Extreme weather events such as heavy rain and flooding pose growing challenges for early warning systems worldwide.
Ph.D. student Phillip Si and Assistant Professor Peng Chen developed Latent-EnSF, a technique that improves how ML models assimilate data to make predictions.
A range of national meteorological services across Europe and ECMWF have launched Anemoi, a framework for creating machine learning (ML) weather forecasting systems. Named after the Greek gods of the ...
With heat waves among Europe's deadliest climate hazards, a team of scientists led by CMCC has developed a prediction system capable of providing helpful information four to seven weeks before summer, ...
Meteorologists and other environmental scientists rely on numerical forecast models to aid in developing a weather outlook. These models, such as the American GFS model and European ECMWF model, use ...
Scientists at CMCC have developed a machine learning system that can predict European heatwaves up to seven weeks in advance, offering crucial lead time for preparation.
After a hurricane passes, scientists routinely analyze the assorted computer models used to predict its path and power and crown a victor. This year, a surprising new contender has emerged — a ...
Imagine being able to plan your lunch break around a short snowstorm, or time your resort departure with a break in the ...