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
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;
Conference_Titel :
Computing, 2006. CIC '06. 15th International Conference on
Conference_Location :
Mexico City
Print_ISBN :
0-7695-2708-6
DOI :
10.1109/CIC.2006.59