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Anastasios A. Tsonis
Researcher at University of Wisconsin–Milwaukee
Publications - 145
Citations - 6126
Anastasios A. Tsonis is an academic researcher from University of Wisconsin–Milwaukee. The author has contributed to research in topics: Global warming & Attractor. The author has an hindex of 39, co-authored 144 publications receiving 5751 citations. Previous affiliations of Anastasios A. Tsonis include Hydrologic Research Center & Environment Canada.
Papers
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Book
Singular Spectrum Analysis: A New Tool in Time Series Analysis
TL;DR: In this paper, a review of linear algebra is presented, including the foundations of SSA and its applications in signal detection and signal prediction, as well as phase space reconstruction and multivariate statistics.
Book
Chaos: From Theory to Applications
TL;DR: In this article, the authors present a survey of the application of Chaos in controlled and uncontrolled experiments, as well as its application in nonlinear time series forecasting and nonlinear forecasting.
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The architecture of the climate network
TL;DR: A detailed investigation of the coupling architecture of this network reveals that the overall dynamics emerge from the interaction of two interweaved subnetworks, which may lead to new insights about the dynamics of the climate system but of other spatially extended complex systems with a large number of degrees of freedom.
Journal ArticleDOI
What Do Networks Have to Do with Climate
TL;DR: The results suggest that the climate system exhibits aspects of small-world networks as well as scale-free networks, with supernodes corresponding to major teleconnection patterns, and preliminary work suggests that temporal changes in the network's architecture may be used to identify signatures of global change.
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Nonlinear prediction as a way of distinguishing chaos from random fractal sequences
TL;DR: In this article, the scaling properties of the prediction error as a function of time are used to distinguish between chaos and random fractal sequences, a particular class of coloured noise which represent stochastic (infinite-dimensional) systems with power-law spectra.