
Advanced Data Assimilation for Geosciences
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Content
- PART I - KEY LECTURES
- 1: Olivier Talagrand: 4D-VAR: four dimensional variational assimilation
- 2: Andrew Lorenc: Four-dimensional variational data assimilation
- 3: Chris Snyder: Introduction to the Kalman filter
- 4: Emmanuel Cosme: Smoothers
- 5: Carla Cardinali: Observation influence diagnostic of a data assimilation system
- 6: Carla Cardinali: Observation impact on the short range forecast
- PART II - SPECIALIZED LECTURES
- 7: Loïk Berre: Background error covariances: estimation and specification
- 8: Gérald Desroziers: Observation error specifications
- 9: Olivier Talagrand: Errors. A posteriori diagnostics
- 10: Peter Houtekamer: Error dynamics in ensemble Kalman filter systems: Localization
- 11: Peter Houtekamer: Short-range error statistics in an ensemble Kalman filter
- 12: Peter Houtekamer: Error dynamics in ensemble Kalman filter systems: System error
- 13: Peter Jan Van Leeuwen: Particle filters for the geosciences
- 14: Francois-Xavier Le Dimet, Igor Gejadze, and Victor Shutyaev: Second order methods for error propagation in variational data assimilation
- 15: Laurent Hascoët: Adjoints by automatic differentiation
- 16: Arthur Vidard: Assimilation of images
- 17: Laurent Debreu, Emilie Neveu, Ehouarn Simon, and Francois-Xavier Le Dimet: Multigrid algorithms and local mesh refinement methods in the context of variational data assimilation
- 18: Marc Bocquet, Lin Wu, Frédéric Chevallier, and Mohammad Reza Koohkan: Selected topics in multiscale data assimilation
- 19: Florence Rabier and Mike Fisher: Data assimilation in meteorology
- 20: Marc Bocquet: An introduction to inverse modelling and parameter estimation for atmospheric and oceanic sciences
- 21: Frédéric Chevallier: Greenhouse gas fluxes inversion
- 22: Hendrik Elbern, Elmar Friese, Lars Nieradzik, and Jörg Schwinger: Data assimilation in atmospheric chemistry and air quality
- 23: Ichiro Fukumori: Combining models and data in large-scale oceanography: examples from the consortium for Estimating the Circulation and Climate of the Ocean (ECCO)
- 24: Javier Zavala-Garay, John Wilkin, and Julia Levin: Data assimilation in coastal oceanography: IS4DVAR in the Regional Ocean Modeling System (ROMS)
- 25: Bertrand Bonan, Maëlle Nodet, Olivier Ozenda, and Catherine Ritz: Data assimilation in glaciology
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