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Volumn 105, Issue D13, 2000, Pages 17437-17455

Independent component analysis of multivariate time series: Application to the tropical SST variability

Author keywords

[No Author keywords available]

Indexed keywords

AIR-SEA INTERACTION; SEA SURFACE TEMPERATURE; TIME SERIES ANALYSIS;

EID: 0033793738     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2000JD900152     Document Type: Article
Times cited : (52)

References (58)
  • 1
    • 0000396062 scopus 로고    scopus 로고
    • Natural gradient works efficiently in learning
    • Amari, S.-I., Natural gradient works efficiently in learning, Neural Comput., 10 (2), 251-276, 1998.
    • (1998) Neural Comput. , vol.10 , Issue.2 , pp. 251-276
    • Amari, S.-I.1
  • 2
    • 0000717513 scopus 로고    scopus 로고
    • A new learning algorithm for blind signal separation
    • edited by D.S. Touretzky, M.C. Mozer, and M.E. Hasselmo, MIT Press, Cambridge, Mass.
    • Amari, S. I., A. Cichocki, and H. H. Yang, A new learning algorithm for blind signal separation, in Advances in Neural Information Processing Systems, vol. 8, edited by D.S. Touretzky, M.C. Mozer, and M.E. Hasselmo, MIT Press, Cambridge, Mass., 1996.
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Amari, S.I.1    Cichocki, A.2    Yang, H.H.3
  • 3
    • 34548281969 scopus 로고
    • Could information theory provide an ecological theory of sensory processing
    • Atick, J. J., Could information theory provide an ecological theory of sensory processing, Network Comput. Neural Syst., 3, 213-251, 1992.
    • (1992) Network Comput. Neural Syst. , vol.3 , pp. 213-251
    • Atick, J.J.1
  • 4
    • 0002303753 scopus 로고
    • The coding of sensory messages
    • Edited by W.H. Thorpe, and O.L. Zangwill, Cambridge Univ. Press, New York
    • Barlow, H. B., The coding of sensory messages, in Current Problems in Animal Behaviour, Edited by W.H. Thorpe, and O.L. Zangwill, pp. 331-360, Cambridge Univ. Press, New York, 1960.
    • (1960) Current Problems in Animal Behaviour , pp. 331-360
    • Barlow, H.B.1
  • 5
    • 11244338877 scopus 로고
    • Bootstrapping Adaptive Cross Pol Cancelers for Satellite Communication
    • Paper presented Conference Proceedings paper No: 4F.5, Philadelphia, PA, June 13-17
    • Bar-Ness Y., J.W. Carlin, and M.L. Steinberg, Bootstrapping Adaptive Cross Pol Cancelers for Satellite Communication, Paper presented at the Int. Conference on Comm., Conference Proceedings paper No: 4F.5, Philadelphia, PA, June 13-17, 1982.
    • (1982) Int. Conference on Comm.
    • Bar-Ness, Y.1    Carlin, J.W.2    Steinberg, M.L.3
  • 6
    • 0000959613 scopus 로고
    • The interaction of multiple timescales in the tropical climate system
    • Barnett, T., The interaction of multiple timescales in the tropical climate system, J. Clim., 4, 269-285, 1991.
    • (1991) J. Clim. , vol.4 , pp. 269-285
    • Barnett, T.1
  • 7
    • 0023480259 scopus 로고
    • Classification, seasonality and persistence of low-frequency atmospheric circulation patterns
    • Barnston, A., and R. Livezey, Classification, seasonality and persistence of low-frequency atmospheric circulation patterns, Mon. Weather Rev., 115, 1083-1126, 1987.
    • (1987) Mon. Weather Rev. , vol.115 , pp. 1083-1126
    • Barnston, A.1    Livezey, R.2
  • 8
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell, A. J., and T. J. Sejnowski, An information-maximization approach to blind separation and blind deconvolution, Neural Comp., 7 (6), 1004-1034, 1995.
    • (1995) Neural Comp. , vol.7 , Issue.6 , pp. 1004-1034
    • Bell, A.J.1    Sejnowski, T.J.2
  • 11
    • 34249988665 scopus 로고
    • Extracting qualitative dynamics from experimental data
    • Broomhead, D., and G. King, Extracting qualitative dynamics from experimental data, Physica D, 20, 217-236, 1986.
    • (1986) Physica D , vol.20 , pp. 217-236
    • Broomhead, D.1    King, G.2
  • 12
    • 0026954957 scopus 로고
    • Blind source separation of sources: A nonlinear algorithm
    • Burel, G., Blind source separation of sources: A nonlinear algorithm, Neural Networks, 5,937-947, 1992.
    • (1992) Neural Networks , vol.5 , pp. 937-947
    • Burel, G.1
  • 13
    • 0033560510 scopus 로고    scopus 로고
    • The "normality" of El Niño
    • Burgers, G., and D.B. Stephenson, The "normality" of El Niño, Geophy. Res. Lett., 26 (8), 1027-1030, 1999.
    • (1999) Geophy. Res. Lett. , vol.26 , Issue.8 , pp. 1027-1030
    • Burgers, G.1    Stephenson, D.B.2
  • 15
    • 0000549270 scopus 로고    scopus 로고
    • Initialization and predictability of a coupled ENSO forecast model
    • Chen, D., S. Zebiak, M. Cane, and A. Busalacchi, Initialization and predictability of a coupled ENSO forecast model, Mon. Weather Rev., 124, 773-788, 1997.
    • (1997) Mon. Weather Rev. , vol.124 , pp. 773-788
    • Chen, D.1    Zebiak, S.2    Cane, M.3    Busalacchi, A.4
  • 16
    • 0001303829 scopus 로고
    • Time and space variability of rainfall and surface circulation in the northeast Brazil-tropical atlantic sector
    • Chu, P., Time and space variability of rainfall and surface circulation in the northeast Brazil-tropical atlantic sector, J. Meteor. Soc. Jpn., 62, 362-370, 1984.
    • (1984) J. Meteor. Soc. Jpn. , vol.62 , pp. 362-370
    • Chu, P.1
  • 17
    • 0028416938 scopus 로고
    • Independent Component Analysis, a new concept?
    • Comon, P., Independent Component Analysis, a new concept?, Signal Process., 36, 287-314, 1994.
    • (1994) Signal Process. , vol.36 , pp. 287-314
    • Comon, P.1
  • 18
    • 0028581725 scopus 로고
    • On the connection between the 1984 Atlantic warm event and the 1982-83 ENSO
    • ser. A
    • Delecluse, P., J. Servain, C. Levy, K. Arpe, and L. Bengtsson, On the connection between the 1984 Atlantic warm event and the 1982-83 ENSO, Tellus, 4, ser. A, 448-464, 1994.
    • (1994) Tellus , vol.4 , pp. 448-464
    • Delecluse, P.1    Servain, J.2    Levy, C.3    Arpe, K.4    Bengtsson, L.5
  • 19
    • 0002308310 scopus 로고
    • Adaptive blind separation of independent sources: A deflation approach
    • Delfosse, N., and P. Loubaton, Adaptive blind separation of independent sources: A deflation approach, Signal Process., 45, 59-83, 1995.
    • (1995) Signal Process. , vol.45 , pp. 59-83
    • Delfosse, N.1    Loubaton, P.2
  • 20
    • 0033585980 scopus 로고    scopus 로고
    • A rotated principal component analysis of TOMS data for 1980-1992
    • Eder, B., S. LeDuc, and J. Sickles, A rotated principal component analysis of TOMS data for 1980-1992, J. Geophys. Res., 104, 3691-3709, 1999.
    • (1999) J. Geophys. Res. , vol.104 , pp. 3691-3709
    • Eder, B.1    Leduc, S.2    Sickles, J.3
  • 21
    • 0030946848 scopus 로고    scopus 로고
    • Tropical Atlantic Sea Surface Temperature variability and its relation to El Niño - Southern Oscillation
    • Enfield, D., and D. Mayer, Tropical Atlantic Sea Surface Temperature variability and its relation to El Niño - Southern Oscillation, J. Geophys. Res., 102, 929-945, 1997.
    • (1997) J. Geophys. Res. , vol.102 , pp. 929-945
    • Enfield, D.1    Mayer, D.2
  • 22
    • 0030463491 scopus 로고    scopus 로고
    • Interannual rainfall variability in north-east Brazil: Observation and model simulation
    • Harzallah, A., J. Rocha De Aragao, and R. Sadourny, Interannual rainfall variability in north-east Brazil: Observation and model simulation, Int. J. Climatol., 16, 801-878, 1996.
    • (1996) Int. J. Climatol. , vol.16 , pp. 801-878
    • Harzallah, A.1    Rocha De Aragao, J.2    Sadourny, R.3
  • 24
    • 0000204672 scopus 로고
    • A rotated principal component analysis of the interannual variability of the northern hemisphere 500 mb height field
    • Horel, J., A rotated principal component analysis of the interannual variability of the northern hemisphere 500 mb height field, Mon. Weather Rev., 109, 2080-2092, 1981.
    • (1981) Mon. Weather Rev. , vol.109 , pp. 2080-2092
    • Horel, J.1
  • 25
    • 0026191274 scopus 로고
    • Blind separation of sources, part I, An adaptive algorithm based on neuromimetic architecture
    • Jutten, C., and J. Herault, Blind separation of sources, part I, An adaptive algorithm based on neuromimetic architecture, Signal Process., 24, 1-10, 1991.
    • (1991) Signal Process. , vol.24 , pp. 1-10
    • Jutten, C.1    Herault, J.2
  • 26
    • 0028333193 scopus 로고
    • A rotated EOF analysis of global sea surface temperature variability with interannual and interdecadal scales
    • Kawamura, R., A rotated EOF analysis of global sea surface temperature variability with interannual and interdecadal scales, Int. J. Phys. Oceanogr., 24, 707-715, 1994.
    • (1994) Int. J. Phys. Oceanogr. , vol.24 , pp. 707-715
    • Kawamura, R.1
  • 27
    • 0033018723 scopus 로고    scopus 로고
    • A comparison study of EOF techniques: Analysis of nonstationary data with periodic statistics
    • Kim, K.-Y., and Q. Wu, A comparison study of EOF techniques: Analysis of nonstationary data with periodic statistics, J. Clim., 12, 185-199, 1999.
    • (1999) J. Clim. , vol.12 , pp. 185-199
    • Kim, K.-Y.1    Wu, Q.2
  • 28
    • 0033117701 scopus 로고    scopus 로고
    • Remote sea surface temperature variations during ENSO: Evidence for a tropical atmospheric bridge
    • Klein, S.A., B.J. Soden, and N.-C. Lau, Remote sea surface temperature variations during ENSO: Evidence for a tropical atmospheric bridge, J. Clim., 12 (4), 917-932, 1999.
    • (1999) J. Clim. , vol.12 , Issue.4 , pp. 917-932
    • Klein, S.A.1    Soden, B.J.2    Lau, N.-C.3
  • 29
    • 0002653369 scopus 로고
    • Seasonal and irregular variations of the northern hemisphere sea-level pressure profile
    • Lorenz, E., Seasonal and irregular variations of the northern hemisphere sea-level pressure profile, J. Meteorol., 8, 52-59, 1951.
    • (1951) J. Meteorol. , vol.8 , pp. 52-59
    • Lorenz, E.1
  • 30
    • 0031698334 scopus 로고    scopus 로고
    • Trends, interdecadal and interannual oscillations in global sea-surface temperatures
    • Moron, V., R. Vautard, and M. Ghil, Trends, interdecadal and interannual oscillations in global sea-surface temperatures, Clim. Dyn., 14, 545-569, 1998.
    • (1998) Clim. Dyn. , vol.14 , pp. 545-569
    • Moron, V.1    Vautard, R.2    Ghil, M.3
  • 32
    • 0000772267 scopus 로고
    • Nonlinear neurons in the low-noise limit: A factorial code maximizes information transfer
    • Nadal, J.-P., and N. Parga, Nonlinear neurons in the low-noise limit: A factorial code maximizes information transfer, Network Comput. Neural Syst., 5, 565-581, 1994.
    • (1994) Network Comput. Neural Syst. , vol.5 , pp. 565-581
    • Nadal, J.-P.1    Parga, N.2
  • 33
    • 0001210842 scopus 로고    scopus 로고
    • Redundancy reduction and independent component analysis: Conditions on cumulants and adaptive approaches
    • Nadal, J.-P., and N. Parga, Redundancy reduction and independent component analysis: Conditions on cumulants and adaptive approaches, Neural Comput., 9 (7), 1421-1456, 1997.
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1421-1456
    • Nadal, J.-P.1    Parga, N.2
  • 34
    • 0034233258 scopus 로고    scopus 로고
    • Blind source separation in the presence of weak sources
    • in press
    • Nadal, J.-P., E. Korutcheva, and F. Aires, Blind source separation in the presence of weak sources, Neural Networks, in press, 2000.
    • (2000) Neural Networks
    • Nadal, J.-P.1    Korutcheva, E.2    Aires, F.3
  • 35
    • 0000286787 scopus 로고
    • Influence of the northern hemisphere general circulation on drought in northern Brazil
    • Namias, J., Influence of the northern hemisphere general circulation on drought in northern Brazil, Tellus, 24, 336-343, 1972.
    • (1972) Tellus , vol.24 , pp. 336-343
    • Namias, J.1
  • 36
    • 0003832887 scopus 로고
    • The 1961-1990 GISST2.2 sea surface temperature and sea-ice climatology
    • Clim. Res., Hadley Cent., UK
    • Parker, D., M. Jackson, and E. Horton, The 1961-1990 GISST2.2 sea surface temperature and sea-ice climatology, Tech. Rep., 63, Clim. Res., Hadley Cent., UK, 1995.
    • (1995) Tech. Rep. , vol.63
    • Parker, D.1    Jackson, M.2    Horton, E.3
  • 37
    • 0002049291 scopus 로고
    • Separation of a mixture of independent sources through a maximum likelihood approach
    • Pham, D.-T., P. Garrat, and C. Jutten, Separation of a mixture of independent sources through a maximum likelihood approach, Proc. EUSIPCO, 771-774, 1992.
    • (1992) Proc. EUSIPCO , pp. 771-774
    • Pham, D.-T.1    Garrat, P.2    Jutten, C.3
  • 38
    • 0028590367 scopus 로고
    • Spells of low-frequency oscillations and weather regimes in the northern hemisphere
    • Plaut, G., and R. Vautard, Spells of low-frequency oscillations and weather regimes in the northern hemisphere, J. Atmos. Sci., 51(2), 210-236, 1994.
    • (1994) J. Atmos. Sci. , vol.51 , Issue.2 , pp. 210-236
    • Plaut, G.1    Vautard, R.2
  • 39
    • 0028846323 scopus 로고
    • Interannual and interdecadal variability in 335 years of central England temperature
    • Plaut, G., M. Ghil, and R. Vautard, Interannual and interdecadal variability in 335 years of central England temperature, Science, 268, 710-713, 1995.
    • (1995) Science , vol.268 , pp. 710-713
    • Plaut, G.1    Ghil, M.2    Vautard, R.3
  • 41
    • 0020391175 scopus 로고
    • Variations in tropical sea surface temperature and surface wind fields associated with the Southern Oscillation/El Niño
    • Rasmusson, E., and T. Carpenter, Variations in tropical sea surface temperature and surface wind fields associated with the Southern Oscillation/El Niño, Mon. Weather Rev., 110, 354-384, 1982.
    • (1982) Mon. Weather Rev. , vol.110 , pp. 354-384
    • Rasmusson, E.1    Carpenter, T.2
  • 42
    • 0025656202 scopus 로고
    • The biennial component of ENSO variability
    • Rasmusson, E., X. Wang, and C. Ropelewski, The biennial component of ENSO variability, J. Mar. Syst., 1, 71-96, 1990.
    • (1990) J. Mar. Syst. , vol.1 , pp. 71-96
    • Rasmusson, E.1    Wang, X.2    Ropelewski, C.3
  • 43
    • 0019727668 scopus 로고
    • Obliquely rotated principal components: An improved meteorological map typing technique?
    • Richman, M., Obliquely rotated principal components: An improved meteorological map typing technique?, J. Appl. Meteorol., 20, 1145-1159, 1981.
    • (1981) J. Appl. Meteorol. , vol.20 , pp. 1145-1159
    • Richman, M.1
  • 44
    • 0022891638 scopus 로고
    • Rotation of principal components
    • Richman, M., Rotation of principal components, J. Climatol., 6, 293-335, 1986.
    • (1986) J. Climatol. , vol.6 , pp. 293-335
    • Richman, M.1
  • 45
    • 0001487308 scopus 로고
    • An extension of the Tahiti-Darwin southern oscillation index
    • Ropelewski, C., and P. Jones, An extension of the Tahiti-Darwin southern oscillation index, Mon. Weather Rev., 115, 2161-2165, 1986.
    • (1986) Mon. Weather Rev. , vol.115 , pp. 2161-2165
    • Ropelewski, C.1    Jones, P.2
  • 46
    • 0033557393 scopus 로고    scopus 로고
    • Relationship between the equatorial and meridional modes of climatic variability in the tropical Atlantic
    • Servain, J., I. Wainer, J.P. McCreary, and A. Dessier, Relationship between the equatorial and meridional modes of climatic variability in the tropical Atlantic, Geophys. Res. Lett., 26 (4), 485-488, 1999.
    • (1999) Geophys. Res. Lett. , vol.26 , Issue.4 , pp. 485-488
    • Servain, J.1    Wainer, I.2    McCreary, J.P.3    Dessier, A.4
  • 47
    • 0031240741 scopus 로고    scopus 로고
    • Nonlinear independent component analysis and multivariate time series analysis
    • Storck, J., and G. Deco, Nonlinear independent component analysis and multivariate time series analysis, Physica D, 108, 335-349, 1997.
    • (1997) Physica D , vol.108 , pp. 335-349
    • Storck, J.1    Deco, G.2
  • 48
    • 0029433242 scopus 로고
    • Space-Time structure of monsoon interannual variability
    • Terray, P., Space-Time structure of monsoon interannual variability, J. Clim., 8 (11), 2595-2619, 1995.
    • (1995) J. Clim. , vol.8 , Issue.11 , pp. 2595-2619
    • Terray, P.1
  • 49
    • 0032761511 scopus 로고    scopus 로고
    • Detecting the nonstationary response of ENSO to greenhouse warming
    • Timmermann, A., Detecting the nonstationary response of ENSO to greenhouse warming, J. Atmos. Sci., 56, 2313-2325, 1999.
    • (1999) J. Atmos. Sci. , vol.56 , pp. 2313-2325
    • Timmermann, A.1
  • 50
    • 0032444250 scopus 로고    scopus 로고
    • The annual cycle of persistence in the El Niño/Southern Oscillation
    • Torrence, C., and P. Webster, The annual cycle of persistence in the El Niño/Southern Oscillation, Q. J. R. Meteorol. Soc., 124, 1985-2004, 1998.
    • (1998) Q. J. R. Meteorol. Soc. , vol.124 , pp. 1985-2004
    • Torrence, C.1    Webster, P.2
  • 51
    • 19044365964 scopus 로고
    • Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series
    • Vautard, R., and M. Ghil, Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series, Physica D, 35, 395-424, 1989.
    • (1989) Physica D , vol.35 , pp. 395-424
    • Vautard, R.1    Ghil, M.2
  • 52
    • 19044361940 scopus 로고
    • Singular-spectrum analysis: A toolkit for short, noisy chaotic signals
    • Vautard, R., P. Yiou, and M. Ghil, Singular-spectrum analysis: A toolkit for short, noisy chaotic signals, Physica D, 58, 95-126, 1992.
    • (1992) Physica D , vol.58 , pp. 95-126
    • Vautard, R.1    Yiou, P.2    Ghil, M.3
  • 53
    • 0000365426 scopus 로고    scopus 로고
    • Long-range atmospheric predictability using space-time principal components
    • Vautard, R., C. Pires, and G. Plaut, Long-range atmospheric predictability using space-time principal components, Mon. Weather Rev., 124 (2), 288-307, 1996.
    • (1996) Mon. Weather Rev. , vol.124 , Issue.2 , pp. 288-307
    • Vautard, R.1    Pires, C.2    Plaut, G.3
  • 54
    • 0000025691 scopus 로고
    • Comments on empirical orthogonal function-analysis of wind vectors over the tropical Pacific region
    • Von Storch, H., and G. Hannoschock, Comments on empirical orthogonal function-analysis of wind vectors over the tropical Pacific region, Bull. Am. Meteorol. Soc., 65 (2), 162-162, 1984.
    • (1984) Bull. Am. Meteorol. Soc. , vol.65 , Issue.2 , pp. 162-162
    • Von Storch, H.1    Hannoschock, G.2
  • 55
    • 0001397184 scopus 로고    scopus 로고
    • Empirical modal decomposition in coastal oceanography
    • Chap. 16, edited by Kenneth H. Brink and Allan R. Robinson, John Wiley, New York
    • Von Storch, H., and C. Frankignoul, Empirical modal decomposition in coastal oceanography, Chap. 16, in The Sea, vol. 10, edited by Kenneth H. Brink and Allan R. Robinson, pp. 419-455, John Wiley, New York, 1998.
    • (1998) The Sea , vol.10 , pp. 419-455
    • Von Storch, H.1    Frankignoul, C.2
  • 56
    • 0032577961 scopus 로고    scopus 로고
    • On the structure and evolution of ENSO-related climate variability in the tropical pacific: Lessons from TOGA
    • Wallace, J., E. Rasmusson, T. Mitchell, V. Kousky, E. Sarachik, and H. von Storch, On the structure and evolution of ENSO-related climate variability in the tropical pacific: Lessons from TOGA, J. Geophys. Res., 103, 14,241-14,259, 1998.
    • (1998) J. Geophys. Res. , vol.103
    • Wallace, J.1    Rasmusson, E.2    Mitchell, T.3    Kousky, V.4    Sarachik, E.5    Von Storch, H.6
  • 58
    • 0031426698 scopus 로고    scopus 로고
    • Low-frequency oscillations in the northern hemisphere
    • Zhang, X., J. Corte-Real, and X. Wang, Low-frequency oscillations in the northern hemisphere, Theor. Appl. Climatol., 57, 125-133, 1997.
    • (1997) Theor. Appl. Climatol. , vol.57 , pp. 125-133
    • Zhang, X.1    Corte-Real, J.2    Wang, X.3


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