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Extreme events: dynamics, statistics and prediction

Ghil, M. ; Yiou, P. ; Hallegatte, S. ; Malamud, B. D. ; Naveau, P. ; Soloviev, A. ; Friederichs, P. ; Keilis-Borok, V. ; Kondrashov, D. ; Kossobokov, V. ; Mestre, O. ; Nicolis, C. ; Rust, H. W. ; Shebalin, P. ; Vrac, M. ; Witt, A. ; Zaliapin, I.

Nonlinear processes in geophysics, 2011-01, Vol.18 (3), p.295-350 [Periódico revisado por pares]

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Título:
Extreme events: dynamics, statistics and prediction
Autor: Ghil, M. ; Yiou, P. ; Hallegatte, S. ; Malamud, B. D. ; Naveau, P. ; Soloviev, A. ; Friederichs, P. ; Keilis-Borok, V. ; Kondrashov, D. ; Kossobokov, V. ; Mestre, O. ; Nicolis, C. ; Rust, H. W. ; Shebalin, P. ; Vrac, M. ; Witt, A. ; Zaliapin, I.
Assuntos: Economics and Finance ; Environmental Sciences ; Geophysics ; Humanities and Social Sciences ; Spectrum analysis ; Statistical methods
É parte de: Nonlinear processes in geophysics, 2011-01, Vol.18 (3), p.295-350
Descrição: We review work on extreme events, their causes and consequences, by a group of European and American researchers involved in a three-year project on these topics. The review covers theoretical aspects of time series analysis and of extreme value theory, as well as of the deterministic modeling of extreme events, via continuous and discrete dynamic models. The applications include climatic, seismic and socio-economic events, along with their prediction. Two important results refer to (i) the complementarity of spectral analysis of a time series in terms of the continuous and the discrete part of its power spectrum; and (ii) the need for coupled modeling of natural and socio-economic systems. Both these results have implications for the study and prediction of natural hazards and their human impacts.
Editor: Gottingen: Copernicus GmbH
Idioma: Inglês

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