Recurrence plot analysis of irregularly sampled data

doi:10.1103/PhysRevE.98.052215

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	Recurrence plot analysis of irregularly sampled data
	Ozken, Ibrahim 1; Eroglu, Deniz 2,3; Breitenbach, Sebastian F. M.4; Marwan, Norbert 2; Tan, Liangcheng5 ; Tirnakli, Ugur 1; Kurths, Juergen 2,3,6
通讯作者	Ozken, Ibrahim()
	2018-11-15
发表期刊	PHYSICAL REVIEW E
ISSN	2470-0045
卷号	98 期号:5 页码:8
摘要	Irregularly sampled time series usually require data preprocessing before a desired time-series analysis can be applied. We propose an approach for distance measuring of pairs of data points which is directly applicable to irregularly sampled time series. In order to apply recurrence plot analysis to irregularly sampled time series, we use this approach and detect regime transitions in prototypical models and for an application from palaeoclimatatology. This approach might be useful for any method that is based on distance measuring, e.g., correlation sum or Lyapunov exponent estimation.
DOI	10.1103/PhysRevE.98.052215
关键词[WOS]	TIME-SERIES ; EXTREME EVENTS ; CLIMATE-CHANGE ; SYSTEMS ; THRESHOLD ; MILLENNIA ; EQUATION ; CHAOS ; CHINA
收录类别	SCI ; SCI
语种	英语
资助项目	DFG[MA4759/9-1] ; TUBITAK[2214/A] ; Ege University[2015FEN028] ; European Union's Horizon 2020 Research and Innovation program under the Marie Sklodowska-Curie Grant[691037]
WOS研究方向	Physics
项目资助者	DFG ; TUBITAK ; Ege University ; European Union's Horizon 2020 Research and Innovation program under the Marie Sklodowska-Curie Grant
WOS类目	Physics, Fluids & Plasmas ; Physics, Mathematical
WOS记录号	WOS:000450267500004
出版者	AMER PHYSICAL SOC
引用统计	被引频次：24[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ieecas.cn/handle/361006/14604
专题	现代环境研究室
通讯作者	Ozken, Ibrahim
作者单位	1.Ege Univ, Fac Sci, Dept Phys, TR-35100 Izmir, Turkey 2.Potsdam Inst Climate Impact Res, D-14473 Potsdam, Germany 3.Humboldt Univ, Dept Phys, D-12489 Berlin, Germany 4.Ruhr Univ Bochum, Inst Geol Mineral & Geophys, Sediment & Isotope Geol, Univ Str 150, D-44801 Bochum, Germany 5.Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R China 6.Saratov NG Chernyshevskii State Univ, Dept Phys, Astrakhanskaya St 83, Saratov 410012, Russia
推荐引用方式 GB/T 7714	Ozken, Ibrahim,Eroglu, Deniz,Breitenbach, Sebastian F. M.,et al. Recurrence plot analysis of irregularly sampled data[J]. PHYSICAL REVIEW E,2018,98(5):8.
APA	Ozken, Ibrahim.,Eroglu, Deniz.,Breitenbach, Sebastian F. M..,Marwan, Norbert.,Tan, Liangcheng.,...&Kurths, Juergen.(2018).Recurrence plot analysis of irregularly sampled data.PHYSICAL REVIEW E,98(5),8.
MLA	Ozken, Ibrahim,et al."Recurrence plot analysis of irregularly sampled data".PHYSICAL REVIEW E 98.5(2018):8.