Floods and watersheds
Read rainfall, rivers and exposure. Learn how communities prepare.
RUDO™ Learning Hub
RUDO ChallengesForecast. Verify.
Understand.
Start with the weather. Build the habit of testing ideas against evidence, and explore the world with science, mathematics and AI.
This season: weather. One way of learning, with methods fitted to each topic.
This season
RUDO Weather Challenge
El Niño Challenge Season · Boston as the shared anchor
1 station1 variable1 scoring rule
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This season: Boston temperature
One station, one variable, one measure of error.
Make a judgment. Then verify.
Your forecast is sealed with a receipt before the outcome is known.
Bring understanding home
From reflection to better questions about your own place.
Every challenge is also a course
Learn the method, then use it tomorrow.
Read the weather
Weather and climate are different questions, and a probability is not a guarantee.
Measure error
Why an exact error is the fair score, and what a reference line can teach you.
ENSO and home
How a warm Pacific can tilt a season, and how to bring the method back to your own city.
Explore what's next
More questions worth understanding.
Planned learning directions. These challenges are not open, and there is nothing to sign up for yet.
Extreme heat
Explore temperature, warnings and practical community responses.
Earthquake risk and probability
Learn long-term hazard and resilience. No precise advance prediction is promised.
Each topic will have its own data, rules and scientific limits. Results are never added across topics.