Model Free Modeling of Agricultural and Ecological Dynamics from Very Short but Ensemble Time Series Data Set Based on the Time Delay Embedding Technique

Kenshi Sakai

doi:10.11499/sicep.2004.0_108_2

SICE Annual Conference 2004

DOI https://doi.org/10.11499/sicep.2004.0_108_2

Conference information

Host: The Society of Instrument and Control Engineers

Co-host: The IEEE Industrial Electronics Society, The IEEE Robotics and Automation Society, The IEEE Control Systems Society, The IEEE Systems, Man and Cybernetics Society, The Instrumentation, Systems, and Automation Society

Model Free Modeling of Agricultural and Ecological Dynamics from Very Short but Ensemble Time Series Data Set Based on the Time Delay Embedding Technique

*Kenshi Sakai

Author information

Keywords: Nonlinear time series analysis

CONFERENCE PROCEEDINGS FREE ACCESS

Pages 108

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Abstract

In this tutorial, the outline of the nonlinear time series analysis scheme consisting of time delayed embedding technique, correlation dimension analysis, Lyapunov exponent analysis, nonlinear deterministic prediction etc. is introduced. As a part of tutorial session, I explain the general scheme of nonlinear time series analysis with a few case studies. Based on the scheme, I try to expand it to very short but ensemble ecological time series data set.

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