Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique

Gan Zijun; Mao Hanli

doi:10.1007/BF02900478

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Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique

OriginalPaper | Updated：2023-05-16

- Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique
- Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique
- 海洋湖沼学报（英文） 1983年1卷第2期页码：145-155
- Affiliations：
  
  Institute of Oceanology Academia Sinica
- Author bio：
- Funds：
  
  Contribution No. 801 from the Institute of Oceanology, Academia Sinica. An abstract of this paper was presented at an IAPSO Session of XVII IUGG held at Canberra, Australia, December 1979.
- DOI：10.1007/BF02900478
  中图分类号：
- 纸质出版：1983
- Accepted：
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Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique[J]. 海洋湖沼学报（英文）, 1983,1(2):145-155.

Zijun, G., Hanli, M. Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique., Chin. J. Ocean. Limnol. 1, 145–155 (1983). https://doi.org/10.1007/BF02900478
Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique[J]. 海洋湖沼学报（英文）, 1983,1(2):145-155. DOI： 10.1007/BF02900478.

Zijun, G., Hanli, M. Objective analysis and classification of the ten-day mean sea surface temperature variation in the East China Sea using singular value decomposition technique., Chin. J. Ocean. Limnol. 1, 145–155 (1983). https://doi.org/10.1007/BF02900478 DOI：

摘要

Abstract

The seasonal changes of the ten-day mean sea surface temperature in the East China Sea for the years 1953–1972 were studied using the singular value decomposition technique. Main results obtained are as follows: In the singular vector analysis of the ten-day mean sea surface temperature in the East China Sea

the first three singular vectors (or seasonal march functions) account for 97.76% of the variance of the data. The geographical distribution in the weightings (or spatial pattern functions) on these vectors shows a remarkable regional organization. An objective classification of the surface water mass in the East China Sea was based on the mode of its seasonal temperature changes.

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references

Businger, P. A. and G. H. Golub, 1969. Algorithm 358: singular value decomposition of a complex matrix.Comm. A. C. M. 12: 564–565.

Golub, G. H. and W. Kahan, 1966. Calculating the singular values and pseudo-inverse of a matrix.SIAM J. Numer. Anal. 2: 202–224.

Golub, G. H. and C. Reinsch, 1970. Singular value decomposition and least square solutions.Numer. Math. 14: 403–420. and in J. H. Wilkinson & C. Reinsch (editors, 1971), Handbook for Automatic Computation, Vol. II. Linear Algebra. Springer-Verlag, Berlin, pp. 134–151.

Gren, P. E. and J. D. Carroll, 1976. Mathematical Tools for Applied Multivariate Analysis. Academic Press, N. J. 376 pp.

Kikuchi, S., 1959. Researches on the sea surface temperature of the East China Sea (1st Report)—characters on the normal condition.Journal of Meteorological Research 11 (3): 169–183.

Koizumi, M., 1964. On the Standard Deviation of the Surface Temperature of the East China Sea.In: Studies on Oceanography, Hidaka Jubilee Committee, Tokyo, pp. 140–144. (in Japanese)

Lawson, C. L. and R. J. Hansen, 1974. Solving Least Squares Problems. Prentice-Hall, Englewood Cliffs, N. J., 340 pp.

Nagasaki Marine Observatory, 1958. The sea surface temperature of every ten-day of the East China Sea 1953–1957. Oceanographic Report of JMA, No. 7. (Special Number) (in Japanese)

Nagasaki Marine Observatory, 1963. The ten-day mean sea surface temperature of the East China Sea and the Yellow Sea 1953–1962. Technical Report of JMA. 31. (in Japanese)

Nagasaki Marine Observatory, 1975. Mean sea surface temperature in the East China Sea 1953–1972. Technical Report of JMA. 89. (in Japanese)

Sawarea, T., 1974. On the sea surface temperature in the East China Sea for the year 1953–1972.The Oceanographic Magazine 26: 17–36.

Sawara, T., 1975. On the sea surface temperature in the East China Sea for 20 years. Technical Report of JMA. 89. (in Japanese)

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