Name: Training course: Data assimilation
Start: 2024-03-04T09:00:00+00:00
End: 2024-03-08T14:30:00+00:00
Location: ECMWF

Added Since

Include only attachments uploaded after this date

Include*

Everything

Specific contributions

Specific days

Contributions*

Assimilation Algorithms: (1) Basic concepts

Assimilation Algorithms: (2) 3D-Var

Assimilation Algorithms: (3) 4D-Var

Assimilation Algorithms: (4) Ensemble Kalman filters

Assimilation Algorithms: (5) Hybrid data assimilation methods

Background error modelling in data assimilation

Bias correction methods

Conventional and actively sensed observations

Coupled data assimilation: opportunities and challenges

Data Assimilation and Machine Learning

Data assimilation diagnostics - forecast sensitivity

Data assimilation of atmospheric composition

Final discussion and Q&A

Introductions

Land data assimilation

Model error in Data Assimilation

Ocean data assimilation

Overview of assimilation methods

Parametrization and data assimilation

Practical Session: DA experiments

Practical session: DA experiments

Practical session: Tangent linear and adjoints

Radiance observations

Reanalysis methods

Tangent linear and adjoints

Include materials from selected contributions

Events scheduled on*

04/03/2024

05/03/2024

06/03/2024

07/03/2024

08/03/2024

Include materials from sessions/contributions scheduled on the selected dates

Training course: Data assimilation

Material Package