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European Weather Service: New AI weather model needs 1000 times less electricity.

The European Center for Medium-Range Weather Forecasts (ECMWF) is making available data from a new AI-based weather model that is significantly more accurate and requires around 1000 times less energy to produce a forecast.

mediafaro.org/article/20250225

heise online · European Weather Service: New AI weather model needs 1000 times less electricity
More from Martin Holland
#AI#Weather#ECMWF

(Please also see Phil Browne's comment below for ECMWF's open data plans)

There are a quite a lot of weather companies and even national weather services around the world that depend on the freely and reliably available global model data from the US NWS.

There is now a real risk that this access will be shut off or made unaffordable.

I really do hope that @ECMWF is thinking about this and considering to finally make their model data freely available for at least non-member state weather services - in particular in the global south.

IMO the model data in full should be free for everyone (like the US data has been for decades) since it is tax payer funded and would allow weather companies around the world to run their own models and innovate products and services.

I've always found it ironic that the US is so much more generous with their data than the "socialist" Europeans are.

#NWS#GFS#ECMWF
Replied in thread

@JZ_Lpz
Interessant!
Ich wollte das Maximum des derzeit physikalisch Möglichen an Starkregen in Europa herausfinden. Dafür hab ich beim TIGGE Archiv vom ECMWF die 50 Ensemblemember mit all ihren "pertubed" Forecasts runtergeladen und laufende 3Tagessummen aufsummiert.
Man kann bei TIGGE auch andere Modelle runterladen, aber ich nahm #ECMWF, weil ich halt nicht besser wusste. Außerdem noch vom original 0.5x0.5 grid auf 1x1 interpoliert, um Plattenplatz u Zeit zu sparen. Auch ne schlechte Idee gewesen, da die Maximalwerte dabei verloren gegen.

Das Ergebnis war extrem ... unbeindruckend. Das Maximum aller 3-Tagessummen seit 2020 lag in der Nordost -Türkei, im Oktober 2024.
Der 1x1 Gridpunkt Valencia waren (aus dem Kopf) bloß 300mm oder so.

Um das heute physikalisch Mögliche bei Starkregen mal annähernd abzubilden, sollte ich also pertubed #GFS-Member in Originalauflösung seit 2020 runterladen und 3Tagessummen bilden?
Ah jee... das dauert wirklich ewig. Einmal das Bereitstellen durch #TIGGE, und dann vor allem auch das Processing auf meinem Läppi...

Kannst Du das nicht mal für uns tun und dann als Clickable Europakarte auf Eure Webseite stellen?

GARR, Switch, GÉANT teamed up to interconnect the Swiss National Supercomputing Centre (CSCS) in Lugano🇨🇭and the European Centre for Medium-Range Weather Forecasts (@ECMWF) in Bologna🇮🇹 with a state-of-the-art, ultra-large bandwidth dedicated connection.

This opens new perspectives for #research in #meteorology and scientific #computing, and aims to accelerate progress in climate modelling & weather forecasting.
connect.geant.org/2024/11/21/t

Look. These high September temperatures in Greifswald and Potsdam had already been physically possible 110 to 130 years ago, when #GlobalWarming was at ±0°C.
It merely only happened once.

And today.

But we haven't experienced yet what the physically possible is in today's CO2-charged weather.
Knowing this would be very valuable regarding #climate adaptation.

Do you know where we can get such information on today's physically possible?

By exporting the maxima from each Forecast Ensemble Member since 2020. 💡
A clickable map in a 1°by1° land-only grid, showing the maxima for °C, rain and stuff like 6-hour sustained °C and relative humidity, or 48hr rain and so on.

I asked the boss of #ECMWF Forecast😁 but they don't want to produce such a clickable map. What they did give me:
a URL to past Ensemble Member data so I can do it myself ! #OpenData confluence.ecmwf.int/display/T

Had a quick look at #Tigge but it's too hot for my poor brain to make sense of it. Maybe this winter. Or you?

Vorhersage für das Allgäu: Mittelwert aller Vergleichsberechnungen des #ECMWF von 133 mm, Ausreißer > 250 mm… via Kachelmann

Wenn Söder fertig gegen die Grünen gehetzt hat, kann er schon mal die Gummistiefel wieder herausholen und die nächsten Bittgesuche an grüne Bundesministerien für finanzielle Unterstützung nach Flutkatastrophen vorformulieren.

💡 Check out this enlightening article shared by the European Centre for Medium-Range Weather Forecasts #ECMWF about #nextGEMS!

Irina Sandu and Thomas Rackow provide fascinating insights into the pioneering multi-decadal climate projections at km-scales and the project's connection with #DestinationEarth. 🌐

Read more about it here: stories.ecmwf.int/nextgems-an-

#EarthSystemModelling #StormsResolving #ClimateScience #CINEA #H2020 #ClimateScience # ClimateChange #Weather #ClimateModelling

World's first year-long breach of key 1.5C warming limit - #BBCNews
bbc.com/news/science-environme

'World leaders promised in 2015 to try to limit the long-term temperature rise to 1.5C, which is seen as crucial to help avoid the most damaging impacts.
This first year-long breach doesn't break that landmark 'Paris agreement', but it does bring the world closer to doing so in the long-term.'

Wanneer dringt het door dat nieuwe records geen teken van succes zijn?
📷 @ECMWF

🌍🌐 Destination Earth contributes to Europe's boost of #ArtificialIntelligence. #ECMWF is hiring talent to develop #MachineLearning-based Earth system simulations for #DestinE's digital twins. These efforts will set the base for a comprehensive European #ML model for the Earth system.
Read more here ➡️ stories.ecmwf.int/ecmwf-is-hir
Find out more about the vacancies and meet some of the team you could be working with ➡️ stories.ecmwf.int/machine-lear
#DestinationEarth #AI