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Preliminary Study of Reconstruction of a Dynamic System Using an One-Dimensional Time Series
引用本文:Peng Yongqing,Zhu Yufeng,Yan Shaojin. Preliminary Study of Reconstruction of a Dynamic System Using an One-Dimensional Time Series[J]. 大气科学进展, 1994, 11(3): 277-284
作者姓名:Peng Yongqing  Zhu Yufeng  Yan Shaojin
作者单位:Naming institute of Meteorology,Naming 210044
摘    要:Preliminary Study of Reconstruction of a Dynamic System Using an One-Dimensional Time SeriesPengYounging(彭永清);ZhuYufeng(朱育峰)a...


Preliminary Study of Reconstruction of a Dynamic System Using an One-Dimensional Time Series
Peng Yongqing,Zhu Yufeng and Yan Shaojin. Preliminary Study of Reconstruction of a Dynamic System Using an One-Dimensional Time Series[J]. Advances in Atmospheric Sciences, 1994, 11(3): 277-284
Authors:Peng Yongqing  Zhu Yufeng  Yan Shaojin
Affiliation:Nanjing Institute of Meteorology, Nanjing 210044,Nanjing Institute of Meteorology, Nanjing 210044,Nanjing Institute of Meteorology, Nanjing 210044
Abstract:This paper concerns the reconstruction of a dynamic system based on phase space continuation of monthly mean temperature 1D time series and the assumption that the equation for the time-varying evolution of phase-space state variables contains linear and nonlinear quadratic terms, followed by the fitting of the dataset subjected to continua-tion so as to get, by the least square method, the coefficients of the terms, of which those of greater variance contribu-tion are retained for use. Results show that the obtained low-order system may be used to describe nonlinear proper-ties of the short range climate variation shown by monthly mean temperature series.
Keywords:Monthly mean temperature   Time series   Phase space continuation   Dynamic system
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