Prediction of response of zooplankton biomass to climatic and oceanic changes

Ecological Modelling

Volumn 120, Issue 2-3, 1999, Pages 261-270

  Aoki, Ichiro ^a   Komatsu, Teruhisa ^b   Hwang, Kangseok ^c  

^a UNIVERSITY OF TOKYO   (Japan)

^b UNIVERSITY OF TOKYO   (Japan)

^c National Fisheries Research and Development Institute (NFRDI)   (South Korea)

Author keywords

Biomass prediction; Climatic change; Kuroshio Oyashio; Neural networks; Zooplankton

Indexed keywords

BIOMASS; CLIMATE CHANGE; ECOLOGICAL MODELING; MARINE ENVIRONMENT; PREDICTION; ZOOPLANKTON;

PACIFIC OCEAN;

INVERTEBRATA;

EID: 0033578442     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3800(99)00107-6     Document Type: Article

References (17)

1. Aoki I., Komatsu T. Analysis and prediction of the fluctuation of sardine abundance using a neural network. Oceanol. Acta. 20:1997;81-88.
2. Brodeur R.D., Ware D.M. Long-term variability in zooplankton biomass in the subarctic Pacific Ocean. Fish. Oceanogr. 1:1992;32-38.
3. Hanawa K. Long-term variations of the atmospheric circulation over the North Pacific and the Oyashio. Bull. Hokkaido Natl. Fish. Res. Inst. 55:1991;125-139.
4. Hirafuji, M., Ono, Y., Kobayashi, K., 1988. Nonlinear multivariate analysis with a neural network and a method of developing neural expert-systems. Proc.5th Meeting of Japan. Soft. Sci., pp. 113-116.
5. Haykin S. Neural networks: a comprehensive foundation. 1994;696 Macmillan, NY.
6. Japan Meteorological Agency, 1994. Report of climatic change '94. P. 444.
7. Kawai H. Masuzawa J. Hydrography of the Kuroshio and the Oyashio. In Physical Oceanography II. 1972;129-321 Tokai Univ. Press, Tokyo.
8. Kawai H. Long-term fluctuations in the north limit of the Kuroshio E xtension axis and in the south limit of the Oyashio water near the east coas t of Japan. Bull. Japan. Soc. Fish. Oceanogr. 53:1989;353-363.
9. Kotani Y., Odate K. Variations of zooplankton biomass in the waters off Tohoku province. Bull. Japan. Soc. Fish. Oceanogr. 56:1992;182-185.
10. Murakami M. On the 100 meter depth temperature indicative of the Kuroshio Extension axis in Tohoku area. Umi no Kenkyu. 2:1993;343-349.
11. Nitta T., Yamada S. Recent warming of tropical sea surface temperature and its relationship to the northern hemisphere circulation. J. Meteorol. Soc. Japan. 67:1989;375-383.
12. Nomoto S., Chiba M. Relation between the monthly mean temperature, monthly total precipitation and the 500 mb circular indices in Japan. Tenki. 33:1986;31-39.
13. Odate K. Zooplankton biomass and its long-term variation in the western North Pacific Ocean, Tohoku Sea Area, Japan. Bull. Tohoku Natl. Fish. Res. Inst. 56:1994;115-173.
14. Ripley B.D. Pattern recognition and neural networks. 1996;403 Cambridge University Press, NY.
15. Sekine Y. Variation in subarctic circulation in the North Pacific coupled with the variation in atmospheric circulation. Uni to Sora. 69:1993;73-80.
16. Smith M. Neural networks for statistical modeling. 1996;235 International Thompson Computer Press, Boston.
17. Tomosada A., Odate K. Long-term variability in zooplankto biomass and environment. Umi to Sora. 71:1995;1-7.