GlobMODEL workshop, ESRIN, 12-13 Sept 2007 Slide 1 Assimilation of Earth-observation data into Earth-system models Practical considerations in the transition from research to operations Erik Andersson and Adrian Simmons European Centre for Medium-Range Weather Forecasts
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Slide 1 GlobMODEL workshop, ESRIN, 12-13 Sept 2007 Assimilation of Earth-observation data into Earth-system models Practical considerations in the transition.
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Opening up the research systems of operational assimilation centres to much wider use by external research groups would:
• Enable external research to be more relevant and readily applicable
• Require support at both the operational and external research centres, as operational systems tend to be sophisticated and complicated, change over time, and are not necessarily
designed to be friendly to outside users
• Require long-term support, as support-team expertise needs to be built up, and lessons need to be carried over from research
to near-real-time operations, and later to reanalysis
• Train young researchers for future roles at operational centres
Conclusions – transition from research to operations
In many cases, interpretation of EO data is significantly enhanced through assimilation (fusion) into a comprehensive Earth system model, or components thereof
• Research and development of Data assimilation techniques, Assimilating models, Retrieval algorithms, Radiative transfer modelling, … can be conducted in a distributed manner
• New developments can be integrated into the operational system, after thorough testing and evaluation of its impact
• (Components of) the operational system can be made available for experimentation in the research community – provided the required support teams can be established
• The uptake of EO data can be accelerated by making the data available in (quasi) near-real time, as soon as possible after launch – later/reprocessed data are vital for reanalyses