Recurrence plot analysis of irregularly sampled data

doi:10.1103/PhysRevE.98.052215

	Recurrence plot analysis of irregularly sampled data
	Ozken, Ibrahim 1; Eroglu, Deniz 2,3; Breitenbach, Sebastian F. M.4; Marwan, Norbert 3; Tan, Liangcheng 5; Tirnakli, Ugur 1; Kurths, Juergen 2,3,6
刊名	PHYSICAL REVIEW E
	2018-11-15
卷号	98 期号:5 页码:8
ISSN号	2470-0045
DOI	10.1103/PhysRevE.98.052215
通讯作者	Ozken, Ibrahim()
英文摘要	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.
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关键词	TIME-SERIES ; EXTREME EVENTS ; CLIMATE-CHANGE ; SYSTEMS ; THRESHOLD ; MILLENNIA ; EQUATION ; CHAOS ; CHINA
WOS研究方向	Physics
语种	英语
出版者	AMER PHYSICAL SOC
WOS记录号	WOS:000450267500004
资助机构	DFG ; TUBITAK ; Ege University ; European Union's Horizon 2020 Research and Innovation program under the Marie Sklodowska-Curie Grant
内容类型	期刊论文
源URL	[http://ir.ieecas.cn/handle/361006/14603]
专题	地球环境研究所_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.Humboldt Univ, Dept Phys, D-12489 Berlin, Germany 3.Potsdam Inst Climate Impact Res, D-14473 Potsdam, 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.