#ECMWF

Global Mean Temperature GMT is just a way of keeping track of change, not a metric for actually useful information.
Our tech civilisation can break at GMT 1.5°C, and the reasons for impending collapse of complex fragile supply chains that our order depends on so fundamentally, won't be detected pondering GMT line charts.

Pondering the When & Where of weather extremes as modelled in IFS and ICON, will reveal impending civilisation collapse – if combined with knowledge of:
global supply chains, indispensable workforce, and locally applicable national and international politics wrt social and climate safety nets.

That's also why I find this comparison of model resolutions by Brunner et al so very, very useful. iopscience.iop.org/article/10.

I discovered similar while trying to find the <physically possible> max rain events in Europe 2020-2024. I crawled through all 50 ECMWF weather forecast members with their 360 hour steps.
But the all-time maxima didn't even come close to the 2020-2024 maxima in NOAA's weather station collection, let alone showing higher rain amounts than what hit the ground.

The TIGGE archive can be used for data download: apps.ecmwf.int/datasets/data/t

One problem was my 1x1°grid, interpolated during the data download from the original 0.5x0.5° grid = 57 km2.
(Interpolation means averaging neighbour grid cells.)

0.5x0.5° is too coarse, too. The paper uses models with a 9 km2 and 13 km2 grid!

Nah... Won't do it again on a 0.5x0.5° grid.
I might check whether TIGGE's other archived forecast models have a higher resolution than #ECMWF . And if they do, I'll test the member forecasts for Valencia, September 2024.
Or maybe also test against another event that wasn't due to a recurring phenomenon like the one in Spain. The Belgium and Germany flooding on July 14, 2021 for example.

IIRC, the serial TIGGE download & analysis took 5 weeks on 2 laptops, during which my main computer wasn't capable of much else.
I'd also need more SSD drives for higher resolution😵‍💫

Or, since I really simply want to map the maximum <physically possible> extreme, I could serial-process the highest resolution in smaller data chunks! 💡

I am still keen because I really think such a map of extremes, based on the physically possible would be very valuable information.

One example:
Potsdam's September 4th 2024 was the first September 4th with higher daily max temperature than in 1895. Meaning, the 1895 extreme was physically possible already in a non-angry weather.
That "perfect storm" only occurred once in 130 years before it happened again – and it wasn't a very threatening temperature (°C in September isn't threatening on Potsdam's latitude due to the sun's seasonal position in the sky).

But September 4, 2024 was not a "perfect Sept 4th storm".
What would the extreme have been like in "perfect conditions" – ie, with Exxon's CO2 applied?

Ah. Now that is a question I can find an answer to much quicker than the Tigge project.

I can just pull the all-time maximum from weather stations. Then do its weekly decadal average and subtract this from the newest weekly decadal average under Exxon's CO2 forcing.
Then add the difference to the all-time maximum, et voilà: the maximum physically possible in that location.

Nice. Will do!

steph.spacestephspace
2025-05-27

This blog post gives such interesting insight into the differences between physics-based and AI-based weather forecasting.

The AI version of ECMWF‘s IFS model had a better 2-meter temperature during high-pressure winter conditions in this study over southern Germany. This was linked to a better representation of low-level cloud cover.

ecmwf.int/en/about/media-centr

Figure 7 from the cited blog post: Three-day running mean of area-averaged error of T2m (top) and LCC (bottom) for 36 h AIFS Single (solid) and IFS Control (dashed) forecasts for the south Germany box. Thin lines show area-averaged errors prior to smoothing.
Jakob Thoböll - R.I.P. Natenomjakob_thoboell@kirche.social
2025-05-15

Wo sind wir eigentlich falsch abgebogen, dass #Aktivisti Leute anpöbeln und ihnen #Klimaleugnung unterstellen, die die mediale Debatte und das Clickbaiting um die #ecmwf-Langfristtrends kritisch betrachten und die Aussagekraft des ganzen nicht zu hoch ansetzen wollen?
Überholt der #aktivismus jetzt die #wissenschaft ?

Jan OczenasekJanOcz@ohai.social
2025-05-14

#KatharinaReiche neue #Wirtschaftsministerin meint, #Klimaschutz wäre „überbetont“ gewesen...
🥵 Die Wetterprognose des #ECMWF zeigt klare Tendenz zu Hitzesommer mit Dürre und Belastung der Wasserversorgung.
🤑 Bis 2050 wird der #Klimawandel uns zwischen 280 & 900 Milliarden kosten, fand die Bundesregierung 2021 in einer Studie heraus.
🏗️⁣Outdoor-Arbeit kann in Südeuropa in den Sommermonaten auf 60 % der Arbeitskapazität sinken.

Denke eher, wir „überbetonen“ nicht genug!

German Satellite Achieves First Simultaneous CO2 and NO2 Measurements from Power Plant Emissions

The newly developed approach allows scientists to directly measure #CO2 and #NO2 over individual power plants, providing critical data for understanding atmospheric processes and industrial #emissions. The findings, published in the journal Environmental Research Letters, demonstrate that EnMAP can effectively track emissions over distances of several tens of kilometers, a feat previously considered unfeasible for a satellite not explicitly designed for atmospheric measurements.

Power plants release CO2 and nitrogen oxides (NOx) as part of their regular operations, both of which significantly contribute to air pollution and climate change. CO2, a primary #GreenhouseGas, and NOx, a precursor to ground-level #ozone, have traditionally been challenging to monitor at high spatial resolutions from space.

Most satellite instruments lack the fine-scale detail required to distinguish individual emission sources against the background atmospheric concentrations. #EnMAP, however, overcomes these challenges with its unique capability to capture detailed 30 x 30 meter resolution imagery.

"Using the EnMAP data, we were able to determine the distribution of CO2 and NO2 in emission plumes from individual PowerPlants - for example, from facilities in #SaudiArabia and the South African #Highveld region, one of the world's largest emission hotspots," said Christian Borger, the study's first author and former postdoctoral researcher in the Satellite Remote Sensing Group at the Max Planck Institute for Chemistry. Borger now conducts research at the European Centre for Medium-Range Weather Forecasts (#ECMWF) in #Bonn.

spacedaily.com/m/reports/Germa

#ClimateScience
#ClimateCrisis
#RemoteSensing

2025-05-04

O w mordę. Przejrzałem prognozy. Głównie modele #ECMWF ale i inne, i tak wiem, powyżej 7 dni sprawdzalność spada na fifty-fifty, ale jak na razie to nie będzie piękny maj. Do 17-go u mnie nie będzie cieplej niż 14 stopni 🫣 Jasny gwint, to sporo poniżej normy wieloletniej. Coś cieplejszego zapowiada się dopiero w trzeciej dekadzie miesiąca. Jak znam życie to walnie wówczas upałem z 15 na 30 i będziemy chodzić jak pijane pingwiny 😆 #prognoza #pogoda #maj

joene 🏴🍉joenepraat@todon.nl
2025-04-17

Dr Gilbz: *Europe’s climate is heating faster than any other*

"2024 was the world’s hottest year on record, and Europe is the continent warming the fastest. Extreme events ravaged Europe last year, including floods, wildfires and storms that claimed hundreds of lives and impacted many thousands more.

To find out more, I spoke to Julien Nicolas, a co-author of the European State of the Climate Report, a huge undertaking that was put together by the European Centre for Medium Range Weather Forecasting on behalf of the Copernicus Climate Change Service and World Meteorological Organisation."

youtube.com/watch?app=desktop&
(🛡️ id.420129.xyz/watch?v=B5FmWfIy)

#ClimateCrisis #ClimateChange #ESOTC2024 #ECMWF #CopernicusClimate #WMO

2025-04-16

Every chart, data insight and key finding in the #ESOTC2024 is the result of international teamwork. A collective effort by #C3S—implemented by #ECMWF and supported by the European Commission—alongside WMO and contributors worldwide, the report drives critical understanding of our evolving climate. 👉 bit.ly/4llEy6q

2025-04-16

Europe’s climate is heating faster than any other

piefed.social/post/646637

2025-04-15

@Ellis_ramblings Seit wenigen Monaten wird KI in der benutzt, z. B. mit dem des :

charts.ecmwf.int/catalogue/pac

Google hat auch ein AI-Wettermodell: GraphCast.

sabmansabman
2025-04-02

I've been playing aroud with model called AIFS. Deployed a demo inference app it was super smooth and works reasonably fast on a small GPU well done to @ECMWF form making the model available! 🇪🇺

Code at:
huggingface.co/spaces/decision

Output from AIFS Weather Forecast Model showing Total Water Column
jpoesen | 🇪🇺 | 🏳️‍🌈jpoesen@social.jpoesen.com
2025-03-21

#ECMWF is the European Centre for Medium-Range Weather Forecasts.

I've worked with them for a number of years and visited their impressive Ops centre in Reading multiple times.

It's absolutely great news that they will be releasing all of their real-time data under a CreativeCommons #OpenData license later this year.

ecmwf.int/en/about/media-centr

Paul Schoonhoven 🍉 🍋vosje62@mastodon.nl
2025-03-19
bert hubert 🇺🇦🇪🇺🇺🇦
@bert_hubert@fosstodon.org
This is great news not in the least for our American friends where the weather service is being sabotaged. Weather models are oddly enough always global - you can't predict the weather in Berlin a week ahead without also predicting the weather in Austin, Texas. ECMWF has excellent hurricane forecasts also for the US for that reason, and these are also being used in the US already. Wonderful stuff:
JuanPa ☀️🟨☘️🟫💧 AgroecologíaHorcaDobleMango@kolektiva.social
2025-03-07

10 días más de lluvia marca el #ECMWF 😳

2025-03-03

#KINutzen
Ein neues System für kurzfristige #Wettervorhersagen und langfristige #Klimaprognosen nutzt künstliche Intelligenz, um Ergebnisse zu erzielen, die mit den besten vorhandenen Modellen vergleichbar sind, jedoch deutlich weniger #Rechenleistung benötigen. Das #NeuralGCM-Modell kombiniert traditionelle Modelle mit maschinellem Lernen und bietet erhebliche #Rechenleistungseinsparungen.

#Google #MIT #Harvard #ECMWF #Extremwetter #Wetterprognose

tino-eberl.de/nutzen-kuenstlic

Denis Gilbertdgscientifik
2025-03-01

@ECMWF's Artificial Intelligence Forecasting System (AIFS) is now operational, issuing forecasts from a single model run.

ecmwf.int/en/about/media-centr

Using the 2025-03-01 06:00 UTC AIFS Single forecast, here is the 2025-03-01 18:00 UTC (T+12h) forecast mean sea level pressure and 6-hour accumulated (water equivalent) over Europe and North America.

In times of climate radically changing, the #ECMWF european midrange weather forcast replaces physics based models with models based on automated statistics aka past data aka #ai... I feel like reading a dystopic novel, that lacks a bit in suspense, because while reading, you always think "aaah i see where the author is going with this".

Only ther's no author.

Or am i missing a point?

What are the driving forces that make us go this way?

Heres the original statement: ecmwf.int/en/about/media-centr

#naturalstupidity

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