0435055 - ÚI 2015 RIV US eng J - Článek v odborném periodiku
Vejmelka, Martin - Pokorná, Lucie - Hlinka, Jaroslav - Hartman, David - Jajcay, Nikola - Paluš, Milan
Non-Random Correlation Structures and Dimensionality Reduction in Multivariate Climate Data.
Climate Dynamics. Roč. 44, 9-10 (2015), s. 2663-2682. ISSN 0930-7575. E-ISSN 1432-0894
Grant CEP: GA ČR GCP103/11/J068; GA ČR GA13-17187S
Institucionální podpora: RVO:67985807
Klíčová slova: climate dynamics * sea level pressure * surface air temperature * principal component analysis * Varimax Complex networks * modes of variability
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
Impakt faktor: 4.708, rok: 2015 ; AIS: 2.177, rok: 2015
DOI: https://doi.org/10.1007/s00382-014-2244-z

Citováno: 7

--- GAVRILOV, A. - MUKHIN, D. - LOSKUTOV, E. - VOLODIN, E. - FEIGIN, A. - KURTHS, J. Method for reconstructing nonlinear modes with adaptive structure from multidimensional data. CHAOS. ISSN 1054-1500, DEC 2016, vol. 26, no. 12. [WOS]
--- TIRABASSI, G. - MASOLLER, C. Unravelling the community structure of the climate system by using lags and symbolic time-series analysis. SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 11 2016, vol. 6. [WOS]
--- RUNGE, J. Quantifying information transfer and mediation along causal pathways in complex systems. PHYSICAL REVIEW E. ISSN 2470-0045, DEC 28 2015, vol. 92, no. 6. [WOS]
--- MUKHIN, D. - GAVRILOV, A. - FEIGIN, A. - LOSKUTOV, E. - KURTHS, J. Principal nonlinear dynamical modes of climate variability. SCIENTIFIC REPORTS. ISSN 2045-2322, OCT 22 2015, vol. 5. [WOS]
--- MUKHIN, D. - GAVRILOV, A. - LOSKUTOV, E. - FEIGIN, A. - KURTHS, J. Nonlinear reconstruction of global climate leading modes on decadal scales. CLIMATE DYNAMICS. ISSN 0930-7575, SEP 2018, vol. 51, no. 5-6, p. 2301-2310. [WOS]
--- NAHAR, J. - JOHNSON, F. - SHARMA, A. Addressing Spatial Dependence Bias in Climate Model Simulations-An Independent Component Analysis Approach. WATER RESOURCES RESEARCH. ISSN 0043-1397, FEB 2018, vol. 54, no. 2, p. 827-841. [WOS]
--- GAVRILOV, A. - LOSKUTOV, E. - MUKHIN, D. Bayesian optimization of empirical model with state-dependent stochastic forcing. CHAOS SOLITONS & FRACTALS. ISSN 0960-0779, NOV 2017, vol. 104, p. 327-337. [WOS]
Trvalý link: http://hdl.handle.net/11104/0239434