Statistics of atmospheric correlations
- 11 June 2001
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 64 (1) , 016102
- https://doi.org/10.1103/physreve.64.016102
Abstract
For a large class of quantum systems, the statistical properties of their spectrum show remarkable agreement with random matrix predictions. Recent advances show that the scope of random matrix theory is much wider. In this work, we show that the random matrix approach can be beneficially applied to a completely different classical domain, namely, to the empirical correlation matrices obtained from the analysis of the basic atmospheric parameters that characterize the state of atmosphere. We show that the spectrum of atmospheric correlation matrices satisfy the random matrix prescription. In particular, the eigenmodes of the atmospheric empirical correlation matrices that have physical significance are marked by deviations from the eigenvector distribution.Keywords
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This publication has 18 references indexed in Scilit:
- Universal and Nonuniversal Properties of Cross Correlations in Financial Time SeriesPhysical Review Letters, 1999
- Noise Dressing of Financial Correlation MatricesPhysical Review Letters, 1999
- Random-matrix theories in quantum physics: common conceptsPhysics Reports, 1998
- Random matrix model approach to chiral symmetryNuclear Physics B - Proceedings Supplements, 1997
- Signatures of chaos in quantum billiards: Microwave experimentsPhysical Review E, 1994
- Application of EOF's to multispectral imagery: data compression and noise detection for AVIRISIEEE Transactions on Geoscience and Remote Sensing, 1994
- Confirmation of Random-Matrix Fluctuations in Molecular SpectraPhysical Review Letters, 1988
- North Atlantic Oscillation: Concept and an ApplicationBulletin of the American Meteorological Society, 1987
- Characterization of Chaotic Quantum Spectra and Universality of Level Fluctuation LawsPhysical Review Letters, 1984
- Teleconnections in the Geopotential Height Field during the Northern Hemisphere WinterMonthly Weather Review, 1981