FROM STRANGE ATTRACTORS TO REAL-WORLD DATA: EVALUATING A BEDFORM MODEL BY MEASURING THE DISTANCE BETWEEN STATE-SPACE PLOTS

dc.contributor.author	Murray A.B.
dc.date.accessioned	2021-02-12T02:17:48Z
dc.date.available	2021-02-12T02:17:48Z
dc.date.issued	2001
dc.identifier	https://www.elibrary.ru/item.asp?id=569751
dc.identifier.citation	Mathematical Geology, 2001, 33, 3, 293-300
dc.identifier.issn	0882-8121
dc.identifier.uri	https://repository.geologyscience.ru/handle/123456789/24676
dc.description.abstract	A new nonlinear data-analysis technique compares the typical sequences in different time or spatial series. The method quantitatively compares delay-coordinate embedded state-space plots by treating them plots as probability distributions. Thus its application is not limited to data generated by deterministic systems, and does not require knowledge of a system's dimension. In a preliminary application, comparing state-space plots of natural and model-generated eolian ripples suggests that the interactions in them have similarities with those in nature, and that this method can be of use as an additional model evaluation tool.
dc.subject	NONLINEAR DATA ANALYSIS
dc.subject	TIME SERIES
dc.subject	DELAY COORDINATE EMBEDDING
dc.subject	PROBABILITY DISTRIBUTION
dc.subject	EOLIAN RIPPLES
dc.title	FROM STRANGE ATTRACTORS TO REAL-WORLD DATA: EVALUATING A BEDFORM MODEL BY MEASURING THE DISTANCE BETWEEN STATE-SPACE PLOTS
dc.type	Статья

Files in this item

Files	Size	Format	View
There are no files associated with this item.