problem in the inverse estimation

文献类型:期刊论文

作者Wei Yanzhou1,2,3; Kang Xianbiao2,4; Pei Yuhua1
刊名ACTA OCEANOLOGICA SINICA
出版日期2017-09-01
卷号36期号:9页码:45-51
关键词Regularization Consistency Inverse Problems Box Inverse Model L-curve Method
DOI10.1007/s13131-017-1110-3
文献子类Article
英文摘要Inverse technique is a widely used method in oceanography, but it has a problem that the retrieved solutions often violate model prior assumptions. To tune the model has consistent solutions, an iteration approach, which successively utilizes the posterior statistics for next round inverse estimation, is introduced and tested from a real case study. It is found that the consistency may become elusive as the determinants of solution and noise covariance matrices become zero in the iteration process. However, after several steps of such operation, the difference between posterior statistics and the model prior ones can be gradually reduced.
语种英语
WOS记录号WOS:000408975800007
版本出版稿
源URL[http://ir.qdio.ac.cn/handle/337002/143123]  
专题海洋研究所_海洋环流与波动重点实验室
作者单位1.State Ocean Adm, Inst Oceanog 2, State Key Lab Satellite Ocean Environm Dynam, Hangzhou 310012, Zhejiang, Peoples R China
2.Chinese Acad Sci, Inst Oceanol, Key Lab Ocean Circulat & Waves, Qingdao 266071, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
4.Civil Aviat Flight Univ China, Coll Air Traff Management, Guanghan 618307, Peoples R China
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Wei Yanzhou,Kang Xianbiao,Pei Yuhua. A case study of the consistency problem in the inverse estimation[J]. ACTA OCEANOLOGICA SINICA,2017,36(9):45-51.
APA Wei Yanzhou,Kang Xianbiao,&Pei Yuhua.(2017).A case study of the consistency problem in the inverse estimation.ACTA OCEANOLOGICA SINICA,36(9),45-51.
MLA Wei Yanzhou,et al."A case study of the consistency problem in the inverse estimation".ACTA OCEANOLOGICA SINICA 36.9(2017):45-51.

入库方式: OAI收割

来源:海洋研究所

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