Weather Prediction

How Microsoft’s TorchGeo Streamlines Geospatial Data for Machine Learning Experts

In today’s data-driven world, geospatial information is important for gaining insights into climate change, urban growth, disaster management, and global security. Despite its vast potential, working with geospatial data presents significant challenges as a...

Using deep learning to image the Earth’s planetary boundary layer

Although the troposphere is commonly considered the closest layer of the atmosphere...

Aurora: Microsoft’s Leap Towards a Foundation AI Model for Earth’s Atmosphere

As global warming intensifies, communities worldwide are fighting its devastating effects. The relentless rise in greenhouse gas emissions is fueling extreme weather events, devastating natural disasters, and a rise in climate-related diseases. Weather prediction...

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