🌍 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 — we’re cheering you on 🚀

Watch them here: 🔗 www.youtube.com/playlist?lis...
#ClimateTech #CodingPhase #OpenData

🎟️ 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.
🗓️ Today — 15:00 - 16:30 CEST
🔗 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.
🗓️ 24/07/2025 — 15:00 - 16:30 CEST
#ClimateTech #CodingPhase #OpenData

🚨 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.
🗓️ 09/07/2025 — 15:00 - 16:30 CEST
🔗 codeforearth.ecmwf.int/mid-term-web...
#ClimateTech #CodingPhase #OpenData

⏳ Countdown time!
Our first #CodeForEarth Mid-Term Webinar is just days away!
Get ready for live demos, bold ideas & climate data wizardry.
🗓️ 9/07/2025 — 15:00 - 16:30 CEST
#ClimateTech #CodingPhase #OpenData

🌬️ Can ML forecasts follow the laws of physics?
PACE checks if models like GraphCast & CorrDiff stay consistent over time + space.
Part of #CodeForEarth 2025 — because forecasts shouldn’t fake it.
#ClimateTech #PhysicsAwareAI #CodingPhase

🔍 Model behaving badly?
EVALKIT is your open-source toolkit for forecast error detection — with interactive notebooks, Earthkit, and sharp diagnostics.
Part of #CodeForEarth 2025, built for data detectives.
#ClimateTech #WeatherModels #CodingPhase

🔥 Meet Fire Front Radar – 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 — and help you see the heat coming.
#ClimateTech #WildfireData #CodingPhase

🖼️ Visualising CAMS data just got way easier.
This #CodeForEarth 2025 project brings interactive air quality forecasts to your browser — no tools, no downloads, just click & explore.
From sandstorms to methane leaks, it's climate data made visible.
#ClimateTech #AirQuality #CodingPhase

⚙️ 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

🧠 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

💨 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 — all trained on CAMS data.
High-res insights, cleaner decisions.
#ClimateTech #AirQuality #ML4Env #CodingPhase

🧩 Polygons are powerful—and painfully complex.
PolyShell is here to change that.
Part of #CodeForEarth 2025, it’s building a smart way to reduce complex shapes without losing their soul (or their edges).
#Geospatial #ClimateTech #CodingPhase

🌪️ PolyView Navigator turns 4D meteorological data into immersive, browser-based visualisations using ECMWF’s Polytope.
Explore weather across space + time — built for scientists, forecasters, and decision-makers.
Part of #CodeForEarth 2025.
#ClimateTech #DataViz #CodingPhase

If you have missed the first Q&A #webinar, you 𝗱𝗲𝗳𝗶𝗻𝗶𝘁𝗲𝗹𝘆 don't wanna miss the second!

🗓️ 19 March 2025 | ⏰ 15:00 - 15:45 CET | 📺 Online

You can ask all of your pressing questions about the #proposal submission process, mentorship, the #codingphase, and more!

Register now! 🔗 shorturl.at/npuB1