๐ค๐ What happens when machine learning meets Earth science?
If that question makes you lean forward instead of scroll past, theย Machine Learning Streamย is for you.
Discover the challenges of the #MachineLearning stream and join the movement! tinyurl.com/2s34dn73
๐ The Code for Earth 2026 Call for Participation is now open.
Have an idea at the intersection of climate, weather & tech?
This is your chance to turn it into a real solution.
Curious minds welcome. Bold proposals encouraged.
Apply now: tinyurl.com/4z8vknyd
youtu.be/2AVby3gCSoo
Something new is building. ๐
The Code for Earth 2026 teaser is out now โ a first glimpse into the next edition of our programme where open data, collaboration and climate innovation come together.
If youโre curious about whatโs coming next, hit play. youtu.be/i41vTFdBoIU
#CodeForEarth
Do ML weather models obey physics? PACE checks.
Their Final Day presentation is sharp, clever & now online.
โถ๏ธ youtu.be/c_Y0JZCUIfI?...
#CodeForEarth
Wildfires move fast โ now the data keeps up. Fire Front Radarโs Final Day talk on real-time fire visualisation is live.
โถ๏ธ youtu.be/gREDb0Xe5vY?...
#CodeForEarth
๐ Two webinars, dozens of insights.
Thanks to everyone who joined our #CodeForEarth Mid-Term Webinars!
To the teams: good luck for the rest of the coding phase โ weโre cheering you on ๐
Watch them here: ๐ www.youtube.com/playlist?lis...
#ClimateTech #CodingPhase #OpenData
๐๏ธ Last moments to register!
The second #CodeForEarth webinar happens today.
Join us to see how more teams are using data + code to tackle climate challenges.
๐๏ธ Today โ 15:00 - 16:30 CEST
๐ codeforearth.ecmwf.int/mid-term-web...
#ClimateTech #OpenScience #CodingPhase
Missed the first one?
Our second #CodeForEarth webinar is just days away!
Catch more teams, more tools, and more climate-smart ideas.
๐๏ธ 24/07/2025 โ 15:00 - 16:30 CEST
#ClimateTech #CodingPhase #OpenData
๐จ Last chance to register for our first #CodeForEarth webinar!
Join us tomorrow to hear how our teams are turning climate data into code-driven tools.
๐๏ธ 09/07/2025 โ 15:00 - 16:30 CEST
๐ codeforearth.ecmwf.int/mid-term-web...
#ClimateTech #CodingPhase #OpenData
โณ Countdown time!
Our first #CodeForEarth Mid-Term Webinar is just days away!
Get ready for live demos, bold ideas & climate data wizardry.
๐๏ธ 9/07/2025 โ 15:00 - 16:30 CEST
#ClimateTech #CodingPhase #OpenData
๐ฌ๏ธ Can ML forecasts follow the laws of physics?
PACE checks if models like GraphCast & CorrDiff stay consistent over time + space.
Part of #CodeForEarth 2025 โ because forecasts shouldnโt fake it.
#ClimateTech #PhysicsAwareAI #CodingPhase
๐ Model behaving badly?
EVALKIT is your open-source toolkit for forecast error detection โ with interactive notebooks, Earthkit, and sharp diagnostics.
Part of #CodeForEarth 2025, built for data detectives.
#ClimateTech #WeatherModels #CodingPhase
๐ฅ Meet Fire Front Radar โ a real-time, interactive web app for exploring fire-related data across the globe.
Part of #CodeForEarth 2025, it's built to keep up with the speed of wildfires โ and help you see the heat coming.
#ClimateTech #WildfireData #CodingPhase
๐ผ๏ธ Visualising CAMS data just got way easier.
This #CodeForEarth 2025 project brings interactive air quality forecasts to your browser โ no tools, no downloads, just click & explore.
From sandstorms to methane leaks, it's climate data made visible.
#ClimateTech #AirQuality #CodingPhase
โ๏ธ Meet MLCosting, a smart ML-based plug-in for predicting DSS request costs at ECMWF.
Trained on real data, it estimates execution time, dataset size & classifies load.
Part of #CodeForEarth 2025.
#ClimateTech #MachineLearning #APItools #CodingPhase
๐ง Meet EarthReach Agent, a dual-LLM system making meteorological charts accessible to visually impaired scientists.
One LLM writes expert-level descriptions, the other checks their accuracy.
Part of #CodeForEarth 2025.
#AI4Good #ClimateTech #Accessibility #CodingPhase
๐จ Say hello to AI4AirQuality, part of #CodeForEarth 2025.
This team is tackling air pollution downscaling with U-Net, Swin v2 Transformers, and a novel ModAFNO twist โ all trained on CAMS data.
High-res insights, cleaner decisions.
#ClimateTech #AirQuality #ML4Env #CodingPhase
๐งฉ Polygons are powerfulโand painfully complex.
PolyShell is here to change that.
Part of #CodeForEarth 2025, itโs building a smart way to reduce complex shapes without losing their soul (or their edges).
#Geospatial #ClimateTech #CodingPhase
๐ช๏ธ PolyView Navigator turns 4D meteorological data into immersive, browser-based visualisations using ECMWFโs Polytope.
Explore weather across space + time โ built for scientists, forecasters, and decision-makers.
Part of #CodeForEarth 2025.
#ClimateTech #DataViz #CodingPhase
The results are in! ๐
Code for Earth 2025 is entering the Coding Phase ๐
Big thanks to everyone who applied โ your ideas blew us away.
To the selected teams: itโs time to build.
Stay tuned โ weโll reveal the winning projects on the website soon! ๐
#CodeForEarth #ClimateTech #DevLife
Thatโs a wrap! ๐๐ป
Code for Earth 2025 submissions are now closed โ thanks to all the brilliant minds who applied! Weโre now reading through your proposals (with coffee in hand).
Shortlisted applicants will be announced soon. Stay tuned!
#CodeForEarth #ClimateTech
Today's the real deadline to apply for Code for Earth ๐๐ป No April Foolsโ hereโjust your last chance to code for climate, data, and impact with ECMWF. Got the skills? Apply now or risk kicking yourself tomorrow. #CodeForEarth #DeadlineDay codeforearth.ecmwf.int
๐งโโ๏ธ One does not simply recover data without backup.
On #WorldBackupDay, remember: good science needs good data practices.
Code for Earth relies on reliable data to support climate & weather solutions.
Submit your proposal ๐ codeforearth.ecmwf.int/code-for-ear...
#CodeForEarth
โฐ ๐ง๐๐ ๐'๐ฆ ๐ฅ๐จ๐ก๐ก๐๐ก๐ ๐ข๐จ๐ง!
Tomorrow's the deadline to submit your #proposal for the 2025 edition of Code for Earth!
Weโre looking for #developers & creatives to explore how tech can support the Earth sciences community.
โฌ5,000 for selected projects that make it to the finish line.
๐๐ป shorturl.at/ybbYt
๐โจ ๐๐ผ๐ฑ๐ฒ ๐ณ๐ผ๐ฟ ๐๐ฎ๐ฟ๐๐ต ๐ฎ๐ฌ๐ฎ๐ฑ ๐ถ๐ ๐ฐ๐ฎ๐น๐น๐ถ๐ป๐ด โ ๐ฎ๐ป๐ฑ ๐๐ฒโ๐๐ฒ ๐ด๐ผ๐ ๐ฎ ๐๐ถ๐ฑ๐ฒ๐ผ ๐๐ผ ๐ฝ๐ฟ๐ผ๐๐ฒ ๐ถ๐. โจ๐
Into #weather, #climate, or #atmospheric data? Fancy using your skills to build #opensource tools that actually make a difference? Youโre in the right place.
Watch the video, and join us! youtu.be/Z1J22LvIK_c
๐โจ Calling all data dreamers and visualisation virtuosos! #Stream1 of #CodeforEarth2025 is your chance to turn #environmental data into stunning, useful #tools โ from mapping wildfires to making meteorological plots accessible.
๐ Apply now: codeforearth.ecmwf.int/stream/strea...
Get the answer to all of your questions about this new edition of ๐๐ผ๐ฑ๐ฒ ๐ณ๐ผ๐ฟ ๐๐ฎ๐ฟ๐๐ตโ watch the recording of yesterday's Q&A #webinar!
๐ Special thanks to the ๐ ๐-๐๐๐๐ฆ and ๐ฆ๐๐ป๐ฉ๐ถ๐๐ผ๐ฟ teams for joining and telling all about their experience as participants of Code for Earth 2024. ๐บ youtu.be/sz9Zb6tRX3E
๐ง๐ต๐ฒ๐ฟ๐ฒ'๐ ๐๐๐ถ๐น๐น ๐๐ถ๐บ๐ฒ!
Join us for the next ๐ค&๐ ๐ช๐ฒ๐ฏ๐ถ๐ป๐ฎ๐ฟ tomorrow to learn more on the #proposal submission process and hear from #participants of last year's edition!
๐๏ธ 19/03/2025
โฐ 15:00 - 15:45 CET
๐บ Online
Register now! ๐ codeforearth.ecmwf.int/qa-webinars/
#CodeforEarth2025
If you have missed the first Q&A #webinar, you ๐ฑ๐ฒ๐ณ๐ถ๐ป๐ถ๐๐ฒ๐น๐ don't wanna miss the second!
๐๏ธ 19 March 2025 | โฐ 15:00 - 15:45 CET | ๐บ Online
You can ask all of your pressing questions about the #proposal submission process, mentorship, the #codingphase, and more!
Register now! ๐ shorturl.at/npuB1
Got questions about #CodeforEarth? ๐ค Eligibility, teams, proposal submission & more were covered in our first Q&A #Webinar! ๐
Missed it? Watch the recording! ๐บ ๐ youtu.be/4KZlXSegq-8
Still unsure? Join our second session! ๐๏ธ 19 March 2025 โฐ 15:00-15:45 CET ๐ codeforearth.ecmwf.int/qa-webinars/