Title Detection of early warning signals in paleoclimate data using a genetic time series segmentation algorithm
Authors Nikolaou, Athanasia , Antonio Gutierrez, Pedro , DURAN ROSAL, ANTONIO MANUEL, Dicaire, Isabelle , FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, Hervas-Martinez, Cesar
External publication No
Means Clim. Dyn.
Scope Article
Nature Científica
JCR Quartile 1
SJR Quartile 1
JCR Impact 4.70800
SJR Impact 3.69700
Publication date 01/04/2015
ISI 000351458300013
Scopus Id 2-s2.0-84925514342
DOI 10.1007/s00382-014-2405-0
Abstract This paper proposes a time series segmentation algorithm combining a clustering technique and a genetic algorithm to automatically find segments sharing common statistical characteristics in paleoclimate time series. The segments are transformed into a si
Keywords Warning signals; Time series segmentation; Tipping points; Abrupt climate change; Genetic algorithms; Clustering
Universidad Loyola members

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