메뉴 건너뛰기




Volumn 27, Issue 10, 2014, Pages 3492-3504

Fast multidimensional ensemble empirical mode decomposition using a data compression technique

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; NANOFLUIDICS; PRINCIPAL COMPONENT ANALYSIS; SEPARATION; TIME MEASUREMENT;

EID: 84900449688     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/JCLI-D-13-00746.1     Document Type: Article
Times cited : (23)

References (38)
  • 2
    • 80053195533 scopus 로고    scopus 로고
    • Sea-level rise from the late 19th to the early 21st century
    • doi:10.1007/s10712-011-9119-1
    • Church, J. A., and N. J. White, 2011: Sea-level rise from the late 19th to the early 21st century. Surv. Geophys., 32, 585-602, doi:10.1007/s10712-011-9119-1.
    • (2011) Surv. Geophys. , vol.32 , pp. 585-602
    • Church, J.A.1    White, N.J.2
  • 4
    • 0037079749 scopus 로고    scopus 로고
    • A cautionary note on the interpretation of EOFs
    • doi:10.1175/1520-0442(2002)015<0216:ACNOTI>2.0.CO;2
    • Dommenget, D., and M. Latif, 2002: A cautionary note on the interpretation of EOFs. J. Climate, 15, 216-225, doi:10.1175/1520-0442(2002)015<0216:ACNOTI>2.0.CO;2.
    • (2002) J. Climate , vol.15 , pp. 216-225
    • Dommenget, D.1    Latif, M.2
  • 6
    • 72149092194 scopus 로고    scopus 로고
    • Multi-scale analysis of teleconnection indices: Climate noise and nonlinear trends analysis
    • doi:10.5194/npg-16-65-2009
    • Franzke, C., 2009: Multi-scale analysis of teleconnection indices: Climate noise and nonlinear trends analysis. Nonlinear Processes Geophys., 16, 65-76, doi:10.5194/npg-16-65-2009.
    • (2009) Nonlinear Processes Geophys. , vol.16 , pp. 65-76
    • Franzke, C.1
  • 7
    • 78650118357 scopus 로고    scopus 로고
    • Long-range dependence and climate noise characteristics of Antarctic temperature data
    • doi:10.1175/2010JCLI3654.1
    • Franzke, C., 2010: Long-range dependence and climate noise characteristics of Antarctic temperature data. J. Climate, 23, 6074-6081, doi:10.1175/2010JCLI3654.1.
    • (2010) J. Climate , vol.23 , pp. 6074-6081
    • Franzke, C.1
  • 8
    • 79851489859 scopus 로고    scopus 로고
    • On the persistence and predictability properties of North Atlantic climate variability
    • doi:10.1175/2010JCLI3739.1
    • Franzke, C., and T. Woollings, 2011: On the persistence and predictability properties of North Atlantic climate variability. J. Climate, 24, 466-472, doi:10.1175/2010JCLI3739.1.
    • (2011) J. Climate , vol.24 , pp. 466-472
    • Franzke, C.1    Woollings, T.2
  • 9
    • 80052271820 scopus 로고    scopus 로고
    • Projection of global mean surface air temperature changes in next 40 years: Uncertainties of climate models and an alternative approach
    • doi:10.1007/s11430-011-4235-9
    • Fu, C., C. Qian, and Z. Wu, 2011: Projection of global mean surface air temperature changes in next 40 years: Uncertainties of climate models and an alternative approach. Sci. China Earth Sci., 54, 1400-1406, doi:10.1007/s11430-011-4235-9.
    • (2011) Sci. China Earth Sci. , vol.54 , pp. 1400-1406
    • Fu, C.1    Qian, C.2    Wu, Z.3
  • 10
    • 0029502993 scopus 로고
    • Secular changes of annual and interannual variability in the tropics during the past century
    • doi:10.1175/1520-0442(1995)008<0864:SCOAAI>2.0.CO;2
    • Gu, D., and S. G. H. Philander, 1995: Secular changes of annual and interannual variability in the tropics during the past century. J. Climate, 8, 864-876, doi:10.1175/1520-0442(1995)008<0864:SCOAAI>2.0.CO;2.
    • (1995) J. Climate , vol.8 , pp. 864-876
    • Gu, D.1    Philander, S.G.H.2
  • 11
    • 0008062023 scopus 로고    scopus 로고
    • The seasonal cycle and its modulation in the eastern tropical Pacific Ocean
    • doi:10.1175/1520-0485(1997)027<2209:TSCAIM>2.0.CO;2
    • Gu, D., S. G. H. Philander, and M. J. McPhaden, 1997: The seasonal cycle and its modulation in the eastern tropical Pacific Ocean. J. Phys. Oceanogr., 27, 2209-2218, doi:10.1175/1520-0485(1997)027<2209:TSCAIM>2.0.CO;2.
    • (1997) J. Phys. Oceanogr. , vol.27 , pp. 2209-2218
    • Gu, D.1    Philander, S.G.H.2    McPhaden, M.J.3
  • 12
    • 34447617023 scopus 로고    scopus 로고
    • Empirical orthogonal functions and related techniques in atmospheric science: Areview
    • doi:10.1002/joc.1499
    • Hannachi, A., I. T. Jolliffe, and D. B. Stephenson, 2007: Empirical orthogonal functions and related techniques in atmospheric science: Areview. Int. J. Climatol., 27, 1119-1152, doi:10.1002/joc.1499.
    • (2007) Int. J. Climatol. , vol.27 , pp. 1119-1152
    • Hannachi, A.1    Jolliffe, I.T.2    Stephenson, D.B.3
  • 13
    • 85027916683 scopus 로고    scopus 로고
    • Connection of the stratospheric QBO with global atmospheric general circulation and tropical SST. Part II: Interdecadal variations
    • doi:10.1007/s00382-011-1073-6
    • Hu, Z. Z., B. Huang, J. L. Kinter III, Z. Wu, and A. Kumar, 2012: Connection of the stratospheric QBO with global atmospheric general circulation and tropical SST. Part II: Interdecadal variations. ClimateDyn., 38, 25-43, doi:10.1007/s00382-011-1073-6.
    • (2012) ClimateDyn. , vol.38 , pp. 25-43
    • Hu, Z.Z.1    Huang, B.2    Kinter, J.L.3    Wu, Z.4    Kumar, A.5
  • 14
    • 84855269590 scopus 로고    scopus 로고
    • Connection of stratospheric QBO with global atmospheric general circulation and tropical SST. Part I: Methodology and composite life cycle
    • doi:10.1007/s00382-011-1250-7
    • Huang, B., Z. Z. Hu, J. L. Kinter III, Z. Wu, and A. Kumar, 2012a: Connection of stratospheric QBO with global atmospheric general circulation and tropical SST. Part I: Methodology and composite life cycle. Climate Dyn., 38, 1-23, doi:10.1007/s00382-011-1250-7.
    • (2012) Climate Dyn. , vol.38 , pp. 1-23
    • Huang, B.1    Hu, Z.Z.2    Kinter, J.L.3    Wu, Z.4    Kumar, A.5
  • 15
    • 84861358499 scopus 로고    scopus 로고
    • Influences of subtropical air-sea interaction on the multidecadal AMOC variability in the NCEP climate forecast system
    • doi:10.1007/s00382-011-1258-z
    • Huang, B., Z. Z. Hu, E. K. Schneider, Z. Wu, Y. Xue, and B. Klinger, 2012b: Influences of subtropical air-sea interaction on the multidecadal AMOC variability in the NCEP climate forecast system. Climate Dyn., 39, 531-555, doi:10.1007/s00382-011-1258-z.
    • (2012) Climate Dyn. , vol.39 , pp. 531-555
    • Huang, B.1    Hu, Z.Z.2    Schneider, E.K.3    Wu, Z.4    Xue, Y.5    Klinger, B.6
  • 16
    • 54949146599 scopus 로고    scopus 로고
    • A review on Hilbert-Huang transform: Method and its applications on geophysical studies
    • doi:10.1029/2007RG000228
    • Huang, N. E., and Z. Wu, 2008: A review on Hilbert-Huang transform: Method and its applications on geophysical studies. Rev. Geophys., 46, RG2006, doi:10.1029/2007RG000228.
    • (2008) Rev. Geophys. , vol.46
    • Huang, N.E.1    Wu, Z.2
  • 17
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • doi:10.1098/rspa.1998.0193
    • Huang, N. E., Z. Shen, S. R. Long, M. C. Wu, E. H. Shih, Q. Zheng, C. C. Tung, and H. H. Liu, 1998: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. Roy. Soc. London, 454, 903-995, doi:10.1098/rspa.1998.0193.
    • (1998) Proc. Roy. Soc. London , vol.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3    Wu, M.C.4    Shih, E.H.5    Zheng, Q.6    Tung, C.C.7    Liu, H.H.8
  • 18
    • 0003371456 scopus 로고
    • Empirical orthogonal functions and statistical weather prediction. Department of Meteorology, Massachusetts Institute of Technology
    • Lorenz, E. N., 1956: Empirical orthogonal functions and statistical weather prediction. Department of Meteorology, Massachusetts Institute of Technology, Statistical Forecasting Project Sci. Rep. 1, 49 pp.
    • (1956) Statistical Forecasting Project Sci. Rep , vol.1 , pp. 49
    • Lorenz, E.N.1
  • 19
    • 84894334999 scopus 로고    scopus 로고
    • Global seasonal climate predictability in a two tiered forecast system: Part I: Boreal summer and fall seasons
    • doi:10.1007/s00382-013-1812-y
    • Misra, V., H. Li, Z. Wu, and S. DiNapoli, 2013: Global seasonal climate predictability in a two tiered forecast system: Part I: Boreal summer and fall seasons. Climate Dyn., 42, 1425-1448, doi:10.1007/s00382-013-1812-y.
    • (2013) Climate Dyn. , vol.42 , pp. 1425-1448
    • Misra, V.1    Li, H.2    Wu, Z.3    DiNapoli, S.4
  • 20
    • 77649325477 scopus 로고    scopus 로고
    • Empirical orthogonal functions: The medium is the message
    • doi:10.1175/2009JCLI3062.1
    • Monahan, A. H., J. C. Fyfe, M. H. P. Ambaum, D. B. Stephenson, and G. R. North, 2009: Empirical orthogonal functions: The medium is the message. J. Climate, 22, 6501-6514, doi:10.1175/2009JCLI3062.1.
    • (2009) J. Climate , vol.22 , pp. 6501-6514
    • Monahan, A.H.1    Fyfe, J.C.2    Ambaum, M.H.P.3    Stephenson, D.B.4    North, G.R.5
  • 21
    • 0000192559 scopus 로고
    • Statistically homogeneous fields on a sphere
    • Obukhov, A. M., 1947: Statistically homogeneous fields on a sphere. Usp. Mat. Nauk, 2, 196-198.
    • (1947) Usp. Mat. Nauk , vol.2 , pp. 196-198
    • Obukhov, A.M.1
  • 22
    • 13844275342 scopus 로고    scopus 로고
    • The variability of seasonality
    • doi:10.1175/JCLI-3256.1
    • Pezzulli, S., D. B. Stephenson, and A. Hannachi, 2005: The variability of seasonality. J. Climate, 18, 71-88, doi:10.1175/JCLI-3256.1.
    • (2005) J. Climate , vol.18 , pp. 71-88
    • Pezzulli, S.1    Stephenson, D.B.2    Hannachi, A.3
  • 23
    • 68749102003 scopus 로고    scopus 로고
    • On the secular change of spring onset in Stockholm
    • doi:10.1029/2009GL038617
    • Qian, C., C. Fu, Z. Wu, and Z. Yan, 2009: On the secular change of spring onset in Stockholm. Geophys. Res. Lett., 36, L12706, doi:10.1029/2009GL038617.
    • (2009) Geophys. Res. Lett. , vol.36
    • Qian, C.1    Fu, C.2    Wu, Z.3    Yan, Z.4
  • 24
    • 77955806985 scopus 로고    scopus 로고
    • On multi-timescale variability of temperature in China in modulated annual cycle reference frame
    • doi:10.1007/s00376-009-9121-4
    • Qian, C., Z. Wu, C. Fu, and T. J. Zhou, 2010: On multi-timescale variability of temperature in China in modulated annual cycle reference frame. Adv. Atmos. Sci., 27, 1169-1182, doi:10.1007/s00376-009-9121-4.
    • (2010) Adv. Atmos. Sci. , vol.27 , pp. 1169-1182
    • Qian, C.1    Wu, Z.2    Fu, C.3    Zhou, T.J.4
  • 25
    • 84155185304 scopus 로고    scopus 로고
    • On changing El Niño: A view from time-varying annual cycle, interannual variability, and mean state
    • doi:10.1175/JCLI-D-10-05012.1
    • Qian, C., Z. Wu, C. Fu, and D. Wang, 2011: On changing El Niño: A view from time-varying annual cycle, interannual variability, and mean state. J. Climate, 24, 6486-6500, doi:10.1175/JCLI-D-10-05012.1.
    • (2011) J. Climate , vol.24 , pp. 6486-6500
    • Qian, C.1    Wu, Z.2    Fu, C.3    Wang, D.4
  • 26
    • 80052043798 scopus 로고    scopus 로고
    • Search for climate trends in satellite data
    • doi:10.1142/S1793536909000266
    • Ruzmaikin, A., and J. Feynman, 2009: Search for climate trends in satellite data. Adv. Adapt. Data Anal., 1, 667-679, doi:10.1142/S1793536909000266.
    • (2009) Adv. Adapt. Data Anal. , vol.1 , pp. 667-679
    • Ruzmaikin, A.1    Feynman, J.2
  • 27
    • 0000406557 scopus 로고
    • Empirical orthogonal function analyses of tropical Atlantic sea surface temperature and wind stress: 1964-1979
    • doi:10.1029/JC091iC12p14181
    • Servain, J., and D. M. Legler, 1986: Empirical orthogonal function analyses of tropical Atlantic sea surface temperature and wind stress: 1964-1979. J. Geophys. Res., 91, 14 181-14 191, doi:10.1029/JC091iC12p14181.
    • (1986) J. Geophys. Res. , vol.91 , pp. 14181-14191
    • Servain, J.1    Legler, D.M.2
  • 28
    • 45349109008 scopus 로고    scopus 로고
    • Improvements to NOAA's historical merged land-ocean surface temperature analysis
    • doi:10.1175/2007JCLI2100.1
    • Smith, T. M., R. W. Reynolds, T. C. Peterson, and J. Lawrimore, 2008: Improvements to NOAA's historical merged land-ocean surface temperature analysis. J. Climate, 21, 2283-2296, doi:10.1175/2007JCLI2100.1.
    • (2008) J. Climate , vol.21 , pp. 2283-2296
    • Smith, T.M.1    Reynolds, R.W.2    Peterson, T.C.3    Lawrimore, J.4
  • 29
    • 0032076790 scopus 로고    scopus 로고
    • The Arctic Oscillation signature in the wintertime geopotential height and temperature fields
    • doi:10.1029/98GL00950
    • 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, 1297-1300, doi:10.1029/98GL00950.
    • (1998) Geophys. Res. Lett. , vol.25 , pp. 1297-1300
    • Thompson, D.W.J.1    Wallace, J.M.2
  • 30
    • 77957940390 scopus 로고    scopus 로고
    • Amplitude-frequency fluctuations of the seasonal cycle, temperature anomalies, and longrange persistence of climate records
    • doi:10.1103/PhysRevE.82.066101
    • Vecchio, A., and V. Carbone, 2010: Amplitude-frequency fluctuations of the seasonal cycle, temperature anomalies, and longrange persistence of climate records. Phys. Rev., 82E, 066101, doi:10.1103/PhysRevE.82.066101.
    • (2010) Phys. Rev. , vol.82 E , pp. 066101
    • Vecchio, A.1    Carbone, V.2
  • 31
    • 0000888927 scopus 로고
    • Empirical orthogonal representation of time series in the frequency domain. Part II: Application to the study of tropical wave disturbances
    • doi:10.1175/1520-0450(1972)011<0893:EOROTS>2.0.CO;2
    • Wallace, J. M., 1972: Empirical orthogonal representation of time series in the frequency domain. Part II: Application to the study of tropical wave disturbances. J. Appl. Meteor., 11, 893-900, doi:10.1175/1520-0450(1972)011<0893:EOROTS>2.0.CO;2.
    • (1972) J. Appl. Meteor. , vol.11 , pp. 893-900
    • Wallace, J.M.1
  • 32
    • 0000888927 scopus 로고
    • Empirical orthogonal representation of time series in the frequency domain. Part I: Theoretical considerations
    • doi:10.1175/1520-0450(1972)011<0887:EOROTS>2.0.CO;2
    • Wallace, J. M., and R. E. Dickinson, 1972: Empirical orthogonal representation of time series in the frequency domain. Part I: Theoretical considerations. J. Appl. Meteor., 11, 887-892, doi:10.1175/1520-0450(1972)011<0887:EOROTS>2.0.CO;2.
    • (1972) J. Appl. Meteor. , vol.11 , pp. 887-892
    • Wallace, J.M.1    Dickinson, R.E.2
  • 33
    • 0001356926 scopus 로고
    • Empirical orthogonal analysis of Pacific sea surface temperatures
    • doi:10.1175/1520-0485(1976)006<0671:EOAOPS>2.0.CO;2
    • Weare, B. C., A. R. Navato, and R. E. Newell, 1976: Empirical orthogonal analysis of Pacific sea surface temperatures. J. Phys. Oceanogr., 6, 671-678, doi:10.1175/1520-0485(1976)006<0671:EOAOPS>2.0.CO;2.
    • (1976) J. Phys. Oceanogr. , vol.6 , pp. 671-678
    • Weare, B.C.1    Navato, A.R.2    Newell, R.E.3
  • 34
    • 80052078099 scopus 로고    scopus 로고
    • Ensemble empirical mode decomposition: A noise-assisted data analysis method
    • doi:10.1142/S1793536909000047
    • Wu, Z., and N. E. Huang, 2009: Ensemble empirical mode decomposition: A noise-assisted data analysis method. Adv. Adapt. Data Anal., 1, 1-41, doi:10.1142/S1793536909000047.
    • (2009) Adv. Adapt. Data Anal. , vol.1 , pp. 1-41
    • Wu, Z.1    Huang, N.E.2
  • 35
    • 54949137679 scopus 로고    scopus 로고
    • The modulated annual cycle: An alternative reference frame for climate anomalies
    • doi:10.1007/s00382-008-0437-z
    • Wu, Z., E. K. Schneider, B. P. Kirtman, E. S. Sarachik, N. E. Huang, and C. J. Tucker, 2008: The modulated annual cycle: An alternative reference frame for climate anomalies. Climate Dyn., 31, 823-841, doi:10.1007/s00382-008-0437-z.
    • (2008) Climate Dyn. , vol.31 , pp. 823-841
    • Wu, Z.1    Schneider, E.K.2    Kirtman, B.P.3    Sarachik, E.S.4    Huang, N.E.5    Tucker, C.J.6
  • 36
    • 77957598733 scopus 로고    scopus 로고
    • The multi-dimensional ensemble empirical mode decomposition method
    • doi:10.1142/S1793536909000187
    • Wu, Z., N. E. Huang, and X. Chen, 2009: The multi-dimensional ensemble empirical mode decomposition method. Adv. Adapt. Data Anal., 1, 339-372, doi:10.1142/S1793536909000187.
    • (2009) Adv. Adapt. Data Anal. , vol.1 , pp. 339-372
    • Wu, Z.1    Huang, N.E.2    Chen, X.3
  • 37
    • 79960973968 scopus 로고    scopus 로고
    • On the time-varying trend in global-mean surface temperature
    • doi:10.1007/s00382-011-1128-8
    • Wu, Z., N. E. Huang, J. M. Wallace, B. V. Smoliak, and X. Chen, 2011: On the time-varying trend in global-mean surface temperature. Climate Dyn., 37, 759-773, doi:10.1007/s00382-011-1128-8.
    • (2011) Climate Dyn. , vol.37 , pp. 759-773
    • Wu, Z.1    Huang, N.E.2    Wallace, J.M.3    Smoliak, B.V.4    Chen, X.5
  • 38
    • 84861386859 scopus 로고    scopus 로고
    • The role of ocean dynamics in the interaction between the Atlantic meridional and equatorial modes
    • doi:10.1175/JCLI-D-11-00364.1
    • Zhu, J., B. Huang, and Z. Wu, 2012: The role of ocean dynamics in the interaction between the Atlantic meridional and equatorial modes. J. Climate, 25, 3583-3598, doi:10.1175/JCLI-D-11-00364.1.
    • (2012) J. Climate , vol.25 , pp. 3583-3598
    • Zhu, J.1    Huang, B.2    Wu, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.