Change-point detection of climate time series by nonparametric method

• Main Authors: Itoh, Naoki, Kurths, Jürgen (Prof. Dr.)
• Format: Article in Journal/Newspaper
• Language: English
• Published: 2010
• Subjects: Interdisziplinäres Zentrum für Dynamik komplexer Systeme; Arctic; Wrangel Island
• Online Access: https://publishup.uni-potsdam.de/opus4-ubp/frontdoor/index/index/docId/31226

In one of the data mining techniques, change-point detection is of importance in evaluating time series measured in real world. For decades this technique has been developed as a nonlinear dynamics. We apply the method for detecting the change points, Singular Spectrum Transformation (SST), to the c...