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
Link To Document