Accurate Weather Forecasts for Vulnerable Communities Enabled by AI Downscaling
Researchers developed a new method using advanced technology to improve the accuracy of predicting high-resolution precipitation data. By training convolutional neural networks with a generative adversarial network, they were able to create more realistic results compared to traditional methods. The new technique not only enhanced the variability of data in time and space but also improved extreme weather event predictions.