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Dynamics and Statistics of the Climate System: An Interdisciplinary Journal

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Publisher: Oxford University Press - Oxford University Press

Open Access

Journal Article

A Discrete View of the Indian Monsoon to Identify Spatial Patterns of Rainfall

Adway, Mitra,; Amit, Apte ,; Rama, Govindarajan,; Vishal, Vasan,; Sreekar, Vadlamani,

2018 Dynamics and Statistics of the Climate System: An Interdisciplinary Journal

doi:10.1093/climsys/dzy009

Abstract We propose a representation of the Indian summer monsoon rainfall in terms of a probabilistic model based on a Markov Random Field, consisting of discrete state variables representing low and high rainfall at grid-scale and daily rainfall patterns across space and in time. These discrete...
Open Access

Journal Article

Extreme value laws and mean squared error growth in dynamical systems

E, Sterk, A; P, Holland, M

2018 Dynamics and Statistics of the Climate System: An Interdisciplinary Journal

doi:10.1093/climsys/dzy007

Abstract Extreme value theory for chaotic deterministic dynamical systems is a rapidly expanding area of research. Given a system and a scalar observable defined on its state space, extreme value theory studies the asymptotic probability distributions of large values attained by the observable...
Open Access

Journal Article

A statistical significance test for sea-level variability

Daniele, Castellana,; A, Dijkstra, Henk; W, Wubs, Fred

2018 Dynamics and Statistics of the Climate System: An Interdisciplinary Journal

doi:10.1093/climsys/dzy008

Abstract A statistical test is presented to address the null hypothesis that sea-level fluctuations in the open ocean are solely due to additive noise in the wind stress. The effect of high-frequency wind stress variations can be represented as a correlated additive and multiplicative noise (CAM)...

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