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SUMMARY:Workshop on Diagnostics for Global Weather Prediction
DTSTART:20240909T080000Z
DTEND:20240912T160000Z
DTSTAMP:20260610T211200Z
UID:indico-event-383@events.ecmwf.int
CONTACT:events@ecmwf.int
DESCRIPTION:HD photoDescriptionDiagnostics are used throughout weather for
 ecasting. They can identify problems\, aid model development\, and highlig
 ht successes. Fundamental goals for ECMWF and others include the improveme
 nt of ensemble systems and their underlying Earth system models (ESM). Thi
 s workshop discussed how novel diagnostics can help us achieve these goals
  in physics-driven and data-driven systems. Themes include:Diagnostics of 
 predictability – key initial condition and model uncertainties\, pathway
 s of error growthProcess-oriented diagnostics – identifying issues\, dig
 ging deeper\, ESM interactions\, learning from km-scale forecastsData assi
 milation and ML as diagnostic tools – flow-dependent bias and uncertaint
 y growth\, explainable AICommunity diagnostic packages and data archives 
 – the benefits of comparison and communicationThe use of examples of app
 lications to weather phenomena (tropical waves and cyclones\, extratropica
 l storm-tracks and blocking\, for example) helped make the workshop access
 ible to a wide-range of participants. Highlighting diagnostic success stor
 ies (where diagnostics have made a difference) was valuable.FormatThe work
 shop took place at ECMWF’s Headquarters in Reading on 9-12 September 202
 4\, and consisted of in-person talks and poster presentations. Talks were 
 live streamed. \n\nhttps://events.ecmwf.int/event/383/
IMAGE;VALUE=URI:https://events.ecmwf.int/event/383/logo-4010207605.png
LOCATION:ECMWF
URL:https://events.ecmwf.int/event/383/
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