Conus
PulseAugur coverage of Conus — every cluster mentioning Conus across labs, papers, and developer communities, ranked by signal.
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New AI method improves hourly precipitation forecasts
Researchers have developed a new method called "Attention Residual U-Net" for probabilistic quantitative precipitation forecasting. This neural network is trained on numerical weather prediction data from The Weather Co…
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New Mass-Conserving Perceptron framework translates hydrologic models to neural networks
Researchers have developed a new framework called the Mass-Conserving Perceptron (MCP) that reformulates conceptual hydrologic models into physically constrained, interpretable neural networks. This snow-water MCP netwo…
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New AlphaEarth Priors Enhance SAR Flood Segmentation Accuracy
Researchers have developed a new method for rapid flood segmentation using Synthetic Aperture Radar (SAR) imagery by incorporating land-cover priors. This approach aims to improve segmentation accuracy when pre-event SA…
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Vision transformer maps 38 years of US forest disturbances
Researchers have developed a deep learning framework using a vision transformer to map forest disturbances across the contiguous United States over a 38-year period. This approach simultaneously models temporal trajecto…