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María E. Dillon, Yanina García Skabar, Juan Ruiz, Eugenia Kalnay, Estela A. Collini, Pablo Echevarría, Marcos Saucedo, Takemasa Miyoshi, and Masaru Kunii

interpolation (the first statistical interpolation method). The complexity of the methodologies increased in step with the state-of-the-art computing resources. Although there are now several methods in use, they all share a common use of a statistical combination of observations and short-range forecasts to calculate accurate initial conditions ( Kalnay 2003 ). Currently most state-of-the-art data assimilation systems are based either on the variational or on the ensemble-based approaches, which adopt

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