Interannual to Interdecadal Variability in the Japan Sea Based on a New Gridded Upper Water Temperature Dataset

Shoshiro Minobe Division of Earth and Planetary Sciences, Graduate School of Science, Hokkaido University, Hokkaido, Sapporo, Japan, and Frontier Research System for Global Change, Yokohama City, Kanagawa, Japan

Search for other papers by Shoshiro Minobe in
Current site
Google Scholar
PubMed
Close
,
Akinori Sako Division of Earth and Planetary Sciences, Graduate School of Science, Hokkaido University, Hokkaido, Sapporo, Japan

Search for other papers by Akinori Sako in
Current site
Google Scholar
PubMed
Close
, and
Makoto Nakamura Division of Earth and Planetary Sciences, Graduate School of Science, Hokkaido University, Hokkaido, Sapporo, Japan

Search for other papers by Makoto Nakamura in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

A new gridded water temperature dataset of upper 400-m depths (0, 50, 100, 200, 300, and 400 m) for the Japan Sea (or East Sea) is produced by using an optimal interpolation technique from 1930 to 1996, based on oceanographic observations collected in the World Ocean Database 1998. The temperature data are analyzed by a complex empirical orthogonal function (CEOF) with six levels combined using the data for a period from 1957 to 1996, during which most of gridded data are available. Before calculating the CEOFs, low-pass or high-pass filters (cutoff period at 7 yr) are applied to separate interannual and decadal temperature changes, respectively. One interannual and two decadal CEOF modes are identified. The interannual first CEOF mode is characterized by the energetic variability around and south of the subpolar front in the western Japan Sea, accompanied by northward and northeastward phase propagations emanating from the Tsushima Strait. The decadal first CEOF mode exhibits a broad structure prevailing over the whole Japan Sea, but large amplitudes are trapped by the subpolar front, with 60°–90° phase lags between the northeastern and southwestern Japan Sea. The decadal second CEOF mode has a localized structure with strong correlations in the Yamato Basin. The relation between the atmosphere and ocean is analyzed by a correlation analysis of wintertime sea level pressures (SLPs) onto the temporal coefficients of the CEOF modes. The interannual first CEOF mode is accompanied by the SLP anomalies over the western North Pacific Ocean with steep SLP gradients over the Japan Sea, suggesting that this mode is forced by local wind anomalies associated with the SLP changes over the western North Pacific. The decadal first CEOF mode is likely to be caused by changes of the east Asian winter monsoon due to the SLP variability of the northern part of the Siberian high, which is closely associated with the decadal fluctuations of the Arctic Oscillation and the North Atlantic Oscillation. The second decadal CEOF mode is accompanied by high SLP correlations over the central North Pacific associated with strength changes of Aleutian lows, suggestive of remote forcing from the central North Pacific.

Current affiliation: Alpha Hydraulic Engineering Consultants, Sapporo, Japan

Current affiliation: IBM Global Service, Japan Solution and Services Company, Sapporo, Japan

Corresponding author address: Shoshiro Minobe, Division of Earth and Planetary Sciences, Graduate School of Science, Hokkaido University, Hokkaido, Sapporo 060-0810, Japan. Email: minobe@ep.sci.hodudai.ac.jp

Abstract

A new gridded water temperature dataset of upper 400-m depths (0, 50, 100, 200, 300, and 400 m) for the Japan Sea (or East Sea) is produced by using an optimal interpolation technique from 1930 to 1996, based on oceanographic observations collected in the World Ocean Database 1998. The temperature data are analyzed by a complex empirical orthogonal function (CEOF) with six levels combined using the data for a period from 1957 to 1996, during which most of gridded data are available. Before calculating the CEOFs, low-pass or high-pass filters (cutoff period at 7 yr) are applied to separate interannual and decadal temperature changes, respectively. One interannual and two decadal CEOF modes are identified. The interannual first CEOF mode is characterized by the energetic variability around and south of the subpolar front in the western Japan Sea, accompanied by northward and northeastward phase propagations emanating from the Tsushima Strait. The decadal first CEOF mode exhibits a broad structure prevailing over the whole Japan Sea, but large amplitudes are trapped by the subpolar front, with 60°–90° phase lags between the northeastern and southwestern Japan Sea. The decadal second CEOF mode has a localized structure with strong correlations in the Yamato Basin. The relation between the atmosphere and ocean is analyzed by a correlation analysis of wintertime sea level pressures (SLPs) onto the temporal coefficients of the CEOF modes. The interannual first CEOF mode is accompanied by the SLP anomalies over the western North Pacific Ocean with steep SLP gradients over the Japan Sea, suggesting that this mode is forced by local wind anomalies associated with the SLP changes over the western North Pacific. The decadal first CEOF mode is likely to be caused by changes of the east Asian winter monsoon due to the SLP variability of the northern part of the Siberian high, which is closely associated with the decadal fluctuations of the Arctic Oscillation and the North Atlantic Oscillation. The second decadal CEOF mode is accompanied by high SLP correlations over the central North Pacific associated with strength changes of Aleutian lows, suggestive of remote forcing from the central North Pacific.

Current affiliation: Alpha Hydraulic Engineering Consultants, Sapporo, Japan

Current affiliation: IBM Global Service, Japan Solution and Services Company, Sapporo, Japan

Corresponding author address: Shoshiro Minobe, Division of Earth and Planetary Sciences, Graduate School of Science, Hokkaido University, Hokkaido, Sapporo 060-0810, Japan. Email: minobe@ep.sci.hodudai.ac.jp

Save
  • Chu, P. C., Y. C. Chen, and S. H. Lu, 1998: Temporal and spatial variabilities of Japan Sea surface temperature and atmospheric forcings. J. Oceanogr, 54 , 273384.

    • Search Google Scholar
    • Export Citation
  • Chu, P. C., J. Lan, and C. Fan, 2001: Japan Sea thermohaline structure and circulation. Part II: A variational P-vector method. J. Phys. Oceanogr, 31 , 28862902.

    • Search Google Scholar
    • Export Citation
  • Deser, C., M. A. Alexander, and M. S. Timlin, 1999: Evidence for a wind-driven intensification of the Kuroshio Current extension from the 1970s to the 1980s. J. Climate, 12 , 16971706.

    • Search Google Scholar
    • Export Citation
  • Gamo, T., Y. Nozaki, H. Sakai, T. Nakai, and H. Tsubota, 1986: Spatial and temporal variations of water characteristics in the Japan Sea bottom layer. J. Mar. Res, 44 , 781793.

    • Search Google Scholar
    • Export Citation
  • Gamo, T., N. Momoshima, and S. Tolmachyov, 2001: Recent upward shift of the deep convection system in the Japan Sea, as inferred from the geochemical tracers tritium, oxygen, and nutrients. Geophys. Res. Lett, 28 , 41434146.

    • Search Google Scholar
    • Export Citation
  • Gandin, L. S., 1965: Objective Analysis of Meteorological Fields. Israel Program for Scientific Translations, 242 pp.

  • Gong, D-Y., S-W. Wang, and J-H. Zhu, 2001: East Asian winter monsoon and Arctic Oscillation. Geophys. Res. Lett, 28 , 20732076.

  • Hase, H., J-H. Yoon, and W. Koterayama, 1999: The current structure of the Tsushima Warm Current along the Japanese coast. J. Oceanogr, 55 , 217235.

    • Search Google Scholar
    • Export Citation
  • Hirose, N., and A. G. Ostrovskii, 2000: Quasi-biennial variability in the Japan Sea. J. Geophys. Res, 105 (C6) 1401114027.

  • Hurrell, J. W., 1995: Decadal trends in the North Atlantic Oscillation: Regional temperatures and precipitation. Science, 269 , 676679.

    • Search Google Scholar
    • Export Citation
  • Ichiye, T., 1984: Some problems of circulation and hydrography of the Japan Sea and the Tsushima Current. Ocean Hydrodynamics of the Japan and East China Seas, T. Ichiye, Ed., Elsevier, 15– 54.

    • Search Google Scholar
    • Export Citation
  • Isobe, A., 1999: On the origin of the Tsushima Warm Current and its seasonality. Cont. Shelf Res, 19 , 117133.

  • Isoda, Y., 1994: Interannual SST variations to the north and south of the polar front in the Japan Sea. La Mer, 32 , 285293.

  • Isoda, Y., 1999: Cooling induced current in the upper ocean of the Japan Sea. J. Oceanogr, 55 , 585596.

  • Kalnay, E., and Coauthors, 1996: The NCEP/NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc, 77 , 437471.

  • Kawabe, M., 1982a: Branching of the Tsushima Current in the Japan Sea. Part I: Data analysis. J. Oceanogr. Soc. Japan, 38 , 95107.

  • Kawabe, M., 1982b: Branching of the Tsushima Current in the Japan Sea. Part II: Numerical experiment. J. Oceanogr. Soc. Japan, 38 , 183192.

    • Search Google Scholar
    • Export Citation
  • Kim, K., and J. Y. Chung, 1984: On the salinity-minimum and dissolved oxygen-maximum layer in the East Sea (Sea of Japan). Ocean Hydrodynamics of the Japan and East China Seas, T. Ichiye, Ed., Elsevier, 55–65.

    • Search Google Scholar
    • Export Citation
  • Kim, K., K-R. Kim, D-H. Min, Y. Volkov, J-H. Yoon, and M. Takematsu, 2001: Warming and structural changes in the East (Japan) Sea: A clue to future changes in global oceans? Geophys. Res. Lett, 28 , 32933296.

    • Search Google Scholar
    • Export Citation
  • Kim, Y-G., and K. Kim, 1999: Intermediate waters in the East/Japan Sea. J. Oceanogr, 55 , 123132.

  • Levitus, S., and Coauthors, 1998: Introduction. Vol. 1, World Ocean Database 1998, NOAA Atlas NESDIS 18, 346 pp.

  • Mann, M. E., and J. Park, 1996: Joint spatiotemporal modes of surface temperature and sea level pressure variability in the Northern Hemisphere during the last century. J. Climate, 9 , 21372162.

    • Search Google Scholar
    • Export Citation
  • Mantua, N. J., and S. R. Hare, 2002: The Pacific decadal oscillation. J. Oceanogr, 58 , 3544.

  • Mantua, N. J., S. R. Hare, Y. Zhang, J. M. Wallace, and R. C. Francis, 1997: A Pacific interdecadal climate oscillation with impacts on salmon production. Bull. Amer. Meteor. Soc, 78 , 10691079.

    • Search Google Scholar
    • Export Citation
  • Martin, S., and M. Kawase, 1998: The role of the southern flux of sea ice in the Tatarskiy Strait of the Japan Sea in the generation of the Liman Current. J. Mar. Res, 56 , 141155.

    • Search Google Scholar
    • Export Citation
  • Miita, T., and S. Tawara, 1984: Seasonal and secular variation of water temperature in the East Tsushima Strait. J. Oceanogr. Soc. Japan, 40 , 9197.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., 1996: Interdecadal temperature variation of deep water in the Japan Sea (East Sea). Proc. Fourth CREAMS Workshop, Vladivostok, Russia, CREAMS secretariat, 81–88.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., 1997: A 50–70 year climatic oscillation over the North Pacific and North America. Geophys. Res. Lett, 24 , 683686.

  • Minobe, S., 1999: Resonance in bidecadal and pentadecadal climate oscillations over the North Pacific: Role in climatic regime shifts. Geophys. Res. Lett, 26 , 855858.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., 2000: Spatio-temporal structure of the pentadecadal variability over the North Pacific. Progress in Oceanography, Vol. 47, Pergamon, 99–102.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., and N. Mantua, 1999: Interdecadal modulation of interannual atmospheric and oceanic variability over the North Pacific. Progress in Oceanography, Vol. 43, Pergamon, 163–192.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., and T. Nakanowatari, 2002: Global structure of bidecadal precipitation variability in boreal winter. Geophys. Res. Lett.,29, 1396, doi:10.1029/2001GL014447.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., and M. Nakamura, 2004: Interannual to decadal variability in the southern Okhotsk Sea based on a new gridded upper water temperature dataset. J. Geophys. Res.,109, C09S05, doi: 10.1029/2003JC001916.

    • Search Google Scholar
    • Export Citation
  • Minobe, S., T. Manabe, and A. Shouji, 2002: Maximal wavelet filter and its application to bidecadal oscillation over the Northern Hemisphere through the twentieth century. J. Climate, 15 , 10641075.

    • Search Google Scholar
    • Export Citation
  • Naganuma, K., 1985: Fishing and oceanographic conditions in the Japan Sea (in Japanese). Umi to Sora, 60 , 89103.

  • Nitani, H., 1972: On the deep and bottom waters in the Japan Sea. Research in Hydrography and Oceanography, D. Shoji, Ed., Hydrographic Department of Japan Maritime Safety Agency, 151–201.

    • Search Google Scholar
    • Export Citation
  • Nitta, T., and S. Yamada, 1989: Recent warming of tropical sea surface temperature and its relationship to the Northern Hemisphere circulation. J. Meteor. Soc. Japan, 67 , 375383.

    • Search Google Scholar
    • Export Citation
  • Nof, D., 1993: The penetration of Kuroshio water into the Sea of Japan. J. Phys. Oceanogr, 23 , 797807.

  • Nof, D., 2001: China's development could lead to bottom water formation in the Japan/East Sea. Bull. Amer. Meteor. Soc, 82 , 609618.

  • North, G. R., T. L. Bell, R. F. Cahalan, and F. J. Moeing, 1982: Samping errors in the estimation of empirical orthogonal functions. Mon. Wea. Rev, 110 , 699706.

    • Search Google Scholar
    • Export Citation
  • Ohshima, K. I., 1994: The flow system in the Japan Sea caused by a sea level difference through shallow straits. J. Geophys. Res, 99 , 99259940.

    • Search Google Scholar
    • Export Citation
  • Riser, S. C., M. J. Warner, and G. I. Yurasov, 1999: Circulation and mixing of water masses of Tatar Strait and the northwestern boundary region of the Japan Sea. J. Oceanogr, 55 , 133156.

    • Search Google Scholar
    • Export Citation
  • Senjyu, T., M. Matsuyama, and N. Matsubara, 1999: Interannual and decadal sea-level variations along the Japanese coast. J. Oceanogr, 55 , 619633.

    • Search Google Scholar
    • Export Citation
  • Sudo, H., 1986: A note on the Japan Sea Proper Water. Progress in Oceanography, Vol. 17, Pergamon, 313–336.

  • Thompson, D. W. J., and J. M. Wallace, 1998: The Arctic Oscillation signature in the wintertime geopotential height and temperature fields. Geophys. Res. Lett, 25 , 12971300.

    • Search Google Scholar
    • Export Citation
  • Toba, Y., Y. Tomizawa, Y. Kurasawa, and K. Hanawa, 1982: Seasonal and year-to-year variability of the Tsushima-Tsugaru warm current system with its possible cause. La Mer, 20 , 4151.

    • Search Google Scholar
    • Export Citation
  • Tourre, Y. M., Y. Kushnir, and W. B. White, 1999: Evolution of interdecadal variability in sea level pressure, sea surface temperature, and upper ocean temperature over the Pacific Ocean. J. Phys. Oceanogr, 29 , 15281541.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., 1990: Recent observed interdecadal climate changes in the Northern Hemisphere. Bull. Amer. Meteor. Soc, 71 , 988993.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., and D. A. Paolino, 1980: The Northern Hemisphere sea-level pressure data set: Trends, errors, and discontinuities. Mon. Wea. Rev, 108 , 855872.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., and J. W. Hurrell, 1994: Decadal atmosphere–ocean variations in the Pacific. Climate Dyn, 9 , 303319.

  • Uda, M., 1934: The results of simultaneous oceanographic investigations in the Japan Sea and its adjacent waters in May and June (in Japanese). J. Imp. Fish. Exp. Sta, 5 , 57190.

    • Search Google Scholar
    • Export Citation
  • Watanabe, T., K. Hanawa, and Y. Toba, 1986: Analysis of year-to-year variation of water temperature along the coast of the Japan Sea. Progress in Oceanography, Vol. 17, Pergamon, 337–357.

    • Search Google Scholar
    • Export Citation
  • White, W. B., 1995: Design of a global observing system for gyre-scale upper ocean temperature variability. Progress in Oceanography, Vol. 36, Pergamon, 169–217.

    • Search Google Scholar
    • Export Citation
  • White, W. B., J. Lean, D. R. Cayan, and M. D. Dettinger, 1997: Response of global upper ocean temperature to changing solar irradiance. J. Geophys. Res, 102 (C2) 32553266.

    • Search Google Scholar
    • Export Citation
  • Xie, S-P., H. Noguchi, and S. Matsumura, 1999: A hemispheric-scale quasi-decadal oscillation and its signature in northern Japan. J. Meteor. Soc. Japan, 77 , 573582.

    • Search Google Scholar
    • Export Citation
  • Yoon, J-H., 1982a: Numerical experiment on the circulation in the Japan Sea. Part I: Formation of the East Korean Warm Current. J. Oceanogr. Soc. Japan, 38 , 4351.

    • Search Google Scholar
    • Export Citation
  • Yoon, J-H., 1982b: Numerical experiment on the circulation in the Japan Sea. Part II: Influence of seasonal variations in atmospheric conditions on the Tsushima Current. J. Oceanogr. Soc. Japan, 38 , 8194.

    • Search Google Scholar
    • Export Citation
  • Yoon, J-H., 1982c: Numerical experiment on the circulation in the Japan Sea. Part III: Mechanism of the nearshore branch of the Tsushima Current. J. Oceanogr. Soc. Japan, 38 , 125130.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 910 379 73
PDF Downloads 360 74 19