On the Uniqueness of the Singular Value Decomposition in Meteorological ApplicationsSource: Journal of Climate:;1997:;volume( 010 ):;issue: 007::page 1762Author:Hu, Qi
DOI: 10.1175/1520-0442(1997)010<1762:OTUOTS>2.0.CO;2Publisher: American Meteorological Society
Abstract: The author revisits the singular value decomposition (SVD) method and shows that the nonuniqueness of the left and right singular vectors related to SVD posts limitations on applications of the method. Caution should be observed when the heterogeneous and homogeneous correlation maps are applied to interpret the relationship between two meteorological data series.
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| contributor author | Hu, Qi | |
| date accessioned | 2017-06-09T15:35:53Z | |
| date available | 2017-06-09T15:35:53Z | |
| date copyright | 1997/07/01 | |
| date issued | 1997 | |
| identifier issn | 0894-8755 | |
| identifier other | ams-4817.pdf | |
| identifier uri | http://onlinelibrary.yabesh.ir/handle/yetl/4187478 | |
| description abstract | The author revisits the singular value decomposition (SVD) method and shows that the nonuniqueness of the left and right singular vectors related to SVD posts limitations on applications of the method. Caution should be observed when the heterogeneous and homogeneous correlation maps are applied to interpret the relationship between two meteorological data series. | |
| publisher | American Meteorological Society | |
| title | On the Uniqueness of the Singular Value Decomposition in Meteorological Applications | |
| type | Journal Paper | |
| journal volume | 10 | |
| journal issue | 7 | |
| journal title | Journal of Climate | |
| identifier doi | 10.1175/1520-0442(1997)010<1762:OTUOTS>2.0.CO;2 | |
| journal fristpage | 1762 | |
| journal lastpage | 1766 | |
| tree | Journal of Climate:;1997:;volume( 010 ):;issue: 007 | |
| contenttype | Fulltext |