Training course: Data assimilation & Machine Learning

Monday, 17 March
08:45 → 09:00
Arrivals

ECMWF

Reading
15m
09:00 → 10:00
Introductions
Speakers: Students, Massimo Bonavita (ECMWF), Andy Brown (ECMWF), William Becker (ECMWF)

ECMWF

Reading
1h
10:00 → 10:20
Coffee break

ECMWF

Reading
20m
10:20 → 11:20
Overview of assimilation methods
Speaker: Massimo Bonavita (ECMWF)

ECMWF

Reading
1h
11:20 → 11:30
Comfort break

ECMWF

Reading
10m
11:30 → 12:30
Assimilation Algorithms: (1) Basic concepts
Speaker: Sebastien Massart (ECMWF)

ECMWF

Reading
1h
12:30 → 13:30
Lunch break

ECMWF

Reading
1h
13:30 → 14:30
Conventional and actively sensed observations
Speaker: Sean Healy (ECMWF)

ECMWF

Reading
1h
14:30 → 14:50
Coffee break

ECMWF

Reading
20m
14:50 → 15:50
Assimilation Algorithms: (2) 3D-Var
Speaker: Sebastien Massart (ECMWF)

ECMWF

Reading
1h
16:00 → 17:30
Welcome cocktail

ECMWF

Reading
1h 30m
Tuesday, 18 March
09:00 → 10:00
Assimilation Algorithms: (3) 4D-Var
Speaker: Sebastien Massart (ECMWF)

ECMWF

Reading
1h
10:00 → 10:20
Group photo / Coffee break

ECMWF

Reading
20m
10:20 → 11:20
Bias correction methods
Speaker: Patrick Laloyaux (ECMWF)

ECMWF

Reading
1h
11:20 → 11:30
Comfort break

ECMWF

Reading
10m
11:30 → 12:30
Assimilation Algorithms: (4) Ensemble and hybrid methods
Speaker: Massimo Bonavita (ECMWF)

ECMWF

Reading
1h
12:30 → 13:30
Lunch break

ECMWF

Reading
1h
13:30 → 14:30
Parametrization and data assimilation
Speaker: Philippe Lopez (ECMWF)

ECMWF

Reading
1h
14:30 → 14:50
Coffee break

ECMWF

Reading
20m
14:50 → 15:50
Tangent linear and adjoints
Speaker: Marcin Chrust (ECMWF)

ECMWF

Reading
1h
15:50 → 16:45
Practical session: Tangent linear and adjoints
Speakers: Marcin Chrust (ECMWF), Sebastien Massart (ECMWF)

ECMWF

Reading
55m
Wednesday, 19 March
09:00 → 10:00
Background error modelling in data assimilation
Speaker: Elias Holm (ECMWF)

ECMWF

Reading
1h
10:00 → 10:20
Coffee break

ECMWF

Reading
20m
10:20 → 11:20
Radiance observations
Speaker: Tony McNally (ECMWF)

ECMWF

Reading
1h
11:20 → 11:30
Comfort break

ECMWF

Reading
10m
11:30 → 12:30
Model error in Data Assimilation
Speaker: Patrick Laloyaux (ECMWF)

ECMWF

Reading
1h
12:30 → 13:30
Lunch break

ECMWF

Reading
1h
13:30 → 14:30
Data Assimilation Diagnostics – Forecast Sensitivity
Speaker: Bruce Ingleby (ECMWF)

ECMWF

Reading
1h
14:30 → 14:50
Coffee break

ECMWF

Reading
20m
14:50 → 16:50
Practical session: DA experiments
Speakers: Marcin Chrust (ECMWF), Massimo Bonavita (ECMWF), Patrick Laloyaux (ECMWF)

ECMWF

Reading
2h
Thursday, 20 March
09:00 → 10:00
Reanalysis Methods
Speaker: Hans Hersbach (ECMWF)

ECMWF

Reading
1h
10:00 → 10:20
Coffee break

ECMWF

Reading
20m
10:20 → 11:20
Ocean data assimilation and coupling
Speaker: Hao Zuo (ECMWF)

ECMWF

Reading
1h
11:20 → 11:30
Comfort break

ECMWF

Reading
10m
11:30 → 12:30
Data assimilation of atmospheric composition
Speakers: Melanie Ades (ECMWF), Phil Browne (ECMWF)

ECMWF

Reading
1h
12:30 → 13:30
Lunch break

ECMWF

Reading
1h
13:30 → 14:30
Land data assimilation and coupling
Speaker: Patricia de Rosnay (ECMWF)

ECMWF

Reading
1h
14:30 → 14:50
Coffee break

ECMWF

Reading
20m
14:50 → 15:50
Practical session: DA experiments
Speakers: Marcin Chrust (ECMWF), Massimo Bonavita (ECMWF), Patrick Laloyaux (ECMWF)

ECMWF

Reading
1h
Friday, 21 March
09:00 → 10:00
Monitoring of Observations and Data Assimilation System
Speaker: Mohamed DAHOUI (ECMWF)

ECMWF

Reading
1h
10:00 → 10:20
Coffee break

ECMWF

Reading
20m
10:20 → 11:20
Data Assimilation and Machine Learning
Speaker: Alan Geer (ECMWF)

ECMWF

Reading
1h
11:20 → 11:30
Comfort break

ECMWF

Reading
10m
11:30 → 12:30
Machine Learning in the NWP workflow
Speaker: Massimo Bonavita (ECMWF)

ECMWF

Reading
1h
12:30 → 13:30
Lunch break

ECMWF

Reading
1h
13:30 → 14:30
Final discussion and Q&A
Speaker: Massimo Bonavita (ECMWF)

ECMWF

Reading
1h

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