Key Features of Aurora

• High-resolution global atmospheric forecasting from AI foundation model
• Air quality and pollution forecast capabilities alongside weather predictions
• Tropical cyclone track forecasting with competitive accuracy
• Significantly reduced computational cost compared to numerical models

How Aurora Works

Aurora is trained on a diverse range of atmospheric datasets including ERA5 reanalysis data, operational NWP model outputs, and satellite observations. The model learns the physics of atmospheric dynamics through data-driven training rather than explicit physics equations. At inference, Aurora generates forecasts by processing current atmospheric state inputs through transformer-based neural network architecture, producing predictions across pressure levels and surface variables at up to 0.1-degree resolution.

Best Use Cases for Aurora

National meteorological agencies evaluating AI weather forecasting, climate research institutions studying atmospheric patterns, energy companies forecasting renewable energy production, agricultural organizations planning around weather predictions, and AI weather research teams developing next-generation forecasting capabilities use Aurora for cutting-edge AI weather and atmospheric research.

Aurora Pricing

Aurora is a research model from Microsoft Research. Access details and any API offerings are available through the official Microsoft Research and Azure channels.

Pros and Cons of Aurora

Pros

• Competitive forecast accuracy with dramatically reduced computational requirements
• Handles diverse forecast types including air quality and cyclone tracking
• Represents the leading edge of AI-driven weather prediction research

Cons

• AI forecasting models still require validation against physical baselines in operational settings
• Access and integration details for operational use are still evolving

Who Should Use Aurora?

Aurora is designed for meteorological research agencies, climate scientists, and organizations that need high-resolution weather forecasting capabilities and want to leverage AI-powered atmospheric prediction at reduced computational cost.

Frequently Asked Questions About Aurora

What is Aurora used for?

Aurora produces high-resolution AI weather forecasts covering surface weather, air quality, and tropical cyclone tracking, trained on large-scale atmospheric datasets.

Is Aurora free?

Aurora is a research model. Check official Microsoft Research channels for access details.

Does Aurora offer an API?

Check official Microsoft Research and Azure channels for API and access information.

Is Aurora good for businesses?

Yes. Energy, agriculture, logistics, and insurance businesses dependent on accurate weather forecasting can benefit from Aurora's AI forecasting capabilities.