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2015, 1st ed. 2015, Texts in applied mathematics, ISBN 9783319203249, Volume 62., xviii, 242 pages
eBook
Journal Article
Journal of Hydrologic Engineering, ISSN 1084-0699, 03/2017, Volume 22, Issue 3, p. 04016060
Journal Article
Monthly weather review, ISSN 1520-0493, 2017, Volume 145, Issue 10, pp. 4093 - 4107
In light of growing interest in data-driven methods for oceanic, atmospheric, and climate sciences, this work focuses on the field of data assimilation and presents the analog data assimilation (AnDA... 
Kalman filters | Statistical forecasting | Ensembles | Data assimilation | LOCALIZATION | SMOOTHER | ENSEMBLE DATA ASSIMILATION | KALMAN FILTER | METEOROLOGY & ATMOSPHERIC SCIENCES | Engineering Sciences | Signal and Image processing
Journal Article
Monthly weather review, ISSN 1520-0493, 2012, Volume 140, Issue 11, pp. 3757 - 3782
Data assimilation leads naturally to a Bayesian formulation in which the posterior probability distribution of the system state, given all the observations on a time window of interest, plays a central conceptual role... 
Variational analysis | Filtering techniques | Bayesian methods | Optimization | Data assimilation | Probability forecasts/models/distribution | METEOROLOGICAL OBSERVATIONS | PARAMETER-ESTIMATION | VARIATIONAL DATA ASSIMILATION | ENSEMBLE KALMAN FILTER | PARTICLE FILTERS | SYSTEMS | STATE | PROBABILISTIC FORECASTS | ADJOINT VORTICITY EQUATION | METEOROLOGY & ATMOSPHERIC SCIENCES | Studies | Models | Algorithms | Meteorology
Journal Article
2015, Advances in business information systems and analytics (ABISA) book series, ISBN 1466666242, xxiv, 388
"This book investigates the reciprocal relationship between information systems and corporations in order to understand and assess the benefits of this... 
Information technology | Management information systems | Management
Book
Journal Article
Journal of computational physics, ISSN 0021-9991, 02/2017, Volume 330, pp. 594 - 614
We show that modifying a Bayesian data assimilation scheme by incorporating kinematically-consistent displacement corrections produces a scheme that is demonstrably better at estimating partially... 
Uncertainty quantification | Displacement assimilation | Vortex dynamics | Ensemble Kalman Filter | Data assimilation | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | PHYSICS, MATHEMATICAL | CORRECTIONS | STOCHASTIC PROCESSES | VORTICES | CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS | FILTERS | ASSIMILATION | MATHEMATICAL METHODS AND COMPUTING | TRANSFORMATIONS
Journal Article