ECMWF | Reading | 10-13 September 2018
Earth System Assimilation
In 2018 it is 20 years since the original introduction of 4D-Var at ECMWF. To commemorate this achievement there was a one-day symposium on 4D-Var in January and then in September the Annual Seminar will be on 'Earth System Assimilation'.
4D-Var has brought many very significant benefits over the past 20 years. In recent years the importance of having an ensemble component to the data assimilation has also become apparent and effort has focused on optimising the ensemble configuration, including hybrid techniques. The 2018 Annual Seminar will present the state of the art in data assimilation methods as applied in different Earth system components, as well as progress and strategies for coupled data assimilation. In particular the seminar will give an opportunity to report and identify common themes in assimilation for different Earth system components (atmosphere, including composition; land; ocean; and cryosphere) with a particular emphasis on coupling. The Seminar will also present the status and evolution of the global observing system for Earth system assimilation.
The seminar will begin with an overview of motivation and methods in Earth system assimilation, followed by a review of the evolving global observing system for the Earth system.
It will then report on ideas aiming at coupled assimilation in operational systems. This will be followed by more detailed talks on aspects of data assimilation methodology relevant to multiple Earth system components, such as the handling of non-linearity and non-Gaussianity in variational systems, ensemble and particle filter data assimilation, modelling of background errors, model error and parameter estimation, observation error modelling and issues in data sparse systems (such as pre-satellite era reanalysis).
The seminar will briefly present forecast model developments that may drive requirements for new data assimilation capability as well as issues with the linear model required by the 4D-Var algorithm. The seminar will then move on to a more detailed review of coupling strategies, including outer-loop coupling, full covariance coupling and coupling through the observation operator.
On the last day the seminar will consider actual progress in complex systems, including in the context of 20th century reanalysis, atmospheric composition, ocean and land.
The seminar is part of ECMWF's educational programme and is aimed at young scientists but also more established scientists that want to engage more with Earth system assimilation.
Registration is now closed.
The registration fee is 250 GBP for participants not residing in one of ECMWF's Member or Co-operating states. This includes an ice-breaker, one evening dinner and coffee breaks.
Please pay the registration fee by 1 September by bank transfer (see payment information).
Massimo Bonavita, Niels Bormann, Rossana Dragani, Stephen English, Johannes Flemming, Hans Hersbach, Elias Holm, Lars Isaksen, Sebastien Massart, Patricia Rosnay, Hao Zuo