Training course: Data assimilation & Machine Learning
| Monday, 17 March | ||||
| → |
Arrivals
|
ECMWF
Reading
|
15m | |
| → |
Introductions
Speakers:
Students,
Massimo Bonavita
(ECMWF),
Andy Brown
(ECMWF),
William Becker
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Overview of assimilation methods
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Assimilation Algorithms: (1) Basic concepts
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Conventional and actively sensed observations
Speaker:
Sean Healy
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Assimilation Algorithms: (2) 3D-Var
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Welcome cocktail
|
ECMWF
Reading
|
1h 30m | |
| Tuesday, 18 March | ||||
| → |
Assimilation Algorithms: (3) 4D-Var
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Group photo / Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Bias correction methods
Speaker:
Patrick Laloyaux
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Assimilation Algorithms: (4) Ensemble and hybrid methods
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Parametrization and data assimilation
Speaker:
Philippe Lopez
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Tangent linear and adjoints
Speaker:
Marcin Chrust
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Practical session: Tangent linear and adjoints
Speakers:
Marcin Chrust
(ECMWF),
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
55m | |
| Wednesday, 19 March | ||||
| → |
Background error modelling in data assimilation
Speaker:
Elias Holm
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Radiance observations
Speaker:
Tony McNally
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Model error in Data Assimilation
Speaker:
Patrick Laloyaux
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Data Assimilation Diagnostics – Forecast Sensitivity
Speaker:
Bruce Ingleby
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Practical session: DA experiments
Speakers:
Marcin Chrust
(ECMWF),
Massimo Bonavita
(ECMWF),
Patrick Laloyaux
(ECMWF)
|
ECMWF
Reading
|
2h | |
| Thursday, 20 March | ||||
| → |
Reanalysis Methods
Speaker:
Hans Hersbach
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Ocean data assimilation and coupling
Speakers:
Hao Zuo
(ECMWF),
Philip Browne
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Data assimilation of atmospheric composition
Speaker:
Melanie Ades
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Land data assimilation and coupling
Speaker:
Patricia de Rosnay
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Practical session: DA experiments
Speakers:
Marcin Chrust
(ECMWF),
Massimo Bonavita
(ECMWF),
Patrick Laloyaux
(ECMWF)
|
ECMWF
Reading
|
1h | |
| Friday, 21 March | ||||
| → |
Monitoring of Observations and Data Assimilation System
Speaker:
Mohamed DAHOUI
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Data Assimilation and Machine Learning
Speaker:
Alan Geer
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Machine Learning in the NWP workflow
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Final discussion and Q&A
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |