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Datasets · 2025

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Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers

physics.ao-ph · 2026-05-22 · unverdicted · novelty 5.0

MeteoLogist improves nowcasting by processing radar data through physics-tailored encoders, temporal-phase alignment, and cross-field spatial aggregation to capture asynchronous and fragmented meteorological drivers, yielding +9.7% CSI40 gain and 37.67% gain in storm-developing stage on 3D-NEXRAD da

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  • Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers physics.ao-ph · 2026-05-22 · unverdicted · none · ref 4

    MeteoLogist improves nowcasting by processing radar data through physics-tailored encoders, temporal-phase alignment, and cross-field spatial aggregation to capture asynchronous and fragmented meteorological drivers, yielding +9.7% CSI40 gain and 37.67% gain in storm-developing stage on 3D-NEXRAD da