Ensemble kalman filtering - PowerPoint PPT Presentation

Panel 3: New Science Issues and Possibilities in Data Assimilation

Panel 3: New Science Issues and Possibilities in Data Assimilation. Ensemble Kalman Filtering: Square root filters, Local Ensemble Kalman Filtering 4D-Var: should we consider it? Surface data reanalysis (pre-1948) Model deficiencies: detection and correction

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2) Multiscale Data Assimilation

An Ensemble Approach to Data Assimilation in the Earth Sciences ITR- 0121182 PI: Dennis McLaughlin Massachusetts Institute of Technology. Focus: Methodological issues that cut across earth science disciplines. Nonlinearity Dimensionality Uncertainty.

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