Digital Journal

Advances in deep learning assist with weather prediction

Accurate weather predictions are essential for modern economies, such as farming and shipping, as well as being required by governments (such as issuing flood warnings or alerting the populace to a ...
Nature

A deep learning-based land-atmosphere coupled model for heatwave prediction

Extreme heatwaves are intensifying under climate change, yet their prediction remains limited by inadequate representation of land–atmosphere (L–A) interactions. Most deep learning–based weather ...

This AI weather startup is out-forecasting government agencies

Windborne Systems' newest weather forecasting model beats the best government predictions by days.
Nature

SIGMAformer: a spatiotemporal Gaussian mixture correlation transformer for global weather forecasting

SpatIotemporal Gaussian Mixture correlAtion transformer (SIGMAformer) is a spatiotemporal forecasting architecture that integrates a Gaussian mixture pattern extractor (GMPE) with a dynamic ...
China Daily Global Edition

China's AI system advances global medium-range weather forecasts

SHANGHAI -- Chinese researchers have developed an advanced artificial intelligence (AI) weather forecast system, pushing ...
Frontiers

Advancing Machine Learning for Space Weather Forecasting: Integrating Solar Observations, Geomagnetic Storm Prediction, and GNSS Ionospheric Forecasting

Space weather forecasting remains a major challenge in heliophysics, as geomagnetic storms continue to pose significant risks to satellite operations, power ...