Name: Training course: Data assimilation
Start: 2021-05-10T08:45:00+01:00
End: 2021-05-14T17:00:00+01:00
Location: No location set

Analysis of radiance observations

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 methds

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

Gather Town Practical Session: DA experiments with OOPS

Introduction

Land data assimilation

Model error in data assimilation

Ocean data assimilation

Online course opens

Overview of assimilation methods

Parametrization and data assimilation

Practical session: DA experiments with OOPS

Practical Session: DA experiments with OOPS

Practical session: Tangent linear and adjoints

Reanalysis methods

Tangent linear and adjoints

Training course: Data assimilation

Material Package