• DocumentCode
    2832580
  • Title

    Recurrence Plot Analysis and its Application to Teleconnection Patterns

  • Author

    Ramírez-Amaro, K. ; Figueroa-Nazuno, J.

  • Author_Institution
    Centro de Investigation en Comput., Instituto Politecnico Nat., Mexico
  • fYear
    2006
  • fDate
    Nov. 2006
  • Firstpage
    65
  • Lastpage
    72
  • Abstract
    The recurrence plot analysis provides us a way to visualize and quantify the dynamical systems behavior over the time. The construction of a recurrence plot (RP) from a time series begins with the determination of the trajectory of the system through phase-space. Seven different measures are extracted from the RP. These measures are obtained from diagonal and vertical structures of the RP. Hence, the aim of this article is to find new characteristics underneath the dynamical behavior of teleconnection patterns. Those climate patterns are represented as time series. Not only does this method help us to find more characteristics of the system than classical ones, but it also could be used with other phenomena that can be represented as time series
  • Keywords
    pattern recognition; time series; climate patterns; recurrence plot analysis; teleconnection patterns; time series; Delay effects; Differential equations; Nearest neighbor searches; Pattern analysis; Principal component analysis; Visualization; Weather forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, 2006. CIC '06. 15th International Conference on
  • Conference_Location
    Mexico City
  • Print_ISBN
    0-7695-2708-6
  • Type

    conf

  • DOI
    10.1109/CIC.2006.59
  • Filename
    4023790