Recurrence plot analysis of irregularly sampled data
文献类型：期刊论文
| 作者 | Ozken, Ibrahim5; Eroglu, Deniz1,6; Breitenbach, Sebastian F. M.3; Marwan, Norbert6; Tan, Liangcheng4 ; Tirnakli, Ugur5; Kurths, Juergen1,2,6
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| 刊名 | PHYSICAL REVIEW E
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| 出版日期 | 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. |
| WOS关键词 | TIME-SERIES ; EXTREME EVENTS ; CLIMATE-CHANGE ; SYSTEMS ; THRESHOLD ; MILLENNIA ; EQUATION ; CHAOS ; CHINA |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000450267500004 |
| 出版者 | AMER PHYSICAL SOC |
| 资助机构 | DFG ; TUBITAK ; Ege University ; European Union's Horizon 2020 Research and Innovation program under the Marie Sklodowska-Curie Grant |
| 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.Humboldt Univ, Dept Phys, D-12489 Berlin, Germany 2.Saratov NG Chernyshevskii State Univ, Dept Phys, Astrakhanskaya St 83, Saratov 410012, Russia 3.Ruhr Univ Bochum, Inst Geol Mineral & Geophys, Sediment & Isotope Geol, Univ Str 150, D-44801 Bochum, Germany 4.Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian 710061, Shaanxi, Peoples R China 5.Ege Univ, Fac Sci, Dept Phys, TR-35100 Izmir, Turkey 6.Potsdam Inst Climate Impact Res, D-14473 Potsdam, Germany |
| 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. |
入库方式： OAI收割
来源：地球环境研究所
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