Meteorologists are losing a sophisticated tool that has proved invaluable when monitoring and forecasting hurricanes.

The ICON model can be used for weather forecasting as well as climate predictions and long-term projections. So far, however, the different applications have been developed separately.

The field of AI-driven weather modeling is advancing at a rapid pace, as illustrated by a new model that has critical advantages over other approaches. Why it matters: Applying artificial ...

The science behind weather forecasting. Creating a weather forecast is a complex process. Meteorologists use sophisticated numerical forecast models to help predict future weather.

A satellite program that has historically been a key source of weather forecasting data will be discontinued no later than ...

Together, these advancements have resulted in steady improvement over the years in the overall accuracy of weather ...

Yet that can be a time-consuming and expensive endeavor. Traditional forecasting relies upon a method called numerical weather prediction. This physics-based technique, developed in the 1950s ...

Depending on the complexity, it can generate a forecast in seconds or minutes, using only about 10% of the weather data required by current forecasting systems.

Life without modern forecasting. Without the advent of Numerical Weather Prediction, meteorologists would have to manually compute a series of complex equations to create the forecast—which ...

Forecasts driven by AI could also help to mitigate against the impacts of storms, floods and heatwaves by providing earlier and more accurate warnings of severe weather. But there are challenges - ...

The ICON model can be used for weather forecasting as well as climate predictions and long-term projections. So far, however, the different applications have been developed separately. An ...

The same applies to the methods of data assimilation ... (ICON XPP – eXtended Predictions and Projections), which explicitly incorporates the developments in numerical weather forecasting.