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   High resolution mean sea level pressure and ensemble spread 

High resolution mean sea level pressure and ensemble spread

   Thursday 28 May, 12 UTC T+96 Valid: Monday 01 June, 12 UTC

   Ensemble forecasts explained
   One 'ensemble forecast' consists of 51 separate forecasts made by the same computer model, all activated from the same starting time. The starting conditions for each member of the ensemble are slightly different, and physical parameter values used also differ slightly. The differences between these ensemble members tend to grow as the forecasts progress, that is as the forecast lead time increases.
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   SCIENCE BLOG
   

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Towards improved forecasts in Northern Europe with a new snow model

   Jonny Day and Gabriele Arduini discuss how they are using Finnish Meteorological Institute observations at a snow-covered boreal site in Lapland to improve the ECMWF snow model and forecasts in Northern Europe.
   19 May 2020
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   NEWS
   

   IFS Cycle 47r1 May 2020 webinar details
   

Webinars to explain how June’s IFS upgrade improves forecasts

   ECMWF upgrades its forecasting system on a regular basis, and one such upgrade is planned for 30 June 2020. Director of Forecasts Florian Pappenberger will explain how the changes improve forecasts in two webinars on 27 and 28 May 2020.
   21 May 2020
   NEWS
   

   Satellite image of dust plumes off west Africa 1 March 2017
   

Progress towards using visible light satellite data in weather prediction

   ECMWF scientists have made progress in using visible light satellite data to estimate the concentration of small particles suspended in the atmosphere. Their work could pave the way for the fuller use of such data in numerical weather prediction.
   18 May 2020
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COVID-19 (coronavirus) update 

   As the situation around COVID-19 continues to evolve, ECMWF staff, whether in Italy or in the United Kingdom, are now working remotely. The operation and delivery of our mission-critical activities are not affected. Staff will continue to be available via email. For updates on our events, please check the relevant pages on this website.
   7 April 2020

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   More and better aircraft-based observations to improve the quality of weather forecasts are possible if all involved work together, according to experts meeting at ECMWF last month. https://ecmwf.int/en/about/media-centre/news/2020/more-and-better-aircraft-weather-observations-are-possible-experts @WMO #EUMETNET
   

   



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   Education is a key element of our work at ECMWF, enabling our partners to get the most from ECMWF's services and develop an advanced understanding of forecasting.
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   May 28          Webinar on new IFS Cycle 47r1
   June 1 - 4      Virtual Event: Using ECMWF's Forecasts (UEF2020)
   June 4          User workshop on Copernicus regional reanalysis for Europe
   June 11 - 12    ECMWF Copernicus Workshop
   July 14         Machine learning seminar series - AI, a change in science/technology ... or culture?
   July 28         Machine learning seminar series - Spatiotemporal complexity and time-dependent networks in mid- to late Holocene simulations
   September 1 - 4 Annual Seminar 2020
   September 22    Machine learning seminar series - Causal Networks as a framework for climate science to improve process understanding

   ECMWF lecture theatre

   ECMWF workshops are open to the worldwide meteorological community, though some training is restricted to member states.
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   International collaboration is fundamental to the work of ECMWF, working with the EU and the meteorological community at large, including the World Meteorological Organization, space agencies, and scientists around the world.
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